comprehend-2017-11-27 library

Classes

AugmentedManifestsListItem
An augmented manifest file that provides training data for your custom model. An augmented manifest file is a labeled dataset that is produced by Amazon SageMaker Ground Truth.
AwsClientCredentials
AWS credentials.
BatchDetectDominantLanguageItemResult
The result of calling the operation. The operation returns one object for each document that is successfully processed by the operation.
BatchDetectDominantLanguageResponse
BatchDetectEntitiesItemResult
The result of calling the operation. The operation returns one object for each document that is successfully processed by the operation.
BatchDetectEntitiesResponse
BatchDetectKeyPhrasesItemResult
The result of calling the operation. The operation returns one object for each document that is successfully processed by the operation.
BatchDetectKeyPhrasesResponse
BatchDetectSentimentItemResult
The result of calling the operation. The operation returns one object for each document that is successfully processed by the operation.
BatchDetectSentimentResponse
BatchDetectSyntaxItemResult
The result of calling the operation. The operation returns one object that is successfully processed by the operation.
BatchDetectSyntaxResponse
BatchItemError
Describes an error that occurred while processing a document in a batch. The operation returns on BatchItemError object for each document that contained an error.
ClassifierEvaluationMetrics
Describes the result metrics for the test data associated with an documentation classifier.
ClassifierMetadata
Provides information about a document classifier.
ClassifyDocumentResponse
Comprehend
Amazon Comprehend is an AWS service for gaining insight into the content of documents. Use these actions to determine the topics contained in your documents, the topics they discuss, the predominant sentiment expressed in them, the predominant language used, and more.
CreateDocumentClassifierResponse
CreateEndpointResponse
CreateEntityRecognizerResponse
DeleteDocumentClassifierResponse
DeleteEndpointResponse
DeleteEntityRecognizerResponse
DescribeDocumentClassificationJobResponse
DescribeDocumentClassifierResponse
DescribeDominantLanguageDetectionJobResponse
DescribeEndpointResponse
DescribeEntitiesDetectionJobResponse
DescribeEntityRecognizerResponse
DescribeEventsDetectionJobResponse
DescribeKeyPhrasesDetectionJobResponse
DescribePiiEntitiesDetectionJobResponse
DescribeSentimentDetectionJobResponse
DescribeTopicsDetectionJobResponse
DetectDominantLanguageResponse
DetectEntitiesResponse
DetectKeyPhrasesResponse
DetectPiiEntitiesResponse
DetectSentimentResponse
DetectSyntaxResponse
DocumentClass
Specifies the class that categorizes the document being analyzed
DocumentClassificationJobFilter
Provides information for filtering a list of document classification jobs. For more information, see the operation. You can provide only one filter parameter in each request.
DocumentClassificationJobProperties
Provides information about a document classification job.
DocumentClassifierFilter
Provides information for filtering a list of document classifiers. You can only specify one filtering parameter in a request. For more information, see the operation.
DocumentClassifierInputDataConfig
The input properties for training a document classifier. [...]
DocumentClassifierOutputDataConfig
Provides output results configuration parameters for custom classifier jobs.
DocumentClassifierProperties
Provides information about a document classifier.
DocumentLabel
Specifies one of the label or labels that categorize the document being analyzed.
DominantLanguage
Returns the code for the dominant language in the input text and the level of confidence that Amazon Comprehend has in the accuracy of the detection.
DominantLanguageDetectionJobFilter
Provides information for filtering a list of dominant language detection jobs. For more information, see the operation.
DominantLanguageDetectionJobProperties
Provides information about a dominant language detection job.
EndpointFilter
The filter used to determine which endpoints are returned. You can filter jobs on their name, model, status, or the date and time that they were created. You can only set one filter at a time.
EndpointProperties
Specifies information about the specified endpoint.
EntitiesDetectionJobFilter
Provides information for filtering a list of dominant language detection jobs. For more information, see the operation.
EntitiesDetectionJobProperties
Provides information about an entities detection job.
Entity
Provides information about an entity.
EntityRecognizerAnnotations
Describes the annotations associated with a entity recognizer.
EntityRecognizerDocuments
Describes the training documents submitted with an entity recognizer.
EntityRecognizerEntityList
Describes the entity recognizer submitted with an entity recognizer.
EntityRecognizerEvaluationMetrics
Detailed information about the accuracy of an entity recognizer.
