Interface ForecastAsyncClient

All Superinterfaces:
AutoCloseable, AwsClient, SdkAutoCloseable, SdkClient
@Generated("software.amazon.awssdk:codegen") @ThreadSafe public interface ForecastAsyncClient extends AwsClient
Service client for accessing Amazon Forecast Service asynchronously. This can be created using the static builder() method.The asynchronous client performs non-blocking I/O when configured with any SdkAsyncHttpClient supported in the SDK. However, full non-blocking is not guaranteed as the async client may perform blocking calls in some cases such as credentials retrieval and endpoint discovery as part of the async API call.

Provides APIs for creating and managing Amazon Forecast resources.

  • Field Details

  • Method Details

    • createAutoPredictor

      default CompletableFuture<CreateAutoPredictorResponse> createAutoPredictor(CreateAutoPredictorRequest createAutoPredictorRequest)

      Creates an Amazon Forecast predictor.

      Amazon Forecast creates predictors with AutoPredictor, which involves applying the optimal combination of algorithms to each time series in your datasets. You can use CreateAutoPredictor to create new predictors or upgrade/retrain existing predictors.

      Creating new predictors

      The following parameters are required when creating a new predictor:

      • PredictorName - A unique name for the predictor.

      • DatasetGroupArn - The ARN of the dataset group used to train the predictor.

      • ForecastFrequency - The granularity of your forecasts (hourly, daily, weekly, etc).

      • ForecastHorizon - The number of time-steps that the model predicts. The forecast horizon is also called the prediction length.

      When creating a new predictor, do not specify a value for ReferencePredictorArn.

      Upgrading and retraining predictors

      The following parameters are required when retraining or upgrading a predictor:

      • PredictorName - A unique name for the predictor.

      • ReferencePredictorArn - The ARN of the predictor to retrain or upgrade.

      When upgrading or retraining a predictor, only specify values for the ReferencePredictorArn and PredictorName.

      Parameters:
      createAutoPredictorRequest -
      Returns:
      A Java Future containing the result of the CreateAutoPredictor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createAutoPredictor

      default CompletableFuture<CreateAutoPredictorResponse> createAutoPredictor(Consumer<CreateAutoPredictorRequest.Builder> createAutoPredictorRequest)

      Creates an Amazon Forecast predictor.

      Amazon Forecast creates predictors with AutoPredictor, which involves applying the optimal combination of algorithms to each time series in your datasets. You can use CreateAutoPredictor to create new predictors or upgrade/retrain existing predictors.

      Creating new predictors

      The following parameters are required when creating a new predictor:

      • PredictorName - A unique name for the predictor.

      • DatasetGroupArn - The ARN of the dataset group used to train the predictor.

      • ForecastFrequency - The granularity of your forecasts (hourly, daily, weekly, etc).

      • ForecastHorizon - The number of time-steps that the model predicts. The forecast horizon is also called the prediction length.

      When creating a new predictor, do not specify a value for ReferencePredictorArn.

      Upgrading and retraining predictors

      The following parameters are required when retraining or upgrading a predictor:

      • PredictorName - A unique name for the predictor.

      • ReferencePredictorArn - The ARN of the predictor to retrain or upgrade.

      When upgrading or retraining a predictor, only specify values for the ReferencePredictorArn and PredictorName.


      This is a convenience which creates an instance of the CreateAutoPredictorRequest.Builder avoiding the need to create one manually via CreateAutoPredictorRequest.builder()

      Parameters:
      createAutoPredictorRequest - A Consumer that will call methods on CreateAutoPredictorRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the CreateAutoPredictor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createDataset

      default CompletableFuture<CreateDatasetResponse> createDataset(CreateDatasetRequest createDatasetRequest)

      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 Importing datasets.

      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.

      Parameters:
      createDatasetRequest -
      Returns:
      A Java Future containing the result of the CreateDataset operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createDataset

      default CompletableFuture<CreateDatasetResponse> createDataset(Consumer<CreateDatasetRequest.Builder> createDatasetRequest)

      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 Importing datasets.

      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.


      This is a convenience which creates an instance of the CreateDatasetRequest.Builder avoiding the need to create one manually via CreateDatasetRequest.builder()

      Parameters:
      createDatasetRequest - A Consumer that will call methods on CreateDatasetRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the CreateDataset operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createDatasetGroup

      default CompletableFuture<CreateDatasetGroupResponse> createDatasetGroup(CreateDatasetGroupRequest createDatasetGroupRequest)

      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 Dataset 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.

      Parameters:
      createDatasetGroupRequest -
      Returns:
      A Java Future containing the result of the CreateDatasetGroup operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createDatasetGroup

      default CompletableFuture<CreateDatasetGroupResponse> createDatasetGroup(Consumer<CreateDatasetGroupRequest.Builder> createDatasetGroupRequest)

      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 Dataset 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.


      This is a convenience which creates an instance of the CreateDatasetGroupRequest.Builder avoiding the need to create one manually via CreateDatasetGroupRequest.builder()

      Parameters:
      createDatasetGroupRequest - A Consumer that will call methods on CreateDatasetGroupRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the CreateDatasetGroup operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createDatasetImportJob

      default CompletableFuture<CreateDatasetImportJobResponse> createDatasetImportJob(CreateDatasetImportJobRequest createDatasetImportJobRequest)

      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 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 Amazon Web Services system. For more information, see Set up permissions.

      The training data must be in CSV or Parquet format. The delimiter must be a comma (,).

      You can specify the path to a specific 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.

      Parameters:
      createDatasetImportJobRequest -
      Returns:
      A Java Future containing the result of the CreateDatasetImportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createDatasetImportJob

      default CompletableFuture<CreateDatasetImportJobResponse> createDatasetImportJob(Consumer<CreateDatasetImportJobRequest.Builder> createDatasetImportJobRequest)

      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 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 Amazon Web Services system. For more information, see Set up permissions.

      The training data must be in CSV or Parquet format. The delimiter must be a comma (,).

      You can specify the path to a specific 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.


      This is a convenience which creates an instance of the CreateDatasetImportJobRequest.Builder avoiding the need to create one manually via CreateDatasetImportJobRequest.builder()

      Parameters:
      createDatasetImportJobRequest - A Consumer that will call methods on CreateDatasetImportJobRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the CreateDatasetImportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createExplainability

      default CompletableFuture<CreateExplainabilityResponse> createExplainability(CreateExplainabilityRequest createExplainabilityRequest)

      Explainability is only available for Forecasts and Predictors generated from an AutoPredictor (CreateAutoPredictor)

      Creates an Amazon Forecast Explainability.

      Explainability helps you better understand how the attributes in your datasets impact forecast. Amazon Forecast uses a metric called Impact scores to quantify the relative impact of each attribute and determine whether they increase or decrease forecast values.

      To enable Forecast Explainability, your predictor must include at least one of the following: related time series, item metadata, or additional datasets like Holidays and the Weather Index.

      CreateExplainability accepts either a Predictor ARN or Forecast ARN. To receive aggregated Impact scores for all time series and time points in your datasets, provide a Predictor ARN. To receive Impact scores for specific time series and time points, provide a Forecast ARN.

      CreateExplainability with a Predictor ARN

      You can only have one Explainability resource per predictor. If you already enabled ExplainPredictor in CreateAutoPredictor, that predictor already has an Explainability resource.

      The following parameters are required when providing a Predictor ARN:

      • ExplainabilityName - A unique name for the Explainability.

      • ResourceArn - The Arn of the predictor.

      • TimePointGranularity - Must be set to “ALL”.

      • TimeSeriesGranularity - Must be set to “ALL”.

      Do not specify a value for the following parameters:

      • DataSource - Only valid when TimeSeriesGranularity is “SPECIFIC”.

      • Schema - Only valid when TimeSeriesGranularity is “SPECIFIC”.

      • StartDateTime - Only valid when TimePointGranularity is “SPECIFIC”.

      • EndDateTime - Only valid when TimePointGranularity is “SPECIFIC”.

      CreateExplainability with a Forecast ARN

      You can specify a maximum of 50 time series and 500 time points.

      The following parameters are required when providing a Predictor ARN:

      • ExplainabilityName - A unique name for the Explainability.

      • ResourceArn - The Arn of the forecast.

      • TimePointGranularity - Either “ALL” or “SPECIFIC”.

      • TimeSeriesGranularity - Either “ALL” or “SPECIFIC”.

      If you set TimeSeriesGranularity to “SPECIFIC”, you must also provide the following:

      • DataSource - The S3 location of the CSV file specifying your time series.

      • Schema - The Schema defines the attributes and attribute types listed in the Data Source.

      If you set TimePointGranularity to “SPECIFIC”, you must also provide the following:

      • StartDateTime - The first timestamp in the range of time points.

      • EndDateTime - The last timestamp in the range of time points.

      Parameters:
      createExplainabilityRequest -
      Returns:
      A Java Future containing the result of the CreateExplainability operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createExplainability

      default CompletableFuture<CreateExplainabilityResponse> createExplainability(Consumer<CreateExplainabilityRequest.Builder> createExplainabilityRequest)

      Explainability is only available for Forecasts and Predictors generated from an AutoPredictor (CreateAutoPredictor)

      Creates an Amazon Forecast Explainability.

      Explainability helps you better understand how the attributes in your datasets impact forecast. Amazon Forecast uses a metric called Impact scores to quantify the relative impact of each attribute and determine whether they increase or decrease forecast values.

      To enable Forecast Explainability, your predictor must include at least one of the following: related time series, item metadata, or additional datasets like Holidays and the Weather Index.

      CreateExplainability accepts either a Predictor ARN or Forecast ARN. To receive aggregated Impact scores for all time series and time points in your datasets, provide a Predictor ARN. To receive Impact scores for specific time series and time points, provide a Forecast ARN.

      CreateExplainability with a Predictor ARN

      You can only have one Explainability resource per predictor. If you already enabled ExplainPredictor in CreateAutoPredictor, that predictor already has an Explainability resource.

      The following parameters are required when providing a Predictor ARN:

      • ExplainabilityName - A unique name for the Explainability.

      • ResourceArn - The Arn of the predictor.

      • TimePointGranularity - Must be set to “ALL”.

      • TimeSeriesGranularity - Must be set to “ALL”.

      Do not specify a value for the following parameters:

      • DataSource - Only valid when TimeSeriesGranularity is “SPECIFIC”.

      • Schema - Only valid when TimeSeriesGranularity is “SPECIFIC”.

      • StartDateTime - Only valid when TimePointGranularity is “SPECIFIC”.

      • EndDateTime - Only valid when TimePointGranularity is “SPECIFIC”.

      CreateExplainability with a Forecast ARN

      You can specify a maximum of 50 time series and 500 time points.

      The following parameters are required when providing a Predictor ARN:

      • ExplainabilityName - A unique name for the Explainability.

      • ResourceArn - The Arn of the forecast.

      • TimePointGranularity - Either “ALL” or “SPECIFIC”.

      • TimeSeriesGranularity - Either “ALL” or “SPECIFIC”.

      If you set TimeSeriesGranularity to “SPECIFIC”, you must also provide the following:

      • DataSource - The S3 location of the CSV file specifying your time series.

      • Schema - The Schema defines the attributes and attribute types listed in the Data Source.

      If you set TimePointGranularity to “SPECIFIC”, you must also provide the following:

      • StartDateTime - The first timestamp in the range of time points.

      • EndDateTime - The last timestamp in the range of time points.


      This is a convenience which creates an instance of the CreateExplainabilityRequest.Builder avoiding the need to create one manually via CreateExplainabilityRequest.builder()

      Parameters:
      createExplainabilityRequest - A Consumer that will call methods on CreateExplainabilityRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the CreateExplainability operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createExplainabilityExport

      default CompletableFuture<CreateExplainabilityExportResponse> createExplainabilityExport(CreateExplainabilityExportRequest createExplainabilityExportRequest)

      Exports an Explainability resource created by the CreateExplainability operation. Exported files are exported to an Amazon Simple Storage Service (Amazon S3) bucket.

      You must specify a DataDestination object that includes an Amazon S3 bucket and an 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 DescribeExplainabilityExport operation.

