AmazonForecastAsyncClient (AWS SDK for Java

java.lang.Object
- com.amazonaws.AmazonWebServiceClient
- - com.amazonaws.services.forecast.AmazonForecastClient
  - - com.amazonaws.services.forecast.AmazonForecastAsyncClient

All Implemented Interfaces:

AmazonForecast, AmazonForecastAsync
```
@ThreadSafe
 @Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class AmazonForecastAsyncClient
extends AmazonForecastClient
implements AmazonForecastAsync
```
Client for accessing Amazon Forecast Service asynchronously. Each asynchronous method will return a Java Future object representing the asynchronous operation; overloads which accept an AsyncHandler can be used to receive notification when an asynchronous operation completes.

Provides APIs for creating and managing Amazon Forecast resources.

Field Summary
- Fields inherited from class com.amazonaws.AmazonWebServiceClient
  LOGGING_AWS_REQUEST_METRIC
- Fields inherited from interface com.amazonaws.services.forecast.AmazonForecast
  ENDPOINT_PREFIX

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`static AmazonForecastAsyncClientBuilder`	`asyncBuilder()`
`Future<CreateDatasetResult>`	`createDatasetAsync(CreateDatasetRequest request)` Creates an Amazon Forecast dataset.
`Future<CreateDatasetResult>`	`createDatasetAsync(CreateDatasetRequest request, AsyncHandler<CreateDatasetRequest,CreateDatasetResult> asyncHandler)` Creates an Amazon Forecast dataset.
`Future<CreateDatasetGroupResult>`	`createDatasetGroupAsync(CreateDatasetGroupRequest request)` Creates a dataset group, which holds a collection of related datasets.
`Future<CreateDatasetGroupResult>`	`createDatasetGroupAsync(CreateDatasetGroupRequest request, AsyncHandler<CreateDatasetGroupRequest,CreateDatasetGroupResult> asyncHandler)` Creates a dataset group, which holds a collection of related datasets.
`Future<CreateDatasetImportJobResult>`	`createDatasetImportJobAsync(CreateDatasetImportJobRequest request)` Imports your training data to an Amazon Forecast dataset.
`Future<CreateDatasetImportJobResult>`	`createDatasetImportJobAsync(CreateDatasetImportJobRequest request, AsyncHandler<CreateDatasetImportJobRequest,CreateDatasetImportJobResult> asyncHandler)` Imports your training data to an Amazon Forecast dataset.
`Future<CreateForecastResult>`	`createForecastAsync(CreateForecastRequest request)` Creates a forecast for each item in the `TARGET_TIME_SERIES` dataset that was used to train the predictor.
`Future<CreateForecastResult>`	`createForecastAsync(CreateForecastRequest request, AsyncHandler<CreateForecastRequest,CreateForecastResult> asyncHandler)` Creates a forecast for each item in the `TARGET_TIME_SERIES` dataset that was used to train the predictor.
`Future<CreateForecastExportJobResult>`	`createForecastExportJobAsync(CreateForecastExportJobRequest request)` Exports a forecast created by the CreateForecast operation to your Amazon Simple Storage Service (Amazon S3) bucket.
`Future<CreateForecastExportJobResult>`	`createForecastExportJobAsync(CreateForecastExportJobRequest request, AsyncHandler<CreateForecastExportJobRequest,CreateForecastExportJobResult> asyncHandler)` Exports a forecast created by the CreateForecast operation to your Amazon Simple Storage Service (Amazon S3) bucket.
`Future<CreatePredictorResult>`	`createPredictorAsync(CreatePredictorRequest request)` Creates an Amazon Forecast predictor.
`Future<CreatePredictorResult>`	`createPredictorAsync(CreatePredictorRequest request, AsyncHandler<CreatePredictorRequest,CreatePredictorResult> asyncHandler)` Creates an Amazon Forecast predictor.
`Future<CreatePredictorBacktestExportJobResult>`	`createPredictorBacktestExportJobAsync(CreatePredictorBacktestExportJobRequest request)` Exports backtest forecasts and accuracy metrics generated by the CreatePredictor operation.
`Future<CreatePredictorBacktestExportJobResult>`	`createPredictorBacktestExportJobAsync(CreatePredictorBacktestExportJobRequest request, AsyncHandler<CreatePredictorBacktestExportJobRequest,CreatePredictorBacktestExportJobResult> asyncHandler)` Exports backtest forecasts and accuracy metrics generated by the CreatePredictor operation.
`Future<DeleteDatasetResult>`	`deleteDatasetAsync(DeleteDatasetRequest request)` Deletes an Amazon Forecast dataset that was created using the CreateDataset operation.
`Future<DeleteDatasetResult>`	`deleteDatasetAsync(DeleteDatasetRequest request, AsyncHandler<DeleteDatasetRequest,DeleteDatasetResult> asyncHandler)` Deletes an Amazon Forecast dataset that was created using the CreateDataset operation.
`Future<DeleteDatasetGroupResult>`	`deleteDatasetGroupAsync(DeleteDatasetGroupRequest request)` Deletes a dataset group created using the CreateDatasetGroup operation.
`Future<DeleteDatasetGroupResult>`	`deleteDatasetGroupAsync(DeleteDatasetGroupRequest request, AsyncHandler<DeleteDatasetGroupRequest,DeleteDatasetGroupResult> asyncHandler)` Deletes a dataset group created using the CreateDatasetGroup operation.
`Future<DeleteDatasetImportJobResult>`	`deleteDatasetImportJobAsync(DeleteDatasetImportJobRequest request)` Deletes a dataset import job created using the CreateDatasetImportJob operation.
