Documentation

Overview

    Package forecast provides the API client, operations, and parameter types for Amazon Forecast Service.

    Provides APIs for creating and managing Amazon Forecast resources.

    Index

    Constants

    View Source
    const ServiceAPIVersion = "2018-06-26"
    View Source
    const ServiceID = "forecast"

    Variables

    This section is empty.

    Functions

    func NewDefaultEndpointResolver

    func NewDefaultEndpointResolver() *internalendpoints.Resolver

      NewDefaultEndpointResolver constructs a new service endpoint resolver

      func WithAPIOptions

      func WithAPIOptions(optFns ...func(*middleware.Stack) error) func(*Options)

        WithAPIOptions returns a functional option for setting the Client's APIOptions option.

        func WithEndpointResolver

        func WithEndpointResolver(v EndpointResolver) func(*Options)

          WithEndpointResolver returns a functional option for setting the Client's EndpointResolver option.

          Types

          type Client

          type Client struct {
          	// contains filtered or unexported fields
          }

            Client provides the API client to make operations call for Amazon Forecast Service.

            func New

            func New(options Options, optFns ...func(*Options)) *Client

              New returns an initialized Client based on the functional options. Provide additional functional options to further configure the behavior of the client, such as changing the client's endpoint or adding custom middleware behavior.

              func NewFromConfig

              func NewFromConfig(cfg aws.Config, optFns ...func(*Options)) *Client

                NewFromConfig returns a new client from the provided config.

                func (*Client) CreateDataset

                func (c *Client) CreateDataset(ctx context.Context, params *CreateDatasetInput, optFns ...func(*Options)) (*CreateDatasetOutput, error)

                  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.

                  func (*Client) CreateDatasetGroup

                  func (c *Client) CreateDatasetGroup(ctx context.Context, params *CreateDatasetGroupInput, optFns ...func(*Options)) (*CreateDatasetGroupOutput, error)

                    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.

                    func (*Client) CreateDatasetImportJob

                    func (c *Client) CreateDatasetImportJob(ctx context.Context, params *CreateDatasetImportJobInput, optFns ...func(*Options)) (*CreateDatasetImportJobOutput, error)

                      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.

                      func (*Client) CreateForecast

                      func (c *Client) CreateForecast(ctx context.Context, params *CreateForecastInput, optFns ...func(*Options)) (*CreateForecastOutput, error)

                        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.

                        func (*Client) CreateForecastExportJob

                        func (c *Client) CreateForecastExportJob(ctx context.Context, params *CreateForecastExportJobInput, optFns ...func(*Options)) (*CreateForecastExportJobOutput, error)

                          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: __ where the 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.

                          func (*Client) CreatePredictor

                          func (c *Client) CreatePredictor(ctx context.Context, params *CreatePredictorInput, optFns ...func(*Options)) (*CreatePredictorOutput, error)

                            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.

                            func (*Client) CreatePredictorBacktestExportJob

                            func (c *Client) CreatePredictorBacktestExportJob(ctx context.Context, params *CreatePredictorBacktestExportJobInput, optFns ...func(*Options)) (*CreatePredictorBacktestExportJobOutput, error)

                              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: __.csv The 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.

                              func (*Client) DeleteDataset

                              func (c *Client) DeleteDataset(ctx context.Context, params *DeleteDatasetInput, optFns ...func(*Options)) (*DeleteDatasetOutput, error)

                                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.

                                func (*Client) DeleteDatasetGroup

                                func (c *Client) DeleteDatasetGroup(ctx context.Context, params *DeleteDatasetGroupInput, optFns ...func(*Options)) (*DeleteDatasetGroupOutput, error)

                                  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.

                                  func (*Client) DeleteDatasetImportJob

                                  func (c *Client) DeleteDatasetImportJob(ctx context.Context, params *DeleteDatasetImportJobInput, optFns ...func(*Options)) (*DeleteDatasetImportJobOutput, error)

                                    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.

                                    func (*Client) DeleteForecast

                                    func (c *Client) DeleteForecast(ctx context.Context, params *DeleteForecastInput, optFns ...func(*Options)) (*DeleteForecastOutput, error)

                                      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.

                                      func (*Client) DeleteForecastExportJob

                                      func (c *Client) DeleteForecastExportJob(ctx context.Context, params *DeleteForecastExportJobInput, optFns ...func(*Options)) (*DeleteForecastExportJobOutput, error)

                                        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.

                                        func (*Client) DeletePredictor

                                        func (c *Client) DeletePredictor(ctx context.Context, params *DeletePredictorInput, optFns ...func(*Options)) (*DeletePredictorOutput, error)

                                          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.

                                          func (*Client) DeletePredictorBacktestExportJob

                                          func (c *Client) DeletePredictorBacktestExportJob(ctx context.Context, params *DeletePredictorBacktestExportJobInput, optFns ...func(*Options)) (*DeletePredictorBacktestExportJobOutput, error)

                                            Deletes a predictor backtest export job.

                                            func (*Client) DescribeDataset

                                            func (c *Client) DescribeDataset(ctx context.Context, params *DescribeDatasetInput, optFns ...func(*Options)) (*DescribeDatasetOutput, error)

                                              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

                                              func (*Client) DescribeDatasetGroup

                                              func (c *Client) DescribeDatasetGroup(ctx context.Context, params *DescribeDatasetGroupInput, optFns ...func(*Options)) (*DescribeDatasetGroupOutput, error)

                                                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

                                                func (*Client) DescribeDatasetImportJob

                                                func (c *Client) DescribeDatasetImportJob(ctx context.Context, params *DescribeDatasetImportJobInput, optFns ...func(*Options)) (*DescribeDatasetImportJobOutput, error)

                                                  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.

                                                  func (*Client) DescribeForecast

                                                  func (c *Client) DescribeForecast(ctx context.Context, params *DescribeForecastInput, optFns ...func(*Options)) (*DescribeForecastOutput, error)

                                                    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.

                                                    func (*Client) DescribeForecastExportJob

                                                    func (c *Client) DescribeForecastExportJob(ctx context.Context, params *DescribeForecastExportJobInput, optFns ...func(*Options)) (*DescribeForecastExportJobOutput, error)

                                                      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.

                                                      func (*Client) DescribePredictor

                                                      func (c *Client) DescribePredictor(ctx context.Context, params *DescribePredictorInput, optFns ...func(*Options)) (*DescribePredictorOutput, error)

                                                        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.

                                                        func (*Client) DescribePredictorBacktestExportJob

                                                        func (c *Client) DescribePredictorBacktestExportJob(ctx context.Context, params *DescribePredictorBacktestExportJobInput, optFns ...func(*Options)) (*DescribePredictorBacktestExportJobOutput, error)

                                                          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)

                                                          func (*Client) GetAccuracyMetrics

                                                          func (c *Client) GetAccuracyMetrics(ctx context.Context, params *GetAccuracyMetricsInput, optFns ...func(*Options)) (*GetAccuracyMetricsOutput, error)

                                                            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.

                                                            func (*Client) ListDatasetGroups

                                                            func (c *Client) ListDatasetGroups(ctx context.Context, params *ListDatasetGroupsInput, optFns ...func(*Options)) (*ListDatasetGroupsOutput, error)

                                                              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.

