comprehend

type DocumentClassifier struct {
	pulumi.CustomResourceState

	// ARN of the Document Classifier version.
	Arn pulumi.StringOutput `pulumi:"arn"`
	// The ARN for an IAM Role which allows Comprehend to read the training and testing data.
	DataAccessRoleArn pulumi.StringOutput `pulumi:"dataAccessRoleArn"`
	// Configuration for the training and testing data.
	// See the `inputDataConfig` Configuration Block section below.
	InputDataConfig DocumentClassifierInputDataConfigOutput `pulumi:"inputDataConfig"`
	// Two-letter language code for the language.
	// One of `en`, `es`, `fr`, `it`, `de`, or `pt`.
	LanguageCode pulumi.StringOutput `pulumi:"languageCode"`
	// The document classification mode.
	// One of `MULTI_CLASS` or `MULTI_LABEL`.
	// `MULTI_CLASS` is also known as "Single Label" in the AWS Console.
	Mode pulumi.StringPtrOutput `pulumi:"mode"`
	// KMS Key used to encrypt trained Document Classifiers.
	// Can be a KMS Key ID or a KMS Key ARN.
	ModelKmsKeyId pulumi.StringPtrOutput `pulumi:"modelKmsKeyId"`
	// Name for the Document Classifier.
	// Has a maximum length of 63 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	//
	// The following arguments are optional:
	Name pulumi.StringOutput `pulumi:"name"`
	// Configuration for the output results of training.
	// See the `outputDataConfig` Configuration Block section below.
	OutputDataConfig DocumentClassifierOutputDataConfigOutput `pulumi:"outputDataConfig"`
	// Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.
	Region pulumi.StringOutput `pulumi:"region"`
	// A map of tags to assign to the resource. If configured with a provider `defaultTags` Configuration Block present, tags with matching keys will overwrite those defined at the provider-level.
	Tags pulumi.StringMapOutput `pulumi:"tags"`
	// A map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block.
	TagsAll pulumi.StringMapOutput `pulumi:"tagsAll"`
	// Name for the version of the Document Classifier.
	// Each version must have a unique name within the Document Classifier.
	// If omitted, the provider will assign a random, unique version name.
	// If explicitly set to `""`, no version name will be set.
	// Has a maximum length of 63 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	// Conflicts with `versionNamePrefix`.
	VersionName pulumi.StringOutput `pulumi:"versionName"`
	// Creates a unique version name beginning with the specified prefix.
	// Has a maximum length of 37 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	// Conflicts with `versionName`.
	VersionNamePrefix pulumi.StringOutput `pulumi:"versionNamePrefix"`
	// KMS Key used to encrypt storage volumes during job processing.
	// Can be a KMS Key ID or a KMS Key ARN.
	VolumeKmsKeyId pulumi.StringPtrOutput `pulumi:"volumeKmsKeyId"`
	// Configuration parameters for VPC to contain Document Classifier resources.
	// See the `vpcConfig` Configuration Block section below.
	VpcConfig DocumentClassifierVpcConfigPtrOutput `pulumi:"vpcConfig"`
}

type DocumentClassifierArgs struct {
	// The ARN for an IAM Role which allows Comprehend to read the training and testing data.
	DataAccessRoleArn pulumi.StringInput
	// Configuration for the training and testing data.
	// See the `inputDataConfig` Configuration Block section below.
	InputDataConfig DocumentClassifierInputDataConfigInput
	// Two-letter language code for the language.
	// One of `en`, `es`, `fr`, `it`, `de`, or `pt`.
	LanguageCode pulumi.StringInput
	// The document classification mode.
	// One of `MULTI_CLASS` or `MULTI_LABEL`.
	// `MULTI_CLASS` is also known as "Single Label" in the AWS Console.
	Mode pulumi.StringPtrInput
	// KMS Key used to encrypt trained Document Classifiers.
	// Can be a KMS Key ID or a KMS Key ARN.
	ModelKmsKeyId pulumi.StringPtrInput
	// Name for the Document Classifier.
	// Has a maximum length of 63 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	//
	// The following arguments are optional:
	Name pulumi.StringPtrInput
	// Configuration for the output results of training.
	// See the `outputDataConfig` Configuration Block section below.
	OutputDataConfig DocumentClassifierOutputDataConfigPtrInput
	// Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.
	Region pulumi.StringPtrInput
	// A map of tags to assign to the resource. If configured with a provider `defaultTags` Configuration Block present, tags with matching keys will overwrite those defined at the provider-level.
	Tags pulumi.StringMapInput
	// Name for the version of the Document Classifier.
	// Each version must have a unique name within the Document Classifier.
	// If omitted, the provider will assign a random, unique version name.
	// If explicitly set to `""`, no version name will be set.
	// Has a maximum length of 63 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	// Conflicts with `versionNamePrefix`.
	VersionName pulumi.StringPtrInput
	// Creates a unique version name beginning with the specified prefix.
	// Has a maximum length of 37 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	// Conflicts with `versionName`.
	VersionNamePrefix pulumi.StringPtrInput
	// KMS Key used to encrypt storage volumes during job processing.
	// Can be a KMS Key ID or a KMS Key ARN.
	VolumeKmsKeyId pulumi.StringPtrInput
	// Configuration parameters for VPC to contain Document Classifier resources.
	// See the `vpcConfig` Configuration Block section below.
	VpcConfig DocumentClassifierVpcConfigPtrInput
}

