const (
	ServiceName = "Amazon Comprehend" // Service's name
	ServiceID   = "Comprehend"        // Service's identifier
	EndpointsID = "comprehend"        // Service's Endpoint identifier
)

const (

	// ErrCodeBatchSizeLimitExceededException for service response error code
	// "BatchSizeLimitExceededException".
	//
	// The number of documents in the request exceeds the limit of 25. Try your
	// request again with fewer documents.
	ErrCodeBatchSizeLimitExceededException = "BatchSizeLimitExceededException"

	// ErrCodeConcurrentModificationException for service response error code
	// "ConcurrentModificationException".
	//
	// Concurrent modification of the tags associated with an Amazon Comprehend
	// resource is not supported.
	ErrCodeConcurrentModificationException = "ConcurrentModificationException"

	// ErrCodeInternalServerException for service response error code
	// "InternalServerException".
	//
	// An internal server error occurred. Retry your request.
	ErrCodeInternalServerException = "InternalServerException"

	// ErrCodeInvalidFilterException for service response error code
	// "InvalidFilterException".
	//
	// The filter specified for the ListDocumentClassificationJobs operation is
	// invalid. Specify a different filter.
	ErrCodeInvalidFilterException = "InvalidFilterException"

	// ErrCodeInvalidRequestException for service response error code
	// "InvalidRequestException".
	//
	// The request is invalid.
	ErrCodeInvalidRequestException = "InvalidRequestException"

	// ErrCodeJobNotFoundException for service response error code
	// "JobNotFoundException".
	//
	// The specified job was not found. Check the job ID and try again.
	ErrCodeJobNotFoundException = "JobNotFoundException"

	// ErrCodeKmsKeyValidationException for service response error code
	// "KmsKeyValidationException".
	//
	// The KMS customer managed key (CMK) entered cannot be validated. Verify the
	// key and re-enter it.
	ErrCodeKmsKeyValidationException = "KmsKeyValidationException"

	// ErrCodeResourceInUseException for service response error code
	// "ResourceInUseException".
	//
	// The specified name is already in use. Use a different name and try your request
	// again.
	ErrCodeResourceInUseException = "ResourceInUseException"

	// ErrCodeResourceLimitExceededException for service response error code
	// "ResourceLimitExceededException".
	//
	// The maximum number of recognizers per account has been exceeded. Review the
	// recognizers, perform cleanup, and then try your request again.
	ErrCodeResourceLimitExceededException = "ResourceLimitExceededException"

	// ErrCodeResourceNotFoundException for service response error code
	// "ResourceNotFoundException".
	//
	// The specified resource ARN was not found. Check the ARN and try your request
	// again.
	ErrCodeResourceNotFoundException = "ResourceNotFoundException"

	// ErrCodeResourceUnavailableException for service response error code
	// "ResourceUnavailableException".
	//
	// The specified resource is not available. Check to see if the resource is
	// in the TRAINED state and try your request again.
	ErrCodeResourceUnavailableException = "ResourceUnavailableException"

	// ErrCodeTextSizeLimitExceededException for service response error code
	// "TextSizeLimitExceededException".
	//
	// The size of the input text exceeds the limit. Use a smaller document.
	ErrCodeTextSizeLimitExceededException = "TextSizeLimitExceededException"

	// ErrCodeTooManyRequestsException for service response error code
	// "TooManyRequestsException".
	//
	// The number of requests exceeds the limit. Resubmit your request later.
	ErrCodeTooManyRequestsException = "TooManyRequestsException"

	// ErrCodeTooManyTagKeysException for service response error code
	// "TooManyTagKeysException".
	//
	// The request contains more tag keys than can be associated with a resource
	// (50 tag keys per resource).
	ErrCodeTooManyTagKeysException = "TooManyTagKeysException"

	// ErrCodeTooManyTagsException for service response error code
	// "TooManyTagsException".
	//
	// The request contains more tags than can be associated with a resource (50
	// tags per resource). The maximum number of tags includes both existing tags
	// and those included in your current request.
	ErrCodeTooManyTagsException = "TooManyTagsException"

	// ErrCodeUnsupportedLanguageException for service response error code
	// "UnsupportedLanguageException".
	//
	// Amazon Comprehend can't process the language of the input text. For all custom
	// entity recognition APIs (such as CreateEntityRecognizer), only English is
	// accepted. For most other APIs, Amazon Comprehend accepts only English or
	// Spanish text.
	ErrCodeUnsupportedLanguageException = "UnsupportedLanguageException"
)

type BatchDetectDominantLanguageInput struct {

	// A list containing the text of the input documents. The list can contain a
	// maximum of 25 documents. Each document should contain at least 20 characters
	// and must contain fewer than 5,000 bytes of UTF-8 encoded characters.
	//
	// TextList is a required field
	TextList []string `type:"list" required:"true"`
	// contains filtered or unexported fields
}

type BatchDetectDominantLanguageItemResult struct {

	// The zero-based index of the document in the input list.
	Index *int64 `type:"integer"`

	// One or more DominantLanguage objects describing the dominant languages in
	// the document.
	Languages []DominantLanguage `type:"list"`
	// contains filtered or unexported fields
}

type BatchDetectDominantLanguageOutput struct {

	// A list containing one object for each document that contained an error. The
	// results are sorted in ascending order by the Index field and match the order
	// of the documents in the input list. If there are no errors in the batch,
	// the ErrorList is empty.
	//
	// ErrorList is a required field
	ErrorList []BatchItemError `type:"list" required:"true"`

	// A list of objects containing the results of the operation. The results are
	// sorted in ascending order by the Index field and match the order of the documents
	// in the input list. If all of the documents contain an error, the ResultList
	// is empty.
	//
	// ResultList is a required field
	ResultList []BatchDetectDominantLanguageItemResult `type:"list" required:"true"`
	// contains filtered or unexported fields
}

type BatchDetectDominantLanguageRequest struct {
	*aws.Request
	Input *BatchDetectDominantLanguageInput
	Copy  func(*BatchDetectDominantLanguageInput) BatchDetectDominantLanguageRequest
}

type BatchDetectDominantLanguageResponse struct {
	*BatchDetectDominantLanguageOutput
	// contains filtered or unexported fields
}

type BatchDetectEntitiesInput struct {

	// The language of the input documents. You can specify English ("en") or Spanish
	// ("es"). All documents must be in the same language.
	//
	// LanguageCode is a required field
	LanguageCode LanguageCode `type:"string" required:"true" enum:"true"`

	// A list containing the text of the input documents. The list can contain a
	// maximum of 25 documents. Each document must contain fewer than 5,000 bytes
	// of UTF-8 encoded characters.
	//
	// TextList is a required field
	TextList []string `type:"list" required:"true"`
	// contains filtered or unexported fields
}

type BatchDetectEntitiesItemResult struct {

	// One or more Entity objects, one for each entity detected in the document.
	Entities []Entity `type:"list"`

	// The zero-based index of the document in the input list.
	Index *int64 `type:"integer"`
	// contains filtered or unexported fields
}

type BatchDetectEntitiesOutput struct {

	// A list containing one object for each document that contained an error. The
	// results are sorted in ascending order by the Index field and match the order
	// of the documents in the input list. If there are no errors in the batch,
	// the ErrorList is empty.
	//
	// ErrorList is a required field
	ErrorList []BatchItemError `type:"list" required:"true"`

	// A list of objects containing the results of the operation. The results are
	// sorted in ascending order by the Index field and match the order of the documents
	// in the input list. If all of the documents contain an error, the ResultList
	// is empty.
	//
	// ResultList is a required field
	ResultList []BatchDetectEntitiesItemResult `type:"list" required:"true"`
	// contains filtered or unexported fields
}

type BatchDetectEntitiesRequest struct {
	*aws.Request
	Input *BatchDetectEntitiesInput
	Copy  func(*BatchDetectEntitiesInput) BatchDetectEntitiesRequest
}

type BatchDetectEntitiesResponse struct {
	*BatchDetectEntitiesOutput
	// contains filtered or unexported fields
}

type BatchDetectKeyPhrasesInput struct {

	// The language of the input documents. You can specify English ("en") or Spanish
	// ("es"). All documents must be in the same language.
	//
	// LanguageCode is a required field
	LanguageCode LanguageCode `type:"string" required:"true" enum:"true"`

	// A list containing the text of the input documents. The list can contain a
	// maximum of 25 documents. Each document must contain fewer that 5,000 bytes
	// of UTF-8 encoded characters.
	//
	// TextList is a required field
	TextList []string `type:"list" required:"true"`
	// contains filtered or unexported fields
}

type BatchDetectKeyPhrasesItemResult struct {

	// The zero-based index of the document in the input list.
	Index *int64 `type:"integer"`

	// One or more KeyPhrase objects, one for each key phrase detected in the document.
	KeyPhrases []KeyPhrase `type:"list"`
	// contains filtered or unexported fields
}

type BatchDetectKeyPhrasesOutput struct {

	// A list containing one object for each document that contained an error. The
	// results are sorted in ascending order by the Index field and match the order
	// of the documents in the input list. If there are no errors in the batch,
	// the ErrorList is empty.
	//
	// ErrorList is a required field
	ErrorList []BatchItemError `type:"list" required:"true"`

	// A list of objects containing the results of the operation. The results are
	// sorted in ascending order by the Index field and match the order of the documents
	// in the input list. If all of the documents contain an error, the ResultList
	// is empty.
	//
	// ResultList is a required field
	ResultList []BatchDetectKeyPhrasesItemResult `type:"list" required:"true"`
	// contains filtered or unexported fields
}

type BatchDetectKeyPhrasesRequest struct {
	*aws.Request
	Input *BatchDetectKeyPhrasesInput
	Copy  func(*BatchDetectKeyPhrasesInput) BatchDetectKeyPhrasesRequest
}

type BatchDetectKeyPhrasesResponse struct {
	*BatchDetectKeyPhrasesOutput
	// contains filtered or unexported fields
}

type BatchDetectSentimentInput struct {

	// The language of the input documents. You can specify English ("en") or Spanish
	// ("es"). All documents must be in the same language.
	//
	// LanguageCode is a required field
	LanguageCode LanguageCode `type:"string" required:"true" enum:"true"`

	// A list containing the text of the input documents. The list can contain a
	// maximum of 25 documents. Each document must contain fewer that 5,000 bytes
	// of UTF-8 encoded characters.
	//
	// TextList is a required field
	TextList []string `type:"list" required:"true"`
	// contains filtered or unexported fields
}

type BatchDetectSentimentItemResult struct {

	// The zero-based index of the document in the input list.
	Index *int64 `type:"integer"`

	// The sentiment detected in the document.
	Sentiment SentimentType `type:"string" enum:"true"`

	// The level of confidence that Amazon Comprehend has in the accuracy of its
	// sentiment detection.
	SentimentScore *SentimentScore `type:"structure"`
	// contains filtered or unexported fields
}

type BatchDetectSentimentOutput struct {

	// A list containing one object for each document that contained an error. The
	// results are sorted in ascending order by the Index field and match the order
	// of the documents in the input list. If there are no errors in the batch,
	// the ErrorList is empty.
	//
	// ErrorList is a required field
	ErrorList []BatchItemError `type:"list" required:"true"`