                                                              func (*Client) ListDatasetImportJobs

                                                              func (c *Client) ListDatasetImportJobs(ctx context.Context, params *ListDatasetImportJobsInput, optFns ...func(*Options)) (*ListDatasetImportJobsOutput, error)

                                                                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.

                                                                func (*Client) ListDatasets

                                                                func (c *Client) ListDatasets(ctx context.Context, params *ListDatasetsInput, optFns ...func(*Options)) (*ListDatasetsOutput, error)

                                                                  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.

                                                                  func (*Client) ListForecastExportJobs

                                                                  func (c *Client) ListForecastExportJobs(ctx context.Context, params *ListForecastExportJobsInput, optFns ...func(*Options)) (*ListForecastExportJobsOutput, error)

                                                                    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.

                                                                    func (*Client) ListForecasts

                                                                    func (c *Client) ListForecasts(ctx context.Context, params *ListForecastsInput, optFns ...func(*Options)) (*ListForecastsOutput, error)

                                                                      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.

                                                                      func (*Client) ListPredictorBacktestExportJobs

                                                                      func (c *Client) ListPredictorBacktestExportJobs(ctx context.Context, params *ListPredictorBacktestExportJobsInput, optFns ...func(*Options)) (*ListPredictorBacktestExportJobsOutput, error)

                                                                        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.

                                                                        func (*Client) ListPredictors

                                                                        func (c *Client) ListPredictors(ctx context.Context, params *ListPredictorsInput, optFns ...func(*Options)) (*ListPredictorsOutput, error)

                                                                          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.

                                                                          func (*Client) ListTagsForResource

                                                                          func (c *Client) ListTagsForResource(ctx context.Context, params *ListTagsForResourceInput, optFns ...func(*Options)) (*ListTagsForResourceOutput, error)

                                                                            Lists the tags for an Amazon Forecast resource.

                                                                            func (*Client) TagResource

                                                                            func (c *Client) TagResource(ctx context.Context, params *TagResourceInput, optFns ...func(*Options)) (*TagResourceOutput, error)

                                                                              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.

                                                                              func (*Client) UntagResource

                                                                              func (c *Client) UntagResource(ctx context.Context, params *UntagResourceInput, optFns ...func(*Options)) (*UntagResourceOutput, error)

                                                                                Deletes the specified tags from a resource.

                                                                                func (*Client) UpdateDatasetGroup

                                                                                func (c *Client) UpdateDatasetGroup(ctx context.Context, params *UpdateDatasetGroupInput, optFns ...func(*Options)) (*UpdateDatasetGroupOutput, error)

                                                                                  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.

                                                                                  type CreateDatasetGroupInput

                                                                                  type CreateDatasetGroupInput struct {
                                                                                  
                                                                                  	// A name for the dataset group.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	DatasetGroupName *string
                                                                                  
                                                                                  	// 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.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	Domain types.Domain
                                                                                  
                                                                                  	// An array of Amazon Resource Names (ARNs) of the datasets that you want to
                                                                                  	// include in the dataset group.
                                                                                  	DatasetArns []string
                                                                                  
                                                                                  	// 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 []types.Tag
                                                                                  }

                                                                                  type CreateDatasetGroupOutput

                                                                                  type CreateDatasetGroupOutput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the dataset group.
                                                                                  	DatasetGroupArn *string
                                                                                  
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  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.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	DataSource *types.DataSource
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the Amazon Forecast dataset that you want to
                                                                                  	// import data to.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	DatasetArn *string
                                                                                  
                                                                                  	// 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.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	DatasetImportJobName *string
                                                                                  
                                                                                  	// 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
                                                                                  
                                                                                  	// 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 []types.Tag
                                                                                  
                                                                                  	// 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
                                                                                  
                                                                                  	// 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
                                                                                  
                                                                                  	// 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 CreateDatasetImportJobOutput

                                                                                  type CreateDatasetImportJobOutput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the dataset import job.
                                                                                  	DatasetImportJobArn *string
                                                                                  
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type CreateDatasetInput

                                                                                  type CreateDatasetInput struct {
                                                                                  
                                                                                  	// A name for the dataset.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	DatasetName *string
                                                                                  
                                                                                  	// The dataset type. Valid values depend on the chosen Domain.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	DatasetType types.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.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	Domain types.Domain
                                                                                  
                                                                                  	// 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.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	Schema *types.Schema
                                                                                  
                                                                                  	// 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
                                                                                  
                                                                                  	// 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 *types.EncryptionConfig
                                                                                  
                                                                                  	// 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 []types.Tag
                                                                                  }

                                                                                  type CreateDatasetOutput

                                                                                  type CreateDatasetOutput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the dataset.
                                                                                  	DatasetArn *string
                                                                                  
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  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.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	Destination *types.DataDestination
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the forecast that you want to export.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	ForecastArn *string
                                                                                  
                                                                                  	// The name for the forecast export job.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	ForecastExportJobName *string
                                                                                  
                                                                                  	// 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 []types.Tag
                                                                                  }

                                                                                  type CreateForecastExportJobOutput

                                                                                  type CreateForecastExportJobOutput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the export job.
                                                                                  	ForecastExportJobArn *string
                                                                                  
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type CreateForecastInput

                                                                                  type CreateForecastInput struct {
                                                                                  
                                                                                  	// A name for the forecast.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	ForecastName *string
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the predictor to use to generate the forecast.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	PredictorArn *string
                                                                                  
                                                                                  	// 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
                                                                                  
                                                                                  	// 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 []types.Tag
                                                                                  }

                                                                                  type CreateForecastOutput

                                                                                  type CreateForecastOutput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the forecast.
                                                                                  	ForecastArn *string
                                                                                  
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  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).
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	Destination *types.DataDestination
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the predictor that you want to export.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	PredictorArn *string
                                                                                  
                                                                                  	// The name for the backtest export job.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	PredictorBacktestExportJobName *string
                                                                                  
                                                                                  	// 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 []types.Tag
                                                                                  }

                                                                                  type CreatePredictorBacktestExportJobOutput

                                                                                  type CreatePredictorBacktestExportJobOutput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the predictor backtest export job that you
                                                                                  	// want to export.
                                                                                  	PredictorBacktestExportJobArn *string
                                                                                  
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type CreatePredictorInput

                                                                                  type CreatePredictorInput struct {
                                                                                  
                                                                                  	// The featurization configuration.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	FeaturizationConfig *types.FeaturizationConfig
                                                                                  
                                                                                  	// 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.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	ForecastHorizon *int32
                                                                                  
                                                                                  	// Describes the dataset group that contains the data to use to train the
                                                                                  	// predictor.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	InputDataConfig *types.InputDataConfig
                                                                                  
                                                                                  	// A name for the predictor.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	PredictorName *string
                                                                                  
                                                                                  	// 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
                                                                                  
                                                                                  	// 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 *types.EncryptionConfig
                                                                                  
                                                                                  	// 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 *types.EvaluationParameters
                                                                                  
                                                                                  	// 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
                                                                                  
                                                                                  	// 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 *types.HyperParameterTuningJobConfig
                                                                                  
                                                                                  	// 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
                                                                                  
                                                                                  	// 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
                                                                                  
                                                                                  	// 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 []types.Tag
                                                                                  
                                                                                  	// 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 CreatePredictorOutput

                                                                                  type CreatePredictorOutput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the predictor.
                                                                                  	PredictorArn *string
                                                                                  
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type DeleteDatasetGroupInput

