Amazon Forecast Service
Provides APIs for creating and managing Amazon Forecast resources.
forecastservice( config = list(), credentials = list(), endpoint = NULL, region = NULL )
config: Optional configuration of credentials, endpoint, and/or region.
credentials :
creds :
profile : The name of a profile to use. If not given, then the default profile is used.
anonymous : Set anonymous credentials.
endpoint : The complete URL to use for the constructed client.
region : The AWS Region used in instantiating the client.
close_connection : Immediately close all HTTP connections.
timeout : The time in seconds till a timeout exception is thrown when attempting to make a connection. The default is 60 seconds.
s3_force_path_style : Set this to true to force the request to use path-style addressing, i.e. http://s3.amazonaws.com/BUCKET/KEY.
sts_regional_endpoint : Set sts regional endpoint resolver to regional or legacy https://docs.aws.amazon.com/sdkref/latest/guide/feature-sts-regionalized-endpoints.html
credentials: Optional credentials shorthand for the config parameter
creds :
profile : The name of a profile to use. If not given, then the default profile is used.
anonymous : Set anonymous credentials.
endpoint: Optional shorthand for complete URL to use for the constructed client.
region: Optional shorthand for AWS Region used in instantiating the client.
A client for the service. You can call the service's operations using syntax like svc$operation(...), where svc is the name you've assigned to the client. The available operations are listed in the Operations section.
svc <- forecastservice(
config = list(
credentials = list(
creds = list(
access_key_id = "string",
secret_access_key = "string",
session_token = "string"
),
profile = "string",
anonymous = "logical"
),
endpoint = "string",
region = "string",
close_connection = "logical",
timeout = "numeric",
s3_force_path_style = "logical",
sts_regional_endpoint = "string"
),
credentials = list(
creds = list(
access_key_id = "string",
secret_access_key = "string",
session_token = "string"
),
profile = "string",
anonymous = "logical"
),
endpoint = "string",
region = "string"
)
| create_auto_predictor | Creates an Amazon Forecast predictor |
| create_dataset | Creates an Amazon Forecast dataset |
| create_dataset_group | Creates a dataset group, which holds a collection of related datasets |
| create_dataset_import_job | Imports your training data to an Amazon Forecast dataset |
| create_explainability | Explainability is only available for Forecasts and Predictors generated from an AutoPredictor (CreateAutoPredictor) |
| create_explainability_export | Exports an Explainability resource created by the CreateExplainability operation |
| create_forecast | Creates a forecast for each item in the TARGET_TIME_SERIES dataset that was used to train the predictor |
| create_forecast_export_job | Exports a forecast created by the CreateForecast operation to your Amazon Simple Storage Service (Amazon S3) bucket |
| create_monitor | Creates a predictor monitor resource for an existing auto predictor |
| create_predictor | This operation creates a legacy predictor that does not include all the predictor functionalities provided by Amazon Forecast |
| create_predictor_backtest_export_job | Exports backtest forecasts and accuracy metrics generated by the CreateAutoPredictor or CreatePredictor operations |
| create_what_if_analysis | 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 |
| create_what_if_forecast | A what-if forecast is a forecast that is created from a modified version of the baseline forecast |
| create_what_if_forecast_export | Exports a forecast created by the CreateWhatIfForecast operation to your Amazon Simple Storage Service (Amazon S3) bucket |
| delete_dataset | Deletes an Amazon Forecast dataset that was created using the CreateDataset operation |
| delete_dataset_group | Deletes a dataset group created using the CreateDatasetGroup operation |
| delete_dataset_import_job | Deletes a dataset import job created using the CreateDatasetImportJob operation |
| delete_explainability | Deletes an Explainability resource |
| delete_explainability_export | Deletes an Explainability export |
| delete_forecast | Deletes a forecast created using the CreateForecast operation |
| delete_forecast_export_job | Deletes a forecast export job created using the CreateForecastExportJob operation |
| delete_monitor | Deletes a monitor resource |