	// A list of objects containing the results of the operation. The results are
	// sorted in ascending order by the Index field and match the order of the documents
	// in the input list. If all of the documents contain an error, the ResultList
	// is empty.
	//
	// ResultList is a required field
	ResultList []BatchDetectSentimentItemResult `type:"list" required:"true"`
	// contains filtered or unexported fields
}

type BatchDetectSentimentRequest struct {
	*aws.Request
	Input *BatchDetectSentimentInput
	Copy  func(*BatchDetectSentimentInput) BatchDetectSentimentRequest
}

type BatchDetectSentimentResponse struct {
	*BatchDetectSentimentOutput
	// contains filtered or unexported fields
}

type BatchDetectSyntaxInput struct {

	// The language of the input documents. You can specify English ("en") or Spanish
	// ("es"). All documents must be in the same language.
	//
	// LanguageCode is a required field
	LanguageCode SyntaxLanguageCode `type:"string" required:"true" enum:"true"`

	// A list containing the text of the input documents. The list can contain a
	// maximum of 25 documents. Each document must contain fewer that 5,000 bytes
	// of UTF-8 encoded characters.
	//
	// TextList is a required field
	TextList []string `type:"list" required:"true"`
	// contains filtered or unexported fields
}

type BatchDetectSyntaxItemResult struct {

	// The zero-based index of the document in the input list.
	Index *int64 `type:"integer"`

	// The syntax tokens for the words in the document, one token for each word.
	SyntaxTokens []SyntaxToken `type:"list"`
	// contains filtered or unexported fields
}

type BatchDetectSyntaxOutput struct {

	// A list containing one object for each document that contained an error. The
	// results are sorted in ascending order by the Index field and match the order
	// of the documents in the input list. If there are no errors in the batch,
	// the ErrorList is empty.
	//
	// ErrorList is a required field
	ErrorList []BatchItemError `type:"list" required:"true"`

	// A list of objects containing the results of the operation. The results are
	// sorted in ascending order by the Index field and match the order of the documents
	// in the input list. If all of the documents contain an error, the ResultList
	// is empty.
	//
	// ResultList is a required field
	ResultList []BatchDetectSyntaxItemResult `type:"list" required:"true"`
	// contains filtered or unexported fields
}

type BatchDetectSyntaxRequest struct {
	*aws.Request
	Input *BatchDetectSyntaxInput
	Copy  func(*BatchDetectSyntaxInput) BatchDetectSyntaxRequest
}

type BatchDetectSyntaxResponse struct {
	*BatchDetectSyntaxOutput
	// contains filtered or unexported fields
}

type BatchItemError struct {

	// The numeric error code of the error.
	ErrorCode *string `min:"1" type:"string"`

	// A text description of the error.
	ErrorMessage *string `min:"1" type:"string"`

	// The zero-based index of the document in the input list.
	Index *int64 `type:"integer"`
	// contains filtered or unexported fields
}

type ClassifierEvaluationMetrics struct {

	// The fraction of the labels that were correct recognized. It is computed by
	// dividing the number of labels in the test documents that were correctly recognized
	// by the total number of labels in the test documents.
	Accuracy *float64 `type:"double"`

	// A measure of how accurate the classifier results are for the test data. It
	// is derived from the Precision and Recall values. The F1Score is the harmonic
	// average of the two scores. The highest score is 1, and the worst score is
	// 0.
	F1Score *float64 `type:"double"`

	// A measure of the usefulness of the classifier results in the test data. High
	// precision means that the classifier returned substantially more relevant
	// results than irrelevant ones.
	Precision *float64 `type:"double"`

	// A measure of how complete the classifier results are for the test data. High
	// recall means that the classifier returned most of the relevant results.
	Recall *float64 `type:"double"`
	// contains filtered or unexported fields
}

type ClassifierMetadata struct {

	// Describes the result metrics for the test data associated with an documentation
	// classifier.
	EvaluationMetrics *ClassifierEvaluationMetrics `type:"structure"`

	// The number of labels in the input data.
	NumberOfLabels *int64 `type:"integer"`

	// The number of documents in the input data that were used to test the classifier.
	// Typically this is 10 to 20 percent of the input documents.
	NumberOfTestDocuments *int64 `type:"integer"`

	// The number of documents in the input data that were used to train the classifier.
	// Typically this is 80 to 90 percent of the input documents.
	NumberOfTrainedDocuments *int64 `type:"integer"`
	// contains filtered or unexported fields
}

type Client struct {
	*aws.Client
}

type CreateDocumentClassifierInput struct {

	// A unique identifier for the request. If you don't set the client request
	// token, Amazon Comprehend generates one.
	ClientRequestToken *string `min:"1" type:"string" idempotencyToken:"true"`

	// The Amazon Resource Name (ARN) of the AWS Identity and Management (IAM) role
	// that grants Amazon Comprehend read access to your input data.
	//
	// DataAccessRoleArn is a required field
	DataAccessRoleArn *string `min:"20" type:"string" required:"true"`

	// The name of the document classifier.
	//
	// DocumentClassifierName is a required field
	DocumentClassifierName *string `type:"string" required:"true"`

	// Specifies the format and location of the input data for the job.
	//
	// InputDataConfig is a required field
	InputDataConfig *DocumentClassifierInputDataConfig `type:"structure" required:"true"`

	// The language of the input documents. You can specify English ("en") or Spanish
	// ("es"). All documents must be in the same language.
	//
	// LanguageCode is a required field
	LanguageCode LanguageCode `type:"string" required:"true" enum:"true"`

	// Enables the addition of output results configuration parameters for custom
	// classifier jobs.
	OutputDataConfig *DocumentClassifierOutputDataConfig `type:"structure"`

	// Tags to be associated with the document classifier being created. A tag is
	// a key-value pair that adds as a metadata to a resource used by Amazon Comprehend.
	// For example, a tag with "Sales" as the key might be added to a resource to
	// indicate its use by the sales department.
	Tags []Tag `type:"list"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for an optional private Virtual Private Cloud (VPC)
	// containing the resources you are using for your custom classifier. For more
	// information, see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type CreateDocumentClassifierOutput struct {

	// The Amazon Resource Name (ARN) that identifies the document classifier.
	DocumentClassifierArn *string `type:"string"`
	// contains filtered or unexported fields
}

type CreateDocumentClassifierRequest struct {
	*aws.Request
	Input *CreateDocumentClassifierInput
	Copy  func(*CreateDocumentClassifierInput) CreateDocumentClassifierRequest
}

type CreateDocumentClassifierResponse struct {
	*CreateDocumentClassifierOutput
	// contains filtered or unexported fields
}

type CreateEntityRecognizerInput struct {

	// A unique identifier for the request. If you don't set the client request
	// token, Amazon Comprehend generates one.
	ClientRequestToken *string `min:"1" type:"string" idempotencyToken:"true"`

	// The Amazon Resource Name (ARN) of the AWS Identity and Management (IAM) role
	// that grants Amazon Comprehend read access to your input data.
	//
	// DataAccessRoleArn is a required field
	DataAccessRoleArn *string `min:"20" type:"string" required:"true"`

	// Specifies the format and location of the input data. The S3 bucket containing
	// the input data must be located in the same region as the entity recognizer
	// being created.
	//
	// InputDataConfig is a required field
	InputDataConfig *EntityRecognizerInputDataConfig `type:"structure" required:"true"`

	// The language of the input documents. All documents must be in the same language.
	// Only English ("en") is currently supported.
	//
	// LanguageCode is a required field
	LanguageCode LanguageCode `type:"string" required:"true" enum:"true"`

	// The name given to the newly created recognizer. Recognizer names can be a
	// maximum of 256 characters. Alphanumeric characters, hyphens (-) and underscores
	// (_) are allowed. The name must be unique in the account/region.
	//
	// RecognizerName is a required field
	RecognizerName *string `type:"string" required:"true"`

	// Tags to be associated with the entity recognizer being created. A tag is
	// a key-value pair that adds as a metadata to a resource used by Amazon Comprehend.
	// For example, a tag with "Sales" as the key might be added to a resource to
	// indicate its use by the sales department.
	Tags []Tag `type:"list"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for an optional private Virtual Private Cloud (VPC)
	// containing the resources you are using for your custom entity recognizer.
	// For more information, see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type CreateEntityRecognizerOutput struct {

	// The Amazon Resource Name (ARN) that identifies the entity recognizer.
	EntityRecognizerArn *string `type:"string"`
	// contains filtered or unexported fields
}

type CreateEntityRecognizerRequest struct {
	*aws.Request
	Input *CreateEntityRecognizerInput
	Copy  func(*CreateEntityRecognizerInput) CreateEntityRecognizerRequest
}

type CreateEntityRecognizerResponse struct {
	*CreateEntityRecognizerOutput
	// contains filtered or unexported fields
}

type DeleteDocumentClassifierInput struct {

	// The Amazon Resource Name (ARN) that identifies the document classifier.
	//
	// DocumentClassifierArn is a required field
	DocumentClassifierArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DeleteDocumentClassifierOutput struct {
	// contains filtered or unexported fields
}

type DeleteDocumentClassifierRequest struct {
	*aws.Request
	Input *DeleteDocumentClassifierInput
	Copy  func(*DeleteDocumentClassifierInput) DeleteDocumentClassifierRequest
}

type DeleteDocumentClassifierResponse struct {
	*DeleteDocumentClassifierOutput
	// contains filtered or unexported fields
}

type DeleteEntityRecognizerInput struct {

	// The Amazon Resource Name (ARN) that identifies the entity recognizer.
	//
	// EntityRecognizerArn is a required field
	EntityRecognizerArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DeleteEntityRecognizerOutput struct {
	// contains filtered or unexported fields
}

type DeleteEntityRecognizerRequest struct {
	*aws.Request
	Input *DeleteEntityRecognizerInput
	Copy  func(*DeleteEntityRecognizerInput) DeleteEntityRecognizerRequest
}

type DeleteEntityRecognizerResponse struct {
	*DeleteEntityRecognizerOutput
	// contains filtered or unexported fields
}

type DescribeDocumentClassificationJobInput struct {

	// The identifier that Amazon Comprehend generated for the job. The operation
	// returns this identifier in its response.
	//
	// JobId is a required field
	JobId *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DescribeDocumentClassificationJobOutput struct {

	// An object that describes the properties associated with the document classification
	// job.
	DocumentClassificationJobProperties *DocumentClassificationJobProperties `type:"structure"`
	// contains filtered or unexported fields
}

type DescribeDocumentClassificationJobRequest struct {
	*aws.Request
	Input *DescribeDocumentClassificationJobInput
	Copy  func(*DescribeDocumentClassificationJobInput) DescribeDocumentClassificationJobRequest
}

type DescribeDocumentClassificationJobResponse struct {
	*DescribeDocumentClassificationJobOutput
	// contains filtered or unexported fields
}

type DescribeDocumentClassifierInput struct {

	// The Amazon Resource Name (ARN) that identifies the document classifier. The
	// operation returns this identifier in its response.
	//
	// DocumentClassifierArn is a required field
	DocumentClassifierArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DescribeDocumentClassifierOutput struct {

	// An object that contains the properties associated with a document classifier.
	DocumentClassifierProperties *DocumentClassifierProperties `type:"structure"`
	// contains filtered or unexported fields
}

type DescribeDocumentClassifierRequest struct {
	*aws.Request
	Input *DescribeDocumentClassifierInput
	Copy  func(*DescribeDocumentClassifierInput) DescribeDocumentClassifierRequest
}

type DescribeDocumentClassifierResponse struct {
	*DescribeDocumentClassifierOutput
	// contains filtered or unexported fields
}

type DescribeDominantLanguageDetectionJobInput struct {

	// The identifier that Amazon Comprehend generated for the job. The operation
	// returns this identifier in its response.
	//
	// JobId is a required field
	JobId *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DescribeDominantLanguageDetectionJobOutput struct {