                                                                                  type DeleteDatasetGroupInput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the dataset group to delete.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	DatasetGroupArn *string
                                                                                  }

                                                                                  type DeleteDatasetGroupOutput

                                                                                  type DeleteDatasetGroupOutput struct {
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type DeleteDatasetImportJobInput

                                                                                  type DeleteDatasetImportJobInput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the dataset import job to delete.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	DatasetImportJobArn *string
                                                                                  }

                                                                                  type DeleteDatasetImportJobOutput

                                                                                  type DeleteDatasetImportJobOutput struct {
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type DeleteDatasetInput

                                                                                  type DeleteDatasetInput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the dataset to delete.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	DatasetArn *string
                                                                                  }

                                                                                  type DeleteDatasetOutput

                                                                                  type DeleteDatasetOutput struct {
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type DeleteForecastExportJobInput

                                                                                  type DeleteForecastExportJobInput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the forecast export job to delete.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	ForecastExportJobArn *string
                                                                                  }

                                                                                  type DeleteForecastExportJobOutput

                                                                                  type DeleteForecastExportJobOutput struct {
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type DeleteForecastInput

                                                                                  type DeleteForecastInput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the forecast to delete.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	ForecastArn *string
                                                                                  }

                                                                                  type DeleteForecastOutput

                                                                                  type DeleteForecastOutput struct {
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type DeletePredictorBacktestExportJobInput

                                                                                  type DeletePredictorBacktestExportJobInput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the predictor backtest export job to delete.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	PredictorBacktestExportJobArn *string
                                                                                  }

                                                                                  type DeletePredictorBacktestExportJobOutput

                                                                                  type DeletePredictorBacktestExportJobOutput struct {
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type DeletePredictorInput

                                                                                  type DeletePredictorInput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the predictor to delete.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	PredictorArn *string
                                                                                  }

                                                                                  type DeletePredictorOutput

                                                                                  type DeletePredictorOutput struct {
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type DescribeDatasetGroupInput

                                                                                  type DescribeDatasetGroupInput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the dataset group.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	DatasetGroupArn *string
                                                                                  }

                                                                                  type DescribeDatasetGroupOutput

                                                                                  type DescribeDatasetGroupOutput struct {
                                                                                  
                                                                                  	// When the dataset group was created.
                                                                                  	CreationTime *time.Time
                                                                                  
                                                                                  	// An array of Amazon Resource Names (ARNs) of the datasets contained in the
                                                                                  	// dataset group.
                                                                                  	DatasetArns []string
                                                                                  
                                                                                  	// The ARN of the dataset group.
                                                                                  	DatasetGroupArn *string
                                                                                  
                                                                                  	// The name of the dataset group.
                                                                                  	DatasetGroupName *string
                                                                                  
                                                                                  	// The domain associated with the dataset group.
                                                                                  	Domain types.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
                                                                                  
                                                                                  	// 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
                                                                                  
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type DescribeDatasetImportJobInput

                                                                                  type DescribeDatasetImportJobInput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the dataset import job.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	DatasetImportJobArn *string
                                                                                  }

                                                                                  type DescribeDatasetImportJobOutput

                                                                                  type DescribeDatasetImportJobOutput struct {
                                                                                  
                                                                                  	// When the dataset import job was created.
                                                                                  	CreationTime *time.Time
                                                                                  
                                                                                  	// The size of the dataset in gigabytes (GB) after the import job has finished.
                                                                                  	DataSize *float64
                                                                                  
                                                                                  	// 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 *types.DataSource
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the dataset that the training data was
                                                                                  	// imported to.
                                                                                  	DatasetArn *string
                                                                                  
                                                                                  	// The ARN of the dataset import job.
                                                                                  	DatasetImportJobArn *string
                                                                                  
                                                                                  	// The name of the dataset import job.
                                                                                  	DatasetImportJobName *string
                                                                                  
                                                                                  	// Statistical information about each field in the input data.
                                                                                  	FieldStatistics map[string]types.Statistics
                                                                                  
                                                                                  	// The format of the geolocation attribute. Valid Values:"LAT_LONG" and
                                                                                  	// "CC_POSTALCODE".
                                                                                  	GeolocationFormat *string
                                                                                  
                                                                                  	// The last time that the dataset was modified. The time depends on the status of
                                                                                  	// the job, as follows:
                                                                                  	//
                                                                                  	// * CREATE_PENDING - The same time as CreationTime.
                                                                                  	//
                                                                                  	// *
                                                                                  	// CREATE_IN_PROGRESS - The current timestamp.
                                                                                  	//
                                                                                  	// * ACTIVE or CREATE_FAILED - When
                                                                                  	// the job finished or failed.
                                                                                  	LastModificationTime *time.Time
                                                                                  
                                                                                  	// If an error occurred, an informational message about the error.
                                                                                  	Message *string
                                                                                  
                                                                                  	// The status of the dataset import job. The status is reflected in the status of
                                                                                  	// the dataset. For example, when the import job status is CREATE_IN_PROGRESS, the
                                                                                  	// status of the dataset is UPDATE_IN_PROGRESS. States include:
                                                                                  	//
                                                                                  	// * ACTIVE
                                                                                  	//
                                                                                  	// *
                                                                                  	// CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED
                                                                                  	//
                                                                                  	// * DELETE_PENDING,
                                                                                  	// DELETE_IN_PROGRESS, DELETE_FAILED
                                                                                  	Status *string
                                                                                  
                                                                                  	// The single time zone applied to every item in the dataset
                                                                                  	TimeZone *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
                                                                                  
                                                                                  	// Whether TimeZone is automatically derived from the geolocation attribute.
                                                                                  	UseGeolocationForTimeZone bool
                                                                                  
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type DescribeDatasetInput

                                                                                  type DescribeDatasetInput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the dataset.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	DatasetArn *string
                                                                                  }

                                                                                  type DescribeDatasetOutput

                                                                                  type DescribeDatasetOutput struct {
                                                                                  
                                                                                  	// When the dataset was created.
                                                                                  	CreationTime *time.Time
                                                                                  
                                                                                  	// 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
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the dataset.
                                                                                  	DatasetArn *string
                                                                                  
                                                                                  	// The name of the dataset.
                                                                                  	DatasetName *string
                                                                                  
                                                                                  	// The dataset type.
                                                                                  	DatasetType types.DatasetType
                                                                                  
                                                                                  	// The domain associated with the dataset.
                                                                                  	Domain types.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 *types.EncryptionConfig
                                                                                  
                                                                                  	// 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
                                                                                  
                                                                                  	// An array of SchemaAttribute objects that specify the dataset fields. Each
                                                                                  	// SchemaAttribute specifies the name and data type of a field.
                                                                                  	Schema *types.Schema
                                                                                  
                                                                                  	// 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
                                                                                  
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type DescribeForecastExportJobInput

                                                                                  type DescribeForecastExportJobInput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the forecast export job.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	ForecastExportJobArn *string
                                                                                  }

                                                                                  type DescribeForecastExportJobOutput

                                                                                  type DescribeForecastExportJobOutput struct {
                                                                                  
                                                                                  	// When the forecast export job was created.
                                                                                  	CreationTime *time.Time
                                                                                  
                                                                                  	// The path to the Amazon Simple Storage Service (Amazon S3) bucket where the
                                                                                  	// forecast is exported.
                                                                                  	Destination *types.DataDestination
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the exported forecast.
                                                                                  	ForecastArn *string
                                                                                  