type DocumentClassifierArray []DocumentClassifierInput

type DocumentClassifierArrayInput interface {
	pulumi.Input

	ToDocumentClassifierArrayOutput() DocumentClassifierArrayOutput
	ToDocumentClassifierArrayOutputWithContext(context.Context) DocumentClassifierArrayOutput
}

type DocumentClassifierArrayOutput struct{ *pulumi.OutputState }

type DocumentClassifierInput interface {
	pulumi.Input

	ToDocumentClassifierOutput() DocumentClassifierOutput
	ToDocumentClassifierOutputWithContext(ctx context.Context) DocumentClassifierOutput
}

type DocumentClassifierInputDataConfig struct {
	// List of training datasets produced by Amazon SageMaker AI Ground Truth.
	// Used if `dataFormat` is `AUGMENTED_MANIFEST`.
	// See the `augmentedManifests` Configuration Block section below.
	AugmentedManifests []DocumentClassifierInputDataConfigAugmentedManifest `pulumi:"augmentedManifests"`
	// The format for the training data.
	// One of `COMPREHEND_CSV` or `AUGMENTED_MANIFEST`.
	DataFormat *string `pulumi:"dataFormat"`
	// Delimiter between labels when training a multi-label classifier.
	// Valid values are `|`, `~`, `!`, `@`, `#`, `$`, `%`, `^`, `*`, `-`, `_`, `+`, `=`, `\`, `:`, `;`, `>`, `?`, `/`, `<space>`, and `<tab>`.
	// Default is `|`.
	LabelDelimiter *string `pulumi:"labelDelimiter"`
	// Location of training documents.
	// Used if `dataFormat` is `COMPREHEND_CSV`.
	S3Uri     *string `pulumi:"s3Uri"`
	TestS3Uri *string `pulumi:"testS3Uri"`
}

type DocumentClassifierInputDataConfigArgs struct {
	// List of training datasets produced by Amazon SageMaker AI Ground Truth.
	// Used if `dataFormat` is `AUGMENTED_MANIFEST`.
	// See the `augmentedManifests` Configuration Block section below.
	AugmentedManifests DocumentClassifierInputDataConfigAugmentedManifestArrayInput `pulumi:"augmentedManifests"`
	// The format for the training data.
	// One of `COMPREHEND_CSV` or `AUGMENTED_MANIFEST`.
	DataFormat pulumi.StringPtrInput `pulumi:"dataFormat"`
	// Delimiter between labels when training a multi-label classifier.
	// Valid values are `|`, `~`, `!`, `@`, `#`, `$`, `%`, `^`, `*`, `-`, `_`, `+`, `=`, `\`, `:`, `;`, `>`, `?`, `/`, `<space>`, and `<tab>`.
	// Default is `|`.
	LabelDelimiter pulumi.StringPtrInput `pulumi:"labelDelimiter"`
	// Location of training documents.
	// Used if `dataFormat` is `COMPREHEND_CSV`.
	S3Uri     pulumi.StringPtrInput `pulumi:"s3Uri"`
	TestS3Uri pulumi.StringPtrInput `pulumi:"testS3Uri"`
}

type DocumentClassifierInputDataConfigAugmentedManifest struct {
	// Location of annotation files.
	AnnotationDataS3Uri *string `pulumi:"annotationDataS3Uri"`
	// The JSON attribute that contains the annotations for the training documents.
	AttributeNames []string `pulumi:"attributeNames"`
	// Type of augmented manifest.
	// One of `PLAIN_TEXT_DOCUMENT` or `SEMI_STRUCTURED_DOCUMENT`.
	DocumentType *string `pulumi:"documentType"`
	// Location of augmented manifest file.
	S3Uri string `pulumi:"s3Uri"`
	// Location of source PDF files.
	SourceDocumentsS3Uri *string `pulumi:"sourceDocumentsS3Uri"`
	// Purpose of data in augmented manifest.
	// One of `TRAIN` or `TEST`.
	Split *string `pulumi:"split"`
}

type DocumentClassifierInputDataConfigAugmentedManifestArgs struct {
	// Location of annotation files.
	AnnotationDataS3Uri pulumi.StringPtrInput `pulumi:"annotationDataS3Uri"`
	// The JSON attribute that contains the annotations for the training documents.
	AttributeNames pulumi.StringArrayInput `pulumi:"attributeNames"`
	// Type of augmented manifest.
	// One of `PLAIN_TEXT_DOCUMENT` or `SEMI_STRUCTURED_DOCUMENT`.
	DocumentType pulumi.StringPtrInput `pulumi:"documentType"`
	// Location of augmented manifest file.
	S3Uri pulumi.StringInput `pulumi:"s3Uri"`
	// Location of source PDF files.
	SourceDocumentsS3Uri pulumi.StringPtrInput `pulumi:"sourceDocumentsS3Uri"`
	// Purpose of data in augmented manifest.
	// One of `TRAIN` or `TEST`.
	Split pulumi.StringPtrInput `pulumi:"split"`
}

type DocumentClassifierInputDataConfigAugmentedManifestArray []DocumentClassifierInputDataConfigAugmentedManifestInput

type DocumentClassifierInputDataConfigAugmentedManifestArrayInput interface {
	pulumi.Input

