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

Actions, resources, and condition keys for Amazon Comprehend

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

References:

Actions defined by Amazon Comprehend

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
BatchDetectDominantLanguage Grants permission to detect the language or languages present in the list of text documents Read
BatchDetectEntities Grants permission to detect the named entities ("People", "Places", "Locations", etc) within the given list of text documents Read
BatchDetectKeyPhrases Grants permission to detect the phrases in the list of text documents that are most indicative of the content Read
BatchDetectSentiment Grants permission to detect the sentiment of a text in the list of documents (Positive, Negative, Neutral, or Mixed) Read
BatchDetectSyntax Grants permission to detect syntactic information (like Part of Speech, Tokens) in a list of text documents Read
ClassifyDocument Grants permission to create a new document classification request to analyze a single document in real-time, using a previously created and trained custom model and an endpoint Read

document-classifier-endpoint*

CreateDocumentClassifier Grants permission to create a new document classifier that you can use to categorize documents Write

aws:RequestTag/${TagKey}

aws:TagKeys

CreateEndpoint Grants permission to create a model-specific endpoint for synchronous inference for a previously trained custom model Write

document-classifier*

entity-recognizer*

aws:RequestTag/${TagKey}

aws:TagKeys

CreateEntityRecognizer Grants permission to create an entity recognizer using submitted files Write

aws:RequestTag/${TagKey}

aws:TagKeys

DeleteDocumentClassifier Grants permission to delete a previously created document classifier Write

document-classifier*

DeleteEndpoint Grants permission to delete a model-specific endpoint for a previously-trained custom model. All endpoints must be deleted in order for the model to be deleted Write

document-classifier-endpoint*

entity-recognizer-endpoint*

DeleteEntityRecognizer Grants permission to delete a submitted entity recognizer Write

entity-recognizer*

DescribeDocumentClassificationJob Grants permission to get the properties associated with a document classification job Read
DescribeDocumentClassifier Grants permission to get the properties associated with a document classifier Read

document-classifier*

DescribeDominantLanguageDetectionJob Grants permission to get the properties associated with a dominant language detection job Read
DescribeEndpoint Grants permission to get the properties associated with a specific endpoint. Use this operation to get the status of an endpoint Read

document-classifier-endpoint*

entity-recognizer-endpoint*

DescribeEntitiesDetectionJob Grants permission to get the properties associated with an entities detection job Read
DescribeEntityRecognizer Grants permission to provide details about an entity recognizer including status, S3 buckets containing training data, recognizer metadata, metrics, and so on Read

entity-recognizer*

DescribeKeyPhrasesDetectionJob Grants permission to get the properties associated with a key phrases detection job Read
DescribePiiEntitiesDetectionJob Grants permission to get the properties associated with a PII entities detection job Read
DescribeSentimentDetectionJob Grants permission to get the properties associated with a sentiment detection job Read
DescribeTopicsDetectionJob Grants permission to get the properties associated with a topic detection job Read
DetectDominantLanguage Grants permission to detect the language or languages present in the text Read
DetectEntities Grants permission to detect the named entities ("People", "Places", "Locations", etc) within the given text document Read

entity-recognizer-endpoint

DetectKeyPhrases Grants permission to detect the phrases in the text that are most indicative of the content Read
DetectPiiEntities Grants permission to detect the personally identifiable information entities ("Name", "SSN", "PIN", etc) within the given text document Read
DetectSentiment Grants permission to detect the sentiment of a text in a document (Positive, Negative, Neutral, or Mixed) Read
DetectSyntax Grants permission to detect syntactic information (like Part of Speech, Tokens) in a text document Read
ListDocumentClassificationJobs Grants permission to get a list of the document classification jobs that you have submitted List
ListDocumentClassifiers Grants permission to get a list of the document classifiers that you have created List
ListDominantLanguageDetectionJobs Grants permission to get a list of the dominant language detection jobs that you have submitted List
ListEndpoints Grants permission to get a list of all existing endpoints that you've created List
ListEntitiesDetectionJobs Grants permission to get a list of the entity detection jobs that you have submitted List
ListEntityRecognizers Grants permission to get a list of the properties of all entity recognizers that you created, including recognizers currently in training List
ListKeyPhrasesDetectionJobs Grants permission to get a list of key phrase detection jobs that you have submitted List
ListPiiEntitiesDetectionJobs Grants permission to get a list of PII entities detection jobs that you have submitted List
ListSentimentDetectionJobs Grants permission to get a list of sentiment detection jobs that you have submitted List
ListTagsForResource Grants permission to list tags for a resource List