      Parameters:
      createExplainabilityExportRequest -
      Returns:
      A Java Future containing the result of the CreateExplainabilityExport operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createExplainabilityExport

      default CompletableFuture<CreateExplainabilityExportResponse> createExplainabilityExport(Consumer<CreateExplainabilityExportRequest.Builder> createExplainabilityExportRequest)

      Exports an Explainability resource created by the CreateExplainability operation. Exported files are exported to an Amazon Simple Storage Service (Amazon S3) bucket.

      You must specify a DataDestination object that includes an Amazon S3 bucket and an 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 DescribeExplainabilityExport operation.


      This is a convenience which creates an instance of the CreateExplainabilityExportRequest.Builder avoiding the need to create one manually via CreateExplainabilityExportRequest.builder()

      Parameters:
      createExplainabilityExportRequest - A Consumer that will call methods on CreateExplainabilityExportRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the CreateExplainabilityExport operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createForecast

      default CompletableFuture<CreateForecastResponse> createForecast(CreateForecastRequest createForecastRequest)

      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.

      By default, a forecast includes predictions for every item (item_id) in the dataset group that was used to train the predictor. However, you can use the TimeSeriesSelector object to generate a forecast on a subset of time series. Forecast creation is skipped for any time series that you specify that are not in the input dataset. The forecast export file will not contain these time series or their forecasted values.

      Parameters:
      createForecastRequest -
      Returns:
      A Java Future containing the result of the CreateForecast operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createForecast

      default CompletableFuture<CreateForecastResponse> createForecast(Consumer<CreateForecastRequest.Builder> createForecastRequest)

      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.

      By default, a forecast includes predictions for every item (item_id) in the dataset group that was used to train the predictor. However, you can use the TimeSeriesSelector object to generate a forecast on a subset of time series. Forecast creation is skipped for any time series that you specify that are not in the input dataset. The forecast export file will not contain these time series or their forecasted values.


      This is a convenience which creates an instance of the CreateForecastRequest.Builder avoiding the need to create one manually via CreateForecastRequest.builder()

      Parameters:
      createForecastRequest - A Consumer that will call methods on CreateForecastRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the CreateForecast operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createForecastExportJob

      default CompletableFuture<CreateForecastExportJobResponse> createForecastExportJob(CreateForecastExportJobRequest createForecastExportJobRequest)

      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 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.

      Parameters:
      createForecastExportJobRequest -
      Returns:
      A Java Future containing the result of the CreateForecastExportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createForecastExportJob

      default CompletableFuture<CreateForecastExportJobResponse> createForecastExportJob(Consumer<CreateForecastExportJobRequest.Builder> createForecastExportJobRequest)

      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 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.


      This is a convenience which creates an instance of the CreateForecastExportJobRequest.Builder avoiding the need to create one manually via CreateForecastExportJobRequest.builder()

      Parameters:
      createForecastExportJobRequest - A Consumer that will call methods on CreateForecastExportJobRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the CreateForecastExportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createMonitor

      default CompletableFuture<CreateMonitorResponse> createMonitor(CreateMonitorRequest createMonitorRequest)

      Creates a predictor monitor resource for an existing auto predictor. Predictor monitoring allows you to see how your predictor's performance changes over time. For more information, see Predictor Monitoring.

      Parameters:
      createMonitorRequest -
      Returns:
      A Java Future containing the result of the CreateMonitor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createMonitor

      default CompletableFuture<CreateMonitorResponse> createMonitor(Consumer<CreateMonitorRequest.Builder> createMonitorRequest)

      Creates a predictor monitor resource for an existing auto predictor. Predictor monitoring allows you to see how your predictor's performance changes over time. For more information, see Predictor Monitoring.


      This is a convenience which creates an instance of the CreateMonitorRequest.Builder avoiding the need to create one manually via CreateMonitorRequest.builder()

      Parameters:
      createMonitorRequest - A Consumer that will call methods on CreateMonitorRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the CreateMonitor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createPredictor

      default CompletableFuture<CreatePredictorResponse> createPredictor(CreatePredictorRequest createPredictorRequest)

      This operation creates a legacy predictor that does not include all the predictor functionalities provided by Amazon Forecast. To create a predictor that is compatible with all aspects of Forecast, use CreateAutoPredictor.

      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.

      Parameters:
      createPredictorRequest -
      Returns:
      A Java Future containing the result of the CreatePredictor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createPredictor

      default CompletableFuture<CreatePredictorResponse> createPredictor(Consumer<CreatePredictorRequest.Builder> createPredictorRequest)

      This operation creates a legacy predictor that does not include all the predictor functionalities provided by Amazon Forecast. To create a predictor that is compatible with all aspects of Forecast, use CreateAutoPredictor.

      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.


      This is a convenience which creates an instance of the CreatePredictorRequest.Builder avoiding the need to create one manually via CreatePredictorRequest.builder()

      Parameters:
      createPredictorRequest - A Consumer that will call methods on CreatePredictorRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the CreatePredictor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createPredictorBacktestExportJob

      default CompletableFuture<CreatePredictorBacktestExportJobResponse> createPredictorBacktestExportJob(CreatePredictorBacktestExportJobRequest createPredictorBacktestExportJobRequest)

      Exports backtest forecasts and accuracy metrics generated by the CreateAutoPredictor or CreatePredictor operations. Two folders containing CSV or Parquet 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 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.

      Parameters:
      createPredictorBacktestExportJobRequest -
      Returns:
      A Java Future containing the result of the CreatePredictorBacktestExportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createPredictorBacktestExportJob

      default CompletableFuture<CreatePredictorBacktestExportJobResponse> createPredictorBacktestExportJob(Consumer<CreatePredictorBacktestExportJobRequest.Builder> createPredictorBacktestExportJobRequest)

      Exports backtest forecasts and accuracy metrics generated by the CreateAutoPredictor or CreatePredictor operations. Two folders containing CSV or Parquet 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 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.


      This is a convenience which creates an instance of the CreatePredictorBacktestExportJobRequest.Builder avoiding the need to create one manually via CreatePredictorBacktestExportJobRequest.builder()

      Parameters:
      createPredictorBacktestExportJobRequest - A Consumer that will call methods on CreatePredictorBacktestExportJobRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the CreatePredictorBacktestExportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createWhatIfAnalysis

      default CompletableFuture<CreateWhatIfAnalysisResponse> createWhatIfAnalysis(CreateWhatIfAnalysisRequest createWhatIfAnalysisRequest)

      What-if analysis is a scenario modeling technique where you make a hypothetical change to a time series and compare the forecasts generated by these changes against the baseline, unchanged time series. It is important to remember that the purpose of a what-if analysis is to understand how a forecast can change given different modifications to the baseline time series.

      For example, imagine you are a clothing retailer who is considering an end of season sale to clear space for new styles. After creating a baseline forecast, you can use a what-if analysis to investigate how different sales tactics might affect your goals.

      You could create a scenario where everything is given a 25% markdown, and another where everything is given a fixed dollar markdown. You could create a scenario where the sale lasts for one week and another where the sale lasts for one month. With a what-if analysis, you can compare many different scenarios against each other.

      Note that a what-if analysis is meant to display what the forecasting model has learned and how it will behave in the scenarios that you are evaluating. Do not blindly use the results of the what-if analysis to make business decisions. For instance, forecasts might not be accurate for novel scenarios where there is no reference available to determine whether a forecast is good.

      The TimeSeriesSelector object defines the items that you want in the what-if analysis.

      Parameters:
      createWhatIfAnalysisRequest -
      Returns:
      A Java Future containing the result of the CreateWhatIfAnalysis operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createWhatIfAnalysis

      default CompletableFuture<CreateWhatIfAnalysisResponse> createWhatIfAnalysis(Consumer<CreateWhatIfAnalysisRequest.Builder> createWhatIfAnalysisRequest)

      What-if analysis is a scenario modeling technique where you make a hypothetical change to a time series and compare the forecasts generated by these changes against the baseline, unchanged time series. It is important to remember that the purpose of a what-if analysis is to understand how a forecast can change given different modifications to the baseline time series.

      For example, imagine you are a clothing retailer who is considering an end of season sale to clear space for new styles. After creating a baseline forecast, you can use a what-if analysis to investigate how different sales tactics might affect your goals.

      You could create a scenario where everything is given a 25% markdown, and another where everything is given a fixed dollar markdown. You could create a scenario where the sale lasts for one week and another where the sale lasts for one month. With a what-if analysis, you can compare many different scenarios against each other.

      Note that a what-if analysis is meant to display what the forecasting model has learned and how it will behave in the scenarios that you are evaluating. Do not blindly use the results of the what-if analysis to make business decisions. For instance, forecasts might not be accurate for novel scenarios where there is no reference available to determine whether a forecast is good.

      The TimeSeriesSelector object defines the items that you want in the what-if analysis.


      This is a convenience which creates an instance of the CreateWhatIfAnalysisRequest.Builder avoiding the need to create one manually via CreateWhatIfAnalysisRequest.builder()

      Parameters:
      createWhatIfAnalysisRequest - A Consumer that will call methods on CreateWhatIfAnalysisRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the CreateWhatIfAnalysis operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createWhatIfForecast

      default CompletableFuture<CreateWhatIfForecastResponse> createWhatIfForecast(CreateWhatIfForecastRequest createWhatIfForecastRequest)

      A what-if forecast is a forecast that is created from a modified version of the baseline forecast. Each what-if forecast incorporates either a replacement dataset or a set of transformations to the original dataset.

      Parameters:
      createWhatIfForecastRequest -
      Returns:
      A Java Future containing the result of the CreateWhatIfForecast operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createWhatIfForecast

      default CompletableFuture<CreateWhatIfForecastResponse> createWhatIfForecast(Consumer<CreateWhatIfForecastRequest.Builder> createWhatIfForecastRequest)

      A what-if forecast is a forecast that is created from a modified version of the baseline forecast. Each what-if forecast incorporates either a replacement dataset or a set of transformations to the original dataset.


      This is a convenience which creates an instance of the CreateWhatIfForecastRequest.Builder avoiding the need to create one manually via CreateWhatIfForecastRequest.builder()

      Parameters:
      createWhatIfForecastRequest - A Consumer that will call methods on CreateWhatIfForecastRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the CreateWhatIfForecast operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createWhatIfForecastExport

      default CompletableFuture<CreateWhatIfForecastExportResponse> createWhatIfForecastExport(CreateWhatIfForecastExportRequest createWhatIfForecastExportRequest)

      Exports a forecast created by the CreateWhatIfForecast operation to your Amazon Simple Storage Service (Amazon S3) bucket. The forecast file name will match the following conventions:

      ≈<ForecastExportJobName>_<ExportTimestamp>_<PartNumber>

      The <ExportTimestamp> component is in Java SimpleDateFormat (yyyy-MM-ddTHH-mm-ssZ).

      You must specify a DataDestination object that includes an 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 what-if forecast export jobs, use the ListWhatIfForecastExports 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 DescribeWhatIfForecastExport operation.

      Parameters:
      createWhatIfForecastExportRequest -
      Returns:
      A Java Future containing the result of the CreateWhatIfForecastExport operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • createWhatIfForecastExport

      default CompletableFuture<CreateWhatIfForecastExportResponse> createWhatIfForecastExport(Consumer<CreateWhatIfForecastExportRequest.Builder> createWhatIfForecastExportRequest)

      Exports a forecast created by the CreateWhatIfForecast operation to your Amazon Simple Storage Service (Amazon S3) bucket. The forecast file name will match the following conventions:

      ≈<ForecastExportJobName>_<ExportTimestamp>_<PartNumber>

      The <ExportTimestamp> component is in Java SimpleDateFormat (yyyy-MM-ddTHH-mm-ssZ).

      You must specify a DataDestination object that includes an 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 what-if forecast export jobs, use the ListWhatIfForecastExports 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 DescribeWhatIfForecastExport operation.


      This is a convenience which creates an instance of the CreateWhatIfForecastExportRequest.Builder avoiding the need to create one manually via CreateWhatIfForecastExportRequest.builder()

      Parameters:
      createWhatIfForecastExportRequest - A Consumer that will call methods on CreateWhatIfForecastExportRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the CreateWhatIfForecastExport operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteDataset

      default CompletableFuture<DeleteDatasetResponse> deleteDataset(DeleteDatasetRequest deleteDatasetRequest)

      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 UpdateDatasetGroup operation, omitting the deleted dataset's ARN.