	ToDocumentClassifierInputDataConfigAugmentedManifestArrayOutput() DocumentClassifierInputDataConfigAugmentedManifestArrayOutput
	ToDocumentClassifierInputDataConfigAugmentedManifestArrayOutputWithContext(context.Context) DocumentClassifierInputDataConfigAugmentedManifestArrayOutput
}

type DocumentClassifierInputDataConfigAugmentedManifestArrayOutput struct{ *pulumi.OutputState }

type DocumentClassifierInputDataConfigAugmentedManifestInput interface {
	pulumi.Input

	ToDocumentClassifierInputDataConfigAugmentedManifestOutput() DocumentClassifierInputDataConfigAugmentedManifestOutput
	ToDocumentClassifierInputDataConfigAugmentedManifestOutputWithContext(context.Context) DocumentClassifierInputDataConfigAugmentedManifestOutput
}

type DocumentClassifierInputDataConfigAugmentedManifestOutput struct{ *pulumi.OutputState }

type DocumentClassifierInputDataConfigInput interface {
	pulumi.Input

	ToDocumentClassifierInputDataConfigOutput() DocumentClassifierInputDataConfigOutput
	ToDocumentClassifierInputDataConfigOutputWithContext(context.Context) DocumentClassifierInputDataConfigOutput
}

type DocumentClassifierInputDataConfigOutput struct{ *pulumi.OutputState }

type DocumentClassifierInputDataConfigPtrInput interface {
	pulumi.Input

	ToDocumentClassifierInputDataConfigPtrOutput() DocumentClassifierInputDataConfigPtrOutput
	ToDocumentClassifierInputDataConfigPtrOutputWithContext(context.Context) DocumentClassifierInputDataConfigPtrOutput
}

type DocumentClassifierInputDataConfigPtrOutput struct{ *pulumi.OutputState }

type DocumentClassifierMap map[string]DocumentClassifierInput

type DocumentClassifierMapInput interface {
	pulumi.Input

	ToDocumentClassifierMapOutput() DocumentClassifierMapOutput
	ToDocumentClassifierMapOutputWithContext(context.Context) DocumentClassifierMapOutput
}

type DocumentClassifierMapOutput struct{ *pulumi.OutputState }

type DocumentClassifierOutput struct{ *pulumi.OutputState }

type DocumentClassifierOutputDataConfig struct {
	// KMS Key used to encrypt the output documents.
	// Can be a KMS Key ID, a KMS Key ARN, a KMS Alias name, or a KMS Alias ARN.
	KmsKeyId *string `pulumi:"kmsKeyId"`
	// Full path for the output documents.
	OutputS3Uri *string `pulumi:"outputS3Uri"`
	// Destination path for the output documents.
	// The full path to the output file will be returned in `outputS3Uri`.
	S3Uri string `pulumi:"s3Uri"`
}

type DocumentClassifierOutputDataConfigArgs struct {
	// KMS Key used to encrypt the output documents.
	// Can be a KMS Key ID, a KMS Key ARN, a KMS Alias name, or a KMS Alias ARN.
	KmsKeyId pulumi.StringPtrInput `pulumi:"kmsKeyId"`
	// Full path for the output documents.
	OutputS3Uri pulumi.StringPtrInput `pulumi:"outputS3Uri"`
	// Destination path for the output documents.
	// The full path to the output file will be returned in `outputS3Uri`.
	S3Uri pulumi.StringInput `pulumi:"s3Uri"`
}

type DocumentClassifierOutputDataConfigInput interface {
	pulumi.Input

	ToDocumentClassifierOutputDataConfigOutput() DocumentClassifierOutputDataConfigOutput
	ToDocumentClassifierOutputDataConfigOutputWithContext(context.Context) DocumentClassifierOutputDataConfigOutput
}

type DocumentClassifierOutputDataConfigOutput struct{ *pulumi.OutputState }

type DocumentClassifierOutputDataConfigPtrInput interface {
	pulumi.Input

	ToDocumentClassifierOutputDataConfigPtrOutput() DocumentClassifierOutputDataConfigPtrOutput
	ToDocumentClassifierOutputDataConfigPtrOutputWithContext(context.Context) DocumentClassifierOutputDataConfigPtrOutput
}

