/
api_op_CreateProjectVersion.go
207 lines (184 loc) · 7.68 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
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
// 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"
)
// Creates a new version of Amazon Rekognition project (like a Custom Labels model
// or a custom adapter) and begins training. Models and adapters are managed as
// part of a Rekognition project. The response from CreateProjectVersion is an
// Amazon Resource Name (ARN) for the project version. The FeatureConfig operation
// argument allows you to configure specific model or adapter settings. You can
// provide a description to the project version by using the VersionDescription
// argment. Training can take a while to complete. You can get the current status
// by calling DescribeProjectVersions . Training completed successfully if the
// value of the Status field is TRAINING_COMPLETED . Once training has successfully
// completed, call DescribeProjectVersions to get the training results and
// evaluate the model. This operation requires permissions to perform the
// rekognition:CreateProjectVersion action. The following applies only to projects
// with Amazon Rekognition Custom Labels as the chosen feature: You can train a
// model in a project that doesn't have associated datasets by specifying manifest
// files in the TrainingData and TestingData fields. If you open the console after
// training a model with manifest files, Amazon Rekognition Custom Labels creates
// the datasets for you using the most recent manifest files. You can no longer
// train a model version for the project by specifying manifest files. Instead of
// training with a project without associated datasets, we recommend that you use
// the manifest files to create training and test datasets for the project.
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 bucket can
// be any S3 bucket in your AWS account. You need s3:PutObject permission on the
// bucket.
//
// This member is required.
OutputConfig *types.OutputConfig
// The ARN of the Amazon Rekognition project that will manage the project version
// you want to train.
//
// This member is required.
ProjectArn *string
// A name for the version of the project version. This value must be unique.
//
// This member is required.
VersionName *string
// Feature-specific configuration of the training job. If the job configuration
// does not match the feature type associated with the project, an
// InvalidParameterException is returned.
FeatureConfig *types.CustomizationFeatureConfig
// The identifier for your AWS Key Management Service key (AWS KMS key). You can
// supply the Amazon Resource Name (ARN) of your KMS key, the ID of your KMS key,
// an alias for your KMS key, or an alias ARN. The key is used to encrypt training
// images, test images, and manifest files copied into the service for the project
// version. 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 KMS key, you need the following
// permissions on the KMS key.
// - 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 project version.
Tags map[string]string
// Specifies an external manifest that the service uses to test the project
// version. If you specify TestingData you must also specify TrainingData . The
// project must not have any associated datasets.
TestingData *types.TestingData
// Specifies an external manifest that the services uses to train the project
// version. If you specify TrainingData you must also specify TestingData . The
// project must not have any associated datasets.
TrainingData *types.TrainingData
// A description applied to the project version being created.
VersionDescription *string
noSmithyDocumentSerde
}
type CreateProjectVersionOutput struct {
// The ARN of the model or the project 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) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
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 := addProtocolFinalizerMiddlewares(stack, options, "CreateProjectVersion"); 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 = addOpCreateProjectVersionValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateProjectVersion(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_opCreateProjectVersion(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateProjectVersion",
}
}