Actions, resources, and condition keys for Amazon Forecast - AWS Identity and Access Management

Actions, resources, and condition keys for Amazon Forecast

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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 Creates a dataset Write

dataset*

aws:RequestTag/${TagKey}

aws:TagKeys

CreateDatasetGroup Creates a dataset group Write

datasetGroup*

aws:RequestTag/${TagKey}

aws:TagKeys

CreateDatasetImportJob Creates a dataset import job Write

datasetImportJob*

aws:RequestTag/${TagKey}

aws:TagKeys

CreateForecast Creates a forecast Write

predictor*

aws:RequestTag/${TagKey}

aws:TagKeys

CreateForecastExportJob Creates a forecast export job Write

forecast*

aws:RequestTag/${TagKey}

aws:TagKeys

CreatePredictor Creates a predictor Write

datasetGroup*

aws:RequestTag/${TagKey}

aws:TagKeys

DeleteDataset Deletes a dataset Write

dataset*

DeleteDatasetGroup Deletes a dataset group Write

datasetGroup*

DeleteDatasetImportJob Deletes a dataset import job Write

datasetImportJob*

DeleteForecast Deletes a forecast Write

forecast*

DeleteForecastExportJob Deletes a forecast export job Write

forecastExport*

DeletePredictor Deletes a predictor Write

predictor*

DescribeDataset Describes a dataset Read

dataset*

DescribeDatasetGroup Describes a dataset group Read

datasetGroup*

DescribeDatasetImportJob Describes a dataset import job Read

datasetImportJob*

DescribeForecast Describes a forecast Read

forecast*

DescribeForecastExportJob Describes a forecast export job Read

forecastExport*

DescribePredictor Describes a predictor Read

predictor*

GetAccuracyMetrics Gets Accuracy Metrics for a predictor Read

predictor*

ListDatasetGroups Lists dataset groups List
ListDatasetImportJobs Lists dataset import jobs List
ListDatasets Lists datasets List
ListForecastExportJobs Lists forecast export jobs List
ListForecasts Lists forecasts List
ListPredictors Lists predictors List
ListTagsForResource Lists the tags for an Amazon Forecast resource List

dataset

datasetGroup

datasetImportJob

forecast

forecastExport

predictor

QueryForecast Retrieves a forecast for a single item Read

forecast*

TagResource Associates the specified tags to a resource Tagging

dataset

datasetGroup

datasetImportJob

forecast

forecastExport

predictor

aws:RequestTag/${TagKey}

aws:TagKeys

UntagResource Deletes the specified tags for a resource Tagging

dataset

datasetGroup

datasetImportJob

forecast

forecastExport

predictor

aws:TagKeys

UpdateDatasetGroup Updates 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}

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