| delete_predictor | Deletes a predictor created using the DescribePredictor or CreatePredictor operations |
| delete_predictor_backtest_export_job | Deletes a predictor backtest export job |
| delete_resource_tree | Deletes an entire resource tree |
| delete_what_if_analysis | Deletes a what-if analysis created using the CreateWhatIfAnalysis operation |
| delete_what_if_forecast | Deletes a what-if forecast created using the CreateWhatIfForecast operation |
| delete_what_if_forecast_export | Deletes a what-if forecast export created using the CreateWhatIfForecastExport operation |
| describe_auto_predictor | Describes a predictor created using the CreateAutoPredictor operation |
| describe_dataset | Describes an Amazon Forecast dataset created using the CreateDataset operation |
| describe_dataset_group | Describes a dataset group created using the CreateDatasetGroup operation |
| describe_dataset_import_job | Describes a dataset import job created using the CreateDatasetImportJob operation |
| describe_explainability | Describes an Explainability resource created using the CreateExplainability operation |
| describe_explainability_export | Describes an Explainability export created using the CreateExplainabilityExport operation |
| describe_forecast | Describes a forecast created using the CreateForecast operation |
| describe_forecast_export_job | Describes a forecast export job created using the CreateForecastExportJob operation |
| describe_monitor | Describes a monitor resource |
| describe_predictor | This operation is only valid for legacy predictors created with CreatePredictor |
| describe_predictor_backtest_export_job | Describes a predictor backtest export job created using the CreatePredictorBacktestExportJob operation |
| describe_what_if_analysis | Describes the what-if analysis created using the CreateWhatIfAnalysis operation |
| describe_what_if_forecast | Describes the what-if forecast created using the CreateWhatIfForecast operation |
| describe_what_if_forecast_export | Describes the what-if forecast export created using the CreateWhatIfForecastExport operation |
| get_accuracy_metrics | Provides metrics on the accuracy of the models that were trained by the CreatePredictor operation |
| list_dataset_groups | Returns a list of dataset groups created using the CreateDatasetGroup operation |
| list_dataset_import_jobs | Returns a list of dataset import jobs created using the CreateDatasetImportJob operation |
| list_datasets | Returns a list of datasets created using the CreateDataset operation |
| list_explainabilities | Returns a list of Explainability resources created using the CreateExplainability operation |
| list_explainability_exports | Returns a list of Explainability exports created using the CreateExplainabilityExport operation |
| list_forecast_export_jobs | Returns a list of forecast export jobs created using the CreateForecastExportJob operation |
| list_forecasts | Returns a list of forecasts created using the CreateForecast operation |
| list_monitor_evaluations | Returns a list of the monitoring evaluation results and predictor events collected by the monitor resource during different windows of time |
| list_monitors | Returns a list of monitors created with the CreateMonitor operation and CreateAutoPredictor operation |
| list_predictor_backtest_export_jobs | Returns a list of predictor backtest export jobs created using the CreatePredictorBacktestExportJob operation |
| list_predictors | Returns a list of predictors created using the CreateAutoPredictor or CreatePredictor operations |
| list_tags_for_resource | Lists the tags for an Amazon Forecast resource |
| list_what_if_analyses | Returns a list of what-if analyses created using the CreateWhatIfAnalysis operation |
| list_what_if_forecast_exports | Returns a list of what-if forecast exports created using the CreateWhatIfForecastExport operation |
| list_what_if_forecasts | Returns a list of what-if forecasts created using the CreateWhatIfForecast operation |
| resume_resource | Resumes a stopped monitor resource |
| stop_resource | Stops a resource |
| tag_resource | Associates the specified tags to a resource with the specified resourceArn |
| untag_resource | Deletes the specified tags from a resource |
| update_dataset_group | Replaces the datasets in a dataset group with the specified datasets |
## Not run: svc <- forecastservice() svc$create_auto_predictor( Foo = 123 ) ## End(Not run)
Useful links