	// An object that contains the properties associated with a dominant language
	// detection job.
	DominantLanguageDetectionJobProperties *DominantLanguageDetectionJobProperties `type:"structure"`
	// contains filtered or unexported fields
}

type DescribeDominantLanguageDetectionJobRequest struct {
	*aws.Request
	Input *DescribeDominantLanguageDetectionJobInput
	Copy  func(*DescribeDominantLanguageDetectionJobInput) DescribeDominantLanguageDetectionJobRequest
}

type DescribeDominantLanguageDetectionJobResponse struct {
	*DescribeDominantLanguageDetectionJobOutput
	// contains filtered or unexported fields
}

type DescribeEntitiesDetectionJobInput struct {

	// The identifier that Amazon Comprehend generated for the job. The operation
	// returns this identifier in its response.
	//
	// JobId is a required field
	JobId *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DescribeEntitiesDetectionJobOutput struct {

	// An object that contains the properties associated with an entities detection
	// job.
	EntitiesDetectionJobProperties *EntitiesDetectionJobProperties `type:"structure"`
	// contains filtered or unexported fields
}

type DescribeEntitiesDetectionJobRequest struct {
	*aws.Request
	Input *DescribeEntitiesDetectionJobInput
	Copy  func(*DescribeEntitiesDetectionJobInput) DescribeEntitiesDetectionJobRequest
}

type DescribeEntitiesDetectionJobResponse struct {
	*DescribeEntitiesDetectionJobOutput
	// contains filtered or unexported fields
}

type DescribeEntityRecognizerInput struct {

	// The Amazon Resource Name (ARN) that identifies the entity recognizer.
	//
	// EntityRecognizerArn is a required field
	EntityRecognizerArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DescribeEntityRecognizerOutput struct {

	// Describes information associated with an entity recognizer.
	EntityRecognizerProperties *EntityRecognizerProperties `type:"structure"`
	// contains filtered or unexported fields
}

type DescribeEntityRecognizerRequest struct {
	*aws.Request
	Input *DescribeEntityRecognizerInput
	Copy  func(*DescribeEntityRecognizerInput) DescribeEntityRecognizerRequest
}

type DescribeEntityRecognizerResponse struct {
	*DescribeEntityRecognizerOutput
	// contains filtered or unexported fields
}

type DescribeKeyPhrasesDetectionJobInput struct {

	// The identifier that Amazon Comprehend generated for the job. The operation
	// returns this identifier in its response.
	//
	// JobId is a required field
	JobId *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DescribeKeyPhrasesDetectionJobOutput struct {

	// An object that contains the properties associated with a key phrases detection
	// job.
	KeyPhrasesDetectionJobProperties *KeyPhrasesDetectionJobProperties `type:"structure"`
	// contains filtered or unexported fields
}

type DescribeKeyPhrasesDetectionJobRequest struct {
	*aws.Request
	Input *DescribeKeyPhrasesDetectionJobInput
	Copy  func(*DescribeKeyPhrasesDetectionJobInput) DescribeKeyPhrasesDetectionJobRequest
}

type DescribeKeyPhrasesDetectionJobResponse struct {
	*DescribeKeyPhrasesDetectionJobOutput
	// contains filtered or unexported fields
}

type DescribeSentimentDetectionJobInput struct {

	// The identifier that Amazon Comprehend generated for the job. The operation
	// returns this identifier in its response.
	//
	// JobId is a required field
	JobId *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DescribeSentimentDetectionJobOutput struct {

	// An object that contains the properties associated with a sentiment detection
	// job.
	SentimentDetectionJobProperties *SentimentDetectionJobProperties `type:"structure"`
	// contains filtered or unexported fields
}

type DescribeSentimentDetectionJobRequest struct {
	*aws.Request
	Input *DescribeSentimentDetectionJobInput
	Copy  func(*DescribeSentimentDetectionJobInput) DescribeSentimentDetectionJobRequest
}

type DescribeSentimentDetectionJobResponse struct {
	*DescribeSentimentDetectionJobOutput
	// contains filtered or unexported fields
}

type DescribeTopicsDetectionJobInput struct {

	// The identifier assigned by the user to the detection job.
	//
	// JobId is a required field
	JobId *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DescribeTopicsDetectionJobOutput struct {

	// The list of properties for the requested job.
	TopicsDetectionJobProperties *TopicsDetectionJobProperties `type:"structure"`
	// contains filtered or unexported fields
}

type DescribeTopicsDetectionJobRequest struct {
	*aws.Request
	Input *DescribeTopicsDetectionJobInput
	Copy  func(*DescribeTopicsDetectionJobInput) DescribeTopicsDetectionJobRequest
}

type DescribeTopicsDetectionJobResponse struct {
	*DescribeTopicsDetectionJobOutput
	// contains filtered or unexported fields
}

type DetectDominantLanguageInput struct {

	// A UTF-8 text string. Each string should contain at least 20 characters and
	// must contain fewer that 5,000 bytes of UTF-8 encoded characters.
	//
	// Text is a required field
	Text *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DetectDominantLanguageOutput struct {

	// The languages that Amazon Comprehend detected in the input text. For each
	// language, the response returns the RFC 5646 language code and the level of
	// confidence that Amazon Comprehend has in the accuracy of its inference. For
	// more information about RFC 5646, see Tags for Identifying Languages (https://tools.ietf.org/html/rfc5646)
	// on the IETF Tools web site.
	Languages []DominantLanguage `type:"list"`
	// contains filtered or unexported fields
}

type DetectDominantLanguageRequest struct {
	*aws.Request
	Input *DetectDominantLanguageInput
	Copy  func(*DetectDominantLanguageInput) DetectDominantLanguageRequest
}

type DetectDominantLanguageResponse struct {
	*DetectDominantLanguageOutput
	// contains filtered or unexported fields
}

type DetectEntitiesInput struct {

	// The language of the input documents. You can specify English ("en") or Spanish
	// ("es"). All documents must be in the same language.
	//
	// LanguageCode is a required field
	LanguageCode LanguageCode `type:"string" required:"true" enum:"true"`

	// A UTF-8 text string. Each string must contain fewer that 5,000 bytes of UTF-8
	// encoded characters.
	//
	// Text is a required field
	Text *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DetectEntitiesOutput struct {

	// A collection of entities identified in the input text. For each entity, the
	// response provides the entity text, entity type, where the entity text begins
	// and ends, and the level of confidence that Amazon Comprehend has in the detection.
	// For a list of entity types, see how-entities.
	Entities []Entity `type:"list"`
	// contains filtered or unexported fields
}

type DetectEntitiesRequest struct {
	*aws.Request
	Input *DetectEntitiesInput
	Copy  func(*DetectEntitiesInput) DetectEntitiesRequest
}

type DetectEntitiesResponse struct {
	*DetectEntitiesOutput
	// contains filtered or unexported fields
}

type DetectKeyPhrasesInput struct {

	// The language of the input documents. You can specify English ("en") or Spanish
	// ("es"). All documents must be in the same language.
	//
	// LanguageCode is a required field
	LanguageCode LanguageCode `type:"string" required:"true" enum:"true"`

	// A UTF-8 text string. Each string must contain fewer that 5,000 bytes of UTF-8
	// encoded characters.
	//
	// Text is a required field
	Text *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DetectKeyPhrasesOutput struct {

	// A collection of key phrases that Amazon Comprehend identified in the input
	// text. For each key phrase, the response provides the text of the key phrase,
	// where the key phrase begins and ends, and the level of confidence that Amazon
	// Comprehend has in the accuracy of the detection.
	KeyPhrases []KeyPhrase `type:"list"`
	// contains filtered or unexported fields
}

type DetectKeyPhrasesRequest struct {
	*aws.Request
	Input *DetectKeyPhrasesInput
	Copy  func(*DetectKeyPhrasesInput) DetectKeyPhrasesRequest
}

type DetectKeyPhrasesResponse struct {
	*DetectKeyPhrasesOutput
	// contains filtered or unexported fields
}

type DetectSentimentInput struct {

	// The language of the input documents. You can specify English ("en") or Spanish
	// ("es"). All documents must be in the same language.
	//
	// LanguageCode is a required field
	LanguageCode LanguageCode `type:"string" required:"true" enum:"true"`

	// A UTF-8 text string. Each string must contain fewer that 5,000 bytes of UTF-8
	// encoded characters.
	//
	// Text is a required field
	Text *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DetectSentimentOutput struct {

	// The inferred sentiment that Amazon Comprehend has the highest level of confidence
	// in.
	Sentiment SentimentType `type:"string" enum:"true"`

	// An object that lists the sentiments, and their corresponding confidence levels.
	SentimentScore *SentimentScore `type:"structure"`
	// contains filtered or unexported fields
}

type DetectSentimentRequest struct {
	*aws.Request
	Input *DetectSentimentInput
	Copy  func(*DetectSentimentInput) DetectSentimentRequest
}

type DetectSentimentResponse struct {
	*DetectSentimentOutput
	// contains filtered or unexported fields
}

type DetectSyntaxInput struct {

	// The language code of the input documents. You can specify English ("en")
	// or Spanish ("es").
	//
	// LanguageCode is a required field
	LanguageCode SyntaxLanguageCode `type:"string" required:"true" enum:"true"`

	// A UTF-8 string. Each string must contain fewer that 5,000 bytes of UTF encoded
	// characters.
	//
	// Text is a required field
	Text *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DetectSyntaxOutput struct {

	// A collection of syntax tokens describing the text. For each token, the response
	// provides the text, the token type, where the text begins and ends, and the
	// level of confidence that Amazon Comprehend has that the token is correct.
	// For a list of token types, see how-syntax.
	SyntaxTokens []SyntaxToken `type:"list"`
	// contains filtered or unexported fields
}

type DetectSyntaxRequest struct {
	*aws.Request
	Input *DetectSyntaxInput
	Copy  func(*DetectSyntaxInput) DetectSyntaxRequest
}

type DetectSyntaxResponse struct {
	*DetectSyntaxOutput
	// contains filtered or unexported fields
}

type DocumentClassificationJobFilter struct {

	// Filters on the name of the job.
	JobName *string `min:"1" type:"string"`

	// Filters the list based on job status. Returns only jobs with the specified
	// status.
	JobStatus JobStatus `type:"string" enum:"true"`

	// Filters the list of jobs based on the time that the job was submitted for
	// processing. Returns only jobs submitted before the specified time. Jobs are
	// returned in descending order, newest to oldest.
	SubmitTimeAfter *time.Time `type:"timestamp" timestampFormat:"unix"`

	// Filters the list of jobs based on the time that the job was submitted for
	// processing. Returns only jobs submitted after the specified time. Jobs are
	// returned in ascending order, oldest to newest.
	SubmitTimeBefore *time.Time `type:"timestamp" timestampFormat:"unix"`
	// contains filtered or unexported fields
}

type DocumentClassificationJobProperties struct {

	// The Amazon Resource Name (ARN) of the AWS identity and Access Management
	// (IAM) role that grants Amazon Comprehend read access to your input data.
	DataAccessRoleArn *string `min:"20" type:"string"`

	// The Amazon Resource Name (ARN) that identifies the document classifier.
	DocumentClassifierArn *string `type:"string"`