`Future<DeleteDatasetImportJobResult>`	`deleteDatasetImportJobAsync(DeleteDatasetImportJobRequest request, AsyncHandler<DeleteDatasetImportJobRequest,DeleteDatasetImportJobResult> asyncHandler)` Deletes a dataset import job created using the CreateDatasetImportJob operation.
`Future<DeleteForecastResult>`	`deleteForecastAsync(DeleteForecastRequest request)` Deletes a forecast created using the CreateForecast operation.
`Future<DeleteForecastResult>`	`deleteForecastAsync(DeleteForecastRequest request, AsyncHandler<DeleteForecastRequest,DeleteForecastResult> asyncHandler)` Deletes a forecast created using the CreateForecast operation.
`Future<DeleteForecastExportJobResult>`	`deleteForecastExportJobAsync(DeleteForecastExportJobRequest request)` Deletes a forecast export job created using the CreateForecastExportJob operation.
`Future<DeleteForecastExportJobResult>`	`deleteForecastExportJobAsync(DeleteForecastExportJobRequest request, AsyncHandler<DeleteForecastExportJobRequest,DeleteForecastExportJobResult> asyncHandler)` Deletes a forecast export job created using the CreateForecastExportJob operation.
`Future<DeletePredictorResult>`	`deletePredictorAsync(DeletePredictorRequest request)` Deletes a predictor created using the CreatePredictor operation.
`Future<DeletePredictorResult>`	`deletePredictorAsync(DeletePredictorRequest request, AsyncHandler<DeletePredictorRequest,DeletePredictorResult> asyncHandler)` Deletes a predictor created using the CreatePredictor operation.
`Future<DeletePredictorBacktestExportJobResult>`	`deletePredictorBacktestExportJobAsync(DeletePredictorBacktestExportJobRequest request)` Deletes a predictor backtest export job.
`Future<DeletePredictorBacktestExportJobResult>`	`deletePredictorBacktestExportJobAsync(DeletePredictorBacktestExportJobRequest request, AsyncHandler<DeletePredictorBacktestExportJobRequest,DeletePredictorBacktestExportJobResult> asyncHandler)` Deletes a predictor backtest export job.
`Future<DescribeDatasetResult>`	`describeDatasetAsync(DescribeDatasetRequest request)` Describes an Amazon Forecast dataset created using the CreateDataset operation.
`Future<DescribeDatasetResult>`	`describeDatasetAsync(DescribeDatasetRequest request, AsyncHandler<DescribeDatasetRequest,DescribeDatasetResult> asyncHandler)` Describes an Amazon Forecast dataset created using the CreateDataset operation.
`Future<DescribeDatasetGroupResult>`	`describeDatasetGroupAsync(DescribeDatasetGroupRequest request)` Describes a dataset group created using the CreateDatasetGroup operation.
`Future<DescribeDatasetGroupResult>`	`describeDatasetGroupAsync(DescribeDatasetGroupRequest request, AsyncHandler<DescribeDatasetGroupRequest,DescribeDatasetGroupResult> asyncHandler)` Describes a dataset group created using the CreateDatasetGroup operation.
`Future<DescribeDatasetImportJobResult>`	`describeDatasetImportJobAsync(DescribeDatasetImportJobRequest request)` Describes a dataset import job created using the CreateDatasetImportJob operation.
`Future<DescribeDatasetImportJobResult>`	`describeDatasetImportJobAsync(DescribeDatasetImportJobRequest request, AsyncHandler<DescribeDatasetImportJobRequest,DescribeDatasetImportJobResult> asyncHandler)` Describes a dataset import job created using the CreateDatasetImportJob operation.
`Future<DescribeForecastResult>`	`describeForecastAsync(DescribeForecastRequest request)` Describes a forecast created using the CreateForecast operation.
`Future<DescribeForecastResult>`	`describeForecastAsync(DescribeForecastRequest request, AsyncHandler<DescribeForecastRequest,DescribeForecastResult> asyncHandler)` Describes a forecast created using the CreateForecast operation.
`Future<DescribeForecastExportJobResult>`	`describeForecastExportJobAsync(DescribeForecastExportJobRequest request)` Describes a forecast export job created using the CreateForecastExportJob operation.
`Future<DescribeForecastExportJobResult>`	`describeForecastExportJobAsync(DescribeForecastExportJobRequest request, AsyncHandler<DescribeForecastExportJobRequest,DescribeForecastExportJobResult> asyncHandler)` Describes a forecast export job created using the CreateForecastExportJob operation.
`Future<DescribePredictorResult>`	`describePredictorAsync(DescribePredictorRequest request)` Describes a predictor created using the CreatePredictor operation.
`Future<DescribePredictorResult>`	`describePredictorAsync(DescribePredictorRequest request, AsyncHandler<DescribePredictorRequest,DescribePredictorResult> asyncHandler)` Describes a predictor created using the CreatePredictor operation.
`Future<DescribePredictorBacktestExportJobResult>`	`describePredictorBacktestExportJobAsync(DescribePredictorBacktestExportJobRequest request)` Describes a predictor backtest export job created using the CreatePredictorBacktestExportJob operation.
`Future<DescribePredictorBacktestExportJobResult>`	`describePredictorBacktestExportJobAsync(DescribePredictorBacktestExportJobRequest request, AsyncHandler<DescribePredictorBacktestExportJobRequest,DescribePredictorBacktestExportJobResult> asyncHandler)` Describes a predictor backtest export job created using the CreatePredictorBacktestExportJob operation.