EntityRecognizerFilter
Provides information for filtering a list of entity recognizers. You can only specify one filtering parameter in a request. For more information, see the operation./>
EntityRecognizerInputDataConfig
Specifies the format and location of the input data.
EntityRecognizerMetadata
Detailed information about an entity recognizer.
EntityRecognizerMetadataEntityTypesListItem
Individual item from the list of entity types in the metadata of an entity recognizer.
EntityRecognizerProperties
Describes information about an entity recognizer.
EntityTypesEvaluationMetrics
Detailed information about the accuracy of an entity recognizer for a specific entity type.
EntityTypesListItem
An entity type within a labeled training dataset that Amazon Comprehend uses to train a custom entity recognizer.
EventsDetectionJobFilter
Provides information for filtering a list of event detection jobs.
EventsDetectionJobProperties
Provides information about an events detection job.
InputDataConfig
The input properties for a topic detection job.
KeyPhrase
Describes a key noun phrase.
KeyPhrasesDetectionJobFilter
Provides information for filtering a list of dominant language detection jobs. For more information, see the operation.
KeyPhrasesDetectionJobProperties
Provides information about a key phrases detection job.
ListDocumentClassificationJobsResponse
ListDocumentClassifiersResponse
ListDominantLanguageDetectionJobsResponse
ListEndpointsResponse
ListEntitiesDetectionJobsResponse
ListEntityRecognizersResponse
ListEventsDetectionJobsResponse
ListKeyPhrasesDetectionJobsResponse
ListPiiEntitiesDetectionJobsResponse
ListSentimentDetectionJobsResponse
ListTagsForResourceResponse
ListTopicsDetectionJobsResponse
OutputDataConfig
Provides configuration parameters for the output of topic detection jobs. [...]
PartOfSpeechTag
Identifies the part of speech represented by the token and gives the confidence that Amazon Comprehend has that the part of speech was correctly identified. For more information about the parts of speech that Amazon Comprehend can identify, see how-syntax.
PiiEntitiesDetectionJobFilter
Provides information for filtering a list of PII entity detection jobs.
PiiEntitiesDetectionJobProperties
Provides information about a PII entities detection job.
PiiEntity
Provides information about a PII entity.
PiiOutputDataConfig
Provides configuration parameters for the output of PII entity detection jobs.
RedactionConfig
Provides configuration parameters for PII entity redaction.
SentimentDetectionJobFilter
Provides information for filtering a list of dominant language detection jobs. For more information, see the operation.
SentimentDetectionJobProperties
Provides information about a sentiment detection job.
SentimentScore
Describes the level of confidence that Amazon Comprehend has in the accuracy of its detection of sentiments.
StartDocumentClassificationJobResponse
StartDominantLanguageDetectionJobResponse
StartEntitiesDetectionJobResponse
StartEventsDetectionJobResponse
StartKeyPhrasesDetectionJobResponse
StartPiiEntitiesDetectionJobResponse
StartSentimentDetectionJobResponse
StartTopicsDetectionJobResponse
StopDominantLanguageDetectionJobResponse
StopEntitiesDetectionJobResponse
StopEventsDetectionJobResponse
StopKeyPhrasesDetectionJobResponse
StopPiiEntitiesDetectionJobResponse
StopSentimentDetectionJobResponse
StopTrainingDocumentClassifierResponse
StopTrainingEntityRecognizerResponse
SyntaxToken
Represents a work in the input text that was recognized and assigned a part of speech. There is one syntax token record for each word in the source text.
Tag
A key-value pair that adds as a metadata to a resource used by Amazon Comprehend. For example, a tag with the key-value pair ‘Department’:’Sales’ might be added to a resource to indicate its use by a particular department.
TagResourceResponse
TopicsDetectionJobFilter
Provides information for filtering topic detection jobs. For more information, see .
TopicsDetectionJobProperties
Provides information about a topic detection job.
UntagResourceResponse
UpdateEndpointResponse
VpcConfig
Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for the job. For more information, see Amazon VPC.

Enums

DocumentClassifierDataFormat
DocumentClassifierMode
EndpointStatus
EntityRecognizerDataFormat
EntityType
InputFormat
JobStatus
LanguageCode
ModelStatus
PartOfSpeechTagType
PiiEntitiesDetectionMaskMode
PiiEntitiesDetectionMode
PiiEntityType
SentimentType
SyntaxLanguageCode

Exceptions / Errors

BatchSizeLimitExceededException
ConcurrentModificationException
InternalServerException
InvalidFilterException
InvalidRequestException
JobNotFoundException
KmsKeyValidationException
ResourceInUseException
ResourceLimitExceededException
ResourceNotFoundException
ResourceUnavailableException
TextSizeLimitExceededException
TooManyRequestsException
TooManyTagKeysException
TooManyTagsException
UnsupportedLanguageException