-
Notifications
You must be signed in to change notification settings - Fork 594
/
api_op_CreateFlywheel.go
222 lines (193 loc) · 7.05 KB
/
api_op_CreateFlywheel.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
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
// Code generated by smithy-go-codegen DO NOT EDIT.
package comprehend
import (
"context"
"fmt"
awsmiddleware "github.com/aws/aws-sdk-go-v2/aws/middleware"
"github.com/aws/aws-sdk-go-v2/service/comprehend/types"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
)
// A flywheel is an Amazon Web Services resource that orchestrates the ongoing
// training of a model for custom classification or custom entity recognition. You
// can create a flywheel to start with an existing trained model, or Comprehend can
// create and train a new model. When you create the flywheel, Comprehend creates a
// data lake in your account. The data lake holds the training data and test data
// for all versions of the model. To use a flywheel with an existing trained model,
// you specify the active model version. Comprehend copies the model's training
// data and test data into the flywheel's data lake. To use the flywheel with a new
// model, you need to provide a dataset for training data (and optional test data)
// when you create the flywheel. For more information about flywheels, see
// Flywheel overview (https://docs.aws.amazon.com/comprehend/latest/dg/flywheels-about.html)
// in the Amazon Comprehend Developer Guide.
func (c *Client) CreateFlywheel(ctx context.Context, params *CreateFlywheelInput, optFns ...func(*Options)) (*CreateFlywheelOutput, error) {
if params == nil {
params = &CreateFlywheelInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateFlywheel", params, optFns, c.addOperationCreateFlywheelMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateFlywheelOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateFlywheelInput struct {
// The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend
// the permissions required to access the flywheel data in the data lake.
//
// This member is required.
DataAccessRoleArn *string
// Enter the S3 location for the data lake. You can specify a new S3 bucket or a
// new folder of an existing S3 bucket. The flywheel creates the data lake at this
// location.
//
// This member is required.
DataLakeS3Uri *string
// Name for the flywheel.
//
// This member is required.
FlywheelName *string
// To associate an existing model with the flywheel, specify the Amazon Resource
// Number (ARN) of the model version. Do not set TaskConfig or ModelType if you
// specify an ActiveModelArn .
ActiveModelArn *string
// A unique identifier for the request. If you don't set the client request token,
// Amazon Comprehend generates one.
ClientRequestToken *string
// Data security configurations.
DataSecurityConfig *types.DataSecurityConfig
// The model type. You need to set ModelType if you are creating a flywheel for a
// new model.
ModelType types.ModelType
// The tags to associate with this flywheel.
Tags []types.Tag
// Configuration about the model associated with the flywheel. You need to set
// TaskConfig if you are creating a flywheel for a new model.
TaskConfig *types.TaskConfig
noSmithyDocumentSerde
}
type CreateFlywheelOutput struct {
// The Amazon Resource Number (ARN) of the active model version.
ActiveModelArn *string
// The Amazon Resource Number (ARN) of the flywheel.
FlywheelArn *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateFlywheelMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateFlywheel{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateFlywheel{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "CreateFlywheel"); 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 = addIdempotencyToken_opCreateFlywheelMiddleware(stack, options); err != nil {
return err
}
if err = addOpCreateFlywheelValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateFlywheel(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
}
type idempotencyToken_initializeOpCreateFlywheel struct {
tokenProvider IdempotencyTokenProvider
}
func (*idempotencyToken_initializeOpCreateFlywheel) ID() string {
return "OperationIdempotencyTokenAutoFill"
}
func (m *idempotencyToken_initializeOpCreateFlywheel) HandleInitialize(ctx context.Context, in middleware.InitializeInput, next middleware.InitializeHandler) (
out middleware.InitializeOutput, metadata middleware.Metadata, err error,
) {
if m.tokenProvider == nil {
return next.HandleInitialize(ctx, in)
}
input, ok := in.Parameters.(*CreateFlywheelInput)
if !ok {
return out, metadata, fmt.Errorf("expected middleware input to be of type *CreateFlywheelInput ")
}
if input.ClientRequestToken == nil {
t, err := m.tokenProvider.GetIdempotencyToken()
if err != nil {
return out, metadata, err
}
input.ClientRequestToken = &t
}
return next.HandleInitialize(ctx, in)
}
func addIdempotencyToken_opCreateFlywheelMiddleware(stack *middleware.Stack, cfg Options) error {
return stack.Initialize.Add(&idempotencyToken_initializeOpCreateFlywheel{tokenProvider: cfg.IdempotencyTokenProvider}, middleware.Before)
}
func newServiceMetadataMiddleware_opCreateFlywheel(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateFlywheel",
}
}