type DocumentClassifierOutputDataConfigPtrOutput struct{ *pulumi.OutputState }

type DocumentClassifierState struct {
	// ARN of the Document Classifier version.
	Arn pulumi.StringPtrInput
	// The ARN for an IAM Role which allows Comprehend to read the training and testing data.
	DataAccessRoleArn pulumi.StringPtrInput
	// Configuration for the training and testing data.
	// See the `inputDataConfig` Configuration Block section below.
	InputDataConfig DocumentClassifierInputDataConfigPtrInput
	// Two-letter language code for the language.
	// One of `en`, `es`, `fr`, `it`, `de`, or `pt`.
	LanguageCode pulumi.StringPtrInput
	// The document classification mode.
	// One of `MULTI_CLASS` or `MULTI_LABEL`.
	// `MULTI_CLASS` is also known as "Single Label" in the AWS Console.
	Mode pulumi.StringPtrInput
	// KMS Key used to encrypt trained Document Classifiers.
	// Can be a KMS Key ID or a KMS Key ARN.
	ModelKmsKeyId pulumi.StringPtrInput
	// Name for the Document Classifier.
	// Has a maximum length of 63 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	//
	// The following arguments are optional:
	Name pulumi.StringPtrInput
	// Configuration for the output results of training.
	// See the `outputDataConfig` Configuration Block section below.
	OutputDataConfig DocumentClassifierOutputDataConfigPtrInput
	// Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.
	Region pulumi.StringPtrInput
	// A map of tags to assign to the resource. If configured with a provider `defaultTags` Configuration Block present, tags with matching keys will overwrite those defined at the provider-level.
	Tags pulumi.StringMapInput
	// A map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block.
	TagsAll pulumi.StringMapInput
	// Name for the version of the Document Classifier.
	// Each version must have a unique name within the Document Classifier.
	// If omitted, the provider will assign a random, unique version name.
	// If explicitly set to `""`, no version name will be set.
	// Has a maximum length of 63 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	// Conflicts with `versionNamePrefix`.
	VersionName pulumi.StringPtrInput
	// Creates a unique version name beginning with the specified prefix.
	// Has a maximum length of 37 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	// Conflicts with `versionName`.
	VersionNamePrefix pulumi.StringPtrInput
	// KMS Key used to encrypt storage volumes during job processing.
	// Can be a KMS Key ID or a KMS Key ARN.
	VolumeKmsKeyId pulumi.StringPtrInput
	// Configuration parameters for VPC to contain Document Classifier resources.
	// See the `vpcConfig` Configuration Block section below.
	VpcConfig DocumentClassifierVpcConfigPtrInput
}

type DocumentClassifierVpcConfig struct {
	// List of security group IDs.
	SecurityGroupIds []string `pulumi:"securityGroupIds"`
	// List of VPC subnets.
	Subnets []string `pulumi:"subnets"`
}

type DocumentClassifierVpcConfigArgs struct {
	// List of security group IDs.
	SecurityGroupIds pulumi.StringArrayInput `pulumi:"securityGroupIds"`
	// List of VPC subnets.
	Subnets pulumi.StringArrayInput `pulumi:"subnets"`
}

type DocumentClassifierVpcConfigInput interface {
	pulumi.Input

	ToDocumentClassifierVpcConfigOutput() DocumentClassifierVpcConfigOutput
	ToDocumentClassifierVpcConfigOutputWithContext(context.Context) DocumentClassifierVpcConfigOutput
}

type DocumentClassifierVpcConfigOutput struct{ *pulumi.OutputState }

type DocumentClassifierVpcConfigPtrInput interface {
	pulumi.Input

	ToDocumentClassifierVpcConfigPtrOutput() DocumentClassifierVpcConfigPtrOutput
	ToDocumentClassifierVpcConfigPtrOutputWithContext(context.Context) DocumentClassifierVpcConfigPtrOutput
}

type DocumentClassifierVpcConfigPtrOutput struct{ *pulumi.OutputState }

type EntityRecognizer struct {
	pulumi.CustomResourceState

	// ARN of the Entity Recognizer version.
	Arn pulumi.StringOutput `pulumi:"arn"`
	// The ARN for an IAM Role which allows Comprehend to read the training and testing data.
	DataAccessRoleArn pulumi.StringOutput `pulumi:"dataAccessRoleArn"`
	// Configuration for the training and testing data.
	// See the `inputDataConfig` Configuration Block section below.
	InputDataConfig EntityRecognizerInputDataConfigOutput `pulumi:"inputDataConfig"`
	// Two-letter language code for the language.
	// One of `en`, `es`, `fr`, `it`, `de`, or `pt`.
	LanguageCode pulumi.StringOutput `pulumi:"languageCode"`
	// The ID or ARN of a KMS Key used to encrypt trained Entity Recognizers.
	ModelKmsKeyId pulumi.StringPtrOutput `pulumi:"modelKmsKeyId"`
	// Name for the Entity Recognizer.
	// Has a maximum length of 63 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	//
	// The following arguments are optional:
	Name pulumi.StringOutput `pulumi:"name"`
	// Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.
	Region pulumi.StringOutput `pulumi:"region"`
	// A map of tags to assign to the resource. If configured with a provider `defaultTags` Configuration Block present, tags with matching keys will overwrite those defined at the provider-level.
	Tags pulumi.StringMapOutput `pulumi:"tags"`
	// A map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block.
	TagsAll pulumi.StringMapOutput `pulumi:"tagsAll"`
	// Name for the version of the Entity Recognizer.
	// Each version must have a unique name within the Entity Recognizer.
	// If omitted, the provider will assign a random, unique version name.
	// If explicitly set to `""`, no version name will be set.
	// Has a maximum length of 63 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	// Conflicts with `versionNamePrefix`.
	VersionName pulumi.StringOutput `pulumi:"versionName"`
	// Creates a unique version name beginning with the specified prefix.
	// Has a maximum length of 37 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	// Conflicts with `versionName`.
	VersionNamePrefix pulumi.StringOutput `pulumi:"versionNamePrefix"`
	// ID or ARN of a KMS Key used to encrypt storage volumes during job processing.
	VolumeKmsKeyId pulumi.StringPtrOutput `pulumi:"volumeKmsKeyId"`
	// Configuration parameters for VPC to contain Entity Recognizer resources.
	// See the `vpcConfig` Configuration Block section below.
	VpcConfig EntityRecognizerVpcConfigPtrOutput `pulumi:"vpcConfig"`
}