	// The time that the document classification job completed.
	EndTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// The input data configuration that you supplied when you created the document
	// classification job.
	InputDataConfig *InputDataConfig `type:"structure"`

	// The identifier assigned to the document classification job.
	JobId *string `min:"1" type:"string"`

	// The name that you assigned to the document classification job.
	JobName *string `min:"1" type:"string"`

	// The current status of the document classification job. If the status is FAILED,
	// the Message field shows the reason for the failure.
	JobStatus JobStatus `type:"string" enum:"true"`

	// A description of the status of the job.
	Message *string `type:"string"`

	// The output data configuration that you supplied when you created the document
	// classification job.
	OutputDataConfig *OutputDataConfig `type:"structure"`

	// The time that the document classification job was submitted for processing.
	SubmitTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for a private Virtual Private Cloud (VPC) containing
	// the resources you are using for your document classification job. For more
	// information, see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type DocumentClassifierFilter struct {

	// Filters the list of classifiers based on status.
	Status ModelStatus `type:"string" enum:"true"`

	// Filters the list of classifiers based on the time that the classifier was
	// submitted for processing. Returns only classifiers submitted after the specified
	// time. Classifiers are returned in descending order, newest to oldest.
	SubmitTimeAfter *time.Time `type:"timestamp" timestampFormat:"unix"`

	// Filters the list of classifiers based on the time that the classifier was
	// submitted for processing. Returns only classifiers submitted before the specified
	// time. Classifiers are returned in ascending order, oldest to newest.
	SubmitTimeBefore *time.Time `type:"timestamp" timestampFormat:"unix"`
	// contains filtered or unexported fields
}

type DocumentClassifierInputDataConfig struct {

	// The Amazon S3 URI for the input data. The S3 bucket must be in the same region
	// as the API endpoint that you are calling. The URI can point to a single input
	// file or it can provide the prefix for a collection of input files.
	//
	// For example, if you use the URI S3://bucketName/prefix, if the prefix is
	// a single file, Amazon Comprehend uses that file as input. If more than one
	// file begins with the prefix, Amazon Comprehend uses all of them as input.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

type DocumentClassifierOutputDataConfig struct {

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt the output results from an analysis job. The KmsKeyId can be one
	// of the following formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * KMS Key Alias: "alias/ExampleAlias"
	//
	//    * ARN of a KMS Key Alias: "arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias"
	KmsKeyId *string `type:"string"`

	// When you use the OutputDataConfig object while creating a custom classifier,
	// you specify the Amazon S3 location where you want to write the confusion
	// matrix. The URI must be in the same region as the API endpoint that you are
	// calling. The location is used as the prefix for the actual location of this
	// output file.
	//
	// When the custom classifier job is finished, the service creates the output
	// file in a directory specific to the job. The S3Uri field contains the location
	// of the output file, called output.tar.gz. It is a compressed archive that
	// contains the confusion matrix.
	S3Uri *string `type:"string"`
	// contains filtered or unexported fields
}

type DocumentClassifierProperties struct {

	// Information about the document classifier, including the number of documents
	// used for training the classifier, the number of documents used for test the
	// classifier, and an accuracy rating.
	ClassifierMetadata *ClassifierMetadata `type:"structure"`

	// The Amazon Resource Name (ARN) of the AWS Identity and Management (IAM) role
	// that grants Amazon Comprehend read access to your input data.
	DataAccessRoleArn *string `min:"20" type:"string"`

	// The Amazon Resource Name (ARN) that identifies the document classifier.
	DocumentClassifierArn *string `type:"string"`

	// The time that training the document classifier completed.
	EndTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// The input data configuration that you supplied when you created the document
	// classifier for training.
	InputDataConfig *DocumentClassifierInputDataConfig `type:"structure"`

	// The language code for the language of the documents that the classifier was
	// trained on.
	LanguageCode LanguageCode `type:"string" enum:"true"`

	// Additional information about the status of the classifier.
	Message *string `type:"string"`

	// Provides output results configuration parameters for custom classifier jobs.
	OutputDataConfig *DocumentClassifierOutputDataConfig `type:"structure"`

	// The status of the document classifier. If the status is TRAINED the classifier
	// is ready to use. If the status is FAILED you can see additional information
	// about why the classifier wasn't trained in the Message field.
	Status ModelStatus `type:"string" enum:"true"`

	// The time that the document classifier was submitted for training.
	SubmitTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// The time that training of the document classifier was completed. Indicates
	// the time when the training completes on documentation classifiers. You are
	// billed for the time interval between this time and the value of TrainingStartTime.
	TrainingEndTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// Indicates the time when the training starts on documentation classifiers.
	// You are billed for the time interval between this time and the value of TrainingEndTime.
	TrainingStartTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for a private Virtual Private Cloud (VPC) containing
	// the resources you are using for your custom classifier. For more information,
	// see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type DominantLanguage struct {

	// The RFC 5646 language code for the dominant language. For more information
	// about RFC 5646, see Tags for Identifying Languages (https://tools.ietf.org/html/rfc5646)
	// on the IETF Tools web site.
	LanguageCode *string `min:"1" type:"string"`

	// The level of confidence that Amazon Comprehend has in the accuracy of the
	// detection.
	Score *float64 `type:"float"`
	// contains filtered or unexported fields
}

type DominantLanguageDetectionJobFilter struct {

	// Filters on the name of the job.
	JobName *string `min:"1" type:"string"`

	// Filters the list of jobs based on job status. Returns only jobs with the
	// specified status.
	JobStatus JobStatus `type:"string" enum:"true"`

	// Filters the list of jobs based on the time that the job was submitted for
	// processing. Returns only jobs submitted after the specified time. Jobs are
	// returned in descending order, newest to oldest.
	SubmitTimeAfter *time.Time `type:"timestamp" timestampFormat:"unix"`

	// Filters the list of jobs based on the time that the job was submitted for
	// processing. Returns only jobs submitted before the specified time. Jobs are
	// returned in ascending order, oldest to newest.
	SubmitTimeBefore *time.Time `type:"timestamp" timestampFormat:"unix"`
	// contains filtered or unexported fields
}

type DominantLanguageDetectionJobProperties struct {

	// The Amazon Resource Name (ARN) that gives Amazon Comprehend read access to
	// your input data.
	DataAccessRoleArn *string `min:"20" type:"string"`

	// The time that the dominant language detection job completed.
	EndTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// The input data configuration that you supplied when you created the dominant
	// language detection job.
	InputDataConfig *InputDataConfig `type:"structure"`

	// The identifier assigned to the dominant language detection job.
	JobId *string `min:"1" type:"string"`

	// The name that you assigned to the dominant language detection job.
	JobName *string `min:"1" type:"string"`

	// The current status of the dominant language detection job. If the status
	// is FAILED, the Message field shows the reason for the failure.
	JobStatus JobStatus `type:"string" enum:"true"`

	// A description for the status of a job.
	Message *string `type:"string"`

	// The output data configuration that you supplied when you created the dominant
	// language detection job.
	OutputDataConfig *OutputDataConfig `type:"structure"`

	// The time that the dominant language detection job was submitted for processing.
	SubmitTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for a private Virtual Private Cloud (VPC) containing
	// the resources you are using for your dominant language detection job. For
	// more information, see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type EntitiesDetectionJobFilter struct {

	// Filters on the name of the job.
	JobName *string `min:"1" type:"string"`

	// Filters the list of jobs based on job status. Returns only jobs with the
	// specified status.
	JobStatus JobStatus `type:"string" enum:"true"`

	// Filters the list of jobs based on the time that the job was submitted for
	// processing. Returns only jobs submitted after the specified time. Jobs are
	// returned in descending order, newest to oldest.
	SubmitTimeAfter *time.Time `type:"timestamp" timestampFormat:"unix"`

	// Filters the list of jobs based on the time that the job was submitted for
	// processing. Returns only jobs submitted before the specified time. Jobs are
	// returned in ascending order, oldest to newest.
	SubmitTimeBefore *time.Time `type:"timestamp" timestampFormat:"unix"`
	// contains filtered or unexported fields
}

type EntitiesDetectionJobProperties struct {

	// The Amazon Resource Name (ARN) that gives Amazon Comprehend read access to
	// your input data.
	DataAccessRoleArn *string `min:"20" type:"string"`

	// The time that the entities detection job completed
	EndTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// The Amazon Resource Name (ARN) that identifies the entity recognizer.
	EntityRecognizerArn *string `type:"string"`

	// The input data configuration that you supplied when you created the entities
	// detection job.
	InputDataConfig *InputDataConfig `type:"structure"`

	// The identifier assigned to the entities detection job.
	JobId *string `min:"1" type:"string"`

	// The name that you assigned the entities detection job.
	JobName *string `min:"1" type:"string"`

	// The current status of the entities detection job. If the status is FAILED,
	// the Message field shows the reason for the failure.
	JobStatus JobStatus `type:"string" enum:"true"`

	// The language code of the input documents.
	LanguageCode LanguageCode `type:"string" enum:"true"`

	// A description of the status of a job.
	Message *string `type:"string"`

	// The output data configuration that you supplied when you created the entities
	// detection job.
	OutputDataConfig *OutputDataConfig `type:"structure"`

	// The time that the entities detection job was submitted for processing.
	SubmitTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for a private Virtual Private Cloud (VPC) containing
	// the resources you are using for your entity detection job. For more information,
	// see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type Entity struct {

	// A character offset in the input text that shows where the entity begins (the
	// first character is at position 0). The offset returns the position of each
	// UTF-8 code point in the string. A code point is the abstract character from
	// a particular graphical representation. For example, a multi-byte UTF-8 character
	// maps to a single code point.
	BeginOffset *int64 `type:"integer"`

	// A character offset in the input text that shows where the entity ends. The
	// offset returns the position of each UTF-8 code point in the string. A code
	// point is the abstract character from a particular graphical representation.
	// For example, a multi-byte UTF-8 character maps to a single code point.
	EndOffset *int64 `type:"integer"`

	// The level of confidence that Amazon Comprehend has in the accuracy of the
	// detection.
	Score *float64 `type:"float"`

	// The text of the entity.
	Text *string `min:"1" type:"string"`

	// The entity's type.
	Type EntityType `type:"string" enum:"true"`
	// contains filtered or unexported fields
}

type EntityRecognizerAnnotations struct {

	// Specifies the Amazon S3 location where the annotations for an entity recognizer
	// are located. The URI must be in the same region as the API endpoint that
	// you are calling.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

type EntityRecognizerDocuments struct {

	// Specifies the Amazon S3 location where the training documents for an entity
	// recognizer are located. The URI must be in the same region as the API endpoint
	// that you are calling.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

type EntityRecognizerEntityList struct {

	// Specifies the Amazon S3 location where the entity list is located. The URI
	// must be in the same region as the API endpoint that you are calling.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

type EntityRecognizerEvaluationMetrics struct {

	// A measure of how accurate the recognizer results are for the test data. It
	// is derived from the Precision and Recall values. The F1Score is the harmonic
	// average of the two scores. The highest score is 1, and the worst score is
	// 0.
	F1Score *float64 `type:"double"`

	// A measure of the usefulness of the recognizer results in the test data. High
	// precision means that the recognizer returned substantially more relevant
	// results than irrelevant ones.
	Precision *float64 `type:"double"`

	// A measure of how complete the recognizer results are for the test data. High
	// recall means that the recognizer returned most of the relevant results.
	Recall *float64 `type:"double"`
	// contains filtered or unexported fields
}

type EntityRecognizerFilter struct {

	// The status of an entity recognizer.
	Status ModelStatus `type:"string" enum:"true"`