document-classifier

document-classifier-endpoint

entity-recognizer

entity-recognizer-endpoint

ListTopicsDetectionJobs Grants permission to get a list of the topic detection jobs that you have submitted List
StartDocumentClassificationJob Grants permission to start an asynchronous document classification job Write

document-classifier*

StartDominantLanguageDetectionJob Grants permission to start an asynchronous dominant language detection job for a collection of documents Write
StartEntitiesDetectionJob Grants permission to start an asynchronous entity detection job for a collection of documents Write

entity-recognizer

StartKeyPhrasesDetectionJob Grants permission to start an asynchronous key phrase detection job for a collection of documents Write
StartPiiEntitiesDetectionJob Grants permission to start an asynchronous PII entities detection job for a collection of documents Write
StartSentimentDetectionJob Grants permission to start an asynchronous sentiment detection job for a collection of documents Write
StartTopicsDetectionJob Grants permission to start an asynchronous job to detect the most common topics in the collection of documents and the phrases associated with each topic Write
StopDominantLanguageDetectionJob Grants permission to stop a dominant language detection job Write
StopEntitiesDetectionJob Grants permission to stop an entity detection job Write
StopKeyPhrasesDetectionJob Grants permission to stop a key phrase detection job Write
StopPiiEntitiesDetectionJob Grants permission to stop a PII entities detection job Write
StopSentimentDetectionJob Grants permission to stop a sentiment detection job Write
StopTrainingDocumentClassifier Grants permission to stop a previously created document classifier training job Write

document-classifier*

StopTrainingEntityRecognizer Grants permission to stop a previously created entity recognizer training job Write

entity-recognizer*

TagResource Grants permission to tag a resource with given key value pairs Tagging

document-classifier

document-classifier-endpoint

entity-recognizer

entity-recognizer-endpoint

aws:RequestTag/${TagKey}

aws:TagKeys

UntagResource Grants permission to untag a resource with given key Tagging

document-classifier

document-classifier-endpoint

entity-recognizer

entity-recognizer-endpoint

aws:TagKeys

UpdateEndpoint Grants permission to update information about the specified endpoint Write

document-classifier-endpoint*

entity-recognizer-endpoint*

Resource types defined by Amazon Comprehend

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
document-classifier arn:${Partition}:comprehend:${Region}:${Account}:document-classifier/${DocumentClassifierName}

aws:ResourceTag/${TagKey}

document-classifier-endpoint arn:${Partition}:comprehend:${Region}:${Account}:document-classifier-endpoint/${DocumentClassifierEndpointName}

aws:ResourceTag/${TagKey}

entity-recognizer arn:${Partition}:comprehend:${Region}:${Account}:entity-recognizer/${EntityRecognizerName}

aws:ResourceTag/${TagKey}

entity-recognizer-endpoint arn:${Partition}:comprehend:${Region}:${Account}:entity-recognizer-endpoint/${EntityRecognizerEndpointName}

aws:ResourceTag/${TagKey}

Condition keys for Amazon Comprehend

Amazon Comprehend 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/${TagKey} Filters access to create requests based on the allowed set of values for each of the mandatory tags String
aws:ResourceTag/${TagKey} Filters access to actions based on the tag value associated with the resource String
aws:TagKeys Filters access to create requests based on the presence of mandatory tags in the request String