Class: Aws::Comprehend::Types::CreateEntityRecognizerRequest

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-comprehend/lib/aws-sdk-comprehend/types.rb

Overview

Note:

When making an API call, you may pass CreateEntityRecognizerRequest data as a hash:

{
  recognizer_name: "ComprehendArnName", # required
  version_name: "VersionName",
  data_access_role_arn: "IamRoleArn", # required
  tags: [
    {
      key: "TagKey", # required
      value: "TagValue",
    },
  ],
  input_data_config: { # required
    data_format: "COMPREHEND_CSV", # accepts COMPREHEND_CSV, AUGMENTED_MANIFEST
    entity_types: [ # required
      {
        type: "EntityTypeName", # required
      },
    ],
    documents: {
      s3_uri: "S3Uri", # required
      test_s3_uri: "S3Uri",
      input_format: "ONE_DOC_PER_FILE", # accepts ONE_DOC_PER_FILE, ONE_DOC_PER_LINE
    },
    annotations: {
      s3_uri: "S3Uri", # required
      test_s3_uri: "S3Uri",
    },
    entity_list: {
      s3_uri: "S3Uri", # required
    },
    augmented_manifests: [
      {
        s3_uri: "S3Uri", # required
        split: "TRAIN", # accepts TRAIN, TEST
        attribute_names: ["AttributeNamesListItem"], # required
        annotation_data_s3_uri: "S3Uri",
        source_documents_s3_uri: "S3Uri",
        document_type: "PLAIN_TEXT_DOCUMENT", # accepts PLAIN_TEXT_DOCUMENT, SEMI_STRUCTURED_DOCUMENT
      },
    ],
  },
  client_request_token: "ClientRequestTokenString",
  language_code: "en", # required, accepts en, es, fr, de, it, pt, ar, hi, ja, ko, zh, zh-TW
  volume_kms_key_id: "KmsKeyId",
  vpc_config: {
    security_group_ids: ["SecurityGroupId"], # required
    subnets: ["SubnetId"], # required
  },
  model_kms_key_id: "KmsKeyId",
  model_policy: "Policy",
}

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#client_request_tokenString

A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.

A suitable default value is auto-generated. You should normally not need to pass this option.

Returns:

  • (String)


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# File 'gems/aws-sdk-comprehend/lib/aws-sdk-comprehend/types.rb', line 1156

class CreateEntityRecognizerRequest < Struct.new(
  :recognizer_name,
  :version_name,
  :data_access_role_arn,
  :tags,
  :input_data_config,
  :client_request_token,
  :language_code,
  :volume_kms_key_id,
  :vpc_config,
  :model_kms_key_id,
  :model_policy)
  SENSITIVE = []
  include Aws::Structure
end

#data_access_role_arnString

The Amazon Resource Name (ARN) of the AWS Identity and Management (IAM) role that grants Amazon Comprehend read access to your input data.

Returns:

  • (String)


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# File 'gems/aws-sdk-comprehend/lib/aws-sdk-comprehend/types.rb', line 1156

class CreateEntityRecognizerRequest < Struct.new(
  :recognizer_name,
  :version_name,
  :data_access_role_arn,
  :tags,
  :input_data_config,
  :client_request_token,
  :language_code,
  :volume_kms_key_id,
  :vpc_config,
  :model_kms_key_id,
  :model_policy)
  SENSITIVE = []
  include Aws::Structure
end

#input_data_configTypes::EntityRecognizerInputDataConfig

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.



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# File 'gems/aws-sdk-comprehend/lib/aws-sdk-comprehend/types.rb', line 1156

class CreateEntityRecognizerRequest < Struct.new(
  :recognizer_name,
  :version_name,
  :data_access_role_arn,
  :tags,
  :input_data_config,
  :client_request_token,
  :language_code,
  :volume_kms_key_id,
  :vpc_config,
  :model_kms_key_id,
  :model_policy)
  SENSITIVE = []
  include Aws::Structure
end

#language_codeString

You can specify any of the following languages supported by Amazon Comprehend: English ("en"), Spanish ("es"), French ("fr"), Italian ("it"), German ("de"), or Portuguese ("pt"). All documents must be in the same language.