type EntityRecognizerArgs struct {
	// The ARN for an IAM Role which allows Comprehend to read the training and testing data.
	DataAccessRoleArn pulumi.StringInput
	// Configuration for the training and testing data.
	// See the `inputDataConfig` Configuration Block section below.
	InputDataConfig EntityRecognizerInputDataConfigInput
	// Two-letter language code for the language.
	// One of `en`, `es`, `fr`, `it`, `de`, or `pt`.
	LanguageCode pulumi.StringInput
	// The ID or ARN of a KMS Key used to encrypt trained Entity Recognizers.
	ModelKmsKeyId pulumi.StringPtrInput
	// Name for the Entity Recognizer.
	// Has a maximum length of 63 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	//
	// The following arguments are optional:
	Name pulumi.StringPtrInput
	// Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.
	Region pulumi.StringPtrInput
	// A map of tags to assign to the resource. If configured with a provider `defaultTags` Configuration Block present, tags with matching keys will overwrite those defined at the provider-level.
	Tags pulumi.StringMapInput
	// Name for the version of the Entity Recognizer.
	// Each version must have a unique name within the Entity Recognizer.
	// If omitted, the provider will assign a random, unique version name.
	// If explicitly set to `""`, no version name will be set.
	// Has a maximum length of 63 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	// Conflicts with `versionNamePrefix`.
	VersionName pulumi.StringPtrInput
	// Creates a unique version name beginning with the specified prefix.
	// Has a maximum length of 37 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	// Conflicts with `versionName`.
	VersionNamePrefix pulumi.StringPtrInput
	// ID or ARN of a KMS Key used to encrypt storage volumes during job processing.
	VolumeKmsKeyId pulumi.StringPtrInput
	// Configuration parameters for VPC to contain Entity Recognizer resources.
	// See the `vpcConfig` Configuration Block section below.
	VpcConfig EntityRecognizerVpcConfigPtrInput
}

type EntityRecognizerArray []EntityRecognizerInput

type EntityRecognizerArrayInput interface {
	pulumi.Input

	ToEntityRecognizerArrayOutput() EntityRecognizerArrayOutput
	ToEntityRecognizerArrayOutputWithContext(context.Context) EntityRecognizerArrayOutput
}

type EntityRecognizerArrayOutput struct{ *pulumi.OutputState }

type EntityRecognizerInput interface {
	pulumi.Input

	ToEntityRecognizerOutput() EntityRecognizerOutput
	ToEntityRecognizerOutputWithContext(ctx context.Context) EntityRecognizerOutput
}

type EntityRecognizerInputDataConfig struct {
	// Specifies location of the document annotation data.
	// See the `annotations` Configuration Block section below.
	// One of `annotations` or `entityList` is required.
	Annotations *EntityRecognizerInputDataConfigAnnotations `pulumi:"annotations"`
	// List of training datasets produced by Amazon SageMaker AI Ground Truth.
	// Used if `dataFormat` is `AUGMENTED_MANIFEST`.
	// See the `augmentedManifests` Configuration Block section below.
	AugmentedManifests []EntityRecognizerInputDataConfigAugmentedManifest `pulumi:"augmentedManifests"`
	// The format for the training data.
	// One of `COMPREHEND_CSV` or `AUGMENTED_MANIFEST`.
	DataFormat *string `pulumi:"dataFormat"`
	// Specifies a collection of training documents.
	// Used if `dataFormat` is `COMPREHEND_CSV`.
	// See the `documents` Configuration Block section below.
	Documents *EntityRecognizerInputDataConfigDocuments `pulumi:"documents"`
	// Specifies location of the entity list data.
	// See the `entityList` Configuration Block section below.
	// One of `entityList` or `annotations` is required.
	EntityList *EntityRecognizerInputDataConfigEntityList `pulumi:"entityList"`
	// Set of entity types to be recognized.
	// Has a maximum of 25 items.
	// See the `entityTypes` Configuration Block section below.
	EntityTypes []EntityRecognizerInputDataConfigEntityType `pulumi:"entityTypes"`
}

type EntityRecognizerInputDataConfigAnnotations struct {
	// Location of training annotations.
	S3Uri     string  `pulumi:"s3Uri"`
	TestS3Uri *string `pulumi:"testS3Uri"`
}

type EntityRecognizerInputDataConfigAnnotationsArgs struct {
	// Location of training annotations.
	S3Uri     pulumi.StringInput    `pulumi:"s3Uri"`
	TestS3Uri pulumi.StringPtrInput `pulumi:"testS3Uri"`
}

type EntityRecognizerInputDataConfigAnnotationsInput interface {
	pulumi.Input

	ToEntityRecognizerInputDataConfigAnnotationsOutput() EntityRecognizerInputDataConfigAnnotationsOutput
	ToEntityRecognizerInputDataConfigAnnotationsOutputWithContext(context.Context) EntityRecognizerInputDataConfigAnnotationsOutput
}

type EntityRecognizerInputDataConfigAnnotationsOutput struct{ *pulumi.OutputState }

type EntityRecognizerInputDataConfigAnnotationsPtrInput interface {
	pulumi.Input

