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
165
166
167
|
// Code generated by smithy-go-codegen DO NOT EDIT.
package rekognition
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/rekognition/types"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
)
// This operation applies only to Amazon Rekognition Custom Labels. Creates a new
// Amazon Rekognition Custom Labels dataset. You can create a dataset by using an
// Amazon Sagemaker format manifest file or by copying an existing Amazon
// Rekognition Custom Labels dataset. To create a training dataset for a project,
// specify TRAIN for the value of DatasetType . To create the test dataset for a
// project, specify TEST for the value of DatasetType . The response from
// CreateDataset is the Amazon Resource Name (ARN) for the dataset. Creating a
// dataset takes a while to complete. Use DescribeDataset to check the current
// status. The dataset created successfully if the value of Status is
// CREATE_COMPLETE . To check if any non-terminal errors occurred, call
// ListDatasetEntries and check for the presence of errors lists in the JSON
// Lines. Dataset creation fails if a terminal error occurs ( Status =
// CREATE_FAILED ). Currently, you can't access the terminal error information. For
// more information, see Creating dataset in the Amazon Rekognition Custom Labels
// Developer Guide. This operation requires permissions to perform the
// rekognition:CreateDataset action. If you want to copy an existing dataset, you
// also require permission to perform the rekognition:ListDatasetEntries action.
func (c *Client) CreateDataset(ctx context.Context, params *CreateDatasetInput, optFns ...func(*Options)) (*CreateDatasetOutput, error) {
if params == nil {
params = &CreateDatasetInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateDataset", params, optFns, c.addOperationCreateDatasetMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateDatasetOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateDatasetInput struct {
// The type of the dataset. Specify TRAIN to create a training dataset. Specify
// TEST to create a test dataset.
//
// This member is required.
DatasetType types.DatasetType
// The ARN of the Amazon Rekognition Custom Labels project to which you want to
// asssign the dataset.
//
// This member is required.
ProjectArn *string
// The source files for the dataset. You can specify the ARN of an existing
// dataset or specify the Amazon S3 bucket location of an Amazon Sagemaker format
// manifest file. If you don't specify datasetSource , an empty dataset is created.
// To add labeled images to the dataset, You can use the console or call
// UpdateDatasetEntries .
DatasetSource *types.DatasetSource
noSmithyDocumentSerde
}
type CreateDatasetOutput struct {
// The ARN of the created Amazon Rekognition Custom Labels dataset.
DatasetArn *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateDatasetMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateDataset{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateDataset{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "CreateDataset"); 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 = addOpCreateDatasetValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateDataset(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_opCreateDataset(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateDataset",
}
}
|