                                                                                  	// The ARN of the forecast export job.
                                                                                  	ForecastExportJobArn *string
                                                                                  
                                                                                  	// The name of the forecast export job.
                                                                                  	ForecastExportJobName *string
                                                                                  
                                                                                  	// When the last successful export job finished.
                                                                                  	LastModificationTime *time.Time
                                                                                  
                                                                                  	// If an error occurred, an informational message about the error.
                                                                                  	Message *string
                                                                                  
                                                                                  	// The status of the forecast export job. States include:
                                                                                  	//
                                                                                  	// * ACTIVE
                                                                                  	//
                                                                                  	// *
                                                                                  	// CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED
                                                                                  	//
                                                                                  	// * 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
                                                                                  
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type DescribeForecastInput

                                                                                  type DescribeForecastInput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the forecast.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	ForecastArn *string
                                                                                  }

                                                                                  type DescribeForecastOutput

                                                                                  type DescribeForecastOutput struct {
                                                                                  
                                                                                  	// When the forecast creation task was created.
                                                                                  	CreationTime *time.Time
                                                                                  
                                                                                  	// The ARN of the dataset group that provided the data used to train the predictor.
                                                                                  	DatasetGroupArn *string
                                                                                  
                                                                                  	// The forecast ARN as specified in the request.
                                                                                  	ForecastArn *string
                                                                                  
                                                                                  	// The name of the forecast.
                                                                                  	ForecastName *string
                                                                                  
                                                                                  	// The quantiles at which probabilistic forecasts were generated.
                                                                                  	ForecastTypes []string
                                                                                  
                                                                                  	// Initially, the same as CreationTime (status is CREATE_PENDING). Updated when
                                                                                  	// inference (creating the forecast) starts (status changed to CREATE_IN_PROGRESS),
                                                                                  	// and when inference is complete (status changed to ACTIVE) or fails (status
                                                                                  	// changed to CREATE_FAILED).
                                                                                  	LastModificationTime *time.Time
                                                                                  
                                                                                  	// If an error occurred, an informational message about the error.
                                                                                  	Message *string
                                                                                  
                                                                                  	// The ARN of the predictor used to generate the forecast.
                                                                                  	PredictorArn *string
                                                                                  
                                                                                  	// The status of the forecast. States include:
                                                                                  	//
                                                                                  	// * ACTIVE
                                                                                  	//
                                                                                  	// * CREATE_PENDING,
                                                                                  	// CREATE_IN_PROGRESS, CREATE_FAILED
                                                                                  	//
                                                                                  	// * 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
                                                                                  
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type DescribePredictorBacktestExportJobInput

                                                                                  type DescribePredictorBacktestExportJobInput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the predictor backtest export job.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	PredictorBacktestExportJobArn *string
                                                                                  }

                                                                                  type DescribePredictorBacktestExportJobOutput

                                                                                  type DescribePredictorBacktestExportJobOutput struct {
                                                                                  
                                                                                  	// When the predictor backtest export job was created.
                                                                                  	CreationTime *time.Time
                                                                                  
                                                                                  	// 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 *types.DataDestination
                                                                                  
                                                                                  	// When the last successful export job finished.
                                                                                  	LastModificationTime *time.Time
                                                                                  
                                                                                  	// Information about any errors that may have occurred during the backtest export.
                                                                                  	Message *string
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the predictor.
                                                                                  	PredictorArn *string
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the predictor backtest export job.
                                                                                  	PredictorBacktestExportJobArn *string
                                                                                  
                                                                                  	// The name of the predictor backtest export job.
                                                                                  	PredictorBacktestExportJobName *string
                                                                                  
                                                                                  	// The status of the predictor backtest export job. States include:
                                                                                  	//
                                                                                  	// * ACTIVE
                                                                                  	//
                                                                                  	// *
                                                                                  	// CREATE_PENDING
                                                                                  	//
                                                                                  	// * CREATE_IN_PROGRESS
                                                                                  	//
                                                                                  	// * CREATE_FAILED
                                                                                  	//
                                                                                  	// * DELETE_PENDING
                                                                                  	//
                                                                                  	// *
                                                                                  	// DELETE_IN_PROGRESS
                                                                                  	//
                                                                                  	// * DELETE_FAILED
                                                                                  	Status *string
                                                                                  
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type DescribePredictorInput

                                                                                  type DescribePredictorInput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the predictor that you want information about.
                                                                                  	//
                                                                                  	// This member is required.
                                                                                  	PredictorArn *string
                                                                                  }

                                                                                  type DescribePredictorOutput

                                                                                  type DescribePredictorOutput struct {
                                                                                  
                                                                                  	// The Amazon Resource Name (ARN) of the algorithm used for model training.
                                                                                  	AlgorithmArn *string
                                                                                  
                                                                                  	// When PerformAutoML is specified, the ARN of the chosen algorithm.
                                                                                  	AutoMLAlgorithmArns []string
                                                                                  
                                                                                  	// When the model training task was created.
                                                                                  	CreationTime *time.Time
                                                                                  
                                                                                  	// An array of the ARNs of the dataset import jobs used to import training data for
                                                                                  	// the predictor.
                                                                                  	DatasetImportJobArns []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 *types.EncryptionConfig
                                                                                  
                                                                                  	// 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 *types.EvaluationParameters
                                                                                  
                                                                                  	// The featurization configuration.
                                                                                  	FeaturizationConfig *types.FeaturizationConfig
                                                                                  
                                                                                  	// The number of time-steps of the forecast. The forecast horizon is also called
                                                                                  	// the prediction length.
                                                                                  	ForecastHorizon *int32
                                                                                  
                                                                                  	// The forecast types used during predictor training. Default value is
                                                                                  	// ["0.1","0.5","0.9"]
                                                                                  	ForecastTypes []string
                                                                                  
                                                                                  	// The hyperparameter override values for the algorithm.
                                                                                  	HPOConfig *types.HyperParameterTuningJobConfig
                                                                                  
                                                                                  	// Describes the dataset group that contains the data to use to train the
                                                                                  	// predictor.
                                                                                  	InputDataConfig *types.InputDataConfig
                                                                                  
                                                                                  	// Initially, the same as CreationTime (when the status is CREATE_PENDING). This
                                                                                  	// value is updated when training starts (when the status changes to
                                                                                  	// CREATE_IN_PROGRESS), and when training has completed (when the status changes to
                                                                                  	// ACTIVE) or fails (when the status changes to CREATE_FAILED).
                                                                                  	LastModificationTime *time.Time
                                                                                  
                                                                                  	// If an error occurred, an informational message about the error.
                                                                                  	Message *string
                                                                                  
                                                                                  	// Whether the predictor is set to perform AutoML.
                                                                                  	PerformAutoML *bool
                                                                                  
                                                                                  	// Whether the predictor is set to perform hyperparameter optimization (HPO).
                                                                                  	PerformHPO *bool
                                                                                  
                                                                                  	// The ARN of the predictor.
                                                                                  	PredictorArn *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 *types.PredictorExecutionDetails
                                                                                  
                                                                                  	// The name of the predictor.
                                                                                  	PredictorName *string
                                                                                  
                                                                                  	// The status of the predictor. 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 Status
                                                                                  	// of the predictor must be ACTIVE before you can use the predictor to create a
                                                                                  	// forecast.
                                                                                  	Status *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
                                                                                  
                                                                                  	// Metadata pertaining to the operation's result.
                                                                                  	ResultMetadata middleware.Metadata
                                                                                  }

                                                                                  type EndpointResolver

                                                                                  type EndpointResolver interface {
                                                                                  	ResolveEndpoint(region string, options EndpointResolverOptions) (aws.Endpoint, error)
                                                                                  }

                                                                                    EndpointResolver interface for resolving service endpoints.