      Parameters:
      deleteDatasetRequest -
      Returns:
      A Java Future containing the result of the DeleteDataset operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteDataset

      default CompletableFuture<DeleteDatasetResponse> deleteDataset(Consumer<DeleteDatasetRequest.Builder> deleteDatasetRequest)

      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 UpdateDatasetGroup operation, omitting the deleted dataset's ARN.


      This is a convenience which creates an instance of the DeleteDatasetRequest.Builder avoiding the need to create one manually via DeleteDatasetRequest.builder()

      Parameters:
      deleteDatasetRequest - A Consumer that will call methods on DeleteDatasetRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DeleteDataset operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteDatasetGroup

      default CompletableFuture<DeleteDatasetGroupResponse> deleteDatasetGroup(DeleteDatasetGroupRequest deleteDatasetGroupRequest)

      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.

      Parameters:
      deleteDatasetGroupRequest -
      Returns:
      A Java Future containing the result of the DeleteDatasetGroup operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteDatasetGroup

      default CompletableFuture<DeleteDatasetGroupResponse> deleteDatasetGroup(Consumer<DeleteDatasetGroupRequest.Builder> deleteDatasetGroupRequest)

      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.


      This is a convenience which creates an instance of the DeleteDatasetGroupRequest.Builder avoiding the need to create one manually via DeleteDatasetGroupRequest.builder()

      Parameters:
      deleteDatasetGroupRequest - A Consumer that will call methods on DeleteDatasetGroupRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DeleteDatasetGroup operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteDatasetImportJob

      default CompletableFuture<DeleteDatasetImportJobResponse> deleteDatasetImportJob(DeleteDatasetImportJobRequest deleteDatasetImportJobRequest)

      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.

      Parameters:
      deleteDatasetImportJobRequest -
      Returns:
      A Java Future containing the result of the DeleteDatasetImportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteDatasetImportJob

      default CompletableFuture<DeleteDatasetImportJobResponse> deleteDatasetImportJob(Consumer<DeleteDatasetImportJobRequest.Builder> deleteDatasetImportJobRequest)

      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.


      This is a convenience which creates an instance of the DeleteDatasetImportJobRequest.Builder avoiding the need to create one manually via DeleteDatasetImportJobRequest.builder()

      Parameters:
      deleteDatasetImportJobRequest - A Consumer that will call methods on DeleteDatasetImportJobRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DeleteDatasetImportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteExplainability

      default CompletableFuture<DeleteExplainabilityResponse> deleteExplainability(DeleteExplainabilityRequest deleteExplainabilityRequest)

      Deletes an Explainability resource.

      You can delete only predictor that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeExplainability operation.

      Parameters:
      deleteExplainabilityRequest -
      Returns:
      A Java Future containing the result of the DeleteExplainability operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteExplainability

      default CompletableFuture<DeleteExplainabilityResponse> deleteExplainability(Consumer<DeleteExplainabilityRequest.Builder> deleteExplainabilityRequest)

      Deletes an Explainability resource.

      You can delete only predictor that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeExplainability operation.


      This is a convenience which creates an instance of the DeleteExplainabilityRequest.Builder avoiding the need to create one manually via DeleteExplainabilityRequest.builder()

      Parameters:
      deleteExplainabilityRequest - A Consumer that will call methods on DeleteExplainabilityRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DeleteExplainability operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteExplainabilityExport

      default CompletableFuture<DeleteExplainabilityExportResponse> deleteExplainabilityExport(DeleteExplainabilityExportRequest deleteExplainabilityExportRequest)

      Deletes an Explainability export.

      Parameters:
      deleteExplainabilityExportRequest -
      Returns:
      A Java Future containing the result of the DeleteExplainabilityExport operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteExplainabilityExport

      default CompletableFuture<DeleteExplainabilityExportResponse> deleteExplainabilityExport(Consumer<DeleteExplainabilityExportRequest.Builder> deleteExplainabilityExportRequest)

      Deletes an Explainability export.


      This is a convenience which creates an instance of the DeleteExplainabilityExportRequest.Builder avoiding the need to create one manually via DeleteExplainabilityExportRequest.builder()

      Parameters:
      deleteExplainabilityExportRequest - A Consumer that will call methods on DeleteExplainabilityExportRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DeleteExplainabilityExport operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteForecast

      default CompletableFuture<DeleteForecastResponse> deleteForecast(DeleteForecastRequest deleteForecastRequest)

      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.

      Parameters:
      deleteForecastRequest -
      Returns:
      A Java Future containing the result of the DeleteForecast operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteForecast

      default CompletableFuture<DeleteForecastResponse> deleteForecast(Consumer<DeleteForecastRequest.Builder> deleteForecastRequest)

      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.


      This is a convenience which creates an instance of the DeleteForecastRequest.Builder avoiding the need to create one manually via DeleteForecastRequest.builder()

      Parameters:
      deleteForecastRequest - A Consumer that will call methods on DeleteForecastRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DeleteForecast operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteForecastExportJob

      default CompletableFuture<DeleteForecastExportJobResponse> deleteForecastExportJob(DeleteForecastExportJobRequest deleteForecastExportJobRequest)

      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.

      Parameters:
      deleteForecastExportJobRequest -
      Returns:
      A Java Future containing the result of the DeleteForecastExportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteForecastExportJob

      default CompletableFuture<DeleteForecastExportJobResponse> deleteForecastExportJob(Consumer<DeleteForecastExportJobRequest.Builder> deleteForecastExportJobRequest)

      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.


      This is a convenience which creates an instance of the DeleteForecastExportJobRequest.Builder avoiding the need to create one manually via DeleteForecastExportJobRequest.builder()

      Parameters:
      deleteForecastExportJobRequest - A Consumer that will call methods on DeleteForecastExportJobRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DeleteForecastExportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteMonitor

      default CompletableFuture<DeleteMonitorResponse> deleteMonitor(DeleteMonitorRequest deleteMonitorRequest)

      Deletes a monitor resource. You can only delete a monitor resource with a status of ACTIVE, ACTIVE_STOPPED, CREATE_FAILED, or CREATE_STOPPED.

      Parameters:
      deleteMonitorRequest -
      Returns:
      A Java Future containing the result of the DeleteMonitor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteMonitor

      default CompletableFuture<DeleteMonitorResponse> deleteMonitor(Consumer<DeleteMonitorRequest.Builder> deleteMonitorRequest)

      Deletes a monitor resource. You can only delete a monitor resource with a status of ACTIVE, ACTIVE_STOPPED, CREATE_FAILED, or CREATE_STOPPED.


      This is a convenience which creates an instance of the DeleteMonitorRequest.Builder avoiding the need to create one manually via DeleteMonitorRequest.builder()

      Parameters:
      deleteMonitorRequest - A Consumer that will call methods on DeleteMonitorRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DeleteMonitor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deletePredictor

      default CompletableFuture<DeletePredictorResponse> deletePredictor(DeletePredictorRequest deletePredictorRequest)

      Deletes a predictor created using the DescribePredictor or CreatePredictor operations. You can delete only predictor that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribePredictor operation.

      Parameters:
      deletePredictorRequest -
      Returns:
      A Java Future containing the result of the DeletePredictor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deletePredictor

      default CompletableFuture<DeletePredictorResponse> deletePredictor(Consumer<DeletePredictorRequest.Builder> deletePredictorRequest)

      Deletes a predictor created using the DescribePredictor or CreatePredictor operations. You can delete only predictor that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribePredictor operation.


      This is a convenience which creates an instance of the DeletePredictorRequest.Builder avoiding the need to create one manually via DeletePredictorRequest.builder()

      Parameters:
      deletePredictorRequest - A Consumer that will call methods on DeletePredictorRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DeletePredictor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deletePredictorBacktestExportJob

      default CompletableFuture<DeletePredictorBacktestExportJobResponse> deletePredictorBacktestExportJob(DeletePredictorBacktestExportJobRequest deletePredictorBacktestExportJobRequest)

      Deletes a predictor backtest export job.

      Parameters:
      deletePredictorBacktestExportJobRequest -
      Returns:
      A Java Future containing the result of the DeletePredictorBacktestExportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deletePredictorBacktestExportJob

      default CompletableFuture<DeletePredictorBacktestExportJobResponse> deletePredictorBacktestExportJob(Consumer<DeletePredictorBacktestExportJobRequest.Builder> deletePredictorBacktestExportJobRequest)

      Deletes a predictor backtest export job.


      This is a convenience which creates an instance of the DeletePredictorBacktestExportJobRequest.Builder avoiding the need to create one manually via DeletePredictorBacktestExportJobRequest.builder()

      Parameters:
      deletePredictorBacktestExportJobRequest - A Consumer that will call methods on DeletePredictorBacktestExportJobRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DeletePredictorBacktestExportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteResourceTree

      default CompletableFuture<DeleteResourceTreeResponse> deleteResourceTree(DeleteResourceTreeRequest deleteResourceTreeRequest)

      Deletes an entire resource tree. This operation will delete the parent resource and its child resources.

      Child resources are resources that were created from another resource. For example, when a forecast is generated from a predictor, the forecast is the child resource and the predictor is the parent resource.

      Amazon Forecast resources possess the following parent-child resource hierarchies:

      • Dataset: dataset import jobs

      • Dataset Group: predictors, predictor backtest export jobs, forecasts, forecast export jobs

      • Predictor: predictor backtest export jobs, forecasts, forecast export jobs

      • Forecast: forecast export jobs

      DeleteResourceTree will only delete Amazon Forecast resources, and will not delete datasets or exported files stored in Amazon S3.

      Parameters:
      deleteResourceTreeRequest -
      Returns:
      A Java Future containing the result of the DeleteResourceTree operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteResourceTree

      default CompletableFuture<DeleteResourceTreeResponse> deleteResourceTree(Consumer<DeleteResourceTreeRequest.Builder> deleteResourceTreeRequest)

      Deletes an entire resource tree. This operation will delete the parent resource and its child resources.

      Child resources are resources that were created from another resource. For example, when a forecast is generated from a predictor, the forecast is the child resource and the predictor is the parent resource.

      Amazon Forecast resources possess the following parent-child resource hierarchies:

      • Dataset: dataset import jobs

      • Dataset Group: predictors, predictor backtest export jobs, forecasts, forecast export jobs

      • Predictor: predictor backtest export jobs, forecasts, forecast export jobs

      • Forecast: forecast export jobs

      DeleteResourceTree will only delete Amazon Forecast resources, and will not delete datasets or exported files stored in Amazon S3.


      This is a convenience which creates an instance of the DeleteResourceTreeRequest.Builder avoiding the need to create one manually via DeleteResourceTreeRequest.builder()

      Parameters:
      deleteResourceTreeRequest - A Consumer that will call methods on DeleteResourceTreeRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DeleteResourceTree operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteWhatIfAnalysis

      default CompletableFuture<DeleteWhatIfAnalysisResponse> deleteWhatIfAnalysis(DeleteWhatIfAnalysisRequest deleteWhatIfAnalysisRequest)

      Deletes a what-if analysis created using the CreateWhatIfAnalysis operation. You can delete only what-if analyses that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeWhatIfAnalysis operation.

      You can't delete a what-if analysis while any of its forecasts are being exported.

      Parameters:
      deleteWhatIfAnalysisRequest -
      Returns:
      A Java Future containing the result of the DeleteWhatIfAnalysis operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteWhatIfAnalysis

      default CompletableFuture<DeleteWhatIfAnalysisResponse> deleteWhatIfAnalysis(Consumer<DeleteWhatIfAnalysisRequest.Builder> deleteWhatIfAnalysisRequest)

      Deletes a what-if analysis created using the CreateWhatIfAnalysis operation. You can delete only what-if analyses that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeWhatIfAnalysis operation.

      You can't delete a what-if analysis while any of its forecasts are being exported.


      This is a convenience which creates an instance of the DeleteWhatIfAnalysisRequest.Builder avoiding the need to create one manually via DeleteWhatIfAnalysisRequest.builder()

      Parameters:
      deleteWhatIfAnalysisRequest - A Consumer that will call methods on DeleteWhatIfAnalysisRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DeleteWhatIfAnalysis operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteWhatIfForecast

      default CompletableFuture<DeleteWhatIfForecastResponse> deleteWhatIfForecast(DeleteWhatIfForecastRequest deleteWhatIfForecastRequest)

      Deletes a what-if forecast created using the CreateWhatIfForecast operation. You can delete only what-if forecasts that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeWhatIfForecast operation.

