import_model ¶

def import_model(
    self,
    source_model_arn: "capo_comprehend.types.comprehend_model_arn.ComprehendModelArn",
    *,
    config_overrides: Optional[ComprehendClientConfig] = None,
    model_name: Optional[
        "capo_comprehend.types.comprehend_arn_name.ComprehendArnName"
    ] = None,
    version_name: Optional["capo_comprehend.types.version_name.VersionName"] = None,
    model_kms_key_id: Optional["capo_comprehend.types.kms_key_id.KmsKeyId"] = None,
    data_access_role_arn: Optional[
        "capo_comprehend.types.iam_role_arn.IamRoleArn"
    ] = None,
    tags: Optional["capo_comprehend.types.tag_list.TagList"] = None,
) -> "capo_comprehend.types.import_model_response.ImportModelResponse":
    """<p>Creates a new custom model that replicates a source custom model that you import. The source model can be in your Amazon Web Services account or another one.</p> <p>If the source model is in another Amazon Web Services account, then it must have a resource-based policy that authorizes you to import it.</p> <p>The source model must be in the same Amazon Web Services Region that you're using when you import. You can't import a model that's in a different Region.</p>

    Args:
        source_model_arn: <p>The Amazon Resource Name (ARN) of the custom model to import.</p>
        model_name: <p>The name to assign to the custom model that is created in Amazon Comprehend by this import.</p>
        version_name: <p>The version name given to the custom model that is created by this import. Version names can have a maximum of 256 characters. Alphanumeric characters, hyphens (-) and underscores (_) are allowed. The version name must be unique among all models with the same classifier name in the account/Region.</p>
        model_kms_key_id: <p>ID for the KMS key that Amazon Comprehend uses to encrypt trained custom models. The ModelKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>
        data_access_role_arn: <p>The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend permission to use Amazon Key Management Service (KMS) to encrypt or decrypt the custom model.</p>
        tags: <p>Tags to associate with the custom model that is created by this import. 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.</p>

    Raises:
        capo_comprehend.errors.internal_server_exception.InternalServerException: <p>An internal server error occurred. Retry your request.</p>
        capo_comprehend.errors.invalid_request_exception.InvalidRequestException: <p>The request is invalid.</p>
        capo_comprehend.errors.kms_key_validation_exception.KmsKeyValidationException: <p>The KMS customer managed key (CMK) entered cannot be validated. Verify the key and re-enter it.</p>
        capo_comprehend.errors.resource_in_use_exception.ResourceInUseException: <p>The specified resource name is already in use. Use a different name and try your request again.</p>
        capo_comprehend.errors.resource_limit_exceeded_exception.ResourceLimitExceededException: <p>The maximum number of resources per account has been exceeded. Review the resources, and then try your request again.</p>
        capo_comprehend.errors.resource_not_found_exception.ResourceNotFoundException: <p>The specified resource ARN was not found. Check the ARN and try your request again.</p>
        capo_comprehend.errors.resource_unavailable_exception.ResourceUnavailableException: <p>The specified resource is not available. Check the resource and try your request again.</p>
        capo_comprehend.errors.too_many_requests_exception.TooManyRequestsException: <p>The number of requests exceeds the limit. Resubmit your request later.</p>
        capo_comprehend.errors.too_many_tags_exception.TooManyTagsException: <p>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. </p>
        capo_comprehend.errors.UnknownServiceError: The service returned an error code this client does not model.
    """

    def _handler(
        req: "OperationRequest[capo_comprehend.types.import_model_request.ImportModelRequest]",
    ) -> OperationResponse[
        "capo_comprehend.types.import_model_response.ImportModelResponse"
    ]:
        import capo_comprehend._operations.comprehend_20171127.import_model

        output, http_response = (
            capo_comprehend._operations.comprehend_20171127.import_model.import_model(
                req.options, req.input
            )
        )
        return OperationResponse(output=output, response=http_response)

    interceptors_, options_ = self.operation_options(
        config_overrides, OperationLogging("ImportModel")
    )
    input_: capo_comprehend.types.import_model_request.ImportModelRequest = {
        "source_model_arn": source_model_arn
    }
    if model_name is not None:
        input_["model_name"] = model_name
    if version_name is not None:
        input_["version_name"] = version_name
    if model_kms_key_id is not None:
        input_["model_kms_key_id"] = model_kms_key_id
    if data_access_role_arn is not None:
        input_["data_access_role_arn"] = data_access_role_arn
    if tags is not None:
        input_["tags"] = tags

    response = execute_pipeline(
        OperationRequest(input=input_, options=options_),
        handler=_handler,
        interceptors=list(interceptors_),
    )
    response.response.close()
    return response.output