File: api_op_ListHyperParameterTuningJobs.go

package info (click to toggle)
golang-github-aws-aws-sdk-go-v2 1.24.1-2~bpo12%2B1
  • links: PTS, VCS
  • area: main
  • in suites: bookworm-backports
  • size: 554,032 kB
  • sloc: java: 15,941; makefile: 419; sh: 175
file content (270 lines) | stat: -rw-r--r-- 8,816 bytes parent folder | download
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
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
// Code generated by smithy-go-codegen DO NOT EDIT.

package sagemaker

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/sagemaker/types"
	"github.com/aws/smithy-go/middleware"
	smithyhttp "github.com/aws/smithy-go/transport/http"
	"time"
)

// Gets a list of HyperParameterTuningJobSummary (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_HyperParameterTuningJobSummary.html)
// objects that describe the hyperparameter tuning jobs launched in your account.
func (c *Client) ListHyperParameterTuningJobs(ctx context.Context, params *ListHyperParameterTuningJobsInput, optFns ...func(*Options)) (*ListHyperParameterTuningJobsOutput, error) {
	if params == nil {
		params = &ListHyperParameterTuningJobsInput{}
	}

	result, metadata, err := c.invokeOperation(ctx, "ListHyperParameterTuningJobs", params, optFns, c.addOperationListHyperParameterTuningJobsMiddlewares)
	if err != nil {
		return nil, err
	}

	out := result.(*ListHyperParameterTuningJobsOutput)
	out.ResultMetadata = metadata
	return out, nil
}

type ListHyperParameterTuningJobsInput struct {

	// A filter that returns only tuning jobs that were created after the specified
	// time.
	CreationTimeAfter *time.Time

	// A filter that returns only tuning jobs that were created before the specified
	// time.
	CreationTimeBefore *time.Time

	// A filter that returns only tuning jobs that were modified after the specified
	// time.
	LastModifiedTimeAfter *time.Time

	// A filter that returns only tuning jobs that were modified before the specified
	// time.
	LastModifiedTimeBefore *time.Time

	// The maximum number of tuning jobs to return. The default value is 10.
	MaxResults *int32

	// A string in the tuning job name. This filter returns only tuning jobs whose
	// name contains the specified string.
	NameContains *string

	// If the result of the previous ListHyperParameterTuningJobs request was
	// truncated, the response includes a NextToken . To retrieve the next set of
	// tuning jobs, use the token in the next request.
	NextToken *string

	// The field to sort results by. The default is Name .
	SortBy types.HyperParameterTuningJobSortByOptions

	// The sort order for results. The default is Ascending .
	SortOrder types.SortOrder

	// A filter that returns only tuning jobs with the specified status.
	StatusEquals types.HyperParameterTuningJobStatus

	noSmithyDocumentSerde
}

type ListHyperParameterTuningJobsOutput struct {

	// A list of HyperParameterTuningJobSummary (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_HyperParameterTuningJobSummary.html)
	// objects that describe the tuning jobs that the ListHyperParameterTuningJobs
	// request returned.
	//
	// This member is required.
	HyperParameterTuningJobSummaries []types.HyperParameterTuningJobSummary

	// If the result of this ListHyperParameterTuningJobs request was truncated, the
	// response includes a NextToken . To retrieve the next set of tuning jobs, use the
	// token in the next request.
	NextToken *string

	// Metadata pertaining to the operation's result.
	ResultMetadata middleware.Metadata

	noSmithyDocumentSerde
}

func (c *Client) addOperationListHyperParameterTuningJobsMiddlewares(stack *middleware.Stack, options Options) (err error) {
	if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
		return err
	}
	err = stack.Serialize.Add(&awsAwsjson11_serializeOpListHyperParameterTuningJobs{}, middleware.After)
	if err != nil {
		return err
	}
	err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpListHyperParameterTuningJobs{}, middleware.After)
	if err != nil {
		return err
	}
	if err := addProtocolFinalizerMiddlewares(stack, options, "ListHyperParameterTuningJobs"); 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 = stack.Initialize.Add(newServiceMetadataMiddleware_opListHyperParameterTuningJobs(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
}