      You can't delete a what-if forecast while it is being exported. After a what-if forecast is deleted, you can no longer query the what-if analysis.

      Parameters:
      deleteWhatIfForecastRequest -
      Returns:
      A Java Future containing the result of the DeleteWhatIfForecast operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteWhatIfForecast

      default CompletableFuture<DeleteWhatIfForecastResponse> deleteWhatIfForecast(Consumer<DeleteWhatIfForecastRequest.Builder> deleteWhatIfForecastRequest)

      Deletes a what-if forecast created using the CreateWhatIfForecast operation. You can delete only what-if forecasts that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeWhatIfForecast operation.

      You can't delete a what-if forecast while it is being exported. After a what-if forecast is deleted, you can no longer query the what-if analysis.


      This is a convenience which creates an instance of the DeleteWhatIfForecastRequest.Builder avoiding the need to create one manually via DeleteWhatIfForecastRequest.builder()

      Parameters:
      deleteWhatIfForecastRequest - A Consumer that will call methods on DeleteWhatIfForecastRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DeleteWhatIfForecast operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteWhatIfForecastExport

      default CompletableFuture<DeleteWhatIfForecastExportResponse> deleteWhatIfForecastExport(DeleteWhatIfForecastExportRequest deleteWhatIfForecastExportRequest)

      Deletes a what-if forecast export created using the CreateWhatIfForecastExport operation. You can delete only what-if forecast exports that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeWhatIfForecastExport operation.

      Parameters:
      deleteWhatIfForecastExportRequest -
      Returns:
      A Java Future containing the result of the DeleteWhatIfForecastExport operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • deleteWhatIfForecastExport

      default CompletableFuture<DeleteWhatIfForecastExportResponse> deleteWhatIfForecastExport(Consumer<DeleteWhatIfForecastExportRequest.Builder> deleteWhatIfForecastExportRequest)

      Deletes a what-if forecast export created using the CreateWhatIfForecastExport operation. You can delete only what-if forecast exports that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeWhatIfForecastExport operation.


      This is a convenience which creates an instance of the DeleteWhatIfForecastExportRequest.Builder avoiding the need to create one manually via DeleteWhatIfForecastExportRequest.builder()

      Parameters:
      deleteWhatIfForecastExportRequest - A Consumer that will call methods on DeleteWhatIfForecastExportRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DeleteWhatIfForecastExport operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeAutoPredictor

      default CompletableFuture<DescribeAutoPredictorResponse> describeAutoPredictor(DescribeAutoPredictorRequest describeAutoPredictorRequest)

      Describes a predictor created using the CreateAutoPredictor operation.

      Parameters:
      describeAutoPredictorRequest -
      Returns:
      A Java Future containing the result of the DescribeAutoPredictor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeAutoPredictor

      default CompletableFuture<DescribeAutoPredictorResponse> describeAutoPredictor(Consumer<DescribeAutoPredictorRequest.Builder> describeAutoPredictorRequest)

      Describes a predictor created using the CreateAutoPredictor operation.


      This is a convenience which creates an instance of the DescribeAutoPredictorRequest.Builder avoiding the need to create one manually via DescribeAutoPredictorRequest.builder()

      Parameters:
      describeAutoPredictorRequest - A Consumer that will call methods on DescribeAutoPredictorRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DescribeAutoPredictor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeDataset

      default CompletableFuture<DescribeDatasetResponse> describeDataset(DescribeDatasetRequest describeDatasetRequest)

      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

      Parameters:
      describeDatasetRequest -
      Returns:
      A Java Future containing the result of the DescribeDataset operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeDataset

      default CompletableFuture<DescribeDatasetResponse> describeDataset(Consumer<DescribeDatasetRequest.Builder> describeDatasetRequest)

      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


      This is a convenience which creates an instance of the DescribeDatasetRequest.Builder avoiding the need to create one manually via DescribeDatasetRequest.builder()

      Parameters:
      describeDatasetRequest - A Consumer that will call methods on DescribeDatasetRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DescribeDataset operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeDatasetGroup

      default CompletableFuture<DescribeDatasetGroupResponse> describeDatasetGroup(DescribeDatasetGroupRequest describeDatasetGroupRequest)

      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

      Parameters:
      describeDatasetGroupRequest -
      Returns:
      A Java Future containing the result of the DescribeDatasetGroup operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeDatasetGroup

      default CompletableFuture<DescribeDatasetGroupResponse> describeDatasetGroup(Consumer<DescribeDatasetGroupRequest.Builder> describeDatasetGroupRequest)

      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


      This is a convenience which creates an instance of the DescribeDatasetGroupRequest.Builder avoiding the need to create one manually via DescribeDatasetGroupRequest.builder()

      Parameters:
      describeDatasetGroupRequest - A Consumer that will call methods on DescribeDatasetGroupRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DescribeDatasetGroup operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeDatasetImportJob

      default CompletableFuture<DescribeDatasetImportJobResponse> describeDatasetImportJob(DescribeDatasetImportJobRequest describeDatasetImportJobRequest)

      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.

      Parameters:
      describeDatasetImportJobRequest -
      Returns:
      A Java Future containing the result of the DescribeDatasetImportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeDatasetImportJob

      default CompletableFuture<DescribeDatasetImportJobResponse> describeDatasetImportJob(Consumer<DescribeDatasetImportJobRequest.Builder> describeDatasetImportJobRequest)

      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.


      This is a convenience which creates an instance of the DescribeDatasetImportJobRequest.Builder avoiding the need to create one manually via DescribeDatasetImportJobRequest.builder()

      Parameters:
      describeDatasetImportJobRequest - A Consumer that will call methods on DescribeDatasetImportJobRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DescribeDatasetImportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeExplainability

      default CompletableFuture<DescribeExplainabilityResponse> describeExplainability(DescribeExplainabilityRequest describeExplainabilityRequest)

      Describes an Explainability resource created using the CreateExplainability operation.

      Parameters:
      describeExplainabilityRequest -
      Returns:
      A Java Future containing the result of the DescribeExplainability operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeExplainability

      default CompletableFuture<DescribeExplainabilityResponse> describeExplainability(Consumer<DescribeExplainabilityRequest.Builder> describeExplainabilityRequest)

      Describes an Explainability resource created using the CreateExplainability operation.


      This is a convenience which creates an instance of the DescribeExplainabilityRequest.Builder avoiding the need to create one manually via DescribeExplainabilityRequest.builder()

      Parameters:
      describeExplainabilityRequest - A Consumer that will call methods on DescribeExplainabilityRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DescribeExplainability operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeExplainabilityExport

      default CompletableFuture<DescribeExplainabilityExportResponse> describeExplainabilityExport(DescribeExplainabilityExportRequest describeExplainabilityExportRequest)

      Describes an Explainability export created using the CreateExplainabilityExport operation.

      Parameters:
      describeExplainabilityExportRequest -
      Returns:
      A Java Future containing the result of the DescribeExplainabilityExport operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeExplainabilityExport

      default CompletableFuture<DescribeExplainabilityExportResponse> describeExplainabilityExport(Consumer<DescribeExplainabilityExportRequest.Builder> describeExplainabilityExportRequest)

      Describes an Explainability export created using the CreateExplainabilityExport operation.


      This is a convenience which creates an instance of the DescribeExplainabilityExportRequest.Builder avoiding the need to create one manually via DescribeExplainabilityExportRequest.builder()

      Parameters:
      describeExplainabilityExportRequest - A Consumer that will call methods on DescribeExplainabilityExportRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DescribeExplainabilityExport operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeForecast

      default CompletableFuture<DescribeForecastResponse> describeForecast(DescribeForecastRequest describeForecastRequest)

      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.

      Parameters:
      describeForecastRequest -
      Returns:
      A Java Future containing the result of the DescribeForecast operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeForecast

      default CompletableFuture<DescribeForecastResponse> describeForecast(Consumer<DescribeForecastRequest.Builder> describeForecastRequest)

      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.


      This is a convenience which creates an instance of the DescribeForecastRequest.Builder avoiding the need to create one manually via DescribeForecastRequest.builder()

      Parameters:
      describeForecastRequest - A Consumer that will call methods on DescribeForecastRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DescribeForecast operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeForecastExportJob

      default CompletableFuture<DescribeForecastExportJobResponse> describeForecastExportJob(DescribeForecastExportJobRequest describeForecastExportJobRequest)

      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.

      Parameters:
      describeForecastExportJobRequest -
      Returns:
      A Java Future containing the result of the DescribeForecastExportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeForecastExportJob

      default CompletableFuture<DescribeForecastExportJobResponse> describeForecastExportJob(Consumer<DescribeForecastExportJobRequest.Builder> describeForecastExportJobRequest)

      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.


      This is a convenience which creates an instance of the DescribeForecastExportJobRequest.Builder avoiding the need to create one manually via DescribeForecastExportJobRequest.builder()

      Parameters:
      describeForecastExportJobRequest - A Consumer that will call methods on DescribeForecastExportJobRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DescribeForecastExportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeMonitor

      default CompletableFuture<DescribeMonitorResponse> describeMonitor(DescribeMonitorRequest describeMonitorRequest)

      Describes a monitor resource. In addition to listing the properties provided in the CreateMonitor request, this operation lists the following properties:

      • Baseline

      • CreationTime

      • LastEvaluationTime

      • LastEvaluationState

      • LastModificationTime

      • Message

      • Status

      Parameters:
      describeMonitorRequest -
      Returns:
      A Java Future containing the result of the DescribeMonitor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeMonitor

      default CompletableFuture<DescribeMonitorResponse> describeMonitor(Consumer<DescribeMonitorRequest.Builder> describeMonitorRequest)

      Describes a monitor resource. In addition to listing the properties provided in the CreateMonitor request, this operation lists the following properties:

      • Baseline

      • CreationTime

      • LastEvaluationTime

      • LastEvaluationState

      • LastModificationTime

      • Message

      • Status


      This is a convenience which creates an instance of the DescribeMonitorRequest.Builder avoiding the need to create one manually via DescribeMonitorRequest.builder()

      Parameters:
      describeMonitorRequest - A Consumer that will call methods on DescribeMonitorRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DescribeMonitor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describePredictor

      default CompletableFuture<DescribePredictorResponse> describePredictor(DescribePredictorRequest describePredictorRequest)

      This operation is only valid for legacy predictors created with CreatePredictor. If you are not using a legacy predictor, use DescribeAutoPredictor.

      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.

      Parameters:
      describePredictorRequest -
      Returns:
      A Java Future containing the result of the DescribePredictor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describePredictor

      default CompletableFuture<DescribePredictorResponse> describePredictor(Consumer<DescribePredictorRequest.Builder> describePredictorRequest)

      This operation is only valid for legacy predictors created with CreatePredictor. If you are not using a legacy predictor, use DescribeAutoPredictor.

      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.


      This is a convenience which creates an instance of the DescribePredictorRequest.Builder avoiding the need to create one manually via DescribePredictorRequest.builder()

      Parameters:
      describePredictorRequest - A Consumer that will call methods on DescribePredictorRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DescribePredictor operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describePredictorBacktestExportJob

      default CompletableFuture<DescribePredictorBacktestExportJobResponse> describePredictorBacktestExportJob(DescribePredictorBacktestExportJobRequest describePredictorBacktestExportJobRequest)

      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)

      Parameters:
      describePredictorBacktestExportJobRequest -
      Returns:
      A Java Future containing the result of the DescribePredictorBacktestExportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describePredictorBacktestExportJob

      default CompletableFuture<DescribePredictorBacktestExportJobResponse> describePredictorBacktestExportJob(Consumer<DescribePredictorBacktestExportJobRequest.Builder> describePredictorBacktestExportJobRequest)

      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)


      This is a convenience which creates an instance of the DescribePredictorBacktestExportJobRequest.Builder avoiding the need to create one manually via DescribePredictorBacktestExportJobRequest.builder()

      Parameters:
      describePredictorBacktestExportJobRequest - A Consumer that will call methods on DescribePredictorBacktestExportJobRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DescribePredictorBacktestExportJob operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeWhatIfAnalysis

      default CompletableFuture<DescribeWhatIfAnalysisResponse> describeWhatIfAnalysis(DescribeWhatIfAnalysisRequest describeWhatIfAnalysisRequest)

      Describes the what-if analysis created using the CreateWhatIfAnalysis operation.