`Future<GetAccuracyMetricsResult>`	`getAccuracyMetricsAsync(GetAccuracyMetricsRequest request)` Provides metrics on the accuracy of the models that were trained by the CreatePredictor operation.
`Future<GetAccuracyMetricsResult>`	`getAccuracyMetricsAsync(GetAccuracyMetricsRequest request, AsyncHandler<GetAccuracyMetricsRequest,GetAccuracyMetricsResult> asyncHandler)` Provides metrics on the accuracy of the models that were trained by the CreatePredictor operation.
`ExecutorService`	`getExecutorService()` Returns the executor service used by this client to execute async requests.
`Future<ListDatasetGroupsResult>`	`listDatasetGroupsAsync(ListDatasetGroupsRequest request)` Returns a list of dataset groups created using the CreateDatasetGroup operation.
`Future<ListDatasetGroupsResult>`	`listDatasetGroupsAsync(ListDatasetGroupsRequest request, AsyncHandler<ListDatasetGroupsRequest,ListDatasetGroupsResult> asyncHandler)` Returns a list of dataset groups created using the CreateDatasetGroup operation.
`Future<ListDatasetImportJobsResult>`	`listDatasetImportJobsAsync(ListDatasetImportJobsRequest request)` Returns a list of dataset import jobs created using the CreateDatasetImportJob operation.
`Future<ListDatasetImportJobsResult>`	`listDatasetImportJobsAsync(ListDatasetImportJobsRequest request, AsyncHandler<ListDatasetImportJobsRequest,ListDatasetImportJobsResult> asyncHandler)` Returns a list of dataset import jobs created using the CreateDatasetImportJob operation.
`Future<ListDatasetsResult>`	`listDatasetsAsync(ListDatasetsRequest request)` Returns a list of datasets created using the CreateDataset operation.
`Future<ListDatasetsResult>`	`listDatasetsAsync(ListDatasetsRequest request, AsyncHandler<ListDatasetsRequest,ListDatasetsResult> asyncHandler)` Returns a list of datasets created using the CreateDataset operation.
`Future<ListForecastExportJobsResult>`	`listForecastExportJobsAsync(ListForecastExportJobsRequest request)` Returns a list of forecast export jobs created using the CreateForecastExportJob operation.
`Future<ListForecastExportJobsResult>`	`listForecastExportJobsAsync(ListForecastExportJobsRequest request, AsyncHandler<ListForecastExportJobsRequest,ListForecastExportJobsResult> asyncHandler)` Returns a list of forecast export jobs created using the CreateForecastExportJob operation.
`Future<ListForecastsResult>`	`listForecastsAsync(ListForecastsRequest request)` Returns a list of forecasts created using the CreateForecast operation.
`Future<ListForecastsResult>`	`listForecastsAsync(ListForecastsRequest request, AsyncHandler<ListForecastsRequest,ListForecastsResult> asyncHandler)` Returns a list of forecasts created using the CreateForecast operation.
`Future<ListPredictorBacktestExportJobsResult>`	`listPredictorBacktestExportJobsAsync(ListPredictorBacktestExportJobsRequest request)` Returns a list of predictor backtest export jobs created using the CreatePredictorBacktestExportJob operation.
`Future<ListPredictorBacktestExportJobsResult>`	`listPredictorBacktestExportJobsAsync(ListPredictorBacktestExportJobsRequest request, AsyncHandler<ListPredictorBacktestExportJobsRequest,ListPredictorBacktestExportJobsResult> asyncHandler)` Returns a list of predictor backtest export jobs created using the CreatePredictorBacktestExportJob operation.
`Future<ListPredictorsResult>`	`listPredictorsAsync(ListPredictorsRequest request)` Returns a list of predictors created using the CreatePredictor operation.
`Future<ListPredictorsResult>`	`listPredictorsAsync(ListPredictorsRequest request, AsyncHandler<ListPredictorsRequest,ListPredictorsResult> asyncHandler)` Returns a list of predictors created using the CreatePredictor operation.
`Future<ListTagsForResourceResult>`	`listTagsForResourceAsync(ListTagsForResourceRequest request)` Lists the tags for an Amazon Forecast resource.
`Future<ListTagsForResourceResult>`	`listTagsForResourceAsync(ListTagsForResourceRequest request, AsyncHandler<ListTagsForResourceRequest,ListTagsForResourceResult> asyncHandler)` Lists the tags for an Amazon Forecast resource.
`void`	`shutdown()` Shuts down the client, releasing all managed resources.
`Future<TagResourceResult>`	`tagResourceAsync(TagResourceRequest request)` Associates the specified tags to a resource with the specified `resourceArn`.
`Future<TagResourceResult>`	`tagResourceAsync(TagResourceRequest request, AsyncHandler<TagResourceRequest,TagResourceResult> asyncHandler)` Associates the specified tags to a resource with the specified `resourceArn`.
`Future<UntagResourceResult>`	`untagResourceAsync(UntagResourceRequest request)` Deletes the specified tags from a resource.
`Future<UntagResourceResult>`	`untagResourceAsync(UntagResourceRequest request, AsyncHandler<UntagResourceRequest,UntagResourceResult> asyncHandler)` Deletes the specified tags from a resource.
`Future<UpdateDatasetGroupResult>`	`updateDatasetGroupAsync(UpdateDatasetGroupRequest request)` Replaces the datasets in a dataset group with the specified datasets.
`Future<UpdateDatasetGroupResult>`	`updateDatasetGroupAsync(UpdateDatasetGroupRequest request, AsyncHandler<UpdateDatasetGroupRequest,UpdateDatasetGroupResult> asyncHandler)` Replaces the datasets in a dataset group with the specified datasets.