                                                                                    func EndpointResolverFromURL

                                                                                    func EndpointResolverFromURL(url string, optFns ...func(*aws.Endpoint)) EndpointResolver

                                                                                      EndpointResolverFromURL returns an EndpointResolver configured using the provided endpoint url. By default, the resolved endpoint resolver uses the client region as signing region, and the endpoint source is set to EndpointSourceCustom.You can provide functional options to configure endpoint values for the resolved endpoint.

                                                                                      type EndpointResolverFunc

                                                                                      type EndpointResolverFunc func(region string, options EndpointResolverOptions) (aws.Endpoint, error)

                                                                                        EndpointResolverFunc is a helper utility that wraps a function so it satisfies the EndpointResolver interface. This is useful when you want to add additional endpoint resolving logic, or stub out specific endpoints with custom values.

                                                                                        func (EndpointResolverFunc) ResolveEndpoint

                                                                                        func (fn EndpointResolverFunc) ResolveEndpoint(region string, options EndpointResolverOptions) (endpoint aws.Endpoint, err error)

                                                                                        type EndpointResolverOptions

                                                                                        type EndpointResolverOptions = internalendpoints.Options

                                                                                          EndpointResolverOptions is the service endpoint resolver options

                                                                                          type GetAccuracyMetricsInput

                                                                                          type GetAccuracyMetricsInput struct {
                                                                                          
                                                                                          	// The Amazon Resource Name (ARN) of the predictor to get metrics for.
                                                                                          	//
                                                                                          	// This member is required.
                                                                                          	PredictorArn *string
                                                                                          }

                                                                                          type GetAccuracyMetricsOutput

                                                                                          type GetAccuracyMetricsOutput struct {
                                                                                          
                                                                                          	// An array of results from evaluating the predictor.
                                                                                          	PredictorEvaluationResults []types.EvaluationResult
                                                                                          
                                                                                          	// Metadata pertaining to the operation's result.
                                                                                          	ResultMetadata middleware.Metadata
                                                                                          }

                                                                                          type HTTPClient

                                                                                          type HTTPClient interface {
                                                                                          	Do(*http.Request) (*http.Response, error)
                                                                                          }

                                                                                          type HTTPSignerV4

                                                                                          type HTTPSignerV4 interface {
                                                                                          	SignHTTP(ctx context.Context, credentials aws.Credentials, r *http.Request, payloadHash string, service string, region string, signingTime time.Time, optFns ...func(*v4.SignerOptions)) error
                                                                                          }

                                                                                          type ListDatasetGroupsAPIClient

                                                                                          type ListDatasetGroupsAPIClient interface {
                                                                                          	ListDatasetGroups(context.Context, *ListDatasetGroupsInput, ...func(*Options)) (*ListDatasetGroupsOutput, error)
                                                                                          }

                                                                                            ListDatasetGroupsAPIClient is a client that implements the ListDatasetGroups operation.

                                                                                            type ListDatasetGroupsInput

                                                                                            type ListDatasetGroupsInput struct {
                                                                                            
                                                                                            	// The number of items to return in the response.
                                                                                            	MaxResults *int32
                                                                                            
                                                                                            	// 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
                                                                                            }

                                                                                            type ListDatasetGroupsOutput

                                                                                            type ListDatasetGroupsOutput struct {
                                                                                            
                                                                                            	// An array of objects that summarize each dataset group's properties.
                                                                                            	DatasetGroups []types.DatasetGroupSummary
                                                                                            
                                                                                            	// 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
                                                                                            
                                                                                            	// Metadata pertaining to the operation's result.
                                                                                            	ResultMetadata middleware.Metadata
                                                                                            }

                                                                                            type ListDatasetGroupsPaginator

                                                                                            type ListDatasetGroupsPaginator struct {
                                                                                            	// contains filtered or unexported fields
                                                                                            }

                                                                                              ListDatasetGroupsPaginator is a paginator for ListDatasetGroups

                                                                                              func NewListDatasetGroupsPaginator

                                                                                              func NewListDatasetGroupsPaginator(client ListDatasetGroupsAPIClient, params *ListDatasetGroupsInput, optFns ...func(*ListDatasetGroupsPaginatorOptions)) *ListDatasetGroupsPaginator

                                                                                                NewListDatasetGroupsPaginator returns a new ListDatasetGroupsPaginator

                                                                                                func (*ListDatasetGroupsPaginator) HasMorePages

                                                                                                func (p *ListDatasetGroupsPaginator) HasMorePages() bool

                                                                                                  HasMorePages returns a boolean indicating whether more pages are available

                                                                                                  func (*ListDatasetGroupsPaginator) NextPage

                                                                                                  func (p *ListDatasetGroupsPaginator) NextPage(ctx context.Context, optFns ...func(*Options)) (*ListDatasetGroupsOutput, error)

                                                                                                    NextPage retrieves the next ListDatasetGroups page.

                                                                                                    type ListDatasetGroupsPaginatorOptions

                                                                                                    type ListDatasetGroupsPaginatorOptions struct {
                                                                                                    	// The number of items to return in the response.
                                                                                                    	Limit int32
                                                                                                    
                                                                                                    	// Set to true if pagination should stop if the service returns a pagination token
                                                                                                    	// that matches the most recent token provided to the service.
                                                                                                    	StopOnDuplicateToken bool
                                                                                                    }

                                                                                                      ListDatasetGroupsPaginatorOptions is the paginator options for ListDatasetGroups

                                                                                                      type ListDatasetImportJobsAPIClient

                                                                                                      type ListDatasetImportJobsAPIClient interface {
                                                                                                      	ListDatasetImportJobs(context.Context, *ListDatasetImportJobsInput, ...func(*Options)) (*ListDatasetImportJobsOutput, error)
                                                                                                      }

                                                                                                        ListDatasetImportJobsAPIClient is a client that implements the ListDatasetImportJobs operation.

                                                                                                        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 []types.Filter
                                                                                                        
                                                                                                        	// The number of items to return in the response.
                                                                                                        	MaxResults *int32
                                                                                                        
                                                                                                        	// 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
                                                                                                        }

                                                                                                        type ListDatasetImportJobsOutput

                                                                                                        type ListDatasetImportJobsOutput struct {
                                                                                                        
                                                                                                        	// An array of objects that summarize each dataset import job's properties.
                                                                                                        	DatasetImportJobs []types.DatasetImportJobSummary
                                                                                                        
                                                                                                        	// 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
                                                                                                        
                                                                                                        	// Metadata pertaining to the operation's result.
                                                                                                        	ResultMetadata middleware.Metadata
                                                                                                        }

                                                                                                        type ListDatasetImportJobsPaginator

                                                                                                        type ListDatasetImportJobsPaginator struct {
                                                                                                        	// contains filtered or unexported fields
                                                                                                        }

                                                                                                          ListDatasetImportJobsPaginator is a paginator for ListDatasetImportJobs

                                                                                                          func NewListDatasetImportJobsPaginator

                                                                                                            NewListDatasetImportJobsPaginator returns a new ListDatasetImportJobsPaginator

                                                                                                            func (*ListDatasetImportJobsPaginator) HasMorePages

                                                                                                            func (p *ListDatasetImportJobsPaginator) HasMorePages() bool

                                                                                                              HasMorePages returns a boolean indicating whether more pages are available

                                                                                                              func (*ListDatasetImportJobsPaginator) NextPage

                                                                                                                NextPage retrieves the next ListDatasetImportJobs page.

