-
Notifications
You must be signed in to change notification settings - Fork 594
/
api_op_CreateProjectVersion.go
178 lines (158 loc) · 5.67 KB
/
api_op_CreateProjectVersion.go
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
168
169
170
171
172
173
174
175
176
177
178
// Code generated by smithy-go-codegen DO NOT EDIT.
package rekognition
import (
"context"
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"
)
// Creates a new version of a model and begins training. Models are managed as part
// of an Amazon Rekognition Custom Labels project. You can specify one training
// dataset and one testing dataset. The response from CreateProjectVersion is an
// Amazon Resource Name (ARN) for the version of the model. Training takes a while
// to complete. You can get the current status by calling DescribeProjectVersions.
// Once training has successfully completed, call DescribeProjectVersions to get
// the training results and evaluate the model. After evaluating the model, you
// start the model by calling StartProjectVersion. This operation requires
// permissions to perform the rekognition:CreateProjectVersion action.
func (c *Client) CreateProjectVersion(ctx context.Context, params *CreateProjectVersionInput, optFns ...func(*Options)) (*CreateProjectVersionOutput, error) {
if params == nil {
params = &CreateProjectVersionInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateProjectVersion", params, optFns, c.addOperationCreateProjectVersionMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateProjectVersionOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateProjectVersionInput struct {
// The Amazon S3 bucket location to store the results of training. The S3 bucket
// can be in any AWS account as long as the caller has s3:PutObject permissions on
// the S3 bucket.
//
// This member is required.
OutputConfig *types.OutputConfig
// The ARN of the Amazon Rekognition Custom Labels project that manages the model
// that you want to train.
//
// This member is required.
ProjectArn *string
// The dataset to use for testing.
//
// This member is required.
TestingData *types.TestingData
// The dataset to use for training.
//
// This member is required.
TrainingData *types.TrainingData
// A name for the version of the model. This value must be unique.
//
// This member is required.
VersionName *string
// The identifier for your AWS Key Management Service (AWS KMS) customer master key
// (CMK). You can supply the Amazon Resource Name (ARN) of your CMK, the ID of your
// CMK, an alias for your CMK, or an alias ARN. The key is used to encrypt training
// and test images copied into the service for model training. Your source images
// are unaffected. The key is also used to encrypt training results and manifest
// files written to the output Amazon S3 bucket (OutputConfig). If you choose to
// use your own CMK, you need the following permissions on the CMK.
//
// *
// kms:CreateGrant
//
// * kms:DescribeKey
//
// * kms:GenerateDataKey
//
// * kms:Decrypt
//
// If you
// don't specify a value for KmsKeyId, images copied into the service are encrypted
// using a key that AWS owns and manages.
KmsKeyId *string
// A set of tags (key-value pairs) that you want to attach to the model.
Tags map[string]string
noSmithyDocumentSerde
}
type CreateProjectVersionOutput struct {
// The ARN of the model version that was created. Use DescribeProjectVersion to get
// the current status of the training operation.
ProjectVersionArn *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateProjectVersionMiddlewares(stack *middleware.Stack, options Options) (err error) {
err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateProjectVersion{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateProjectVersion{}, middleware.After)
if 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 = addHTTPSignerV4Middleware(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); err != nil {
return err
}
if err = smithyhttp.AddErrorCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = addOpCreateProjectVersionValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateProjectVersion(options.Region), middleware.Before); 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
}
return nil
}
func newServiceMetadataMiddleware_opCreateProjectVersion(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
SigningName: "rekognition",
OperationName: "CreateProjectVersion",
}
}