Methods inherited from class java.lang.Object
equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Method Detail
  - asyncBuilder
```
public static AmazonForecastAsyncClientBuilder asyncBuilder()
```
  - getExecutorService
```
public ExecutorService getExecutorService()
```
    Returns the executor service used by this client to execute async requests.
    
    Returns:
    
    The executor service used by this client to execute async requests.
  - createDatasetAsync
```
public Future<CreateDatasetResult> createDatasetAsync(CreateDatasetRequest request)
```
    Description copied from interface: AmazonForecastAsync
    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.
    
    The Status of a dataset must be ACTIVE before you can import training data. Use the DescribeDataset operation to get the status.
    Specified by:
    
    createDatasetAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the CreateDataset operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - createDatasetAsync
```
public Future<CreateDatasetResult> createDatasetAsync(CreateDatasetRequest request,
                                                      AsyncHandler<CreateDatasetRequest,CreateDatasetResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    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.
    
    The Status of a dataset must be ACTIVE before you can import training data. Use the DescribeDataset operation to get the status.
    Specified by:
    
    createDatasetAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the CreateDataset operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - createDatasetGroupAsync
```
public Future<CreateDatasetGroupResult> createDatasetGroupAsync(CreateDatasetGroupRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    createDatasetGroupAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the CreateDatasetGroup operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - createDatasetGroupAsync
```
public Future<CreateDatasetGroupResult> createDatasetGroupAsync(CreateDatasetGroupRequest request,
                                                                AsyncHandler<CreateDatasetGroupRequest,CreateDatasetGroupResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    createDatasetGroupAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the CreateDatasetGroup operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - createDatasetImportJobAsync
```
public Future<CreateDatasetImportJobResult> createDatasetImportJobAsync(CreateDatasetImportJobRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    createDatasetImportJobAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the CreateDatasetImportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - createDatasetImportJobAsync
```
public Future<CreateDatasetImportJobResult> createDatasetImportJobAsync(CreateDatasetImportJobRequest request,
                                                                        AsyncHandler<CreateDatasetImportJobRequest,CreateDatasetImportJobResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    createDatasetImportJobAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the CreateDatasetImportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - createForecastAsync
```
public Future<CreateForecastResult> createForecastAsync(CreateForecastRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    createForecastAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the CreateForecast operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - createForecastAsync
```
public Future<CreateForecastResult> createForecastAsync(CreateForecastRequest request,
                                                        AsyncHandler<CreateForecastRequest,CreateForecastResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    createForecastAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the CreateForecast operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - createForecastExportJobAsync
```
public Future<CreateForecastExportJobResult> createForecastExportJobAsync(CreateForecastExportJobRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    Exports a forecast created by the CreateForecast operation to your Amazon Simple Storage Service (Amazon S3) bucket. The forecast file name will match the following conventions:
    
    <ForecastExportJobName>_<ExportTimestamp>_<PartNumber>
    
    where the <ExportTimestamp> component is in Java SimpleDateFormat (yyyy-MM-ddTHH-mm-ssZ).
    
    You must specify a DataDestination object that includes an AWS Identity and Access Management (IAM) role that Amazon Forecast can assume to access the Amazon S3 bucket. For more information, see aws-forecast-iam-roles.
    
    For more information, see howitworks-forecast.
    
    To get a list of all your forecast export jobs, use the ListForecastExportJobs operation.
    
    The Status of the forecast export job must be ACTIVE before you can access the forecast in your Amazon S3 bucket. To get the status, use the DescribeForecastExportJob operation.
    
    Specified by:
    
    createForecastExportJobAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the CreateForecastExportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - createForecastExportJobAsync
```
public Future<CreateForecastExportJobResult> createForecastExportJobAsync(CreateForecastExportJobRequest request,
                                                                          AsyncHandler<CreateForecastExportJobRequest,CreateForecastExportJobResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    Exports a forecast created by the CreateForecast operation to your Amazon Simple Storage Service (Amazon S3) bucket. The forecast file name will match the following conventions:
    
    <ForecastExportJobName>_<ExportTimestamp>_<PartNumber>
    
    where the <ExportTimestamp> component is in Java SimpleDateFormat (yyyy-MM-ddTHH-mm-ssZ).
    
    You must specify a DataDestination object that includes an AWS Identity and Access Management (IAM) role that Amazon Forecast can assume to access the Amazon S3 bucket. For more information, see aws-forecast-iam-roles.
    
    For more information, see howitworks-forecast.
    
    To get a list of all your forecast export jobs, use the ListForecastExportJobs operation.
    
    The Status of the forecast export job must be ACTIVE before you can access the forecast in your Amazon S3 bucket. To get the status, use the DescribeForecastExportJob operation.
    
    Specified by:
    
    createForecastExportJobAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the CreateForecastExportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - createPredictorAsync
```
public Future<CreatePredictorResult> createPredictorAsync(CreatePredictorRequest request)
```
    Description copied from interface: AmazonForecastAsync
    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.
    Specified by:
    
    createPredictorAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the CreatePredictor operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - createPredictorAsync
```
public Future<CreatePredictorResult> createPredictorAsync(CreatePredictorRequest request,
                                                          AsyncHandler<CreatePredictorRequest,CreatePredictorResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    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.
    Specified by:
    
    createPredictorAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the CreatePredictor operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - createPredictorBacktestExportJobAsync
```
public Future<CreatePredictorBacktestExportJobResult> createPredictorBacktestExportJobAsync(CreatePredictorBacktestExportJobRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    Exports backtest forecasts and accuracy metrics generated by the CreatePredictor operation. Two folders containing CSV files are exported to your specified S3 bucket.
    
    The export file names will match the following conventions:
    
    <ExportJobName>_<ExportTimestamp>_<PartNumber>.csv
    
    The <ExportTimestamp> component is in Java SimpleDate format (yyyy-MM-ddTHH-mm-ssZ).
    
    You must specify a DataDestination object that includes an Amazon S3 bucket and an AWS Identity and Access Management (IAM) role that Amazon Forecast can assume to access the Amazon S3 bucket. For more information, see aws-forecast-iam-roles.
    
    The Status of the export job must be ACTIVE before you can access the export in your Amazon S3 bucket. To get the status, use the DescribePredictorBacktestExportJob operation.
    
    Specified by:
    
    createPredictorBacktestExportJobAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the CreatePredictorBacktestExportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - createPredictorBacktestExportJobAsync
```
public Future<CreatePredictorBacktestExportJobResult> createPredictorBacktestExportJobAsync(CreatePredictorBacktestExportJobRequest request,
                                                                                            AsyncHandler<CreatePredictorBacktestExportJobRequest,CreatePredictorBacktestExportJobResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    Exports backtest forecasts and accuracy metrics generated by the CreatePredictor operation. Two folders containing CSV files are exported to your specified S3 bucket.
    
    The export file names will match the following conventions:
    
    <ExportJobName>_<ExportTimestamp>_<PartNumber>.csv
    
    The <ExportTimestamp> component is in Java SimpleDate format (yyyy-MM-ddTHH-mm-ssZ).
    
    You must specify a DataDestination object that includes an Amazon S3 bucket and an AWS Identity and Access Management (IAM) role that Amazon Forecast can assume to access the Amazon S3 bucket. For more information, see aws-forecast-iam-roles.
    
    The Status of the export job must be ACTIVE before you can access the export in your Amazon S3 bucket. To get the status, use the DescribePredictorBacktestExportJob operation.
    
    Specified by:
    
    createPredictorBacktestExportJobAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the CreatePredictorBacktestExportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - deleteDatasetAsync
```
public Future<DeleteDatasetResult> deleteDatasetAsync(DeleteDatasetRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    deleteDatasetAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the DeleteDataset operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - deleteDatasetAsync
```
public Future<DeleteDatasetResult> deleteDatasetAsync(DeleteDatasetRequest request,
                                                      AsyncHandler<DeleteDatasetRequest,DeleteDatasetResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    deleteDatasetAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the DeleteDataset operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - deleteDatasetGroupAsync
```
public Future<DeleteDatasetGroupResult> deleteDatasetGroupAsync(DeleteDatasetGroupRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    deleteDatasetGroupAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the DeleteDatasetGroup operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - deleteDatasetGroupAsync
```
public Future<DeleteDatasetGroupResult> deleteDatasetGroupAsync(DeleteDatasetGroupRequest request,
                                                                AsyncHandler<DeleteDatasetGroupRequest,DeleteDatasetGroupResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    deleteDatasetGroupAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the DeleteDatasetGroup operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - deleteDatasetImportJobAsync
```
public Future<DeleteDatasetImportJobResult> deleteDatasetImportJobAsync(DeleteDatasetImportJobRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    deleteDatasetImportJobAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the DeleteDatasetImportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - deleteDatasetImportJobAsync
```
public Future<DeleteDatasetImportJobResult> deleteDatasetImportJobAsync(DeleteDatasetImportJobRequest request,
                                                                        AsyncHandler<DeleteDatasetImportJobRequest,DeleteDatasetImportJobResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    deleteDatasetImportJobAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the DeleteDatasetImportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - deleteForecastAsync
```
public Future<DeleteForecastResult> deleteForecastAsync(DeleteForecastRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    deleteForecastAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the DeleteForecast operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - deleteForecastAsync
```
public Future<DeleteForecastResult> deleteForecastAsync(DeleteForecastRequest request,
                                                        AsyncHandler<DeleteForecastRequest,DeleteForecastResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    deleteForecastAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the DeleteForecast operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - deleteForecastExportJobAsync
```
public Future<DeleteForecastExportJobResult> deleteForecastExportJobAsync(DeleteForecastExportJobRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    deleteForecastExportJobAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the DeleteForecastExportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - deleteForecastExportJobAsync
```
public Future<DeleteForecastExportJobResult> deleteForecastExportJobAsync(DeleteForecastExportJobRequest request,
                                                                          AsyncHandler<DeleteForecastExportJobRequest,DeleteForecastExportJobResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    deleteForecastExportJobAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the DeleteForecastExportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - deletePredictorAsync
```
public Future<DeletePredictorResult> deletePredictorAsync(DeletePredictorRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    deletePredictorAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the DeletePredictor operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - deletePredictorAsync
```
public Future<DeletePredictorResult> deletePredictorAsync(DeletePredictorRequest request,
                                                          AsyncHandler<DeletePredictorRequest,DeletePredictorResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    deletePredictorAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the DeletePredictor operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - deletePredictorBacktestExportJobAsync
```
public Future<DeletePredictorBacktestExportJobResult> deletePredictorBacktestExportJobAsync(DeletePredictorBacktestExportJobRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    Deletes a predictor backtest export job.
    
    Specified by:
    
    deletePredictorBacktestExportJobAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the DeletePredictorBacktestExportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - deletePredictorBacktestExportJobAsync
```
public Future<DeletePredictorBacktestExportJobResult> deletePredictorBacktestExportJobAsync(DeletePredictorBacktestExportJobRequest request,
                                                                                            AsyncHandler<DeletePredictorBacktestExportJobRequest,DeletePredictorBacktestExportJobResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    Deletes a predictor backtest export job.
    