Returns:

  • (String)


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# File 'gems/aws-sdk-comprehend/lib/aws-sdk-comprehend/types.rb', line 1156

class CreateEntityRecognizerRequest < Struct.new(
  :recognizer_name,
  :version_name,
  :data_access_role_arn,
  :tags,
  :input_data_config,
  :client_request_token,
  :language_code,
  :volume_kms_key_id,
  :vpc_config,
  :model_kms_key_id,
  :model_policy)
  SENSITIVE = []
  include Aws::Structure
end

#model_kms_key_idString

ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt trained custom models. The ModelKmsKeyId 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"

Returns:

  • (String)


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# File 'gems/aws-sdk-comprehend/lib/aws-sdk-comprehend/types.rb', line 1156

class CreateEntityRecognizerRequest < Struct.new(
  :recognizer_name,
  :version_name,
  :data_access_role_arn,
  :tags,
  :input_data_config,
  :client_request_token,
  :language_code,
  :volume_kms_key_id,
  :vpc_config,
  :model_kms_key_id,
  :model_policy)
  SENSITIVE = []
  include Aws::Structure
end

#model_policyString

The JSON resource-based policy to attach to your custom entity recognizer model. You can use this policy to allow another AWS account to import your custom model.

Provide your JSON as a UTF-8 encoded string without line breaks. To provide valid JSON for your policy, enclose the attribute names and values in double quotes. If the JSON body is also enclosed in double quotes, then you must escape the double quotes that are inside the policy:

"\{"attribute": "value", "attribute": ["value"]\}"

To avoid escaping quotes, you can use single quotes to enclose the policy and double quotes to enclose the JSON names and values:

'\{"attribute": "value", "attribute": ["value"]\}'

Returns:

  • (String)


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# File 'gems/aws-sdk-comprehend/lib/aws-sdk-comprehend/types.rb', line 1156

class CreateEntityRecognizerRequest < Struct.new(
  :recognizer_name,
  :version_name,
  :data_access_role_arn,
  :tags,
  :input_data_config,
  :client_request_token,
  :language_code,
  :volume_kms_key_id,
  :vpc_config,
  :model_kms_key_id,
  :model_policy)
  SENSITIVE = []
  include Aws::Structure
end

#recognizer_nameString

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.

Returns:

  • (String)


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# File 'gems/aws-sdk-comprehend/lib/aws-sdk-comprehend/types.rb', line 1156

class CreateEntityRecognizerRequest < Struct.new(
  :recognizer_name,
  :version_name,
  :data_access_role_arn,
  :tags,
  :input_data_config,
  :client_request_token,
  :language_code,
  :volume_kms_key_id,
  :vpc_config,
  :model_kms_key_id,
  :model_policy)
  SENSITIVE = []
  include Aws::Structure
end

#tagsArray<Types::Tag>

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.

Returns:



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# File 'gems/aws-sdk-comprehend/lib/aws-sdk-comprehend/types.rb', line 1156

class CreateEntityRecognizerRequest < Struct.new(
  :recognizer_name,
  :version_name,
  :data_access_role_arn,
  :tags,
  :input_data_config,
  :client_request_token,
  :language_code,
  :volume_kms_key_id,
  :vpc_config,
  :model_kms_key_id,
  :model_policy)
  SENSITIVE = []
  include Aws::Structure
end

#version_nameString

The version name given to the newly created recognizer. Version names can be a maximum of 256 characters. Alphanumeric characters, hyphens (-) and underscores (_) are allowed. The version name must be unique among all models with the same recognizer name in the account/ AWS Region.

Returns:

  • (String)


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# File 'gems/aws-sdk-comprehend/lib/aws-sdk-comprehend/types.rb', line 1156

class CreateEntityRecognizerRequest < Struct.new(
  :recognizer_name,
  :version_name,
  :data_access_role_arn,
  :tags,
  :input_data_config,
  :client_request_token,
  :language_code,
  :volume_kms_key_id,
  :vpc_config,
  :model_kms_key_id,
  :model_policy)
  SENSITIVE = []
  include Aws::Structure
end

#volume_kms_key_idString

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"

Returns:

  • (String)


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# File 'gems/aws-sdk-comprehend/lib/aws-sdk-comprehend/types.rb', line 1156

class CreateEntityRecognizerRequest < Struct.new(
  :recognizer_name,
  :version_name,
  :data_access_role_arn,
  :tags,
  :input_data_config,
  :client_request_token,
  :language_code,
  :volume_kms_key_id,
  :vpc_config,
  :model_kms_key_id,
  :model_policy)
  SENSITIVE = []
  include Aws::Structure
end

#vpc_configTypes::VpcConfig

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.

Returns:



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# File 'gems/aws-sdk-comprehend/lib/aws-sdk-comprehend/types.rb', line 1156

class CreateEntityRecognizerRequest < Struct.new(
  :recognizer_name,
  :version_name,
  :data_access_role_arn,
  :tags,
  :input_data_config,
  :client_request_token,
  :language_code,
  :volume_kms_key_id,
  :vpc_config,
  :model_kms_key_id,
  :model_policy)
  SENSITIVE = []
  include Aws::Structure
end