	// Filters the list of entities based on the time that the list was submitted
	// for processing. Returns only jobs submitted after the specified time. Jobs
	// are returned in ascending order, oldest to newest.
	SubmitTimeAfter *time.Time `type:"timestamp" timestampFormat:"unix"`

	// Filters the list of entities based on the time that the list was submitted
	// for processing. Returns only jobs submitted before the specified time. Jobs
	// are returned in descending order, newest to oldest.
	SubmitTimeBefore *time.Time `type:"timestamp" timestampFormat:"unix"`
	// contains filtered or unexported fields
}

type EntityRecognizerInputDataConfig struct {

	// S3 location of the annotations file for an entity recognizer.
	Annotations *EntityRecognizerAnnotations `type:"structure"`

	// S3 location of the documents folder for an entity recognizer
	//
	// Documents is a required field
	Documents *EntityRecognizerDocuments `type:"structure" required:"true"`

	// S3 location of the entity list for an entity recognizer.
	EntityList *EntityRecognizerEntityList `type:"structure"`

	// The entity types in the input data for an entity recognizer.
	//
	// EntityTypes is a required field
	EntityTypes []EntityTypesListItem `type:"list" required:"true"`
	// contains filtered or unexported fields
}

type EntityRecognizerMetadata struct {

	// Entity types from the metadata of an entity recognizer.
	EntityTypes []EntityRecognizerMetadataEntityTypesListItem `type:"list"`

	// Detailed information about the accuracy of an entity recognizer.
	EvaluationMetrics *EntityRecognizerEvaluationMetrics `type:"structure"`

	// The number of documents in the input data that were used to test the entity
	// recognizer. Typically this is 10 to 20 percent of the input documents.
	NumberOfTestDocuments *int64 `type:"integer"`

	// The number of documents in the input data that were used to train the entity
	// recognizer. Typically this is 80 to 90 percent of the input documents.
	NumberOfTrainedDocuments *int64 `type:"integer"`
	// contains filtered or unexported fields
}

type EntityRecognizerMetadataEntityTypesListItem struct {

	// Type of entity from the list of entity types in the metadata of an entity
	// recognizer.
	Type *string `type:"string"`
	// contains filtered or unexported fields
}

type EntityRecognizerProperties struct {

	// The Amazon Resource Name (ARN) of the AWS Identity and Management (IAM) role
	// that grants Amazon Comprehend read access to your input data.
	DataAccessRoleArn *string `min:"20" type:"string"`

	// The time that the recognizer creation completed.
	EndTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// The Amazon Resource Name (ARN) that identifies the entity recognizer.
	EntityRecognizerArn *string `type:"string"`

	// The input data properties of an entity recognizer.
	InputDataConfig *EntityRecognizerInputDataConfig `type:"structure"`

	// The language of the input documents. All documents must be in the same language.
	// Only English ("en") is currently supported.
	LanguageCode LanguageCode `type:"string" enum:"true"`

	// A description of the status of the recognizer.
	Message *string `type:"string"`

	// Provides information about an entity recognizer.
	RecognizerMetadata *EntityRecognizerMetadata `type:"structure"`

	// Provides the status of the entity recognizer.
	Status ModelStatus `type:"string" enum:"true"`

	// The time that the recognizer was submitted for processing.
	SubmitTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// The time that training of the entity recognizer was completed.
	TrainingEndTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// The time that training of the entity recognizer started.
	TrainingStartTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for a private Virtual Private Cloud (VPC) containing
	// the resources you are using for your custom entity recognizer. For more information,
	// see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type EntityType string

const (
	EntityTypePerson         EntityType = "PERSON"
	EntityTypeLocation       EntityType = "LOCATION"
	EntityTypeOrganization   EntityType = "ORGANIZATION"
	EntityTypeCommercialItem EntityType = "COMMERCIAL_ITEM"
	EntityTypeEvent          EntityType = "EVENT"
	EntityTypeDate           EntityType = "DATE"
	EntityTypeQuantity       EntityType = "QUANTITY"
	EntityTypeTitle          EntityType = "TITLE"
	EntityTypeOther          EntityType = "OTHER"
)

type EntityTypesListItem struct {

	// Entity type of an item on an entity type list.
	//
	// Type is a required field
	Type *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

type InputDataConfig struct {

	// Specifies how the text in an input file should be processed:
	//
	//    * ONE_DOC_PER_FILE - Each file is considered a separate document. Use
	//    this option when you are processing large documents, such as newspaper
	//    articles or scientific papers.
	//
	//    * ONE_DOC_PER_LINE - Each line in a file is considered a separate document.
	//    Use this option when you are processing many short documents, such as
	//    text messages.
	InputFormat InputFormat `type:"string" enum:"true"`

	// The Amazon S3 URI for the input data. The URI must be in same region as the
	// API endpoint that you are calling. The URI can point to a single input file
	// or it can provide the prefix for a collection of data files.
	//
	// For example, if you use the URI S3://bucketName/prefix, if the prefix is
	// a single file, Amazon Comprehend uses that file as input. If more than one
	// file begins with the prefix, Amazon Comprehend uses all of them as input.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

type InputFormat string

const (
	InputFormatOneDocPerFile InputFormat = "ONE_DOC_PER_FILE"
	InputFormatOneDocPerLine InputFormat = "ONE_DOC_PER_LINE"
)

type JobStatus string

const (
	JobStatusSubmitted     JobStatus = "SUBMITTED"
	JobStatusInProgress    JobStatus = "IN_PROGRESS"
	JobStatusCompleted     JobStatus = "COMPLETED"
	JobStatusFailed        JobStatus = "FAILED"
	JobStatusStopRequested JobStatus = "STOP_REQUESTED"
	JobStatusStopped       JobStatus = "STOPPED"
)

type KeyPhrase struct {

	// A character offset in the input text that shows where the key phrase begins
	// (the first character is at position 0). The offset returns the position of
	// each UTF-8 code point in the string. A code point is the abstract character
	// from a particular graphical representation. For example, a multi-byte UTF-8
	// character maps to a single code point.
	BeginOffset *int64 `type:"integer"`

	// A character offset in the input text where the key phrase ends. The offset
	// returns the position of each UTF-8 code point in the string. A code point
	// is the abstract character from a particular graphical representation. For
	// example, a multi-byte UTF-8 character maps to a single code point.
	EndOffset *int64 `type:"integer"`

	// The level of confidence that Amazon Comprehend has in the accuracy of the
	// detection.
	Score *float64 `type:"float"`

	// The text of a key noun phrase.
	Text *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type KeyPhrasesDetectionJobFilter struct {

	// Filters on the name of the job.
	JobName *string `min:"1" type:"string"`

	// Filters the list of jobs based on job status. Returns only jobs with the
	// specified status.
	JobStatus JobStatus `type:"string" enum:"true"`

	// Filters the list of jobs based on the time that the job was submitted for
	// processing. Returns only jobs submitted after the specified time. Jobs are
	// returned in descending order, newest to oldest.
	SubmitTimeAfter *time.Time `type:"timestamp" timestampFormat:"unix"`

	// Filters the list of jobs based on the time that the job was submitted for
	// processing. Returns only jobs submitted before the specified time. Jobs are
	// returned in ascending order, oldest to newest.
	SubmitTimeBefore *time.Time `type:"timestamp" timestampFormat:"unix"`
	// contains filtered or unexported fields
}

type KeyPhrasesDetectionJobProperties struct {

	// The Amazon Resource Name (ARN) that gives Amazon Comprehend read access to
	// your input data.
	DataAccessRoleArn *string `min:"20" type:"string"`

	// The time that the key phrases detection job completed.
	EndTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// The input data configuration that you supplied when you created the key phrases
	// detection job.
	InputDataConfig *InputDataConfig `type:"structure"`

	// The identifier assigned to the key phrases detection job.
	JobId *string `min:"1" type:"string"`

	// The name that you assigned the key phrases detection job.
	JobName *string `min:"1" type:"string"`

	// The current status of the key phrases detection job. If the status is FAILED,
	// the Message field shows the reason for the failure.
	JobStatus JobStatus `type:"string" enum:"true"`

	// The language code of the input documents.
	LanguageCode LanguageCode `type:"string" enum:"true"`

	// A description of the status of a job.
	Message *string `type:"string"`

	// The output data configuration that you supplied when you created the key
	// phrases detection job.
	OutputDataConfig *OutputDataConfig `type:"structure"`

	// The time that the key phrases detection job was submitted for processing.
	SubmitTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for a private Virtual Private Cloud (VPC) containing
	// the resources you are using for your key phrases detection job. For more
	// information, see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type LanguageCode string

const (
	LanguageCodeEn LanguageCode = "en"
	LanguageCodeEs LanguageCode = "es"
	LanguageCodeFr LanguageCode = "fr"
	LanguageCodeDe LanguageCode = "de"
	LanguageCodeIt LanguageCode = "it"
	LanguageCodePt LanguageCode = "pt"
)

type ListDocumentClassificationJobsInput struct {

	// Filters the jobs that are returned. You can filter jobs on their names, status,
	// or the date and time that they were submitted. You can only set one filter
	// at a time.
	Filter *DocumentClassificationJobFilter `type:"structure"`

	// The maximum number of results to return in each page. The default is 100.
	MaxResults *int64 `min:"1" type:"integer"`

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type ListDocumentClassificationJobsOutput struct {

	// A list containing the properties of each job returned.
	DocumentClassificationJobPropertiesList []DocumentClassificationJobProperties `type:"list"`

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type ListDocumentClassificationJobsPaginator struct {
	aws.Pager
}

type ListDocumentClassificationJobsRequest struct {
	*aws.Request
	Input *ListDocumentClassificationJobsInput
	Copy  func(*ListDocumentClassificationJobsInput) ListDocumentClassificationJobsRequest
}

type ListDocumentClassificationJobsResponse struct {
	*ListDocumentClassificationJobsOutput
	// contains filtered or unexported fields
}

type ListDocumentClassifiersInput struct {

	// Filters the jobs that are returned. You can filter jobs on their name, status,
	// or the date and time that they were submitted. You can only set one filter
	// at a time.
	Filter *DocumentClassifierFilter `type:"structure"`

	// The maximum number of results to return in each page. The default is 100.
	MaxResults *int64 `min:"1" type:"integer"`

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type ListDocumentClassifiersOutput struct {

	// A list containing the properties of each job returned.
	DocumentClassifierPropertiesList []DocumentClassifierProperties `type:"list"`

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type ListDocumentClassifiersPaginator struct {
	aws.Pager
}

type ListDocumentClassifiersRequest struct {
	*aws.Request
	Input *ListDocumentClassifiersInput
	Copy  func(*ListDocumentClassifiersInput) ListDocumentClassifiersRequest
}

type ListDocumentClassifiersResponse struct {
	*ListDocumentClassifiersOutput
	// contains filtered or unexported fields
}

type ListDominantLanguageDetectionJobsInput struct {

	// Filters that jobs that are returned. You can filter jobs on their name, status,
	// or the date and time that they were submitted. You can only set one filter
	// at a time.
	Filter *DominantLanguageDetectionJobFilter `type:"structure"`

	// The maximum number of results to return in each page. The default is 100.
	MaxResults *int64 `min:"1" type:"integer"`

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type ListDominantLanguageDetectionJobsOutput struct {

