Actions, resources, and condition keys for Amazon Forecast - Service Authorization Reference

Actions, resources, and condition keys for Amazon Forecast

Amazon Forecast (service prefix: forecast) provides the following service-specific resources, actions, and condition context keys for use in IAM permission policies.

References:

Actions defined by Amazon Forecast

You can specify the following actions in the Action element of an IAM policy statement. Use policies to grant permissions to perform an operation in AWS. When you use an action in a policy, you usually allow or deny access to the API operation or CLI command with the same name. However, in some cases, a single action controls access to more than one operation. Alternatively, some operations require several different actions.

The Resource types column indicates whether each action supports resource-level permissions. If there is no value for this column, you must specify all resources ("*") in the Resource element of your policy statement. If the column includes a resource type, then you can specify an ARN of that type in a statement with that action. Required resources are indicated in the table with an asterisk (*). If you specify a resource-level permission ARN in a statement using this action, then it must be of this type. Some actions support multiple resource types. If the resource type is optional (not indicated as required), then you can choose to use one but not the other.

For details about the columns in the following table, see The actions table.

Actions Description Access level Resource types (*required) Condition keys Dependent actions
CreateDataset Grants permission to create a dataset Write

dataset*

aws:RequestTag/${TagKey}

aws:TagKeys

CreateDatasetGroup Grants permission to create a dataset group Write

datasetGroup*

aws:RequestTag/${TagKey}

aws:TagKeys

CreateDatasetImportJob Grants permission to create a dataset import job Write

datasetImportJob*

aws:RequestTag/${TagKey}

aws:TagKeys

CreateForecast Grants permission to create a forecast Write

predictor*

aws:RequestTag/${TagKey}

aws:TagKeys

CreateForecastExportJob Grants permission to create a forecast export job using a forecast resource Write

forecast*

aws:RequestTag/${TagKey}

aws:TagKeys

CreatePredictor Grants permission to create a predictor Write

datasetGroup*

aws:RequestTag/${TagKey}

aws:TagKeys

CreatePredictorBacktestExportJob Grants permission to create a predictor backtest export job using a predictor Write

predictor*

aws:RequestTag/${TagKey}

aws:TagKeys

DeleteDataset Grants permission to delete a dataset Write

dataset*

DeleteDatasetGroup Grants permission to delete a dataset group Write

datasetGroup*

DeleteDatasetImportJob Grants permission to delete a dataset import job Write

datasetImportJob*

DeleteForecast Grants permission to delete a forecast Write

forecast*

DeleteForecastExportJob Grants permission to delete a forecast export job Write

forecastExport*

DeletePredictor Grants permission to delete a predictor Write

predictor*

DeletePredictorBacktestExportJob Grants permission to delete a predictor backtest export job Write

predictorBacktestExportJob*

DescribeDataset Grants permission to describe a dataset Read

dataset*

DescribeDatasetGroup Grants permission to describe a dataset group Read

datasetGroup*

DescribeDatasetImportJob Grants permission to describe a dataset import job Read

datasetImportJob*

DescribeForecast Grants permission to describe a forecast Read

forecast*

DescribeForecastExportJob Grants permission to describe a forecast export job Read

forecastExport*

DescribePredictor Grants permission to describe a predictor Read

predictor*

DescribePredictorBacktestExportJob Grants permission to describe a predictor backtest export job Read

predictorBacktestExportJob*

GetAccuracyMetrics Grants permission to get the Accuracy Metrics for a predictor Read

predictor*

ListDatasetGroups Grants permission to list all the dataset groups List
ListDatasetImportJobs Grants permission to list all the dataset import jobs List
ListDatasets Grants permission to list all the datasets List
ListForecastExportJobs Grants permission to list all the forecast export jobs List
ListForecasts Grants permission to list all the forecasts List
ListPredictorBacktestExportJobs Grants permission to list all the predictor backtest export jobs List
ListPredictors Grants permission to list all the predictors List
ListTagsForResource Grants permission to list the tags for an Amazon Forecast resource Read

dataset

datasetGroup

datasetImportJob

forecast

forecastExport

predictor

predictorBacktestExportJob

QueryForecast Grants permission to retrieve a forecast for a single item Read

forecast*

TagResource Grants permission to associate the specified tags to a resource Tagging

dataset

datasetGroup

datasetImportJob

forecast

forecastExport

predictor

predictorBacktestExportJob

aws:RequestTag/${TagKey}

aws:TagKeys

UntagResource Grants permission to delete the specified tags for a resource Tagging

dataset

datasetGroup

datasetImportJob

forecast

forecastExport

predictor

predictorBacktestExportJob

aws:TagKeys

UpdateDatasetGroup Grants permission to update a dataset group Write

dataset*

datasetGroup*

Resource types defined by Amazon Forecast

The following resource types are defined by this service and can be used in the Resource element of IAM permission policy statements. Each action in the Actions table identifies the resource types that can be specified with that action. A resource type can also define which condition keys you can include in a policy. These keys are displayed in the last column of the table. For details about the columns in the following table, see The resource types table.

Resource types ARN Condition keys
dataset arn:${Partition}:forecast:${Region}:${Account}:dataset/${ResourceId}

aws:ResourceTag/${TagKey}

datasetGroup arn:${Partition}:forecast:${Region}:${Account}:dataset-group/${ResourceId}

aws:ResourceTag/${TagKey}

datasetImportJob arn:${Partition}:forecast:${Region}:${Account}:dataset-import-job/${ResourceId}

aws:ResourceTag/${TagKey}

algorithm arn:${Partition}:forecast:::algorithm/${ResourceId}
predictor arn:${Partition}:forecast:${Region}:${Account}:predictor/${ResourceId}

aws:ResourceTag/${TagKey}

predictorBacktestExportJob arn:${Partition}:forecast:${Region}:${Account}:predictor-backtest-export-job/${ResourceId}

aws:ResourceTag/${TagKey}

forecast arn:${Partition}:forecast:${Region}:${Account}:forecast/${ResourceId}

aws:ResourceTag/${TagKey}

forecastExport arn:${Partition}:forecast:${Region}:${Account}:forecast-export-job/${ResourceId}

aws:ResourceTag/${TagKey}

Condition keys for Amazon Forecast

Amazon Forecast defines the following condition keys that can be used in the Condition element of an IAM policy. You can use these keys to further refine the conditions under which the policy statement applies. For details about the columns in the following table, see The condition keys table.

To view the global condition keys that are available to all services, see Available global condition keys.

Condition keys Description Type
aws:RequestTag/${TagKey} Filters actions based on the tags that are passed in the request String
aws:ResourceTag/${TagKey} Filters actions based on the tags associated with the resource String
aws:TagKeys Filters actions based on the tag keys that are passed in the request String