      In addition to listing the properties provided in the CreateWhatIfAnalysis request, this operation lists the following properties:

      • CreationTime

      • LastModificationTime

      • Message - If an error occurred, information about the error.

      • Status

      Parameters:
      describeWhatIfAnalysisRequest -
      Returns:
      A Java Future containing the result of the DescribeWhatIfAnalysis operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeWhatIfAnalysis

      default CompletableFuture<DescribeWhatIfAnalysisResponse> describeWhatIfAnalysis(Consumer<DescribeWhatIfAnalysisRequest.Builder> describeWhatIfAnalysisRequest)

      Describes the what-if analysis created using the CreateWhatIfAnalysis operation.

      In addition to listing the properties provided in the CreateWhatIfAnalysis request, this operation lists the following properties:

      • CreationTime

      • LastModificationTime

      • Message - If an error occurred, information about the error.

      • Status


      This is a convenience which creates an instance of the DescribeWhatIfAnalysisRequest.Builder avoiding the need to create one manually via DescribeWhatIfAnalysisRequest.builder()

      Parameters:
      describeWhatIfAnalysisRequest - A Consumer that will call methods on DescribeWhatIfAnalysisRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DescribeWhatIfAnalysis operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeWhatIfForecast

      default CompletableFuture<DescribeWhatIfForecastResponse> describeWhatIfForecast(DescribeWhatIfForecastRequest describeWhatIfForecastRequest)

      Describes the what-if forecast created using the CreateWhatIfForecast operation.

      In addition to listing the properties provided in the CreateWhatIfForecast request, this operation lists the following properties:

      • CreationTime

      • LastModificationTime

      • Message - If an error occurred, information about the error.

      • Status

      Parameters:
      describeWhatIfForecastRequest -
      Returns:
      A Java Future containing the result of the DescribeWhatIfForecast operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeWhatIfForecast

      default CompletableFuture<DescribeWhatIfForecastResponse> describeWhatIfForecast(Consumer<DescribeWhatIfForecastRequest.Builder> describeWhatIfForecastRequest)

      Describes the what-if forecast created using the CreateWhatIfForecast operation.

      In addition to listing the properties provided in the CreateWhatIfForecast request, this operation lists the following properties:

      • CreationTime

      • LastModificationTime

      • Message - If an error occurred, information about the error.

      • Status


      This is a convenience which creates an instance of the DescribeWhatIfForecastRequest.Builder avoiding the need to create one manually via DescribeWhatIfForecastRequest.builder()

      Parameters:
      describeWhatIfForecastRequest - A Consumer that will call methods on DescribeWhatIfForecastRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DescribeWhatIfForecast operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeWhatIfForecastExport

      default CompletableFuture<DescribeWhatIfForecastExportResponse> describeWhatIfForecastExport(DescribeWhatIfForecastExportRequest describeWhatIfForecastExportRequest)

      Describes the what-if forecast export created using the CreateWhatIfForecastExport operation.

      In addition to listing the properties provided in the CreateWhatIfForecastExport request, this operation lists the following properties:

      • CreationTime

      • LastModificationTime

      • Message - If an error occurred, information about the error.

      • Status

      Parameters:
      describeWhatIfForecastExportRequest -
      Returns:
      A Java Future containing the result of the DescribeWhatIfForecastExport operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • describeWhatIfForecastExport

      default CompletableFuture<DescribeWhatIfForecastExportResponse> describeWhatIfForecastExport(Consumer<DescribeWhatIfForecastExportRequest.Builder> describeWhatIfForecastExportRequest)

      Describes the what-if forecast export created using the CreateWhatIfForecastExport operation.

      In addition to listing the properties provided in the CreateWhatIfForecastExport request, this operation lists the following properties:

      • CreationTime

      • LastModificationTime

      • Message - If an error occurred, information about the error.

      • Status


      This is a convenience which creates an instance of the DescribeWhatIfForecastExportRequest.Builder avoiding the need to create one manually via DescribeWhatIfForecastExportRequest.builder()

      Parameters:
      describeWhatIfForecastExportRequest - A Consumer that will call methods on DescribeWhatIfForecastExportRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the DescribeWhatIfForecastExport operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • getAccuracyMetrics

      default CompletableFuture<GetAccuracyMetricsResponse> getAccuracyMetrics(GetAccuracyMetricsRequest getAccuracyMetricsRequest)

      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.

      Parameters:
      getAccuracyMetricsRequest -
      Returns:
      A Java Future containing the result of the GetAccuracyMetrics operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • getAccuracyMetrics

      default CompletableFuture<GetAccuracyMetricsResponse> getAccuracyMetrics(Consumer<GetAccuracyMetricsRequest.Builder> getAccuracyMetricsRequest)

      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.


      This is a convenience which creates an instance of the GetAccuracyMetricsRequest.Builder avoiding the need to create one manually via GetAccuracyMetricsRequest.builder()

      Parameters:
      getAccuracyMetricsRequest - A Consumer that will call methods on GetAccuracyMetricsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the GetAccuracyMetrics operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listDatasetGroups

      default CompletableFuture<ListDatasetGroupsResponse> listDatasetGroups(ListDatasetGroupsRequest listDatasetGroupsRequest)

      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.

      Parameters:
      listDatasetGroupsRequest -
      Returns:
      A Java Future containing the result of the ListDatasetGroups operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listDatasetGroups

      default CompletableFuture<ListDatasetGroupsResponse> listDatasetGroups(Consumer<ListDatasetGroupsRequest.Builder> listDatasetGroupsRequest)

      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.


      This is a convenience which creates an instance of the ListDatasetGroupsRequest.Builder avoiding the need to create one manually via ListDatasetGroupsRequest.builder()

      Parameters:
      listDatasetGroupsRequest - A Consumer that will call methods on ListDatasetGroupsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListDatasetGroups operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listDatasetGroupsPaginator

      default ListDatasetGroupsPublisher listDatasetGroupsPaginator(ListDatasetGroupsRequest listDatasetGroupsRequest)

      This is a variant of listDatasetGroups(software.amazon.awssdk.services.forecast.model.ListDatasetGroupsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListDatasetGroupsPublisher publisher = client.listDatasetGroupsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListDatasetGroupsPublisher publisher = client.listDatasetGroupsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListDatasetGroupsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListDatasetGroupsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listDatasetGroups(software.amazon.awssdk.services.forecast.model.ListDatasetGroupsRequest) operation.

      Parameters:
      listDatasetGroupsRequest -
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listDatasetGroupsPaginator

      default ListDatasetGroupsPublisher listDatasetGroupsPaginator(Consumer<ListDatasetGroupsRequest.Builder> listDatasetGroupsRequest)

      This is a variant of listDatasetGroups(software.amazon.awssdk.services.forecast.model.ListDatasetGroupsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListDatasetGroupsPublisher publisher = client.listDatasetGroupsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListDatasetGroupsPublisher publisher = client.listDatasetGroupsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListDatasetGroupsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListDatasetGroupsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listDatasetGroups(software.amazon.awssdk.services.forecast.model.ListDatasetGroupsRequest) operation.


      This is a convenience which creates an instance of the ListDatasetGroupsRequest.Builder avoiding the need to create one manually via ListDatasetGroupsRequest.builder()

      Parameters:
      listDatasetGroupsRequest - A Consumer that will call methods on ListDatasetGroupsRequest.Builder to create a request.
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listDatasetImportJobs

      default CompletableFuture<ListDatasetImportJobsResponse> listDatasetImportJobs(ListDatasetImportJobsRequest listDatasetImportJobsRequest)

      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.

      Parameters:
      listDatasetImportJobsRequest -
      Returns:
      A Java Future containing the result of the ListDatasetImportJobs operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listDatasetImportJobs

      default CompletableFuture<ListDatasetImportJobsResponse> listDatasetImportJobs(Consumer<ListDatasetImportJobsRequest.Builder> listDatasetImportJobsRequest)

      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.


      This is a convenience which creates an instance of the ListDatasetImportJobsRequest.Builder avoiding the need to create one manually via ListDatasetImportJobsRequest.builder()

      Parameters:
      listDatasetImportJobsRequest - A Consumer that will call methods on ListDatasetImportJobsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListDatasetImportJobs operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listDatasetImportJobsPaginator

      default ListDatasetImportJobsPublisher listDatasetImportJobsPaginator(ListDatasetImportJobsRequest listDatasetImportJobsRequest)

      This is a variant of listDatasetImportJobs(software.amazon.awssdk.services.forecast.model.ListDatasetImportJobsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListDatasetImportJobsPublisher publisher = client.listDatasetImportJobsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListDatasetImportJobsPublisher publisher = client.listDatasetImportJobsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListDatasetImportJobsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListDatasetImportJobsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listDatasetImportJobs(software.amazon.awssdk.services.forecast.model.ListDatasetImportJobsRequest) operation.

      Parameters:
      listDatasetImportJobsRequest -
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listDatasetImportJobsPaginator

      default ListDatasetImportJobsPublisher listDatasetImportJobsPaginator(Consumer<ListDatasetImportJobsRequest.Builder> listDatasetImportJobsRequest)

      This is a variant of listDatasetImportJobs(software.amazon.awssdk.services.forecast.model.ListDatasetImportJobsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListDatasetImportJobsPublisher publisher = client.listDatasetImportJobsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListDatasetImportJobsPublisher publisher = client.listDatasetImportJobsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListDatasetImportJobsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListDatasetImportJobsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listDatasetImportJobs(software.amazon.awssdk.services.forecast.model.ListDatasetImportJobsRequest) operation.


      This is a convenience which creates an instance of the ListDatasetImportJobsRequest.Builder avoiding the need to create one manually via ListDatasetImportJobsRequest.builder()

      Parameters:
      listDatasetImportJobsRequest - A Consumer that will call methods on ListDatasetImportJobsRequest.Builder to create a request.
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listDatasets

      default CompletableFuture<ListDatasetsResponse> listDatasets(ListDatasetsRequest listDatasetsRequest)

      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.

      Parameters:
      listDatasetsRequest -
      Returns:
      A Java Future containing the result of the ListDatasets operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listDatasets

      default CompletableFuture<ListDatasetsResponse> listDatasets(Consumer<ListDatasetsRequest.Builder> listDatasetsRequest)

      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.


      This is a convenience which creates an instance of the ListDatasetsRequest.Builder avoiding the need to create one manually via ListDatasetsRequest.builder()

      Parameters:
      listDatasetsRequest - A Consumer that will call methods on ListDatasetsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListDatasets operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listDatasetsPaginator

      default ListDatasetsPublisher listDatasetsPaginator(ListDatasetsRequest listDatasetsRequest)

      This is a variant of listDatasets(software.amazon.awssdk.services.forecast.model.ListDatasetsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListDatasetsPublisher publisher = client.listDatasetsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListDatasetsPublisher publisher = client.listDatasetsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListDatasetsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListDatasetsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listDatasets(software.amazon.awssdk.services.forecast.model.ListDatasetsRequest) operation.

      Parameters:
      listDatasetsRequest -
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listDatasetsPaginator

      default ListDatasetsPublisher listDatasetsPaginator(Consumer<ListDatasetsRequest.Builder> listDatasetsRequest)

      This is a variant of listDatasets(software.amazon.awssdk.services.forecast.model.ListDatasetsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListDatasetsPublisher publisher = client.listDatasetsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListDatasetsPublisher publisher = client.listDatasetsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListDatasetsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListDatasetsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listDatasets(software.amazon.awssdk.services.forecast.model.ListDatasetsRequest) operation.


      This is a convenience which creates an instance of the ListDatasetsRequest.Builder avoiding the need to create one manually via ListDatasetsRequest.builder()

      Parameters:
      listDatasetsRequest - A Consumer that will call methods on ListDatasetsRequest.Builder to create a request.
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listExplainabilities

      default CompletableFuture<ListExplainabilitiesResponse> listExplainabilities(ListExplainabilitiesRequest listExplainabilitiesRequest)

      Returns a list of Explainability resources created using the CreateExplainability operation. This operation returns a summary for each Explainability. You can filter the list using an array of Filter objects.

