File: api_op_DescribeModelPackage.go

package info (click to toggle)
golang-github-aws-aws-sdk-go-v2 1.30.3-1
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid, trixie
  • size: 662,428 kB
  • sloc: java: 16,875; makefile: 432; sh: 175
file content (275 lines) | stat: -rw-r--r-- 9,613 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
271
272
273
274
275
// 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/service/sagemaker/types"
	"github.com/aws/smithy-go/middleware"
	smithyhttp "github.com/aws/smithy-go/transport/http"
	"time"
)

// Returns a description of the specified model package, which is used to create
// SageMaker models or list them on Amazon Web Services Marketplace.
//
// If you provided a KMS Key ID when you created your model package, you will see
// the [KMS Decrypt]API call in your CloudTrail logs when you use this API.
//
// To create models in SageMaker, buyers can subscribe to model packages listed on
// Amazon Web Services Marketplace.
//
// [KMS Decrypt]: https://docs.aws.amazon.com/kms/latest/APIReference/API_Decrypt.html
func (c *Client) DescribeModelPackage(ctx context.Context, params *DescribeModelPackageInput, optFns ...func(*Options)) (*DescribeModelPackageOutput, error) {
	if params == nil {
		params = &DescribeModelPackageInput{}
	}

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

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

type DescribeModelPackageInput struct {

	// The name or Amazon Resource Name (ARN) of the model package to describe.
	//
	// When you specify a name, the name must have 1 to 63 characters. Valid
	// characters are a-z, A-Z, 0-9, and - (hyphen).
	//
	// This member is required.
	ModelPackageName *string

	noSmithyDocumentSerde
}

type DescribeModelPackageOutput struct {

	// A timestamp specifying when the model package was created.
	//
	// This member is required.
	CreationTime *time.Time

	// The Amazon Resource Name (ARN) of the model package.
	//
	// This member is required.
	ModelPackageArn *string

	// The name of the model package being described.
	//
	// This member is required.
	ModelPackageName *string

	// The current status of the model package.
	//
	// This member is required.
	ModelPackageStatus types.ModelPackageStatus

	// Details about the current status of the model package.
	//
	// This member is required.
	ModelPackageStatusDetails *types.ModelPackageStatusDetails

	// An array of additional Inference Specification objects. Each additional
	// Inference Specification specifies artifacts based on this model package that can
	// be used on inference endpoints. Generally used with SageMaker Neo to store the
	// compiled artifacts.
	AdditionalInferenceSpecifications []types.AdditionalInferenceSpecificationDefinition

	// A description provided for the model approval.
	ApprovalDescription *string

	// Whether the model package is certified for listing on Amazon Web Services
	// Marketplace.
	CertifyForMarketplace *bool

	// Information about the user who created or modified an experiment, trial, trial
	// component, lineage group, project, or model card.
	CreatedBy *types.UserContext

	// The metadata properties associated with the model package versions.
	CustomerMetadataProperties map[string]string

	// The machine learning domain of the model package you specified. Common machine
	// learning domains include computer vision and natural language processing.
	Domain *string

	// Represents the drift check baselines that can be used when the model monitor is
	// set using the model package. For more information, see the topic on [Drift Detection against Previous Baselines in SageMaker Pipelines]in the
	// Amazon SageMaker Developer Guide.
	//
	// [Drift Detection against Previous Baselines in SageMaker Pipelines]: https://docs.aws.amazon.com/sagemaker/latest/dg/pipelines-quality-clarify-baseline-lifecycle.html#pipelines-quality-clarify-baseline-drift-detection
	DriftCheckBaselines *types.DriftCheckBaselines

	// Details about inference jobs that you can run with models based on this model
	// package.
	InferenceSpecification *types.InferenceSpecification

	// Information about the user who created or modified an experiment, trial, trial
	// component, lineage group, project, or model card.
	LastModifiedBy *types.UserContext

	// The last time that the model package was modified.
	LastModifiedTime *time.Time

	// Metadata properties of the tracking entity, trial, or trial component.
	MetadataProperties *types.MetadataProperties

	// The approval status of the model package.
	ModelApprovalStatus types.ModelApprovalStatus

	// The model card associated with the model package. Since ModelPackageModelCard
	// is tied to a model package, it is a specific usage of a model card and its
	// schema is simplified compared to the schema of ModelCard . The
	// ModelPackageModelCard schema does not include model_package_details , and
	// model_overview is composed of the model_creator and model_artifact properties.
	// For more information about the model package model card schema, see [Model package model card schema]. For more
	// information about the model card associated with the model package, see [View the Details of a Model Version].
	//
	// [Model package model card schema]: https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html#model-card-schema
	// [View the Details of a Model Version]: https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html
	ModelCard *types.ModelPackageModelCard

	// Metrics for the model.
	ModelMetrics *types.ModelMetrics

	// A brief summary of the model package.
	ModelPackageDescription *string

	// If the model is a versioned model, the name of the model group that the
	// versioned model belongs to.
	ModelPackageGroupName *string

	// The version of the model package.
	ModelPackageVersion *int32

	// The Amazon Simple Storage Service (Amazon S3) path where the sample payload are
	// stored. This path points to a single gzip compressed tar archive (.tar.gz
	// suffix).
	SamplePayloadUrl *string

	// The KMS Key ID ( KMSKeyId ) used for encryption of model package information.
	SecurityConfig *types.ModelPackageSecurityConfig

	// Indicates if you want to skip model validation.
	SkipModelValidation types.SkipModelValidation

	// Details about the algorithm that was used to create the model package.
	SourceAlgorithmSpecification *types.SourceAlgorithmSpecification

	// The URI of the source for the model package.
	SourceUri *string

	// The machine learning task you specified that your model package accomplishes.
	// Common machine learning tasks include object detection and image classification.
	Task *string

	// Configurations for one or more transform jobs that SageMaker runs to test the
	// model package.
	ValidationSpecification *types.ModelPackageValidationSpecification

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

	noSmithyDocumentSerde
}

func (c *Client) addOperationDescribeModelPackageMiddlewares(stack *middleware.Stack, options Options) (err error) {
	if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
		return err
	}
	err = stack.Serialize.Add(&awsAwsjson11_serializeOpDescribeModelPackage{}, middleware.After)
	if err != nil {
		return err
	}
	err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpDescribeModelPackage{}, middleware.After)
	if err != nil {
		return err
	}
	if err := addProtocolFinalizerMiddlewares(stack, options, "DescribeModelPackage"); 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 = addTimeOffsetBuild(stack, c); err != nil {
		return err
	}
	if err = addUserAgentRetryMode(stack, options); err != nil {
		return err
	}
	if err = addOpDescribeModelPackageValidationMiddleware(stack); err != nil {
		return err
	}
	if err = stack.Initialize.Add(newServiceMetadataMiddleware_opDescribeModelPackage(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
}

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