Actions, resources, and condition keys for Amazon Lookout for Vision

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

References:

• Learn how to configure this service.

• View a list of the API operations available for this service.

• Learn how to secure this service and its resources by using IAM permission policies.

Actions defined by Amazon Lookout for Vision

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 of the Actions table indicates whether each action supports resource-level permissions. If there is no value for this column, you must specify all resources ("*") to which the policy applies 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. If the action has one or more required resources, the caller must have permission to use the action with those resources. Required resources are indicated in the table with an asterisk (*). If you limit resource access with the Resource element in an IAM policy, you must include an ARN or pattern for each required resource type. Some actions support multiple resource types. If the resource type is optional (not indicated as required), then you can choose to use one of the optional resource types.

The Condition keys column of the Actions table includes keys that you can specify in a policy statement's Condition element. For more information on the condition keys that are associated with resources for the service, see the Condition keys column of the Resource types table.

Note

Resource condition keys are listed in the Resource types table. You can find a link to the resource type that applies to an action in the Resource types (*required) column of the Actions table. The resource type in the Resource types table includes the Condition keys column, which are the resource condition keys that apply to an action in the Actions table.

For details about the columns in the following table, see Actions table.

Actions	Description	Access level	Resource types (*required)	Condition keys	Dependent actions
CreateDataset	Grants permission to create a dataset manifest	Write
CreateModel	Grants permission to create a new anomaly detection model	Write	model*
				aws:RequestTag/${TagKey} aws:TagKeys
CreateProject	Grants permission to create a new project	Write	project*
DeleteDataset	Grants permission to delete a dataset	Write
DeleteModel	Grants permission to delete a model and all associated assets	Write	model*
DeleteProject	Grants permission to permanently remove a project	Write	project*
DescribeDataset	Grants permission to show detailed information about dataset manifest	Read
DescribeModel	Grants permission to show detailed information about a model	Read	model*
DescribeModelPackagingJob	Grants permission to show detailed information about a model packaging job	Read
DescribeProject	Grants permission to show detailed information about a project	Read	project*
DescribeTrialDetection [permission only]	Grants permission to provides state information about a running anomaly detection job	Read
DetectAnomalies	Grants permission to invoke detection of anomalies	Write	model*
ListDatasetEntries	Grants permission to list the contents of dataset manifest	Read
ListModelPackagingJobs	Grants permission to list all model packaging jobs associated with a project	List
ListModels	Grants permission to list all models associated with a project	List
ListProjects	Grants permission to list all projects	List
ListTagsForResource	Grants permission to list tags for a resource	Read	model
ListTrialDetections [permission only]	Grants permission to list all anomaly detection jobs	List
StartModel	Grants permission to start anomaly detection model	Write	model*
StartModelPackagingJob	Grants permission to start a model packaging job	Write	model*
StartTrialDetection [permission only]	Grants permission to start bulk detection of anomalies for a set of images stored in an S3 bucket	Write
StopModel	Grants permission to stop anomaly detection model	Write	model*
TagResource	Grants permission to tag a resource with given key value pairs	Tagging	model
				aws:RequestTag/${TagKey} aws:TagKeys
UntagResource	Grants permission to remove the tag with the given key from a resource	Tagging	model
				aws:TagKeys
UpdateDatasetEntries	Grants permission to update a training or test dataset manifest	Write

Resource types defined by Amazon Lookout for Vision

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 Resource types table. For details about the columns in the following table, see Resource types table.

Resource types	ARN	Condition keys
model	arn:${Partition}:lookoutvision:${Region}:${Account}:model/${ProjectName}/${ModelVersion}	aws:ResourceTag/${TagKey}
project	arn:${Partition}:lookoutvision:${Region}:${Account}:project/${ProjectName}

Condition keys for Amazon Lookout for Vision

Amazon Lookout for Vision 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 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/${TagKey}	Filters access by the tags that are passed in the request	String
aws:ResourceTag/${TagKey}	Filters access by the tags associated with the resource	String
aws:TagKeys	Filters access by the tag keys that are passed in the request	ArrayOfString