                                                                                                                type ListDatasetImportJobsPaginatorOptions

                                                                                                                type ListDatasetImportJobsPaginatorOptions struct {
                                                                                                                	// The number of items to return in the response.
                                                                                                                	Limit int32
                                                                                                                
                                                                                                                	// Set to true if pagination should stop if the service returns a pagination token
                                                                                                                	// that matches the most recent token provided to the service.
                                                                                                                	StopOnDuplicateToken bool
                                                                                                                }

                                                                                                                  ListDatasetImportJobsPaginatorOptions is the paginator options for ListDatasetImportJobs

                                                                                                                  type ListDatasetsAPIClient

                                                                                                                  type ListDatasetsAPIClient interface {
                                                                                                                  	ListDatasets(context.Context, *ListDatasetsInput, ...func(*Options)) (*ListDatasetsOutput, error)
                                                                                                                  }

                                                                                                                    ListDatasetsAPIClient is a client that implements the ListDatasets operation.

                                                                                                                    type ListDatasetsInput

                                                                                                                    type ListDatasetsInput struct {
                                                                                                                    
                                                                                                                    	// The number of items to return in the response.
                                                                                                                    	MaxResults *int32
                                                                                                                    
                                                                                                                    	// 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
                                                                                                                    }

                                                                                                                    type ListDatasetsOutput

                                                                                                                    type ListDatasetsOutput struct {
                                                                                                                    
                                                                                                                    	// An array of objects that summarize each dataset's properties.
                                                                                                                    	Datasets []types.DatasetSummary
                                                                                                                    
                                                                                                                    	// 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
                                                                                                                    
                                                                                                                    	// Metadata pertaining to the operation's result.
                                                                                                                    	ResultMetadata middleware.Metadata
                                                                                                                    }

                                                                                                                    type ListDatasetsPaginator

                                                                                                                    type ListDatasetsPaginator struct {
                                                                                                                    	// contains filtered or unexported fields
                                                                                                                    }

                                                                                                                      ListDatasetsPaginator is a paginator for ListDatasets

                                                                                                                      func NewListDatasetsPaginator

                                                                                                                      func NewListDatasetsPaginator(client ListDatasetsAPIClient, params *ListDatasetsInput, optFns ...func(*ListDatasetsPaginatorOptions)) *ListDatasetsPaginator

                                                                                                                        NewListDatasetsPaginator returns a new ListDatasetsPaginator

                                                                                                                        func (*ListDatasetsPaginator) HasMorePages

                                                                                                                        func (p *ListDatasetsPaginator) HasMorePages() bool

                                                                                                                          HasMorePages returns a boolean indicating whether more pages are available

                                                                                                                          func (*ListDatasetsPaginator) NextPage

                                                                                                                          func (p *ListDatasetsPaginator) NextPage(ctx context.Context, optFns ...func(*Options)) (*ListDatasetsOutput, error)

                                                                                                                            NextPage retrieves the next ListDatasets page.

                                                                                                                            type ListDatasetsPaginatorOptions

                                                                                                                            type ListDatasetsPaginatorOptions struct {
                                                                                                                            	// The number of items to return in the response.
                                                                                                                            	Limit int32
                                                                                                                            
                                                                                                                            	// Set to true if pagination should stop if the service returns a pagination token
                                                                                                                            	// that matches the most recent token provided to the service.
                                                                                                                            	StopOnDuplicateToken bool
                                                                                                                            }

                                                                                                                              ListDatasetsPaginatorOptions is the paginator options for ListDatasets

                                                                                                                              type ListForecastExportJobsAPIClient

                                                                                                                              type ListForecastExportJobsAPIClient interface {
                                                                                                                              	ListForecastExportJobs(context.Context, *ListForecastExportJobsInput, ...func(*Options)) (*ListForecastExportJobsOutput, error)
                                                                                                                              }

                                                                                                                                ListForecastExportJobsAPIClient is a client that implements the ListForecastExportJobs operation.

                                                                                                                                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::forecast/electricityforecast" } ]
                                                                                                                                	Filters []types.Filter
                                                                                                                                
                                                                                                                                	// The number of items to return in the response.
                                                                                                                                	MaxResults *int32
                                                                                                                                
                                                                                                                                	// 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
                                                                                                                                }

                                                                                                                                type ListForecastExportJobsOutput

                                                                                                                                type ListForecastExportJobsOutput struct {
                                                                                                                                
                                                                                                                                	// An array of objects that summarize each export job's properties.
                                                                                                                                	ForecastExportJobs []types.ForecastExportJobSummary
                                                                                                                                
                                                                                                                                	// 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
                                                                                                                                
                                                                                                                                	// Metadata pertaining to the operation's result.
                                                                                                                                	ResultMetadata middleware.Metadata
                                                                                                                                }

                                                                                                                                type ListForecastExportJobsPaginator

                                                                                                                                type ListForecastExportJobsPaginator struct {
                                                                                                                                	// contains filtered or unexported fields
                                                                                                                                }

                                                                                                                                  ListForecastExportJobsPaginator is a paginator for ListForecastExportJobs

                                                                                                                                  func NewListForecastExportJobsPaginator

                                                                                                                                    NewListForecastExportJobsPaginator returns a new ListForecastExportJobsPaginator

                                                                                                                                    func (*ListForecastExportJobsPaginator) HasMorePages

                                                                                                                                    func (p *ListForecastExportJobsPaginator) HasMorePages() bool

                                                                                                                                      HasMorePages returns a boolean indicating whether more pages are available

                                                                                                                                      func (*ListForecastExportJobsPaginator) NextPage

                                                                                                                                        NextPage retrieves the next ListForecastExportJobs page.

                                                                                                                                        type ListForecastExportJobsPaginatorOptions

                                                                                                                                        type ListForecastExportJobsPaginatorOptions struct {
                                                                                                                                        	// The number of items to return in the response.
                                                                                                                                        	Limit int32
                                                                                                                                        
                                                                                                                                        	// Set to true if pagination should stop if the service returns a pagination token
                                                                                                                                        	// that matches the most recent token provided to the service.
                                                                                                                                        	StopOnDuplicateToken bool
                                                                                                                                        }

                                                                                                                                          ListForecastExportJobsPaginatorOptions is the paginator options for ListForecastExportJobs

                                                                                                                                          type ListForecastsAPIClient

                                                                                                                                          type ListForecastsAPIClient interface {
                                                                                                                                          	ListForecasts(context.Context, *ListForecastsInput, ...func(*Options)) (*ListForecastsOutput, error)
                                                                                                                                          }

                                                                                                                                            ListForecastsAPIClient is a client that implements the ListForecasts operation.

