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// Code generated by smithy-go-codegen DO NOT EDIT.
package lookoutvision
import (
"context"
"fmt"
awsmiddleware "github.com/aws/aws-sdk-go-v2/aws/middleware"
"github.com/aws/aws-sdk-go-v2/service/lookoutvision/types"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
"io"
)
// Detects anomalies in an image that you supply.
//
// The response from DetectAnomalies includes a boolean prediction that the image
// contains one or more anomalies and a confidence value for the prediction. If the
// model is an image segmentation model, the response also includes segmentation
// information for each type of anomaly found in the image.
//
// Before calling DetectAnomalies , you must first start your model with the StartModel
// operation. You are charged for the amount of time, in minutes, that a model runs
// and for the number of anomaly detection units that your model uses. If you are
// not using a model, use the StopModeloperation to stop your model.
//
// For more information, see Detecting anomalies in an image in the Amazon Lookout
// for Vision developer guide.
//
// This operation requires permissions to perform the lookoutvision:DetectAnomalies
// operation.
func (c *Client) DetectAnomalies(ctx context.Context, params *DetectAnomaliesInput, optFns ...func(*Options)) (*DetectAnomaliesOutput, error) {
if params == nil {
params = &DetectAnomaliesInput{}
}
result, metadata, err := c.invokeOperation(ctx, "DetectAnomalies", params, optFns, c.addOperationDetectAnomaliesMiddlewares)
if err != nil {
return nil, err
}
out := result.(*DetectAnomaliesOutput)
out.ResultMetadata = metadata
return out, nil
}
type DetectAnomaliesInput struct {
// The unencrypted image bytes that you want to analyze.
//
// This member is required.
Body io.Reader
// The type of the image passed in Body . Valid values are image/png (PNG format
// images) and image/jpeg (JPG format images).
//
// This member is required.
ContentType *string
// The version of the model that you want to use.
//
// This member is required.
ModelVersion *string
// The name of the project that contains the model version that you want to use.
//
// This member is required.
ProjectName *string
noSmithyDocumentSerde
}
type DetectAnomaliesOutput struct {
// The results of the DetectAnomalies operation.
DetectAnomalyResult *types.DetectAnomalyResult
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationDetectAnomaliesMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsRestjson1_serializeOpDetectAnomalies{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsRestjson1_deserializeOpDetectAnomalies{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "DetectAnomalies"); 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 = addOpDetectAnomaliesValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opDetectAnomalies(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_opDetectAnomalies(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "DetectAnomalies",
}
}
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