// ListHyperParameterTuningJobsAPIClient is a client that implements the
// ListHyperParameterTuningJobs operation.
type ListHyperParameterTuningJobsAPIClient interface {
	ListHyperParameterTuningJobs(context.Context, *ListHyperParameterTuningJobsInput, ...func(*Options)) (*ListHyperParameterTuningJobsOutput, error)
}

var _ ListHyperParameterTuningJobsAPIClient = (*Client)(nil)

// ListHyperParameterTuningJobsPaginatorOptions is the paginator options for
// ListHyperParameterTuningJobs
type ListHyperParameterTuningJobsPaginatorOptions struct {
	// The maximum number of tuning jobs to return. The default value is 10.
	Limit int32

	// Set to true if pagination should stop if the service returns a pagination token
	// that matches the most recent token provided to the service.
	StopOnDuplicateToken bool
}

// ListHyperParameterTuningJobsPaginator is a paginator for
// ListHyperParameterTuningJobs
type ListHyperParameterTuningJobsPaginator struct {
	options   ListHyperParameterTuningJobsPaginatorOptions
	client    ListHyperParameterTuningJobsAPIClient
	params    *ListHyperParameterTuningJobsInput
	nextToken *string
	firstPage bool
}

// NewListHyperParameterTuningJobsPaginator returns a new
// ListHyperParameterTuningJobsPaginator
func NewListHyperParameterTuningJobsPaginator(client ListHyperParameterTuningJobsAPIClient, params *ListHyperParameterTuningJobsInput, optFns ...func(*ListHyperParameterTuningJobsPaginatorOptions)) *ListHyperParameterTuningJobsPaginator {
	if params == nil {
		params = &ListHyperParameterTuningJobsInput{}
	}

	options := ListHyperParameterTuningJobsPaginatorOptions{}
	if params.MaxResults != nil {
		options.Limit = *params.MaxResults
	}

	for _, fn := range optFns {
		fn(&options)
	}

	return &ListHyperParameterTuningJobsPaginator{
		options:   options,
		client:    client,
		params:    params,
		firstPage: true,
		nextToken: params.NextToken,
	}
}

// HasMorePages returns a boolean indicating whether more pages are available
func (p *ListHyperParameterTuningJobsPaginator) HasMorePages() bool {
	return p.firstPage || (p.nextToken != nil && len(*p.nextToken) != 0)
}

// NextPage retrieves the next ListHyperParameterTuningJobs page.
func (p *ListHyperParameterTuningJobsPaginator) NextPage(ctx context.Context, optFns ...func(*Options)) (*ListHyperParameterTuningJobsOutput, error) {
	if !p.HasMorePages() {
		return nil, fmt.Errorf("no more pages available")
	}

	params := *p.params
	params.NextToken = p.nextToken

	var limit *int32
	if p.options.Limit > 0 {
		limit = &p.options.Limit
	}
	params.MaxResults = limit

	result, err := p.client.ListHyperParameterTuningJobs(ctx, &params, optFns...)
	if err != nil {
		return nil, err
	}
	p.firstPage = false

	prevToken := p.nextToken
	p.nextToken = result.NextToken

	if p.options.StopOnDuplicateToken &&
		prevToken != nil &&
		p.nextToken != nil &&
		*prevToken == *p.nextToken {
		p.nextToken = nil
	}

	return result, nil
}

func newServiceMetadataMiddleware_opListHyperParameterTuningJobs(region string) *awsmiddleware.RegisterServiceMetadata {
	return &awsmiddleware.RegisterServiceMetadata{
		Region:        region,
		ServiceID:     ServiceID,
		OperationName: "ListHyperParameterTuningJobs",
	}
}