      To retrieve the complete set of properties for a particular Explainability resource, use the ARN with the DescribeExplainability operation.

      Parameters:
      listExplainabilitiesRequest -
      Returns:
      A Java Future containing the result of the ListExplainabilities operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listExplainabilities

      default CompletableFuture<ListExplainabilitiesResponse> listExplainabilities(Consumer<ListExplainabilitiesRequest.Builder> listExplainabilitiesRequest)

      Returns a list of Explainability resources created using the CreateExplainability operation. This operation returns a summary for each Explainability. You can filter the list using an array of Filter objects.

      To retrieve the complete set of properties for a particular Explainability resource, use the ARN with the DescribeExplainability operation.


      This is a convenience which creates an instance of the ListExplainabilitiesRequest.Builder avoiding the need to create one manually via ListExplainabilitiesRequest.builder()

      Parameters:
      listExplainabilitiesRequest - A Consumer that will call methods on ListExplainabilitiesRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListExplainabilities operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listExplainabilitiesPaginator

      default ListExplainabilitiesPublisher listExplainabilitiesPaginator(ListExplainabilitiesRequest listExplainabilitiesRequest)

      This is a variant of listExplainabilities(software.amazon.awssdk.services.forecast.model.ListExplainabilitiesRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListExplainabilitiesPublisher publisher = client.listExplainabilitiesPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListExplainabilitiesPublisher publisher = client.listExplainabilitiesPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListExplainabilitiesResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListExplainabilitiesResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listExplainabilities(software.amazon.awssdk.services.forecast.model.ListExplainabilitiesRequest) operation.

      Parameters:
      listExplainabilitiesRequest -
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listExplainabilitiesPaginator

      default ListExplainabilitiesPublisher listExplainabilitiesPaginator(Consumer<ListExplainabilitiesRequest.Builder> listExplainabilitiesRequest)

      This is a variant of listExplainabilities(software.amazon.awssdk.services.forecast.model.ListExplainabilitiesRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListExplainabilitiesPublisher publisher = client.listExplainabilitiesPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListExplainabilitiesPublisher publisher = client.listExplainabilitiesPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListExplainabilitiesResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListExplainabilitiesResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listExplainabilities(software.amazon.awssdk.services.forecast.model.ListExplainabilitiesRequest) operation.


      This is a convenience which creates an instance of the ListExplainabilitiesRequest.Builder avoiding the need to create one manually via ListExplainabilitiesRequest.builder()

      Parameters:
      listExplainabilitiesRequest - A Consumer that will call methods on ListExplainabilitiesRequest.Builder to create a request.
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listExplainabilityExports

      default CompletableFuture<ListExplainabilityExportsResponse> listExplainabilityExports(ListExplainabilityExportsRequest listExplainabilityExportsRequest)

      Returns a list of Explainability exports created using the CreateExplainabilityExport operation. This operation returns a summary for each Explainability export. You can filter the list using an array of Filter objects.

      To retrieve the complete set of properties for a particular Explainability export, use the ARN with the DescribeExplainability operation.

      Parameters:
      listExplainabilityExportsRequest -
      Returns:
      A Java Future containing the result of the ListExplainabilityExports operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listExplainabilityExports

      default CompletableFuture<ListExplainabilityExportsResponse> listExplainabilityExports(Consumer<ListExplainabilityExportsRequest.Builder> listExplainabilityExportsRequest)

      Returns a list of Explainability exports created using the CreateExplainabilityExport operation. This operation returns a summary for each Explainability export. You can filter the list using an array of Filter objects.

      To retrieve the complete set of properties for a particular Explainability export, use the ARN with the DescribeExplainability operation.


      This is a convenience which creates an instance of the ListExplainabilityExportsRequest.Builder avoiding the need to create one manually via ListExplainabilityExportsRequest.builder()

      Parameters:
      listExplainabilityExportsRequest - A Consumer that will call methods on ListExplainabilityExportsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListExplainabilityExports operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listExplainabilityExportsPaginator

      default ListExplainabilityExportsPublisher listExplainabilityExportsPaginator(ListExplainabilityExportsRequest listExplainabilityExportsRequest)

      This is a variant of listExplainabilityExports(software.amazon.awssdk.services.forecast.model.ListExplainabilityExportsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListExplainabilityExportsPublisher publisher = client.listExplainabilityExportsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListExplainabilityExportsPublisher publisher = client.listExplainabilityExportsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListExplainabilityExportsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListExplainabilityExportsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listExplainabilityExports(software.amazon.awssdk.services.forecast.model.ListExplainabilityExportsRequest) operation.

      Parameters:
      listExplainabilityExportsRequest -
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listExplainabilityExportsPaginator

      default ListExplainabilityExportsPublisher listExplainabilityExportsPaginator(Consumer<ListExplainabilityExportsRequest.Builder> listExplainabilityExportsRequest)

      This is a variant of listExplainabilityExports(software.amazon.awssdk.services.forecast.model.ListExplainabilityExportsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListExplainabilityExportsPublisher publisher = client.listExplainabilityExportsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListExplainabilityExportsPublisher publisher = client.listExplainabilityExportsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListExplainabilityExportsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListExplainabilityExportsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listExplainabilityExports(software.amazon.awssdk.services.forecast.model.ListExplainabilityExportsRequest) operation.


      This is a convenience which creates an instance of the ListExplainabilityExportsRequest.Builder avoiding the need to create one manually via ListExplainabilityExportsRequest.builder()

      Parameters:
      listExplainabilityExportsRequest - A Consumer that will call methods on ListExplainabilityExportsRequest.Builder to create a request.
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listForecastExportJobs

      default CompletableFuture<ListForecastExportJobsResponse> listForecastExportJobs(ListForecastExportJobsRequest listForecastExportJobsRequest)

      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.

      Parameters:
      listForecastExportJobsRequest -
      Returns:
      A Java Future containing the result of the ListForecastExportJobs operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listForecastExportJobs

      default CompletableFuture<ListForecastExportJobsResponse> listForecastExportJobs(Consumer<ListForecastExportJobsRequest.Builder> listForecastExportJobsRequest)

      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.


      This is a convenience which creates an instance of the ListForecastExportJobsRequest.Builder avoiding the need to create one manually via ListForecastExportJobsRequest.builder()

      Parameters:
      listForecastExportJobsRequest - A Consumer that will call methods on ListForecastExportJobsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListForecastExportJobs operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listForecastExportJobsPaginator

      default ListForecastExportJobsPublisher listForecastExportJobsPaginator(ListForecastExportJobsRequest listForecastExportJobsRequest)

      This is a variant of listForecastExportJobs(software.amazon.awssdk.services.forecast.model.ListForecastExportJobsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListForecastExportJobsPublisher publisher = client.listForecastExportJobsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListForecastExportJobsPublisher publisher = client.listForecastExportJobsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListForecastExportJobsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListForecastExportJobsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listForecastExportJobs(software.amazon.awssdk.services.forecast.model.ListForecastExportJobsRequest) operation.

      Parameters:
      listForecastExportJobsRequest -
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listForecastExportJobsPaginator

      default ListForecastExportJobsPublisher listForecastExportJobsPaginator(Consumer<ListForecastExportJobsRequest.Builder> listForecastExportJobsRequest)

      This is a variant of listForecastExportJobs(software.amazon.awssdk.services.forecast.model.ListForecastExportJobsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListForecastExportJobsPublisher publisher = client.listForecastExportJobsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListForecastExportJobsPublisher publisher = client.listForecastExportJobsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListForecastExportJobsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListForecastExportJobsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listForecastExportJobs(software.amazon.awssdk.services.forecast.model.ListForecastExportJobsRequest) operation.


      This is a convenience which creates an instance of the ListForecastExportJobsRequest.Builder avoiding the need to create one manually via ListForecastExportJobsRequest.builder()

      Parameters:
      listForecastExportJobsRequest - A Consumer that will call methods on ListForecastExportJobsRequest.Builder to create a request.
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listForecasts

      default CompletableFuture<ListForecastsResponse> listForecasts(ListForecastsRequest listForecastsRequest)

      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.

      Parameters:
      listForecastsRequest -
      Returns:
      A Java Future containing the result of the ListForecasts operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listForecasts

      default CompletableFuture<ListForecastsResponse> listForecasts(Consumer<ListForecastsRequest.Builder> listForecastsRequest)

      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.


      This is a convenience which creates an instance of the ListForecastsRequest.Builder avoiding the need to create one manually via ListForecastsRequest.builder()

      Parameters:
      listForecastsRequest - A Consumer that will call methods on ListForecastsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListForecasts operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listForecastsPaginator

      default ListForecastsPublisher listForecastsPaginator(ListForecastsRequest listForecastsRequest)

      This is a variant of listForecasts(software.amazon.awssdk.services.forecast.model.ListForecastsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListForecastsPublisher publisher = client.listForecastsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListForecastsPublisher publisher = client.listForecastsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListForecastsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListForecastsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listForecasts(software.amazon.awssdk.services.forecast.model.ListForecastsRequest) operation.

      Parameters:
      listForecastsRequest -
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listForecastsPaginator

      default ListForecastsPublisher listForecastsPaginator(Consumer<ListForecastsRequest.Builder> listForecastsRequest)

      This is a variant of listForecasts(software.amazon.awssdk.services.forecast.model.ListForecastsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListForecastsPublisher publisher = client.listForecastsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListForecastsPublisher publisher = client.listForecastsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListForecastsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListForecastsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listForecasts(software.amazon.awssdk.services.forecast.model.ListForecastsRequest) operation.


      This is a convenience which creates an instance of the ListForecastsRequest.Builder avoiding the need to create one manually via ListForecastsRequest.builder()

      Parameters:
      listForecastsRequest - A Consumer that will call methods on ListForecastsRequest.Builder to create a request.
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listMonitorEvaluations

      default CompletableFuture<ListMonitorEvaluationsResponse> listMonitorEvaluations(ListMonitorEvaluationsRequest listMonitorEvaluationsRequest)

      Returns a list of the monitoring evaluation results and predictor events collected by the monitor resource during different windows of time.

      For information about monitoring see predictor-monitoring. For more information about retrieving monitoring results see Viewing Monitoring Results.

      Parameters:
      listMonitorEvaluationsRequest -
      Returns:
      A Java Future containing the result of the ListMonitorEvaluations operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listMonitorEvaluations

      default CompletableFuture<ListMonitorEvaluationsResponse> listMonitorEvaluations(Consumer<ListMonitorEvaluationsRequest.Builder> listMonitorEvaluationsRequest)

      Returns a list of the monitoring evaluation results and predictor events collected by the monitor resource during different windows of time.

      For information about monitoring see predictor-monitoring. For more information about retrieving monitoring results see Viewing Monitoring Results.


      This is a convenience which creates an instance of the ListMonitorEvaluationsRequest.Builder avoiding the need to create one manually via ListMonitorEvaluationsRequest.builder()

      Parameters:
      listMonitorEvaluationsRequest - A Consumer that will call methods on ListMonitorEvaluationsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListMonitorEvaluations operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listMonitorEvaluationsPaginator

      default ListMonitorEvaluationsPublisher listMonitorEvaluationsPaginator(ListMonitorEvaluationsRequest listMonitorEvaluationsRequest)

      This is a variant of listMonitorEvaluations(software.amazon.awssdk.services.forecast.model.ListMonitorEvaluationsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListMonitorEvaluationsPublisher publisher = client.listMonitorEvaluationsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListMonitorEvaluationsPublisher publisher = client.listMonitorEvaluationsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListMonitorEvaluationsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListMonitorEvaluationsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listMonitorEvaluations(software.amazon.awssdk.services.forecast.model.ListMonitorEvaluationsRequest) operation.

