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// Code generated by smithy-go-codegen DO NOT EDIT.
package comprehend
import (
"context"
"fmt"
awsmiddleware "github.com/aws/aws-sdk-go-v2/aws/middleware"
"github.com/aws/aws-sdk-go-v2/service/comprehend/types"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
)
// Creates a classification request to analyze a single document in real-time.
// ClassifyDocument supports the following model types:
//
// - Custom classifier - a custom model that you have created and trained. For
// input, you can provide plain text, a single-page document (PDF, Word, or image),
// or Amazon Textract API output. For more information, see [Custom classification]in the Amazon
// Comprehend Developer Guide.
//
// - Prompt safety classifier - Amazon Comprehend provides a pre-trained model
// for classifying input prompts for generative AI applications. For input, you
// provide English plain text input. For prompt safety classification, the response
// includes only the Classes field. For more information about prompt safety
// classifiers, see [Prompt safety classification]in the Amazon Comprehend Developer Guide.
//
// If the system detects errors while processing a page in the input document, the
// API response includes an Errors field that describes the errors.
//
// If the system detects a document-level error in your input document, the API
// returns an InvalidRequestException error response. For details about this
// exception, see [Errors in semi-structured documents]in the Comprehend Developer Guide.
//
// [Custom classification]: https://docs.aws.amazon.com/comprehend/latest/dg/how-document-classification.html
// [Prompt safety classification]: https://docs.aws.amazon.com/comprehend/latest/dg/trust-safety.html#prompt-classification
// [Errors in semi-structured documents]: https://docs.aws.amazon.com/comprehend/latest/dg/idp-inputs-sync-err.html
func (c *Client) ClassifyDocument(ctx context.Context, params *ClassifyDocumentInput, optFns ...func(*Options)) (*ClassifyDocumentOutput, error) {
if params == nil {
params = &ClassifyDocumentInput{}
}
result, metadata, err := c.invokeOperation(ctx, "ClassifyDocument", params, optFns, c.addOperationClassifyDocumentMiddlewares)
if err != nil {
return nil, err
}
out := result.(*ClassifyDocumentOutput)
out.ResultMetadata = metadata
return out, nil
}
type ClassifyDocumentInput struct {
// The Amazon Resource Number (ARN) of the endpoint.
//
// For prompt safety classification, Amazon Comprehend provides the endpoint ARN.
// For more information about prompt safety classifiers, see [Prompt safety classification]in the Amazon
// Comprehend Developer Guide
//
// For custom classification, you create an endpoint for your custom model. For
// more information, see [Using Amazon Comprehend endpoints].
//
// [Prompt safety classification]: https://docs.aws.amazon.com/comprehend/latest/dg/trust-safety.html#prompt-classification
// [Using Amazon Comprehend endpoints]: https://docs.aws.amazon.com/comprehend/latest/dg/using-endpoints.html
//
// This member is required.
EndpointArn *string
// Use the Bytes parameter to input a text, PDF, Word or image file.
//
// When you classify a document using a custom model, you can also use the Bytes
// parameter to input an Amazon Textract DetectDocumentText or AnalyzeDocument
// output file.
//
// To classify a document using the prompt safety classifier, use the Text
// parameter for input.
//
// Provide the input document as a sequence of base64-encoded bytes. If your code
// uses an Amazon Web Services SDK to classify documents, the SDK may encode the
// document file bytes for you.
//
// The maximum length of this field depends on the input document type. For
// details, see [Inputs for real-time custom analysis]in the Comprehend Developer Guide.
//
// If you use the Bytes parameter, do not use the Text parameter.
//
// [Inputs for real-time custom analysis]: https://docs.aws.amazon.com/comprehend/latest/dg/idp-inputs-sync.html
Bytes []byte
// Provides configuration parameters to override the default actions for
// extracting text from PDF documents and image files.
DocumentReaderConfig *types.DocumentReaderConfig
// The document text to be analyzed. If you enter text using this parameter, do
// not use the Bytes parameter.
Text *string
noSmithyDocumentSerde
}
type ClassifyDocumentOutput struct {
// The classes used by the document being analyzed. These are used for models
// trained in multi-class mode. Individual classes are mutually exclusive and each
// document is expected to have only a single class assigned to it. For example, an
// animal can be a dog or a cat, but not both at the same time.
//
// For prompt safety classification, the response includes only two classes
// (SAFE_PROMPT and UNSAFE_PROMPT), along with a confidence score for each class.
// The value range of the score is zero to one, where one is the highest
// confidence.
Classes []types.DocumentClass
// Extraction information about the document. This field is present in the
// response only if your request includes the Byte parameter.
DocumentMetadata *types.DocumentMetadata
// The document type for each page in the input document. This field is present in
// the response only if your request includes the Byte parameter.
DocumentType []types.DocumentTypeListItem
// Page-level errors that the system detected while processing the input document.
// The field is empty if the system encountered no errors.
Errors []types.ErrorsListItem
// The labels used in the document being analyzed. These are used for multi-label
// trained models. Individual labels represent different categories that are
// related in some manner and are not mutually exclusive. For example, a movie can
// be just an action movie, or it can be an action movie, a science fiction movie,
// and a comedy, all at the same time.
Labels []types.DocumentLabel
// Warnings detected while processing the input document. The response includes a
// warning if there is a mismatch between the input document type and the model
// type associated with the endpoint that you specified. The response can also
// include warnings for individual pages that have a mismatch.
//
// The field is empty if the system generated no warnings.
Warnings []types.WarningsListItem
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationClassifyDocumentMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpClassifyDocument{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpClassifyDocument{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "ClassifyDocument"); err != nil {
return fmt.Errorf("add protocol finalizers: %v", err)
}
if err = addlegacyEndpointContextSetter(stack, options); err != nil {
return err
}
if err = addSetLoggerMiddleware(stack, options); err != nil {
return err
}
if err = addClientRequestID(stack); err != nil {
return err
}
if err = addComputeContentLength(stack); err != nil {
return err
}
if err = addResolveEndpointMiddleware(stack, options); err != nil {
return err
}
if err = addComputePayloadSHA256(stack); err != nil {
return err
}
if err = addRetry(stack, options); err != nil {
return err
}
if err = addRawResponseToMetadata(stack); err != nil {
return err
}
if err = addRecordResponseTiming(stack); err != nil {
return err
}
if err = addClientUserAgent(stack, options); err != nil {
return err
}
if err = smithyhttp.AddErrorCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = addSetLegacyContextSigningOptionsMiddleware(stack); err != nil {
return err
}
if err = addTimeOffsetBuild(stack, c); err != nil {
return err
}
if err = addUserAgentRetryMode(stack, options); err != nil {
return err
}
if err = addOpClassifyDocumentValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opClassifyDocument(options.Region), middleware.Before); err != nil {
return err
}
if err = addRecursionDetection(stack); err != nil {
return err
}
if err = addRequestIDRetrieverMiddleware(stack); err != nil {
return err
}
if err = addResponseErrorMiddleware(stack); err != nil {
return err
}
if err = addRequestResponseLogging(stack, options); err != nil {
return err
}
if err = addDisableHTTPSMiddleware(stack, options); err != nil {
return err
}
return nil
}
func newServiceMetadataMiddleware_opClassifyDocument(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "ClassifyDocument",
}
}
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