                                                                                                                                            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 []types.Filter
                                                                                                                                            
                                                                                                                                            	// The number of items to return in the response.
                                                                                                                                            	MaxResults *int32
                                                                                                                                            
                                                                                                                                            	// 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
                                                                                                                                            }

                                                                                                                                            type ListForecastsOutput

                                                                                                                                            type ListForecastsOutput struct {
                                                                                                                                            
                                                                                                                                            	// An array of objects that summarize each forecast's properties.
                                                                                                                                            	Forecasts []types.ForecastSummary
                                                                                                                                            
                                                                                                                                            	// 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
                                                                                                                                            
                                                                                                                                            	// Metadata pertaining to the operation's result.
                                                                                                                                            	ResultMetadata middleware.Metadata
                                                                                                                                            }

                                                                                                                                            type ListForecastsPaginator

                                                                                                                                            type ListForecastsPaginator struct {
                                                                                                                                            	// contains filtered or unexported fields
                                                                                                                                            }

                                                                                                                                              ListForecastsPaginator is a paginator for ListForecasts

                                                                                                                                              func NewListForecastsPaginator

                                                                                                                                              func NewListForecastsPaginator(client ListForecastsAPIClient, params *ListForecastsInput, optFns ...func(*ListForecastsPaginatorOptions)) *ListForecastsPaginator

                                                                                                                                                NewListForecastsPaginator returns a new ListForecastsPaginator

                                                                                                                                                func (*ListForecastsPaginator) HasMorePages

                                                                                                                                                func (p *ListForecastsPaginator) HasMorePages() bool

                                                                                                                                                  HasMorePages returns a boolean indicating whether more pages are available

                                                                                                                                                  func (*ListForecastsPaginator) NextPage

                                                                                                                                                  func (p *ListForecastsPaginator) NextPage(ctx context.Context, optFns ...func(*Options)) (*ListForecastsOutput, error)

                                                                                                                                                    NextPage retrieves the next ListForecasts page.

                                                                                                                                                    type ListForecastsPaginatorOptions

                                                                                                                                                    type ListForecastsPaginatorOptions struct {
                                                                                                                                                    	// The number of items to return in the response.
                                                                                                                                                    	Limit int32
                                                                                                                                                    
                                                                                                                                                    	// Set to true if pagination should stop if the service returns a pagination token
                                                                                                                                                    	// that matches the most recent token provided to the service.
                                                                                                                                                    	StopOnDuplicateToken bool
                                                                                                                                                    }

                                                                                                                                                      ListForecastsPaginatorOptions is the paginator options for ListForecasts

                                                                                                                                                      type ListPredictorBacktestExportJobsAPIClient

                                                                                                                                                      type ListPredictorBacktestExportJobsAPIClient interface {
                                                                                                                                                      	ListPredictorBacktestExportJobs(context.Context, *ListPredictorBacktestExportJobsInput, ...func(*Options)) (*ListPredictorBacktestExportJobsOutput, error)
                                                                                                                                                      }

                                                                                                                                                        ListPredictorBacktestExportJobsAPIClient is a client that implements the ListPredictorBacktestExportJobs operation.

                                                                                                                                                        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
                                                                                                                                                        	// PredictorBacktestExportJobArn and Status.
                                                                                                                                                        	//
                                                                                                                                                        	// * Value - The value to match.
                                                                                                                                                        	Filters []types.Filter
                                                                                                                                                        
                                                                                                                                                        	// The number of items to return in the response.
                                                                                                                                                        	MaxResults *int32
                                                                                                                                                        
                                                                                                                                                        	// 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
                                                                                                                                                        }

                                                                                                                                                        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
                                                                                                                                                        
                                                                                                                                                        	// An array of objects that summarize the properties of each predictor backtest
                                                                                                                                                        	// export job.
                                                                                                                                                        	PredictorBacktestExportJobs []types.PredictorBacktestExportJobSummary
                                                                                                                                                        
                                                                                                                                                        	// Metadata pertaining to the operation's result.
                                                                                                                                                        	ResultMetadata middleware.Metadata
                                                                                                                                                        }

                                                                                                                                                        type ListPredictorBacktestExportJobsPaginator

                                                                                                                                                        type ListPredictorBacktestExportJobsPaginator struct {
                                                                                                                                                        	// contains filtered or unexported fields
                                                                                                                                                        }

                                                                                                                                                          ListPredictorBacktestExportJobsPaginator is a paginator for ListPredictorBacktestExportJobs

                                                                                                                                                          func NewListPredictorBacktestExportJobsPaginator

                                                                                                                                                            NewListPredictorBacktestExportJobsPaginator returns a new ListPredictorBacktestExportJobsPaginator

                                                                                                                                                            func (*ListPredictorBacktestExportJobsPaginator) HasMorePages

                                                                                                                                                              HasMorePages returns a boolean indicating whether more pages are available

                                                                                                                                                              func (*ListPredictorBacktestExportJobsPaginator) NextPage

                                                                                                                                                                NextPage retrieves the next ListPredictorBacktestExportJobs page.

                                                                                                                                                                type ListPredictorBacktestExportJobsPaginatorOptions

                                                                                                                                                                type ListPredictorBacktestExportJobsPaginatorOptions struct {
                                                                                                                                                                	// The number of items to return in the response.
                                                                                                                                                                	Limit int32
                                                                                                                                                                
                                                                                                                                                                	// Set to true if pagination should stop if the service returns a pagination token
                                                                                                                                                                	// that matches the most recent token provided to the service.
                                                                                                                                                                	StopOnDuplicateToken bool
                                                                                                                                                                }

                                                                                                                                                                  ListPredictorBacktestExportJobsPaginatorOptions is the paginator options for ListPredictorBacktestExportJobs

                                                                                                                                                                  type ListPredictorsAPIClient

                                                                                                                                                                  type ListPredictorsAPIClient interface {
                                                                                                                                                                  	ListPredictors(context.Context, *ListPredictorsInput, ...func(*Options)) (*ListPredictorsOutput, error)
                                                                                                                                                                  }

                                                                                                                                                                    ListPredictorsAPIClient is a client that implements the ListPredictors operation.

                                                                                                                                                                    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 []types.Filter
                                                                                                                                                                    
                                                                                                                                                                    	// The number of items to return in the response.
                                                                                                                                                                    	MaxResults *int32
                                                                                                                                                                    
                                                                                                                                                                    	// 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
                                                                                                                                                                    }

                                                                                                                                                                    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
                                                                                                                                                                    
                                                                                                                                                                    	// An array of objects that summarize each predictor's properties.
                                                                                                                                                                    	Predictors []types.PredictorSummary
                                                                                                                                                                    
                                                                                                                                                                    	// Metadata pertaining to the operation's result.
                                                                                                                                                                    	ResultMetadata middleware.Metadata
                                                                                                                                                                    }

                                                                                                                                                                    type ListPredictorsPaginator

                                                                                                                                                                    type ListPredictorsPaginator struct {
                                                                                                                                                                    	// contains filtered or unexported fields
                                                                                                                                                                    }

                                                                                                                                                                      ListPredictorsPaginator is a paginator for ListPredictors

                                                                                                                                                                      func NewListPredictorsPaginator

                                                                                                                                                                      func NewListPredictorsPaginator(client ListPredictorsAPIClient, params *ListPredictorsInput, optFns ...func(*ListPredictorsPaginatorOptions)) *ListPredictorsPaginator

                                                                                                                                                                        NewListPredictorsPaginator returns a new ListPredictorsPaginator

                                                                                                                                                                        func (*ListPredictorsPaginator) HasMorePages

                                                                                                                                                                        func (p *ListPredictorsPaginator) HasMorePages() bool

                                                                                                                                                                          HasMorePages returns a boolean indicating whether more pages are available

                                                                                                                                                                          func (*ListPredictorsPaginator) NextPage

                                                                                                                                                                          func (p *ListPredictorsPaginator) NextPage(ctx context.Context, optFns ...func(*Options)) (*ListPredictorsOutput, error)

                                                                                                                                                                            NextPage retrieves the next ListPredictors page.