      Parameters:
      listMonitorEvaluationsRequest -
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listMonitorEvaluationsPaginator

      default ListMonitorEvaluationsPublisher listMonitorEvaluationsPaginator(Consumer<ListMonitorEvaluationsRequest.Builder> listMonitorEvaluationsRequest)

      This is a variant of listMonitorEvaluations(software.amazon.awssdk.services.forecast.model.ListMonitorEvaluationsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListMonitorEvaluationsPublisher publisher = client.listMonitorEvaluationsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListMonitorEvaluationsPublisher publisher = client.listMonitorEvaluationsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListMonitorEvaluationsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListMonitorEvaluationsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listMonitorEvaluations(software.amazon.awssdk.services.forecast.model.ListMonitorEvaluationsRequest) operation.


      This is a convenience which creates an instance of the ListMonitorEvaluationsRequest.Builder avoiding the need to create one manually via ListMonitorEvaluationsRequest.builder()

      Parameters:
      listMonitorEvaluationsRequest - A Consumer that will call methods on ListMonitorEvaluationsRequest.Builder to create a request.
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listMonitors

      default CompletableFuture<ListMonitorsResponse> listMonitors(ListMonitorsRequest listMonitorsRequest)

      Returns a list of monitors created with the CreateMonitor operation and CreateAutoPredictor operation. For each monitor resource, this operation returns of a summary of its properties, including its Amazon Resource Name (ARN). You can retrieve a complete set of properties of a monitor resource by specify the monitor's ARN in the DescribeMonitor operation.

      Parameters:
      listMonitorsRequest -
      Returns:
      A Java Future containing the result of the ListMonitors operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listMonitors

      default CompletableFuture<ListMonitorsResponse> listMonitors(Consumer<ListMonitorsRequest.Builder> listMonitorsRequest)

      Returns a list of monitors created with the CreateMonitor operation and CreateAutoPredictor operation. For each monitor resource, this operation returns of a summary of its properties, including its Amazon Resource Name (ARN). You can retrieve a complete set of properties of a monitor resource by specify the monitor's ARN in the DescribeMonitor operation.


      This is a convenience which creates an instance of the ListMonitorsRequest.Builder avoiding the need to create one manually via ListMonitorsRequest.builder()

      Parameters:
      listMonitorsRequest - A Consumer that will call methods on ListMonitorsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListMonitors operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listMonitorsPaginator

      default ListMonitorsPublisher listMonitorsPaginator(ListMonitorsRequest listMonitorsRequest)

      This is a variant of listMonitors(software.amazon.awssdk.services.forecast.model.ListMonitorsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListMonitorsPublisher publisher = client.listMonitorsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListMonitorsPublisher publisher = client.listMonitorsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListMonitorsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListMonitorsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listMonitors(software.amazon.awssdk.services.forecast.model.ListMonitorsRequest) operation.

      Parameters:
      listMonitorsRequest -
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listMonitorsPaginator

      default ListMonitorsPublisher listMonitorsPaginator(Consumer<ListMonitorsRequest.Builder> listMonitorsRequest)

      This is a variant of listMonitors(software.amazon.awssdk.services.forecast.model.ListMonitorsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListMonitorsPublisher publisher = client.listMonitorsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListMonitorsPublisher publisher = client.listMonitorsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListMonitorsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListMonitorsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listMonitors(software.amazon.awssdk.services.forecast.model.ListMonitorsRequest) operation.


      This is a convenience which creates an instance of the ListMonitorsRequest.Builder avoiding the need to create one manually via ListMonitorsRequest.builder()

      Parameters:
      listMonitorsRequest - A Consumer that will call methods on ListMonitorsRequest.Builder to create a request.
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listPredictorBacktestExportJobs

      default CompletableFuture<ListPredictorBacktestExportJobsResponse> listPredictorBacktestExportJobs(ListPredictorBacktestExportJobsRequest listPredictorBacktestExportJobsRequest)

      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.

      Parameters:
      listPredictorBacktestExportJobsRequest -
      Returns:
      A Java Future containing the result of the ListPredictorBacktestExportJobs operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listPredictorBacktestExportJobs

      default CompletableFuture<ListPredictorBacktestExportJobsResponse> listPredictorBacktestExportJobs(Consumer<ListPredictorBacktestExportJobsRequest.Builder> listPredictorBacktestExportJobsRequest)

      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.


      This is a convenience which creates an instance of the ListPredictorBacktestExportJobsRequest.Builder avoiding the need to create one manually via ListPredictorBacktestExportJobsRequest.builder()

      Parameters:
      listPredictorBacktestExportJobsRequest - A Consumer that will call methods on ListPredictorBacktestExportJobsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListPredictorBacktestExportJobs operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listPredictorBacktestExportJobsPaginator

      default ListPredictorBacktestExportJobsPublisher listPredictorBacktestExportJobsPaginator(ListPredictorBacktestExportJobsRequest listPredictorBacktestExportJobsRequest)

      This is a variant of listPredictorBacktestExportJobs(software.amazon.awssdk.services.forecast.model.ListPredictorBacktestExportJobsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListPredictorBacktestExportJobsPublisher publisher = client.listPredictorBacktestExportJobsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListPredictorBacktestExportJobsPublisher publisher = client.listPredictorBacktestExportJobsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListPredictorBacktestExportJobsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListPredictorBacktestExportJobsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listPredictorBacktestExportJobs(software.amazon.awssdk.services.forecast.model.ListPredictorBacktestExportJobsRequest) operation.

      Parameters:
      listPredictorBacktestExportJobsRequest -
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listPredictorBacktestExportJobsPaginator

      default ListPredictorBacktestExportJobsPublisher listPredictorBacktestExportJobsPaginator(Consumer<ListPredictorBacktestExportJobsRequest.Builder> listPredictorBacktestExportJobsRequest)

      This is a variant of listPredictorBacktestExportJobs(software.amazon.awssdk.services.forecast.model.ListPredictorBacktestExportJobsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListPredictorBacktestExportJobsPublisher publisher = client.listPredictorBacktestExportJobsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListPredictorBacktestExportJobsPublisher publisher = client.listPredictorBacktestExportJobsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListPredictorBacktestExportJobsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListPredictorBacktestExportJobsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listPredictorBacktestExportJobs(software.amazon.awssdk.services.forecast.model.ListPredictorBacktestExportJobsRequest) operation.


      This is a convenience which creates an instance of the ListPredictorBacktestExportJobsRequest.Builder avoiding the need to create one manually via ListPredictorBacktestExportJobsRequest.builder()

      Parameters:
      listPredictorBacktestExportJobsRequest - A Consumer that will call methods on ListPredictorBacktestExportJobsRequest.Builder to create a request.
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listPredictors

      default CompletableFuture<ListPredictorsResponse> listPredictors(ListPredictorsRequest listPredictorsRequest)

      Returns a list of predictors created using the CreateAutoPredictor or CreatePredictor operations. 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 DescribeAutoPredictor and DescribePredictor operations. You can filter the list using an array of Filter objects.

      Parameters:
      listPredictorsRequest -
      Returns:
      A Java Future containing the result of the ListPredictors operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listPredictors

      default CompletableFuture<ListPredictorsResponse> listPredictors(Consumer<ListPredictorsRequest.Builder> listPredictorsRequest)

      Returns a list of predictors created using the CreateAutoPredictor or CreatePredictor operations. 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 DescribeAutoPredictor and DescribePredictor operations. You can filter the list using an array of Filter objects.


      This is a convenience which creates an instance of the ListPredictorsRequest.Builder avoiding the need to create one manually via ListPredictorsRequest.builder()

      Parameters:
      listPredictorsRequest - A Consumer that will call methods on ListPredictorsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListPredictors operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listPredictorsPaginator

      default ListPredictorsPublisher listPredictorsPaginator(ListPredictorsRequest listPredictorsRequest)

      This is a variant of listPredictors(software.amazon.awssdk.services.forecast.model.ListPredictorsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListPredictorsPublisher publisher = client.listPredictorsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListPredictorsPublisher publisher = client.listPredictorsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListPredictorsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListPredictorsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listPredictors(software.amazon.awssdk.services.forecast.model.ListPredictorsRequest) operation.

      Parameters:
      listPredictorsRequest -
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listPredictorsPaginator

      default ListPredictorsPublisher listPredictorsPaginator(Consumer<ListPredictorsRequest.Builder> listPredictorsRequest)

      This is a variant of listPredictors(software.amazon.awssdk.services.forecast.model.ListPredictorsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListPredictorsPublisher publisher = client.listPredictorsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListPredictorsPublisher publisher = client.listPredictorsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListPredictorsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListPredictorsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listPredictors(software.amazon.awssdk.services.forecast.model.ListPredictorsRequest) operation.


      This is a convenience which creates an instance of the ListPredictorsRequest.Builder avoiding the need to create one manually via ListPredictorsRequest.builder()

      Parameters:
      listPredictorsRequest - A Consumer that will call methods on ListPredictorsRequest.Builder to create a request.
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listTagsForResource

      default CompletableFuture<ListTagsForResourceResponse> listTagsForResource(ListTagsForResourceRequest listTagsForResourceRequest)

      Lists the tags for an Amazon Forecast resource.

      Parameters:
      listTagsForResourceRequest -
      Returns:
      A Java Future containing the result of the ListTagsForResource operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listTagsForResource

      default CompletableFuture<ListTagsForResourceResponse> listTagsForResource(Consumer<ListTagsForResourceRequest.Builder> listTagsForResourceRequest)

      Lists the tags for an Amazon Forecast resource.


      This is a convenience which creates an instance of the ListTagsForResourceRequest.Builder avoiding the need to create one manually via ListTagsForResourceRequest.builder()

      Parameters:
      listTagsForResourceRequest - A Consumer that will call methods on ListTagsForResourceRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListTagsForResource operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listWhatIfAnalyses

      default CompletableFuture<ListWhatIfAnalysesResponse> listWhatIfAnalyses(ListWhatIfAnalysesRequest listWhatIfAnalysesRequest)

      Returns a list of what-if analyses created using the CreateWhatIfAnalysis operation. For each what-if analysis, 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 what-if analysis ARN with the DescribeWhatIfAnalysis operation.

      Parameters:
      listWhatIfAnalysesRequest -
      Returns:
      A Java Future containing the result of the ListWhatIfAnalyses operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listWhatIfAnalyses

      default CompletableFuture<ListWhatIfAnalysesResponse> listWhatIfAnalyses(Consumer<ListWhatIfAnalysesRequest.Builder> listWhatIfAnalysesRequest)

      Returns a list of what-if analyses created using the CreateWhatIfAnalysis operation. For each what-if analysis, 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 what-if analysis ARN with the DescribeWhatIfAnalysis operation.


      This is a convenience which creates an instance of the ListWhatIfAnalysesRequest.Builder avoiding the need to create one manually via ListWhatIfAnalysesRequest.builder()

      Parameters:
      listWhatIfAnalysesRequest - A Consumer that will call methods on ListWhatIfAnalysesRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListWhatIfAnalyses operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listWhatIfAnalysesPaginator

      default ListWhatIfAnalysesPublisher listWhatIfAnalysesPaginator(ListWhatIfAnalysesRequest listWhatIfAnalysesRequest)

      This is a variant of listWhatIfAnalyses(software.amazon.awssdk.services.forecast.model.ListWhatIfAnalysesRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListWhatIfAnalysesPublisher publisher = client.listWhatIfAnalysesPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListWhatIfAnalysesPublisher publisher = client.listWhatIfAnalysesPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListWhatIfAnalysesResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListWhatIfAnalysesResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listWhatIfAnalyses(software.amazon.awssdk.services.forecast.model.ListWhatIfAnalysesRequest) operation.

      Parameters:
      listWhatIfAnalysesRequest -
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listWhatIfAnalysesPaginator

      default ListWhatIfAnalysesPublisher listWhatIfAnalysesPaginator(Consumer<ListWhatIfAnalysesRequest.Builder> listWhatIfAnalysesRequest)

      This is a variant of listWhatIfAnalyses(software.amazon.awssdk.services.forecast.model.ListWhatIfAnalysesRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListWhatIfAnalysesPublisher publisher = client.listWhatIfAnalysesPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListWhatIfAnalysesPublisher publisher = client.listWhatIfAnalysesPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListWhatIfAnalysesResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListWhatIfAnalysesResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listWhatIfAnalyses(software.amazon.awssdk.services.forecast.model.ListWhatIfAnalysesRequest) operation.


