1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
|
// 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/aws/signer/v4"
"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 StopModel
// operation 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 = awsmiddleware.AddClientRequestIDMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddComputeContentLengthMiddleware(stack); err != nil {
return err
}
if err = addResolveEndpointMiddleware(stack, options); err != nil {
return err
}
if err = v4.AddComputePayloadSHA256Middleware(stack); err != nil {
return err
}
if err = addRetryMiddlewares(stack, options); err != nil {
return err
}
if err = awsmiddleware.AddRawResponseToMetadata(stack); err != nil {
return err
}
if err = awsmiddleware.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 = addOpDetectAnomaliesValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opDetectAnomalies(options.Region), middleware.Before); err != nil {
return err
}
if err = awsmiddleware.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",
}
}
|