	ToEntityRecognizerInputDataConfigAnnotationsPtrOutput() EntityRecognizerInputDataConfigAnnotationsPtrOutput
	ToEntityRecognizerInputDataConfigAnnotationsPtrOutputWithContext(context.Context) EntityRecognizerInputDataConfigAnnotationsPtrOutput
}

type EntityRecognizerInputDataConfigAnnotationsPtrOutput struct{ *pulumi.OutputState }

type EntityRecognizerInputDataConfigArgs struct {
	// Specifies location of the document annotation data.
	// See the `annotations` Configuration Block section below.
	// One of `annotations` or `entityList` is required.
	Annotations EntityRecognizerInputDataConfigAnnotationsPtrInput `pulumi:"annotations"`
	// List of training datasets produced by Amazon SageMaker AI Ground Truth.
	// Used if `dataFormat` is `AUGMENTED_MANIFEST`.
	// See the `augmentedManifests` Configuration Block section below.
	AugmentedManifests EntityRecognizerInputDataConfigAugmentedManifestArrayInput `pulumi:"augmentedManifests"`
	// The format for the training data.
	// One of `COMPREHEND_CSV` or `AUGMENTED_MANIFEST`.
	DataFormat pulumi.StringPtrInput `pulumi:"dataFormat"`
	// Specifies a collection of training documents.
	// Used if `dataFormat` is `COMPREHEND_CSV`.
	// See the `documents` Configuration Block section below.
	Documents EntityRecognizerInputDataConfigDocumentsPtrInput `pulumi:"documents"`
	// Specifies location of the entity list data.
	// See the `entityList` Configuration Block section below.
	// One of `entityList` or `annotations` is required.
	EntityList EntityRecognizerInputDataConfigEntityListPtrInput `pulumi:"entityList"`
	// Set of entity types to be recognized.
	// Has a maximum of 25 items.
	// See the `entityTypes` Configuration Block section below.
	EntityTypes EntityRecognizerInputDataConfigEntityTypeArrayInput `pulumi:"entityTypes"`
}

type EntityRecognizerInputDataConfigAugmentedManifest struct {
	// Location of annotation files.
	AnnotationDataS3Uri *string `pulumi:"annotationDataS3Uri"`
	// The JSON attribute that contains the annotations for the training documents.
	AttributeNames []string `pulumi:"attributeNames"`
	// Type of augmented manifest.
	// One of `PLAIN_TEXT_DOCUMENT` or `SEMI_STRUCTURED_DOCUMENT`.
	DocumentType *string `pulumi:"documentType"`
	// Location of augmented manifest file.
	S3Uri string `pulumi:"s3Uri"`
	// Location of source PDF files.
	SourceDocumentsS3Uri *string `pulumi:"sourceDocumentsS3Uri"`
	// Purpose of data in augmented manifest.
	// One of `TRAIN` or `TEST`.
	Split *string `pulumi:"split"`
}

type EntityRecognizerInputDataConfigAugmentedManifestArgs struct {
	// Location of annotation files.
	AnnotationDataS3Uri pulumi.StringPtrInput `pulumi:"annotationDataS3Uri"`
	// The JSON attribute that contains the annotations for the training documents.
	AttributeNames pulumi.StringArrayInput `pulumi:"attributeNames"`
	// Type of augmented manifest.
	// One of `PLAIN_TEXT_DOCUMENT` or `SEMI_STRUCTURED_DOCUMENT`.
	DocumentType pulumi.StringPtrInput `pulumi:"documentType"`
	// Location of augmented manifest file.
	S3Uri pulumi.StringInput `pulumi:"s3Uri"`
	// Location of source PDF files.
	SourceDocumentsS3Uri pulumi.StringPtrInput `pulumi:"sourceDocumentsS3Uri"`
	// Purpose of data in augmented manifest.
	// One of `TRAIN` or `TEST`.
	Split pulumi.StringPtrInput `pulumi:"split"`
}

type EntityRecognizerInputDataConfigAugmentedManifestArray []EntityRecognizerInputDataConfigAugmentedManifestInput

type EntityRecognizerInputDataConfigAugmentedManifestArrayInput interface {
	pulumi.Input

	ToEntityRecognizerInputDataConfigAugmentedManifestArrayOutput() EntityRecognizerInputDataConfigAugmentedManifestArrayOutput
	ToEntityRecognizerInputDataConfigAugmentedManifestArrayOutputWithContext(context.Context) EntityRecognizerInputDataConfigAugmentedManifestArrayOutput
}

type EntityRecognizerInputDataConfigAugmentedManifestArrayOutput struct{ *pulumi.OutputState }

type EntityRecognizerInputDataConfigAugmentedManifestInput interface {
	pulumi.Input