	// A list containing the properties of each job that is returned.
	DominantLanguageDetectionJobPropertiesList []DominantLanguageDetectionJobProperties `type:"list"`

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type ListDominantLanguageDetectionJobsPaginator struct {
	aws.Pager
}

type ListDominantLanguageDetectionJobsRequest struct {
	*aws.Request
	Input *ListDominantLanguageDetectionJobsInput
	Copy  func(*ListDominantLanguageDetectionJobsInput) ListDominantLanguageDetectionJobsRequest
}

type ListDominantLanguageDetectionJobsResponse struct {
	*ListDominantLanguageDetectionJobsOutput
	// contains filtered or unexported fields
}

type ListEntitiesDetectionJobsInput struct {

	// Filters the jobs that are returned. You can filter jobs on their name, status,
	// or the date and time that they were submitted. You can only set one filter
	// at a time.
	Filter *EntitiesDetectionJobFilter `type:"structure"`

	// The maximum number of results to return in each page. The default is 100.
	MaxResults *int64 `min:"1" type:"integer"`

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type ListEntitiesDetectionJobsOutput struct {

	// A list containing the properties of each job that is returned.
	EntitiesDetectionJobPropertiesList []EntitiesDetectionJobProperties `type:"list"`

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type ListEntitiesDetectionJobsPaginator struct {
	aws.Pager
}

type ListEntitiesDetectionJobsRequest struct {
	*aws.Request
	Input *ListEntitiesDetectionJobsInput
	Copy  func(*ListEntitiesDetectionJobsInput) ListEntitiesDetectionJobsRequest
}

type ListEntitiesDetectionJobsResponse struct {
	*ListEntitiesDetectionJobsOutput
	// contains filtered or unexported fields
}

type ListEntityRecognizersInput struct {

	// Filters the list of entities returned. You can filter on Status, SubmitTimeBefore,
	// or SubmitTimeAfter. You can only set one filter at a time.
	Filter *EntityRecognizerFilter `type:"structure"`

	// The maximum number of results to return on each page. The default is 100.
	MaxResults *int64 `min:"1" type:"integer"`

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type ListEntityRecognizersOutput struct {

	// The list of properties of an entity recognizer.
	EntityRecognizerPropertiesList []EntityRecognizerProperties `type:"list"`

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type ListEntityRecognizersPaginator struct {
	aws.Pager
}

type ListEntityRecognizersRequest struct {
	*aws.Request
	Input *ListEntityRecognizersInput
	Copy  func(*ListEntityRecognizersInput) ListEntityRecognizersRequest
}

type ListEntityRecognizersResponse struct {
	*ListEntityRecognizersOutput
	// contains filtered or unexported fields
}

type ListKeyPhrasesDetectionJobsInput struct {

	// Filters the jobs that are returned. You can filter jobs on their name, status,
	// or the date and time that they were submitted. You can only set one filter
	// at a time.
	Filter *KeyPhrasesDetectionJobFilter `type:"structure"`

	// The maximum number of results to return in each page. The default is 100.
	MaxResults *int64 `min:"1" type:"integer"`

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type ListKeyPhrasesDetectionJobsOutput struct {

	// A list containing the properties of each job that is returned.
	KeyPhrasesDetectionJobPropertiesList []KeyPhrasesDetectionJobProperties `type:"list"`

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type ListKeyPhrasesDetectionJobsPaginator struct {
	aws.Pager
}

type ListKeyPhrasesDetectionJobsRequest struct {
	*aws.Request
	Input *ListKeyPhrasesDetectionJobsInput
	Copy  func(*ListKeyPhrasesDetectionJobsInput) ListKeyPhrasesDetectionJobsRequest
}

type ListKeyPhrasesDetectionJobsResponse struct {
	*ListKeyPhrasesDetectionJobsOutput
	// contains filtered or unexported fields
}

type ListSentimentDetectionJobsInput struct {

	// Filters the jobs that are returned. You can filter jobs on their name, status,
	// or the date and time that they were submitted. You can only set one filter
	// at a time.
	Filter *SentimentDetectionJobFilter `type:"structure"`

	// The maximum number of results to return in each page. The default is 100.
	MaxResults *int64 `min:"1" type:"integer"`

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type ListSentimentDetectionJobsOutput struct {

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`

	// A list containing the properties of each job that is returned.
	SentimentDetectionJobPropertiesList []SentimentDetectionJobProperties `type:"list"`
	// contains filtered or unexported fields
}

type ListSentimentDetectionJobsPaginator struct {
	aws.Pager
}

type ListSentimentDetectionJobsRequest struct {
	*aws.Request
	Input *ListSentimentDetectionJobsInput
	Copy  func(*ListSentimentDetectionJobsInput) ListSentimentDetectionJobsRequest
}

type ListSentimentDetectionJobsResponse struct {
	*ListSentimentDetectionJobsOutput
	// contains filtered or unexported fields
}

type ListTagsForResourceInput struct {

	// The Amazon Resource Name (ARN) of the given Amazon Comprehend resource you
	// are querying.
	//
	// ResourceArn is a required field
	ResourceArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

type ListTagsForResourceOutput struct {

	// The Amazon Resource Name (ARN) of the given Amazon Comprehend resource you
	// are querying.
	ResourceArn *string `type:"string"`

	// Tags associated with the Amazon Comprehend resource being queried. A tag
	// is a key-value pair that adds as a metadata to a resource used by Amazon
	// Comprehend. For example, a tag with "Sales" as the key might be added to
	// a resource to indicate its use by the sales department.
	Tags []Tag `type:"list"`
	// contains filtered or unexported fields
}

type ListTagsForResourceRequest struct {
	*aws.Request
	Input *ListTagsForResourceInput
	Copy  func(*ListTagsForResourceInput) ListTagsForResourceRequest
}

type ListTagsForResourceResponse struct {
	*ListTagsForResourceOutput
	// contains filtered or unexported fields
}

type ListTopicsDetectionJobsInput struct {

	// Filters the jobs that are returned. Jobs can be filtered on their name, status,
	// or the date and time that they were submitted. You can set only one filter
	// at a time.
	Filter *TopicsDetectionJobFilter `type:"structure"`

	// The maximum number of results to return in each page. The default is 100.
	MaxResults *int64 `min:"1" type:"integer"`

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

type ListTopicsDetectionJobsOutput struct {

	// Identifies the next page of results to return.
	NextToken *string `min:"1" type:"string"`

	// A list containing the properties of each job that is returned.
	TopicsDetectionJobPropertiesList []TopicsDetectionJobProperties `type:"list"`
	// contains filtered or unexported fields
}

type ListTopicsDetectionJobsPaginator struct {
	aws.Pager
}

type ListTopicsDetectionJobsRequest struct {
	*aws.Request
	Input *ListTopicsDetectionJobsInput
	Copy  func(*ListTopicsDetectionJobsInput) ListTopicsDetectionJobsRequest
}

type ListTopicsDetectionJobsResponse struct {
	*ListTopicsDetectionJobsOutput
	// contains filtered or unexported fields
}

type ModelStatus string

const (
	ModelStatusSubmitted     ModelStatus = "SUBMITTED"
	ModelStatusTraining      ModelStatus = "TRAINING"
	ModelStatusDeleting      ModelStatus = "DELETING"
	ModelStatusStopRequested ModelStatus = "STOP_REQUESTED"
	ModelStatusStopped       ModelStatus = "STOPPED"
	ModelStatusInError       ModelStatus = "IN_ERROR"
	ModelStatusTrained       ModelStatus = "TRAINED"
)

type OutputDataConfig struct {

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt the output results from an analysis job. The KmsKeyId can be one
	// of the following formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * KMS Key Alias: "alias/ExampleAlias"
	//
	//    * ARN of a KMS Key Alias: "arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias"
	KmsKeyId *string `type:"string"`

	// When you use the OutputDataConfig object with asynchronous operations, you
	// specify the Amazon S3 location where you want to write the output data. The
	// URI must be in the same region as the API endpoint that you are calling.
	// The location is used as the prefix for the actual location of the output
	// file.
	//
	// When the topic detection job is finished, the service creates an output file
	// in a directory specific to the job. The S3Uri field contains the location
	// of the output file, called output.tar.gz. It is a compressed archive that
	// contains the ouput of the operation.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

type PartOfSpeechTag struct {

	// The confidence that Amazon Comprehend has that the part of speech was correctly
	// identified.
	Score *float64 `type:"float"`

	// Identifies the part of speech that the token represents.
	Tag PartOfSpeechTagType `type:"string" enum:"true"`
	// contains filtered or unexported fields
}

type PartOfSpeechTagType string

const (
	PartOfSpeechTagTypeAdj   PartOfSpeechTagType = "ADJ"
	PartOfSpeechTagTypeAdp   PartOfSpeechTagType = "ADP"
	PartOfSpeechTagTypeAdv   PartOfSpeechTagType = "ADV"
	PartOfSpeechTagTypeAux   PartOfSpeechTagType = "AUX"
	PartOfSpeechTagTypeConj  PartOfSpeechTagType = "CONJ"
	PartOfSpeechTagTypeCconj PartOfSpeechTagType = "CCONJ"
	PartOfSpeechTagTypeDet   PartOfSpeechTagType = "DET"
	PartOfSpeechTagTypeIntj  PartOfSpeechTagType = "INTJ"
	PartOfSpeechTagTypeNoun  PartOfSpeechTagType = "NOUN"
	PartOfSpeechTagTypeNum   PartOfSpeechTagType = "NUM"
	PartOfSpeechTagTypeO     PartOfSpeechTagType = "O"
	PartOfSpeechTagTypePart  PartOfSpeechTagType = "PART"
	PartOfSpeechTagTypePron  PartOfSpeechTagType = "PRON"
	PartOfSpeechTagTypePropn PartOfSpeechTagType = "PROPN"
	PartOfSpeechTagTypePunct PartOfSpeechTagType = "PUNCT"
	PartOfSpeechTagTypeSconj PartOfSpeechTagType = "SCONJ"
	PartOfSpeechTagTypeSym   PartOfSpeechTagType = "SYM"
	PartOfSpeechTagTypeVerb  PartOfSpeechTagType = "VERB"
)

type SentimentDetectionJobFilter struct {

	// Filters on the name of the job.
	JobName *string `min:"1" type:"string"`

	// Filters the list of jobs based on job status. Returns only jobs with the
	// specified status.
	JobStatus JobStatus `type:"string" enum:"true"`

	// Filters the list of jobs based on the time that the job was submitted for
	// processing. Returns only jobs submitted after the specified time. Jobs are
	// returned in descending order, newest to oldest.
	SubmitTimeAfter *time.Time `type:"timestamp" timestampFormat:"unix"`

	// Filters the list of jobs based on the time that the job was submitted for
	// processing. Returns only jobs submitted before the specified time. Jobs are
	// returned in ascending order, oldest to newest.
	SubmitTimeBefore *time.Time `type:"timestamp" timestampFormat:"unix"`
	// contains filtered or unexported fields
}

type SentimentDetectionJobProperties struct {

	// The Amazon Resource Name (ARN) that gives Amazon Comprehend read access to
	// your input data.
	DataAccessRoleArn *string `min:"20" type:"string"`

	// The time that the sentiment detection job ended.
	EndTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// The input data configuration that you supplied when you created the sentiment
	// detection job.
	InputDataConfig *InputDataConfig `type:"structure"`

	// The identifier assigned to the sentiment detection job.
	JobId *string `min:"1" type:"string"`