    Specified by:
    
    deletePredictorBacktestExportJobAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the DeletePredictorBacktestExportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - describeDatasetAsync
```
public Future<DescribeDatasetResult> describeDatasetAsync(DescribeDatasetRequest request)
```
    Description copied from interface: AmazonForecastAsync
    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
    Specified by:
    
    describeDatasetAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the DescribeDataset operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - describeDatasetAsync
```
public Future<DescribeDatasetResult> describeDatasetAsync(DescribeDatasetRequest request,
                                                          AsyncHandler<DescribeDatasetRequest,DescribeDatasetResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    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
    Specified by:
    
    describeDatasetAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the DescribeDataset operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - describeDatasetGroupAsync
```
public Future<DescribeDatasetGroupResult> describeDatasetGroupAsync(DescribeDatasetGroupRequest request)
```
    Description copied from interface: AmazonForecastAsync
    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
    Specified by:
    
    describeDatasetGroupAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the DescribeDatasetGroup operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - describeDatasetGroupAsync
```
public Future<DescribeDatasetGroupResult> describeDatasetGroupAsync(DescribeDatasetGroupRequest request,
                                                                    AsyncHandler<DescribeDatasetGroupRequest,DescribeDatasetGroupResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    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
    Specified by:
    
    describeDatasetGroupAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the DescribeDatasetGroup operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - describeDatasetImportJobAsync
```
public Future<DescribeDatasetImportJobResult> describeDatasetImportJobAsync(DescribeDatasetImportJobRequest request)
```
    Description copied from interface: AmazonForecastAsync
    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.
    Specified by:
    
    describeDatasetImportJobAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the DescribeDatasetImportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - describeDatasetImportJobAsync
```
public Future<DescribeDatasetImportJobResult> describeDatasetImportJobAsync(DescribeDatasetImportJobRequest request,
                                                                            AsyncHandler<DescribeDatasetImportJobRequest,DescribeDatasetImportJobResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    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.
    Specified by:
    
    describeDatasetImportJobAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the DescribeDatasetImportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - describeForecastAsync
```
public Future<DescribeForecastResult> describeForecastAsync(DescribeForecastRequest request)
```
    Description copied from interface: AmazonForecastAsync
    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.
    Specified by:
    
    describeForecastAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the DescribeForecast operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - describeForecastAsync
```
public Future<DescribeForecastResult> describeForecastAsync(DescribeForecastRequest request,
                                                            AsyncHandler<DescribeForecastRequest,DescribeForecastResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    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.
    Specified by:
    
    describeForecastAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the DescribeForecast operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - describeForecastExportJobAsync
```
public Future<DescribeForecastExportJobResult> describeForecastExportJobAsync(DescribeForecastExportJobRequest request)
```
    Description copied from interface: AmazonForecastAsync
    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.
    Specified by:
    
    describeForecastExportJobAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the DescribeForecastExportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - describeForecastExportJobAsync
```
public Future<DescribeForecastExportJobResult> describeForecastExportJobAsync(DescribeForecastExportJobRequest request,
                                                                              AsyncHandler<DescribeForecastExportJobRequest,DescribeForecastExportJobResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    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.
    Specified by:
    
    describeForecastExportJobAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the DescribeForecastExportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - describePredictorAsync
```
public Future<DescribePredictorResult> describePredictorAsync(DescribePredictorRequest request)
```
    Description copied from interface: AmazonForecastAsync
    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.
    Specified by:
    
    describePredictorAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the DescribePredictor operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - describePredictorAsync
```
public Future<DescribePredictorResult> describePredictorAsync(DescribePredictorRequest request,
                                                              AsyncHandler<DescribePredictorRequest,DescribePredictorResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    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.
    Specified by:
    
    describePredictorAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the DescribePredictor operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - describePredictorBacktestExportJobAsync
```
public Future<DescribePredictorBacktestExportJobResult> describePredictorBacktestExportJobAsync(DescribePredictorBacktestExportJobRequest request)
```
    Description copied from interface: AmazonForecastAsync
    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)
    Specified by:
    
    describePredictorBacktestExportJobAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the DescribePredictorBacktestExportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - describePredictorBacktestExportJobAsync
```
public Future<DescribePredictorBacktestExportJobResult> describePredictorBacktestExportJobAsync(DescribePredictorBacktestExportJobRequest request,
                                                                                                AsyncHandler<DescribePredictorBacktestExportJobRequest,DescribePredictorBacktestExportJobResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    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)
    Specified by:
    
    describePredictorBacktestExportJobAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the DescribePredictorBacktestExportJob operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - getAccuracyMetricsAsync
```
public Future<GetAccuracyMetricsResult> getAccuracyMetricsAsync(GetAccuracyMetricsRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    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.
    
    Specified by:
    
    getAccuracyMetricsAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the GetAccuracyMetrics operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - getAccuracyMetricsAsync
```
public Future<GetAccuracyMetricsResult> getAccuracyMetricsAsync(GetAccuracyMetricsRequest request,
                                                                AsyncHandler<GetAccuracyMetricsRequest,GetAccuracyMetricsResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    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.
    
    Specified by:
    
    getAccuracyMetricsAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the GetAccuracyMetrics operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listDatasetGroupsAsync
```
public Future<ListDatasetGroupsResult> listDatasetGroupsAsync(ListDatasetGroupsRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    listDatasetGroupsAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the ListDatasetGroups operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listDatasetGroupsAsync
```
public Future<ListDatasetGroupsResult> listDatasetGroupsAsync(ListDatasetGroupsRequest request,
                                                              AsyncHandler<ListDatasetGroupsRequest,ListDatasetGroupsResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    listDatasetGroupsAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the ListDatasetGroups operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listDatasetImportJobsAsync
```
public Future<ListDatasetImportJobsResult> listDatasetImportJobsAsync(ListDatasetImportJobsRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    listDatasetImportJobsAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the ListDatasetImportJobs operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listDatasetImportJobsAsync
```
public Future<ListDatasetImportJobsResult> listDatasetImportJobsAsync(ListDatasetImportJobsRequest request,
                                                                      AsyncHandler<ListDatasetImportJobsRequest,ListDatasetImportJobsResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    listDatasetImportJobsAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the ListDatasetImportJobs operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listDatasetsAsync
```
public Future<ListDatasetsResult> listDatasetsAsync(ListDatasetsRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    listDatasetsAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the ListDatasets operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listDatasetsAsync
```
public Future<ListDatasetsResult> listDatasetsAsync(ListDatasetsRequest request,
                                                    AsyncHandler<ListDatasetsRequest,ListDatasetsResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    listDatasetsAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the ListDatasets operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listForecastExportJobsAsync
```
public Future<ListForecastExportJobsResult> listForecastExportJobsAsync(ListForecastExportJobsRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    listForecastExportJobsAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the ListForecastExportJobs operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listForecastExportJobsAsync
```
public Future<ListForecastExportJobsResult> listForecastExportJobsAsync(ListForecastExportJobsRequest request,
                                                                        AsyncHandler<ListForecastExportJobsRequest,ListForecastExportJobsResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    listForecastExportJobsAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the ListForecastExportJobs operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listForecastsAsync
```
public Future<ListForecastsResult> listForecastsAsync(ListForecastsRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    listForecastsAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the ListForecasts operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listForecastsAsync
```
public Future<ListForecastsResult> listForecastsAsync(ListForecastsRequest request,
                                                      AsyncHandler<ListForecastsRequest,ListForecastsResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    listForecastsAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the ListForecasts operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listPredictorBacktestExportJobsAsync
```
public Future<ListPredictorBacktestExportJobsResult> listPredictorBacktestExportJobsAsync(ListPredictorBacktestExportJobsRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    listPredictorBacktestExportJobsAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the ListPredictorBacktestExportJobs operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listPredictorBacktestExportJobsAsync
```
public Future<ListPredictorBacktestExportJobsResult> listPredictorBacktestExportJobsAsync(ListPredictorBacktestExportJobsRequest request,
                                                                                          AsyncHandler<ListPredictorBacktestExportJobsRequest,ListPredictorBacktestExportJobsResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    listPredictorBacktestExportJobsAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the ListPredictorBacktestExportJobs operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listPredictorsAsync
```
public Future<ListPredictorsResult> listPredictorsAsync(ListPredictorsRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    listPredictorsAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the ListPredictors operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listPredictorsAsync
```
public Future<ListPredictorsResult> listPredictorsAsync(ListPredictorsRequest request,
                                                        AsyncHandler<ListPredictorsRequest,ListPredictorsResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    listPredictorsAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the ListPredictors operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listTagsForResourceAsync
```
public Future<ListTagsForResourceResult> listTagsForResourceAsync(ListTagsForResourceRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    Lists the tags for an Amazon Forecast resource.
    