	ToEntityRecognizerInputDataConfigAugmentedManifestOutput() EntityRecognizerInputDataConfigAugmentedManifestOutput
	ToEntityRecognizerInputDataConfigAugmentedManifestOutputWithContext(context.Context) EntityRecognizerInputDataConfigAugmentedManifestOutput
}

type EntityRecognizerInputDataConfigAugmentedManifestOutput struct{ *pulumi.OutputState }

type EntityRecognizerInputDataConfigDocuments struct {
	// Specifies how the input files should be processed.
	// One of `ONE_DOC_PER_LINE` or `ONE_DOC_PER_FILE`.
	InputFormat *string `pulumi:"inputFormat"`
	// Location of training documents.
	S3Uri     string  `pulumi:"s3Uri"`
	TestS3Uri *string `pulumi:"testS3Uri"`
}

type EntityRecognizerInputDataConfigDocumentsArgs struct {
	// Specifies how the input files should be processed.
	// One of `ONE_DOC_PER_LINE` or `ONE_DOC_PER_FILE`.
	InputFormat pulumi.StringPtrInput `pulumi:"inputFormat"`
	// Location of training documents.
	S3Uri     pulumi.StringInput    `pulumi:"s3Uri"`
	TestS3Uri pulumi.StringPtrInput `pulumi:"testS3Uri"`
}

type EntityRecognizerInputDataConfigDocumentsInput interface {
	pulumi.Input

	ToEntityRecognizerInputDataConfigDocumentsOutput() EntityRecognizerInputDataConfigDocumentsOutput
	ToEntityRecognizerInputDataConfigDocumentsOutputWithContext(context.Context) EntityRecognizerInputDataConfigDocumentsOutput
}

type EntityRecognizerInputDataConfigDocumentsOutput struct{ *pulumi.OutputState }

type EntityRecognizerInputDataConfigDocumentsPtrInput interface {
	pulumi.Input

	ToEntityRecognizerInputDataConfigDocumentsPtrOutput() EntityRecognizerInputDataConfigDocumentsPtrOutput
	ToEntityRecognizerInputDataConfigDocumentsPtrOutputWithContext(context.Context) EntityRecognizerInputDataConfigDocumentsPtrOutput
}

type EntityRecognizerInputDataConfigDocumentsPtrOutput struct{ *pulumi.OutputState }

type EntityRecognizerInputDataConfigEntityList struct {
	// Location of entity list.
	S3Uri string `pulumi:"s3Uri"`
}

type EntityRecognizerInputDataConfigEntityListArgs struct {
	// Location of entity list.
	S3Uri pulumi.StringInput `pulumi:"s3Uri"`
}

type EntityRecognizerInputDataConfigEntityListInput interface {
	pulumi.Input

	ToEntityRecognizerInputDataConfigEntityListOutput() EntityRecognizerInputDataConfigEntityListOutput
	ToEntityRecognizerInputDataConfigEntityListOutputWithContext(context.Context) EntityRecognizerInputDataConfigEntityListOutput
}

type EntityRecognizerInputDataConfigEntityListOutput struct{ *pulumi.OutputState }

type EntityRecognizerInputDataConfigEntityListPtrInput interface {
	pulumi.Input

	ToEntityRecognizerInputDataConfigEntityListPtrOutput() EntityRecognizerInputDataConfigEntityListPtrOutput
	ToEntityRecognizerInputDataConfigEntityListPtrOutputWithContext(context.Context) EntityRecognizerInputDataConfigEntityListPtrOutput
}

type EntityRecognizerInputDataConfigEntityListPtrOutput struct{ *pulumi.OutputState }

type EntityRecognizerInputDataConfigEntityType struct {
	// An entity type to be matched by the Entity Recognizer.
	// Cannot contain a newline (`\n`), carriage return (`\r`), or tab (`\t`).
	Type string `pulumi:"type"`
}

type EntityRecognizerInputDataConfigEntityTypeArgs struct {
	// An entity type to be matched by the Entity Recognizer.
	// Cannot contain a newline (`\n`), carriage return (`\r`), or tab (`\t`).
	Type pulumi.StringInput `pulumi:"type"`
}

type EntityRecognizerInputDataConfigEntityTypeArray []EntityRecognizerInputDataConfigEntityTypeInput

type EntityRecognizerInputDataConfigEntityTypeArrayInput interface {
	pulumi.Input