	// The name that you assigned to the sentiment detection job
	JobName *string `min:"1" type:"string"`

	// The current status of the sentiment detection job. If the status is FAILED,
	// the Messages field shows the reason for the failure.
	JobStatus JobStatus `type:"string" enum:"true"`

	// The language code of the input documents.
	LanguageCode LanguageCode `type:"string" enum:"true"`

	// A description of the status of a job.
	Message *string `type:"string"`

	// The output data configuration that you supplied when you created the sentiment
	// detection job.
	OutputDataConfig *OutputDataConfig `type:"structure"`

	// The time that the sentiment detection job was submitted for processing.
	SubmitTime *time.Time `type:"timestamp" timestampFormat:"unix"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for a private Virtual Private Cloud (VPC) containing
	// the resources you are using for your sentiment detection job. For more information,
	// see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type SentimentScore struct {

	// The level of confidence that Amazon Comprehend has in the accuracy of its
	// detection of the MIXED sentiment.
	Mixed *float64 `type:"float"`

	// The level of confidence that Amazon Comprehend has in the accuracy of its
	// detection of the NEGATIVE sentiment.
	Negative *float64 `type:"float"`

	// The level of confidence that Amazon Comprehend has in the accuracy of its
	// detection of the NEUTRAL sentiment.
	Neutral *float64 `type:"float"`

	// The level of confidence that Amazon Comprehend has in the accuracy of its
	// detection of the POSITIVE sentiment.
	Positive *float64 `type:"float"`
	// contains filtered or unexported fields
}

type SentimentType string

const (
	SentimentTypePositive SentimentType = "POSITIVE"
	SentimentTypeNegative SentimentType = "NEGATIVE"
	SentimentTypeNeutral  SentimentType = "NEUTRAL"
	SentimentTypeMixed    SentimentType = "MIXED"
)

type StartDocumentClassificationJobInput struct {

	// A unique identifier for the request. If you do not set the client request
	// token, Amazon Comprehend generates one.
	ClientRequestToken *string `min:"1" type:"string" idempotencyToken:"true"`

	// The Amazon Resource Name (ARN) of the AWS Identity and Access Management
	// (IAM) role that grants Amazon Comprehend read access to your input data.
	//
	// DataAccessRoleArn is a required field
	DataAccessRoleArn *string `min:"20" type:"string" required:"true"`

	// The Amazon Resource Name (ARN) of the document classifier to use to process
	// the job.
	//
	// DocumentClassifierArn is a required field
	DocumentClassifierArn *string `type:"string" required:"true"`

	// Specifies the format and location of the input data for the job.
	//
	// InputDataConfig is a required field
	InputDataConfig *InputDataConfig `type:"structure" required:"true"`

	// The identifier of the job.
	JobName *string `min:"1" type:"string"`

	// Specifies where to send the output files.
	//
	// OutputDataConfig is a required field
	OutputDataConfig *OutputDataConfig `type:"structure" required:"true"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for an optional private Virtual Private Cloud (VPC)
	// containing the resources you are using for your document classification job.
	// For more information, see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type StartDocumentClassificationJobOutput struct {

	// The identifier generated for the job. To get the status of the job, use this
	// identifier with the operation.
	JobId *string `min:"1" type:"string"`

	// The status of the job:
	//
	//    * SUBMITTED - The job has been received and queued for processing.
	//
	//    * IN_PROGRESS - Amazon Comprehend is processing the job.
	//
	//    * COMPLETED - The job was successfully completed and the output is available.
	//
	//    * FAILED - The job did not complete. For details, use the operation.
	//
	//    * STOP_REQUESTED - Amazon Comprehend has received a stop request for the
	//    job and is processing the request.
	//
	//    * STOPPED - The job was successfully stopped without completing.
	JobStatus JobStatus `type:"string" enum:"true"`
	// contains filtered or unexported fields
}

type StartDocumentClassificationJobRequest struct {
	*aws.Request
	Input *StartDocumentClassificationJobInput
	Copy  func(*StartDocumentClassificationJobInput) StartDocumentClassificationJobRequest
}

type StartDocumentClassificationJobResponse struct {
	*StartDocumentClassificationJobOutput
	// contains filtered or unexported fields
}

type StartDominantLanguageDetectionJobInput struct {

	// A unique identifier for the request. If you do not set the client request
	// token, Amazon Comprehend generates one.
	ClientRequestToken *string `min:"1" type:"string" idempotencyToken:"true"`

	// The Amazon Resource Name (ARN) of the AWS Identity and Access Management
	// (IAM) role that grants Amazon Comprehend read access to your input data.
	// For more information, see https://docs.aws.amazon.com/comprehend/latest/dg/access-control-managing-permissions.html#auth-role-permissions
	// (https://docs.aws.amazon.com/comprehend/latest/dg/access-control-managing-permissions.html#auth-role-permissions).
	//
	// DataAccessRoleArn is a required field
	DataAccessRoleArn *string `min:"20" type:"string" required:"true"`

	// Specifies the format and location of the input data for the job.
	//
	// InputDataConfig is a required field
	InputDataConfig *InputDataConfig `type:"structure" required:"true"`

	// An identifier for the job.
	JobName *string `min:"1" type:"string"`

	// Specifies where to send the output files.
	//
	// OutputDataConfig is a required field
	OutputDataConfig *OutputDataConfig `type:"structure" required:"true"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for an optional private Virtual Private Cloud (VPC)
	// containing the resources you are using for your dominant language detection
	// job. For more information, see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type StartDominantLanguageDetectionJobOutput struct {

	// The identifier generated for the job. To get the status of a job, use this
	// identifier with the operation.
	JobId *string `min:"1" type:"string"`

	// The status of the job.
	//
	//    * SUBMITTED - The job has been received and is queued for processing.
	//
	//    * IN_PROGRESS - Amazon Comprehend is processing the job.
	//
	//    * COMPLETED - The job was successfully completed and the output is available.
	//
	//    * FAILED - The job did not complete. To get details, use the operation.
	JobStatus JobStatus `type:"string" enum:"true"`
	// contains filtered or unexported fields
}

type StartDominantLanguageDetectionJobRequest struct {
	*aws.Request
	Input *StartDominantLanguageDetectionJobInput
	Copy  func(*StartDominantLanguageDetectionJobInput) StartDominantLanguageDetectionJobRequest
}

type StartDominantLanguageDetectionJobResponse struct {
	*StartDominantLanguageDetectionJobOutput
	// contains filtered or unexported fields
}

type StartEntitiesDetectionJobInput struct {

	// A unique identifier for the request. If you don't set the client request
	// token, Amazon Comprehend generates one.
	ClientRequestToken *string `min:"1" type:"string" idempotencyToken:"true"`

	// The Amazon Resource Name (ARN) of the AWS Identity and Access Management
	// (IAM) role that grants Amazon Comprehend read access to your input data.
	// For more information, see https://docs.aws.amazon.com/comprehend/latest/dg/access-control-managing-permissions.html#auth-role-permissions
	// (https://docs.aws.amazon.com/comprehend/latest/dg/access-control-managing-permissions.html#auth-role-permissions).
	//
	// DataAccessRoleArn is a required field
	DataAccessRoleArn *string `min:"20" type:"string" required:"true"`

	// The Amazon Resource Name (ARN) that identifies the specific entity recognizer
	// to be used by the StartEntitiesDetectionJob. This ARN is optional and is
	// only used for a custom entity recognition job.
	EntityRecognizerArn *string `type:"string"`

	// Specifies the format and location of the input data for the job.
	//
	// InputDataConfig is a required field
	InputDataConfig *InputDataConfig `type:"structure" required:"true"`

	// The identifier of the job.
	JobName *string `min:"1" type:"string"`

	// The language of the input documents. All documents must be in the same language.
	// You can specify any of the languages supported by Amazon Comprehend: English
	// ("en"), Spanish ("es"), French ("fr"), German ("de"), Italian ("it"), or
	// Portuguese ("pt"). If custom entities recognition is used, this parameter
	// is ignored and the language used for training the model is used instead.
	//
	// LanguageCode is a required field
	LanguageCode LanguageCode `type:"string" required:"true" enum:"true"`

	// Specifies where to send the output files.
	//
	// OutputDataConfig is a required field
	OutputDataConfig *OutputDataConfig `type:"structure" required:"true"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for an optional private Virtual Private Cloud (VPC)
	// containing the resources you are using for your entity detection job. For
	// more information, see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type StartEntitiesDetectionJobOutput struct {

	// The identifier generated for the job. To get the status of job, use this
	// identifier with the operation.
	JobId *string `min:"1" type:"string"`

	// The status of the job.
	//
	//    * SUBMITTED - The job has been received and is queued for processing.
	//
	//    * IN_PROGRESS - Amazon Comprehend is processing the job.
	//
	//    * COMPLETED - The job was successfully completed and the output is available.
	//
	//    * FAILED - The job did not complete. To get details, use the operation.
	//
	//    * STOP_REQUESTED - Amazon Comprehend has received a stop request for the
	//    job and is processing the request.
	//
	//    * STOPPED - The job was successfully stopped without completing.
	JobStatus JobStatus `type:"string" enum:"true"`
	// contains filtered or unexported fields
}

type StartEntitiesDetectionJobRequest struct {
	*aws.Request
	Input *StartEntitiesDetectionJobInput
	Copy  func(*StartEntitiesDetectionJobInput) StartEntitiesDetectionJobRequest
}

type StartEntitiesDetectionJobResponse struct {
	*StartEntitiesDetectionJobOutput
	// contains filtered or unexported fields
}

type StartKeyPhrasesDetectionJobInput struct {

	// A unique identifier for the request. If you don't set the client request
	// token, Amazon Comprehend generates one.
	ClientRequestToken *string `min:"1" type:"string" idempotencyToken:"true"`

	// The Amazon Resource Name (ARN) of the AWS Identity and Access Management
	// (IAM) role that grants Amazon Comprehend read access to your input data.
	// For more information, see https://docs.aws.amazon.com/comprehend/latest/dg/access-control-managing-permissions.html#auth-role-permissions
	// (https://docs.aws.amazon.com/comprehend/latest/dg/access-control-managing-permissions.html#auth-role-permissions).
	//
	// DataAccessRoleArn is a required field
	DataAccessRoleArn *string `min:"20" type:"string" required:"true"`

	// Specifies the format and location of the input data for the job.
	//
	// InputDataConfig is a required field
	InputDataConfig *InputDataConfig `type:"structure" required:"true"`

	// The identifier of the job.
	JobName *string `min:"1" type:"string"`

	// The language of the input documents. You can specify English ("en") or Spanish
	// ("es"). All documents must be in the same language.
	//
	// LanguageCode is a required field
	LanguageCode LanguageCode `type:"string" required:"true" enum:"true"`

	// Specifies where to send the output files.
	//
	// OutputDataConfig is a required field
	OutputDataConfig *OutputDataConfig `type:"structure" required:"true"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for an optional private Virtual Private Cloud (VPC)
	// containing the resources you are using for your key phrases detection job.
	// For more information, see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type StartKeyPhrasesDetectionJobOutput struct {

	// The identifier generated for the job. To get the status of a job, use this
	// identifier with the operation.
	JobId *string `min:"1" type:"string"`