      This is a convenience which creates an instance of the ListWhatIfAnalysesRequest.Builder avoiding the need to create one manually via ListWhatIfAnalysesRequest.builder()

      Parameters:
      listWhatIfAnalysesRequest - A Consumer that will call methods on ListWhatIfAnalysesRequest.Builder to create a request.
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listWhatIfForecastExports

      default CompletableFuture<ListWhatIfForecastExportsResponse> listWhatIfForecastExports(ListWhatIfForecastExportsRequest listWhatIfForecastExportsRequest)

      Returns a list of what-if forecast exports created using the CreateWhatIfForecastExport operation. For each what-if forecast export, 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 what-if forecast export ARN with the DescribeWhatIfForecastExport operation.

      Parameters:
      listWhatIfForecastExportsRequest -
      Returns:
      A Java Future containing the result of the ListWhatIfForecastExports operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listWhatIfForecastExports

      default CompletableFuture<ListWhatIfForecastExportsResponse> listWhatIfForecastExports(Consumer<ListWhatIfForecastExportsRequest.Builder> listWhatIfForecastExportsRequest)

      Returns a list of what-if forecast exports created using the CreateWhatIfForecastExport operation. For each what-if forecast export, 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 what-if forecast export ARN with the DescribeWhatIfForecastExport operation.


      This is a convenience which creates an instance of the ListWhatIfForecastExportsRequest.Builder avoiding the need to create one manually via ListWhatIfForecastExportsRequest.builder()

      Parameters:
      listWhatIfForecastExportsRequest - A Consumer that will call methods on ListWhatIfForecastExportsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListWhatIfForecastExports operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listWhatIfForecastExportsPaginator

      default ListWhatIfForecastExportsPublisher listWhatIfForecastExportsPaginator(ListWhatIfForecastExportsRequest listWhatIfForecastExportsRequest)

      This is a variant of listWhatIfForecastExports(software.amazon.awssdk.services.forecast.model.ListWhatIfForecastExportsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListWhatIfForecastExportsPublisher publisher = client.listWhatIfForecastExportsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListWhatIfForecastExportsPublisher publisher = client.listWhatIfForecastExportsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListWhatIfForecastExportsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListWhatIfForecastExportsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listWhatIfForecastExports(software.amazon.awssdk.services.forecast.model.ListWhatIfForecastExportsRequest) operation.

      Parameters:
      listWhatIfForecastExportsRequest -
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listWhatIfForecastExportsPaginator

      default ListWhatIfForecastExportsPublisher listWhatIfForecastExportsPaginator(Consumer<ListWhatIfForecastExportsRequest.Builder> listWhatIfForecastExportsRequest)

      This is a variant of listWhatIfForecastExports(software.amazon.awssdk.services.forecast.model.ListWhatIfForecastExportsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListWhatIfForecastExportsPublisher publisher = client.listWhatIfForecastExportsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListWhatIfForecastExportsPublisher publisher = client.listWhatIfForecastExportsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListWhatIfForecastExportsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListWhatIfForecastExportsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listWhatIfForecastExports(software.amazon.awssdk.services.forecast.model.ListWhatIfForecastExportsRequest) operation.


      This is a convenience which creates an instance of the ListWhatIfForecastExportsRequest.Builder avoiding the need to create one manually via ListWhatIfForecastExportsRequest.builder()

      Parameters:
      listWhatIfForecastExportsRequest - A Consumer that will call methods on ListWhatIfForecastExportsRequest.Builder to create a request.
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listWhatIfForecasts

      default CompletableFuture<ListWhatIfForecastsResponse> listWhatIfForecasts(ListWhatIfForecastsRequest listWhatIfForecastsRequest)

      Returns a list of what-if forecasts created using the CreateWhatIfForecast operation. For each what-if forecast, 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 what-if forecast ARN with the DescribeWhatIfForecast operation.

      Parameters:
      listWhatIfForecastsRequest -
      Returns:
      A Java Future containing the result of the ListWhatIfForecasts operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listWhatIfForecasts

      default CompletableFuture<ListWhatIfForecastsResponse> listWhatIfForecasts(Consumer<ListWhatIfForecastsRequest.Builder> listWhatIfForecastsRequest)

      Returns a list of what-if forecasts created using the CreateWhatIfForecast operation. For each what-if forecast, 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 what-if forecast ARN with the DescribeWhatIfForecast operation.


      This is a convenience which creates an instance of the ListWhatIfForecastsRequest.Builder avoiding the need to create one manually via ListWhatIfForecastsRequest.builder()

      Parameters:
      listWhatIfForecastsRequest - A Consumer that will call methods on ListWhatIfForecastsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ListWhatIfForecasts operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listWhatIfForecastsPaginator

      default ListWhatIfForecastsPublisher listWhatIfForecastsPaginator(ListWhatIfForecastsRequest listWhatIfForecastsRequest)

      This is a variant of listWhatIfForecasts(software.amazon.awssdk.services.forecast.model.ListWhatIfForecastsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListWhatIfForecastsPublisher publisher = client.listWhatIfForecastsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListWhatIfForecastsPublisher publisher = client.listWhatIfForecastsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListWhatIfForecastsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListWhatIfForecastsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listWhatIfForecasts(software.amazon.awssdk.services.forecast.model.ListWhatIfForecastsRequest) operation.

      Parameters:
      listWhatIfForecastsRequest -
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • listWhatIfForecastsPaginator

      default ListWhatIfForecastsPublisher listWhatIfForecastsPaginator(Consumer<ListWhatIfForecastsRequest.Builder> listWhatIfForecastsRequest)

      This is a variant of listWhatIfForecasts(software.amazon.awssdk.services.forecast.model.ListWhatIfForecastsRequest) operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.

      When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a new Subscription i.e., a new contract to stream data from the starting request.

      The following are few ways to use the response class:

      1) Using the subscribe helper method 
       
 software.amazon.awssdk.services.forecast.paginators.ListWhatIfForecastsPublisher publisher = client.listWhatIfForecastsPaginator(request);
 CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response });
 future.get();
      2) Using a custom subscriber 
       
 software.amazon.awssdk.services.forecast.paginators.ListWhatIfForecastsPublisher publisher = client.listWhatIfForecastsPaginator(request);
 publisher.subscribe(new Subscriber<software.amazon.awssdk.services.forecast.model.ListWhatIfForecastsResponse>() {
 
 public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... };
 
 
 public void onNext(software.amazon.awssdk.services.forecast.model.ListWhatIfForecastsResponse response) { //... };
 });
      As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.

      Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.

      Note: If you prefer to have control on service calls, use the listWhatIfForecasts(software.amazon.awssdk.services.forecast.model.ListWhatIfForecastsRequest) operation.


      This is a convenience which creates an instance of the ListWhatIfForecastsRequest.Builder avoiding the need to create one manually via ListWhatIfForecastsRequest.builder()

      Parameters:
      listWhatIfForecastsRequest - A Consumer that will call methods on ListWhatIfForecastsRequest.Builder to create a request.
      Returns:
      A custom publisher that can be subscribed to request a stream of response pages.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • resumeResource

      default CompletableFuture<ResumeResourceResponse> resumeResource(ResumeResourceRequest resumeResourceRequest)

      Resumes a stopped monitor resource.

      Parameters:
      resumeResourceRequest -
      Returns:
      A Java Future containing the result of the ResumeResource operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • resumeResource

      default CompletableFuture<ResumeResourceResponse> resumeResource(Consumer<ResumeResourceRequest.Builder> resumeResourceRequest)

      Resumes a stopped monitor resource.


      This is a convenience which creates an instance of the ResumeResourceRequest.Builder avoiding the need to create one manually via ResumeResourceRequest.builder()

      Parameters:
      resumeResourceRequest - A Consumer that will call methods on ResumeResourceRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the ResumeResource operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • stopResource

      default CompletableFuture<StopResourceResponse> stopResource(StopResourceRequest stopResourceRequest)

      Stops a resource.

      The resource undergoes the following states: CREATE_STOPPING and CREATE_STOPPED. You cannot resume a resource once it has been stopped.

      This operation can be applied to the following resources (and their corresponding child resources):

      • Dataset Import Job

      • Predictor Job

      • Forecast Job

      • Forecast Export Job

      • Predictor Backtest Export Job

      • Explainability Job

      • Explainability Export Job

      Parameters:
      stopResourceRequest -
      Returns:
      A Java Future containing the result of the StopResource operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • stopResource

      default CompletableFuture<StopResourceResponse> stopResource(Consumer<StopResourceRequest.Builder> stopResourceRequest)

      Stops a resource.

      The resource undergoes the following states: CREATE_STOPPING and CREATE_STOPPED. You cannot resume a resource once it has been stopped.

      This operation can be applied to the following resources (and their corresponding child resources):

      • Dataset Import Job

      • Predictor Job

      • Forecast Job

      • Forecast Export Job

      • Predictor Backtest Export Job

      • Explainability Job

      • Explainability Export Job


      This is a convenience which creates an instance of the StopResourceRequest.Builder avoiding the need to create one manually via StopResourceRequest.builder()

      Parameters:
      stopResourceRequest - A Consumer that will call methods on StopResourceRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the StopResource operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • tagResource

      default CompletableFuture<TagResourceResponse> tagResource(TagResourceRequest tagResourceRequest)

      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.

      Parameters:
      tagResourceRequest -
      Returns:
      A Java Future containing the result of the TagResource operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • tagResource

      default CompletableFuture<TagResourceResponse> tagResource(Consumer<TagResourceRequest.Builder> tagResourceRequest)

      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.


      This is a convenience which creates an instance of the TagResourceRequest.Builder avoiding the need to create one manually via TagResourceRequest.builder()

      Parameters:
      tagResourceRequest - A Consumer that will call methods on TagResourceRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the TagResource operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • LimitExceededException The limit on the number of resources per account has been exceeded.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • untagResource

      default CompletableFuture<UntagResourceResponse> untagResource(UntagResourceRequest untagResourceRequest)

      Deletes the specified tags from a resource.

      Parameters:
      untagResourceRequest -
      Returns:
      A Java Future containing the result of the UntagResource operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • untagResource

      default CompletableFuture<UntagResourceResponse> untagResource(Consumer<UntagResourceRequest.Builder> untagResourceRequest)

      Deletes the specified tags from a resource.


      This is a convenience which creates an instance of the UntagResourceRequest.Builder avoiding the need to create one manually via UntagResourceRequest.builder()

      Parameters:
      untagResourceRequest - A Consumer that will call methods on UntagResourceRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the UntagResource operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • updateDatasetGroup

      default CompletableFuture<UpdateDatasetGroupResponse> updateDatasetGroup(UpdateDatasetGroupRequest updateDatasetGroupRequest)

      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.

      Parameters:
      updateDatasetGroupRequest -
      Returns:
      A Java Future containing the result of the UpdateDatasetGroup operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • updateDatasetGroup

      default CompletableFuture<UpdateDatasetGroupResponse> updateDatasetGroup(Consumer<UpdateDatasetGroupRequest.Builder> updateDatasetGroupRequest)

      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.


      This is a convenience which creates an instance of the UpdateDatasetGroupRequest.Builder avoiding the need to create one manually via UpdateDatasetGroupRequest.builder()

      Parameters:
      updateDatasetGroupRequest - A Consumer that will call methods on UpdateDatasetGroupRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the UpdateDatasetGroup operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
      • ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
      • ResourceInUseException The specified resource is in use.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • ForecastException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • serviceClientConfiguration

      default ForecastServiceClientConfiguration serviceClientConfiguration()
      Description copied from interface: SdkClient
      The SDK service client configuration exposes client settings to the user, e.g., ClientOverrideConfiguration
      Specified by:
      serviceClientConfiguration in interface AwsClient
      Specified by:
      serviceClientConfiguration in interface SdkClient
      Returns:
      SdkServiceClientConfiguration

    • create

      static ForecastAsyncClient create()
      Create a ForecastAsyncClient with the region loaded from the DefaultAwsRegionProviderChain and credentials loaded from the DefaultCredentialsProvider.

    • builder

      static ForecastAsyncClientBuilder builder()
      Create a builder that can be used to configure and create a ForecastAsyncClient.