	ToEntityRecognizerInputDataConfigEntityTypeArrayOutput() EntityRecognizerInputDataConfigEntityTypeArrayOutput
	ToEntityRecognizerInputDataConfigEntityTypeArrayOutputWithContext(context.Context) EntityRecognizerInputDataConfigEntityTypeArrayOutput
}

type EntityRecognizerInputDataConfigEntityTypeArrayOutput struct{ *pulumi.OutputState }

type EntityRecognizerInputDataConfigEntityTypeInput interface {
	pulumi.Input

	ToEntityRecognizerInputDataConfigEntityTypeOutput() EntityRecognizerInputDataConfigEntityTypeOutput
	ToEntityRecognizerInputDataConfigEntityTypeOutputWithContext(context.Context) EntityRecognizerInputDataConfigEntityTypeOutput
}

type EntityRecognizerInputDataConfigEntityTypeOutput struct{ *pulumi.OutputState }

type EntityRecognizerInputDataConfigInput interface {
	pulumi.Input

	ToEntityRecognizerInputDataConfigOutput() EntityRecognizerInputDataConfigOutput
	ToEntityRecognizerInputDataConfigOutputWithContext(context.Context) EntityRecognizerInputDataConfigOutput
}

type EntityRecognizerInputDataConfigOutput struct{ *pulumi.OutputState }

type EntityRecognizerInputDataConfigPtrInput interface {
	pulumi.Input

	ToEntityRecognizerInputDataConfigPtrOutput() EntityRecognizerInputDataConfigPtrOutput
	ToEntityRecognizerInputDataConfigPtrOutputWithContext(context.Context) EntityRecognizerInputDataConfigPtrOutput
}

type EntityRecognizerInputDataConfigPtrOutput struct{ *pulumi.OutputState }

type EntityRecognizerMap map[string]EntityRecognizerInput

type EntityRecognizerMapInput interface {
	pulumi.Input

	ToEntityRecognizerMapOutput() EntityRecognizerMapOutput
	ToEntityRecognizerMapOutputWithContext(context.Context) EntityRecognizerMapOutput
}

type EntityRecognizerMapOutput struct{ *pulumi.OutputState }

type EntityRecognizerOutput struct{ *pulumi.OutputState }

type EntityRecognizerState struct {
	// ARN of the Entity Recognizer version.
	Arn pulumi.StringPtrInput
	// The ARN for an IAM Role which allows Comprehend to read the training and testing data.
	DataAccessRoleArn pulumi.StringPtrInput
	// Configuration for the training and testing data.
	// See the `inputDataConfig` Configuration Block section below.
	InputDataConfig EntityRecognizerInputDataConfigPtrInput
	// Two-letter language code for the language.
	// One of `en`, `es`, `fr`, `it`, `de`, or `pt`.
	LanguageCode pulumi.StringPtrInput
	// The ID or ARN of a KMS Key used to encrypt trained Entity Recognizers.
	ModelKmsKeyId pulumi.StringPtrInput
	// Name for the Entity Recognizer.
	// Has a maximum length of 63 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	//
	// The following arguments are optional:
	Name pulumi.StringPtrInput
	// Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.
	Region pulumi.StringPtrInput
	// A map of tags to assign to the resource. If configured with a provider `defaultTags` Configuration Block present, tags with matching keys will overwrite those defined at the provider-level.
	Tags pulumi.StringMapInput
	// A map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block.
	TagsAll pulumi.StringMapInput
	// Name for the version of the Entity Recognizer.
	// Each version must have a unique name within the Entity Recognizer.
	// If omitted, the provider will assign a random, unique version name.
	// If explicitly set to `""`, no version name will be set.
	// Has a maximum length of 63 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	// Conflicts with `versionNamePrefix`.
	VersionName pulumi.StringPtrInput
	// Creates a unique version name beginning with the specified prefix.
	// Has a maximum length of 37 characters.
	// Can contain upper- and lower-case letters, numbers, and hypen (`-`).
	// Conflicts with `versionName`.
	VersionNamePrefix pulumi.StringPtrInput
	// ID or ARN of a KMS Key used to encrypt storage volumes during job processing.
	VolumeKmsKeyId pulumi.StringPtrInput
	// Configuration parameters for VPC to contain Entity Recognizer resources.
	// See the `vpcConfig` Configuration Block section below.
	VpcConfig EntityRecognizerVpcConfigPtrInput
}

type EntityRecognizerVpcConfig struct {
	// List of security group IDs.
	SecurityGroupIds []string `pulumi:"securityGroupIds"`
	// List of VPC subnets.
	Subnets []string `pulumi:"subnets"`
}

type EntityRecognizerVpcConfigArgs struct {
	// List of security group IDs.
	SecurityGroupIds pulumi.StringArrayInput `pulumi:"securityGroupIds"`
	// List of VPC subnets.
	Subnets pulumi.StringArrayInput `pulumi:"subnets"`
}

type EntityRecognizerVpcConfigInput interface {
	pulumi.Input

	ToEntityRecognizerVpcConfigOutput() EntityRecognizerVpcConfigOutput
	ToEntityRecognizerVpcConfigOutputWithContext(context.Context) EntityRecognizerVpcConfigOutput
}

type EntityRecognizerVpcConfigOutput struct{ *pulumi.OutputState }

type EntityRecognizerVpcConfigPtrInput interface {
	pulumi.Input

	ToEntityRecognizerVpcConfigPtrOutput() EntityRecognizerVpcConfigPtrOutput
	ToEntityRecognizerVpcConfigPtrOutputWithContext(context.Context) EntityRecognizerVpcConfigPtrOutput
}

type EntityRecognizerVpcConfigPtrOutput struct{ *pulumi.OutputState }