	// The status of the job.
	//
	//    * SUBMITTED - The job has been received and is queued for processing.
	//
	//    * IN_PROGRESS - Amazon Comprehend is processing the job.
	//
	//    * COMPLETED - The job was successfully completed and the output is available.
	//
	//    * FAILED - The job did not complete. To get details, use the operation.
	JobStatus JobStatus `type:"string" enum:"true"`
	// contains filtered or unexported fields
}

type StartKeyPhrasesDetectionJobRequest struct {
	*aws.Request
	Input *StartKeyPhrasesDetectionJobInput
	Copy  func(*StartKeyPhrasesDetectionJobInput) StartKeyPhrasesDetectionJobRequest
}

type StartKeyPhrasesDetectionJobResponse struct {
	*StartKeyPhrasesDetectionJobOutput
	// contains filtered or unexported fields
}

type StartSentimentDetectionJobInput struct {

	// A unique identifier for the request. If you don't set the client request
	// token, Amazon Comprehend generates one.
	ClientRequestToken *string `min:"1" type:"string" idempotencyToken:"true"`

	// The Amazon Resource Name (ARN) of the AWS Identity and Access Management
	// (IAM) role that grants Amazon Comprehend read access to your input data.
	// For more information, see https://docs.aws.amazon.com/comprehend/latest/dg/access-control-managing-permissions.html#auth-role-permissions
	// (https://docs.aws.amazon.com/comprehend/latest/dg/access-control-managing-permissions.html#auth-role-permissions).
	//
	// DataAccessRoleArn is a required field
	DataAccessRoleArn *string `min:"20" type:"string" required:"true"`

	// Specifies the format and location of the input data for the job.
	//
	// InputDataConfig is a required field
	InputDataConfig *InputDataConfig `type:"structure" required:"true"`

	// The identifier of the job.
	JobName *string `min:"1" type:"string"`

	// The language of the input documents. You can specify English ("en") or Spanish
	// ("es"). All documents must be in the same language.
	//
	// LanguageCode is a required field
	LanguageCode LanguageCode `type:"string" required:"true" enum:"true"`

	// Specifies where to send the output files.
	//
	// OutputDataConfig is a required field
	OutputDataConfig *OutputDataConfig `type:"structure" required:"true"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for an optional private Virtual Private Cloud (VPC)
	// containing the resources you are using for your sentiment detection job.
	// For more information, see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type StartSentimentDetectionJobOutput struct {

	// The identifier generated for the job. To get the status of a job, use this
	// identifier with the operation.
	JobId *string `min:"1" type:"string"`

	// The status of the job.
	//
	//    * SUBMITTED - The job has been received and is queued for processing.
	//
	//    * IN_PROGRESS - Amazon Comprehend is processing the job.
	//
	//    * COMPLETED - The job was successfully completed and the output is available.
	//
	//    * FAILED - The job did not complete. To get details, use the operation.
	JobStatus JobStatus `type:"string" enum:"true"`
	// contains filtered or unexported fields
}

type StartSentimentDetectionJobRequest struct {
	*aws.Request
	Input *StartSentimentDetectionJobInput
	Copy  func(*StartSentimentDetectionJobInput) StartSentimentDetectionJobRequest
}

type StartSentimentDetectionJobResponse struct {
	*StartSentimentDetectionJobOutput
	// contains filtered or unexported fields
}

type StartTopicsDetectionJobInput struct {

	// A unique identifier for the request. If you do not set the client request
	// token, Amazon Comprehend generates one.
	ClientRequestToken *string `min:"1" type:"string" idempotencyToken:"true"`

	// The Amazon Resource Name (ARN) of the AWS Identity and Access Management
	// (IAM) role that grants Amazon Comprehend read access to your input data.
	// For more information, see https://docs.aws.amazon.com/comprehend/latest/dg/access-control-managing-permissions.html#auth-role-permissions
	// (https://docs.aws.amazon.com/comprehend/latest/dg/access-control-managing-permissions.html#auth-role-permissions).
	//
	// DataAccessRoleArn is a required field
	DataAccessRoleArn *string `min:"20" type:"string" required:"true"`

	// Specifies the format and location of the input data for the job.
	//
	// InputDataConfig is a required field
	InputDataConfig *InputDataConfig `type:"structure" required:"true"`

	// The identifier of the job.
	JobName *string `min:"1" type:"string"`

	// The number of topics to detect.
	NumberOfTopics *int64 `min:"1" type:"integer"`

	// Specifies where to send the output files. The output is a compressed archive
	// with two files, topic-terms.csv that lists the terms associated with each
	// topic, and doc-topics.csv that lists the documents associated with each topic
	//
	// OutputDataConfig is a required field
	OutputDataConfig *OutputDataConfig `type:"structure" required:"true"`

	// ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses
	// to encrypt data on the storage volume attached to the ML compute instance(s)
	// that process the analysis job. The VolumeKmsKeyId can be either of the following
	// formats:
	//
	//    * KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// Configuration parameters for an optional private Virtual Private Cloud (VPC)
	// containing the resources you are using for your topic detection job. For
	// more information, see Amazon VPC (https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

type StartTopicsDetectionJobOutput struct {

	// The identifier generated for the job. To get the status of the job, use this
	// identifier with the DescribeTopicDetectionJob operation.
	JobId *string `min:"1" type:"string"`

	// The status of the job:
	//
	//    * SUBMITTED - The job has been received and is queued for processing.
	//
	//    * IN_PROGRESS - Amazon Comprehend is processing the job.
	//
	//    * COMPLETED - The job was successfully completed and the output is available.
	//
	//    * FAILED - The job did not complete. To get details, use the DescribeTopicDetectionJob
	//    operation.
	JobStatus JobStatus `type:"string" enum:"true"`
	// contains filtered or unexported fields
}

type StartTopicsDetectionJobRequest struct {
	*aws.Request
	Input *StartTopicsDetectionJobInput
	Copy  func(*StartTopicsDetectionJobInput) StartTopicsDetectionJobRequest
}

type StartTopicsDetectionJobResponse struct {
	*StartTopicsDetectionJobOutput
	// contains filtered or unexported fields
}

type StopDominantLanguageDetectionJobInput struct {

	// The identifier of the dominant language detection job to stop.
	//
	// JobId is a required field
	JobId *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type StopDominantLanguageDetectionJobOutput struct {

	// The identifier of the dominant language detection job to stop.
	JobId *string `min:"1" type:"string"`

	// Either STOP_REQUESTED if the job is currently running, or STOPPED if the
	// job was previously stopped with the StopDominantLanguageDetectionJob operation.
	JobStatus JobStatus `type:"string" enum:"true"`
	// contains filtered or unexported fields
}

type StopDominantLanguageDetectionJobRequest struct {
	*aws.Request
	Input *StopDominantLanguageDetectionJobInput
	Copy  func(*StopDominantLanguageDetectionJobInput) StopDominantLanguageDetectionJobRequest
}

type StopDominantLanguageDetectionJobResponse struct {
	*StopDominantLanguageDetectionJobOutput
	// contains filtered or unexported fields
}

type StopEntitiesDetectionJobInput struct {

	// The identifier of the entities detection job to stop.
	//
	// JobId is a required field
	JobId *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type StopEntitiesDetectionJobOutput struct {

	// The identifier of the entities detection job to stop.
	JobId *string `min:"1" type:"string"`

	// Either STOP_REQUESTED if the job is currently running, or STOPPED if the
	// job was previously stopped with the StopEntitiesDetectionJob operation.
	JobStatus JobStatus `type:"string" enum:"true"`
	// contains filtered or unexported fields
}

type StopEntitiesDetectionJobRequest struct {
	*aws.Request
	Input *StopEntitiesDetectionJobInput
	Copy  func(*StopEntitiesDetectionJobInput) StopEntitiesDetectionJobRequest
}

type StopEntitiesDetectionJobResponse struct {
	*StopEntitiesDetectionJobOutput
	// contains filtered or unexported fields
}

type StopKeyPhrasesDetectionJobInput struct {

	// The identifier of the key phrases detection job to stop.
	//
	// JobId is a required field
	JobId *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type StopKeyPhrasesDetectionJobOutput struct {

	// The identifier of the key phrases detection job to stop.
	JobId *string `min:"1" type:"string"`

	// Either STOP_REQUESTED if the job is currently running, or STOPPED if the
	// job was previously stopped with the StopKeyPhrasesDetectionJob operation.
	JobStatus JobStatus `type:"string" enum:"true"`
	// contains filtered or unexported fields
}

type StopKeyPhrasesDetectionJobRequest struct {
	*aws.Request
	Input *StopKeyPhrasesDetectionJobInput
	Copy  func(*StopKeyPhrasesDetectionJobInput) StopKeyPhrasesDetectionJobRequest
}

type StopKeyPhrasesDetectionJobResponse struct {
	*StopKeyPhrasesDetectionJobOutput
	// contains filtered or unexported fields
}

type StopSentimentDetectionJobInput struct {

	// The identifier of the sentiment detection job to stop.
	//
	// JobId is a required field
	JobId *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

type StopSentimentDetectionJobOutput struct {

	// The identifier of the sentiment detection job to stop.
	JobId *string `min:"1" type:"string"`

	// Either STOP_REQUESTED if the job is currently running, or STOPPED if the
	// job was previously stopped with the StopSentimentDetectionJob operation.
	JobStatus JobStatus `type:"string" enum:"true"`
	// contains filtered or unexported fields
}

type StopSentimentDetectionJobRequest struct {
	*aws.Request
	Input *StopSentimentDetectionJobInput
	Copy  func(*StopSentimentDetectionJobInput) StopSentimentDetectionJobRequest
}

type StopSentimentDetectionJobResponse struct {
	*StopSentimentDetectionJobOutput
	// contains filtered or unexported fields
}

type StopTrainingDocumentClassifierInput struct {

	// The Amazon Resource Name (ARN) that identifies the document classifier currently
	// being trained.
	//
	// DocumentClassifierArn is a required field
	DocumentClassifierArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

type StopTrainingDocumentClassifierOutput struct {
	// contains filtered or unexported fields
}

type StopTrainingDocumentClassifierRequest struct {
	*aws.Request
	Input *StopTrainingDocumentClassifierInput
	Copy  func(*StopTrainingDocumentClassifierInput) StopTrainingDocumentClassifierRequest
}

type StopTrainingDocumentClassifierResponse struct {
	*StopTrainingDocumentClassifierOutput
	// contains filtered or unexported fields
}

type StopTrainingEntityRecognizerInput struct {

	// The Amazon Resource Name (ARN) that identifies the entity recognizer currently
	// being trained.
	//
	// EntityRecognizerArn is a required field
	EntityRecognizerArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

type StopTrainingEntityRecognizerOutput struct {
	// contains filtered or unexported fields
}

type StopTrainingEntityRecognizerRequest struct {
	*aws.Request
	Input *StopTrainingEntityRecognizerInput
	Copy  func(*StopTrainingEntityRecognizerInput) StopTrainingEntityRecognizerRequest
}

type StopTrainingEntityRecognizerResponse struct {
	*StopTrainingEntityRecognizerOutput
	// contains filtered or unexported fields
}

type SyntaxLanguageCode string

const (
	SyntaxLanguageCodeEn SyntaxLanguageCode = "en"
	SyntaxLanguageCodeEs SyntaxLanguageCode = "es"
	SyntaxLanguageCodeFr SyntaxLanguageCode = "fr"
	SyntaxLanguageCodeDe SyntaxLanguageCode = "de"
	SyntaxLanguageCodeIt SyntaxLanguageCode = "it"
	SyntaxLanguageCodePt SyntaxLanguageCode = "pt"
)