    Specified by:
    
    listTagsForResourceAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the ListTagsForResource operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - listTagsForResourceAsync
```
public Future<ListTagsForResourceResult> listTagsForResourceAsync(ListTagsForResourceRequest request,
                                                                  AsyncHandler<ListTagsForResourceRequest,ListTagsForResourceResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    Lists the tags for an Amazon Forecast resource.
    
    Specified by:
    
    listTagsForResourceAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the ListTagsForResource operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - tagResourceAsync
```
public Future<TagResourceResult> tagResourceAsync(TagResourceRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    tagResourceAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the TagResource operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - tagResourceAsync
```
public Future<TagResourceResult> tagResourceAsync(TagResourceRequest request,
                                                  AsyncHandler<TagResourceRequest,TagResourceResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    tagResourceAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the TagResource operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - untagResourceAsync
```
public Future<UntagResourceResult> untagResourceAsync(UntagResourceRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    Deletes the specified tags from a resource.
    
    Specified by:
    
    untagResourceAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the UntagResource operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - untagResourceAsync
```
public Future<UntagResourceResult> untagResourceAsync(UntagResourceRequest request,
                                                      AsyncHandler<UntagResourceRequest,UntagResourceResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    Deletes the specified tags from a resource.
    
    Specified by:
    
    untagResourceAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the UntagResource operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - updateDatasetGroupAsync
```
public Future<UpdateDatasetGroupResult> updateDatasetGroupAsync(UpdateDatasetGroupRequest request)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    updateDatasetGroupAsync in interface AmazonForecastAsync
    
    Returns:
    
    A Java Future containing the result of the UpdateDatasetGroup operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - updateDatasetGroupAsync
```
public Future<UpdateDatasetGroupResult> updateDatasetGroupAsync(UpdateDatasetGroupRequest request,
                                                                AsyncHandler<UpdateDatasetGroupRequest,UpdateDatasetGroupResult> asyncHandler)
```
    Description copied from interface: AmazonForecastAsync
    
    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.
    
    Specified by:
    
    updateDatasetGroupAsync in interface AmazonForecastAsync
    
    asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
    
    Returns:
    
    A Java Future containing the result of the UpdateDatasetGroup operation returned by the service.
    
    See Also:
    
    AWS API Documentation
  - shutdown
```
public void shutdown()
```
    Shuts down the client, releasing all managed resources. This includes forcibly terminating all pending asynchronous service calls. Clients who wish to give pending asynchronous service calls time to complete should call getExecutorService().shutdown() followed by getExecutorService().awaitTermination() prior to calling this method.
    
    Specified by:
    
    shutdown in interface AmazonForecast
    
    Overrides:
    
    shutdown in class AmazonForecastClient

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Class AmazonForecastAsyncClient

Field Summary

Fields inherited from class com.amazonaws.AmazonWebServiceClient

Fields inherited from interface com.amazonaws.services.forecast.AmazonForecast

Method Summary

Methods inherited from class com.amazonaws.services.forecast.AmazonForecastClient

Methods inherited from class com.amazonaws.AmazonWebServiceClient

Methods inherited from class java.lang.Object

Methods inherited from interface com.amazonaws.services.forecast.AmazonForecast

Method Detail

asyncBuilder

getExecutorService

createDatasetAsync

createDatasetAsync

createDatasetGroupAsync

createDatasetGroupAsync

createDatasetImportJobAsync

createDatasetImportJobAsync

createForecastAsync

createForecastAsync

createForecastExportJobAsync

createForecastExportJobAsync

createPredictorAsync

createPredictorAsync

createPredictorBacktestExportJobAsync

createPredictorBacktestExportJobAsync

deleteDatasetAsync

deleteDatasetAsync

deleteDatasetGroupAsync

deleteDatasetGroupAsync

deleteDatasetImportJobAsync

deleteDatasetImportJobAsync

deleteForecastAsync

deleteForecastAsync

deleteForecastExportJobAsync

deleteForecastExportJobAsync

deletePredictorAsync

deletePredictorAsync

deletePredictorBacktestExportJobAsync

deletePredictorBacktestExportJobAsync

describeDatasetAsync

describeDatasetAsync

describeDatasetGroupAsync

describeDatasetGroupAsync

describeDatasetImportJobAsync

describeDatasetImportJobAsync

describeForecastAsync

describeForecastAsync

describeForecastExportJobAsync

describeForecastExportJobAsync

describePredictorAsync

describePredictorAsync

describePredictorBacktestExportJobAsync

describePredictorBacktestExportJobAsync

getAccuracyMetricsAsync

getAccuracyMetricsAsync

listDatasetGroupsAsync

listDatasetGroupsAsync

listDatasetImportJobsAsync

listDatasetImportJobsAsync

listDatasetsAsync

listDatasetsAsync

listForecastExportJobsAsync

listForecastExportJobsAsync

listForecastsAsync

listForecastsAsync

listPredictorBacktestExportJobsAsync

listPredictorBacktestExportJobsAsync

listPredictorsAsync

listPredictorsAsync

listTagsForResourceAsync

listTagsForResourceAsync

tagResourceAsync

tagResourceAsync

untagResourceAsync

untagResourceAsync

updateDatasetGroupAsync

updateDatasetGroupAsync

shutdown