                                                                                                                                                                            type ListPredictorsPaginatorOptions

                                                                                                                                                                            type ListPredictorsPaginatorOptions struct {
                                                                                                                                                                            	// The number of items to return in the response.
                                                                                                                                                                            	Limit int32
                                                                                                                                                                            
                                                                                                                                                                            	// Set to true if pagination should stop if the service returns a pagination token
                                                                                                                                                                            	// that matches the most recent token provided to the service.
                                                                                                                                                                            	StopOnDuplicateToken bool
                                                                                                                                                                            }

                                                                                                                                                                              ListPredictorsPaginatorOptions is the paginator options for ListPredictors

                                                                                                                                                                              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.
                                                                                                                                                                              	//
                                                                                                                                                                              	// This member is required.
                                                                                                                                                                              	ResourceArn *string
                                                                                                                                                                              }

                                                                                                                                                                              type ListTagsForResourceOutput

                                                                                                                                                                              type ListTagsForResourceOutput struct {
                                                                                                                                                                              
                                                                                                                                                                              	// The tags for the resource.
                                                                                                                                                                              	Tags []types.Tag
                                                                                                                                                                              
                                                                                                                                                                              	// Metadata pertaining to the operation's result.
                                                                                                                                                                              	ResultMetadata middleware.Metadata
                                                                                                                                                                              }

                                                                                                                                                                              type Options

                                                                                                                                                                              type Options struct {
                                                                                                                                                                              	// Set of options to modify how an operation is invoked. These apply to all
                                                                                                                                                                              	// operations invoked for this client. Use functional options on operation call to
                                                                                                                                                                              	// modify this list for per operation behavior.
                                                                                                                                                                              	APIOptions []func(*middleware.Stack) error
                                                                                                                                                                              
                                                                                                                                                                              	// Configures the events that will be sent to the configured logger.
                                                                                                                                                                              	ClientLogMode aws.ClientLogMode
                                                                                                                                                                              
                                                                                                                                                                              	// The credentials object to use when signing requests.
                                                                                                                                                                              	Credentials aws.CredentialsProvider
                                                                                                                                                                              
                                                                                                                                                                              	// The endpoint options to be used when attempting to resolve an endpoint.
                                                                                                                                                                              	EndpointOptions EndpointResolverOptions
                                                                                                                                                                              
                                                                                                                                                                              	// The service endpoint resolver.
                                                                                                                                                                              	EndpointResolver EndpointResolver
                                                                                                                                                                              
                                                                                                                                                                              	// Signature Version 4 (SigV4) Signer
                                                                                                                                                                              	HTTPSignerV4 HTTPSignerV4
                                                                                                                                                                              
                                                                                                                                                                              	// The logger writer interface to write logging messages to.
                                                                                                                                                                              	Logger logging.Logger
                                                                                                                                                                              
                                                                                                                                                                              	// The region to send requests to. (Required)
                                                                                                                                                                              	Region string
                                                                                                                                                                              
                                                                                                                                                                              	// Retryer guides how HTTP requests should be retried in case of recoverable
                                                                                                                                                                              	// failures. When nil the API client will use a default retryer.
                                                                                                                                                                              	Retryer aws.Retryer
                                                                                                                                                                              
                                                                                                                                                                              	// The HTTP client to invoke API calls with. Defaults to client's default HTTP
                                                                                                                                                                              	// implementation if nil.
                                                                                                                                                                              	HTTPClient HTTPClient
                                                                                                                                                                              }

                                                                                                                                                                              func (Options) Copy

                                                                                                                                                                              func (o Options) Copy() Options

                                                                                                                                                                                Copy creates a clone where the APIOptions list is deep copied.

                                                                                                                                                                                type ResolveEndpoint

                                                                                                                                                                                type ResolveEndpoint struct {
                                                                                                                                                                                	Resolver EndpointResolver
                                                                                                                                                                                	Options  EndpointResolverOptions
                                                                                                                                                                                }

                                                                                                                                                                                func (*ResolveEndpoint) HandleSerialize

                                                                                                                                                                                func (*ResolveEndpoint) ID

                                                                                                                                                                                func (*ResolveEndpoint) ID() string

                                                                                                                                                                                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.
                                                                                                                                                                                	//
                                                                                                                                                                                	// This member is required.
                                                                                                                                                                                	ResourceArn *string
                                                                                                                                                                                
                                                                                                                                                                                	// 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.
                                                                                                                                                                                	//
                                                                                                                                                                                	// This member is required.
                                                                                                                                                                                	Tags []types.Tag
                                                                                                                                                                                }

                                                                                                                                                                                type TagResourceOutput

                                                                                                                                                                                type TagResourceOutput struct {
                                                                                                                                                                                	// Metadata pertaining to the operation's result.
                                                                                                                                                                                	ResultMetadata middleware.Metadata
                                                                                                                                                                                }

                                                                                                                                                                                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.
                                                                                                                                                                                	//
                                                                                                                                                                                	// This member is required.
                                                                                                                                                                                	ResourceArn *string
                                                                                                                                                                                
                                                                                                                                                                                	// The keys of the tags to be removed.
                                                                                                                                                                                	//
                                                                                                                                                                                	// This member is required.
                                                                                                                                                                                	TagKeys []string
                                                                                                                                                                                }

                                                                                                                                                                                type UntagResourceOutput

                                                                                                                                                                                type UntagResourceOutput struct {
                                                                                                                                                                                	// Metadata pertaining to the operation's result.
                                                                                                                                                                                	ResultMetadata middleware.Metadata
                                                                                                                                                                                }

                                                                                                                                                                                type UpdateDatasetGroupInput

                                                                                                                                                                                type UpdateDatasetGroupInput struct {
                                                                                                                                                                                
                                                                                                                                                                                	// An array of the Amazon Resource Names (ARNs) of the datasets to add to the
                                                                                                                                                                                	// dataset group.
                                                                                                                                                                                	//
                                                                                                                                                                                	// This member is required.
                                                                                                                                                                                	DatasetArns []string
                                                                                                                                                                                
                                                                                                                                                                                	// The ARN of the dataset group.
                                                                                                                                                                                	//
                                                                                                                                                                                	// This member is required.
                                                                                                                                                                                	DatasetGroupArn *string
                                                                                                                                                                                }

                                                                                                                                                                                type UpdateDatasetGroupOutput

                                                                                                                                                                                type UpdateDatasetGroupOutput struct {
                                                                                                                                                                                	// Metadata pertaining to the operation's result.
                                                                                                                                                                                	ResultMetadata middleware.Metadata
                                                                                                                                                                                }

                                                                                                                                                                                Directories

                                                                                                                                                                                Path Synopsis
                                                                                                                                                                                internal