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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355
|
// Code generated by private/model/cli/gen-api/main.go. DO NOT EDIT.
package sagemakermetrics
import (
"fmt"
"time"
"github.com/aws/aws-sdk-go/aws"
"github.com/aws/aws-sdk-go/aws/awsutil"
"github.com/aws/aws-sdk-go/aws/request"
)
const opBatchPutMetrics = "BatchPutMetrics"
// BatchPutMetricsRequest generates a "aws/request.Request" representing the
// client's request for the BatchPutMetrics operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See BatchPutMetrics for more information on using the BatchPutMetrics
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
// // Example sending a request using the BatchPutMetricsRequest method.
// req, resp := client.BatchPutMetricsRequest(params)
//
// err := req.Send()
// if err == nil { // resp is now filled
// fmt.Println(resp)
// }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-metrics-2022-09-30/BatchPutMetrics
func (c *SageMakerMetrics) BatchPutMetricsRequest(input *BatchPutMetricsInput) (req *request.Request, output *BatchPutMetricsOutput) {
op := &request.Operation{
Name: opBatchPutMetrics,
HTTPMethod: "PUT",
HTTPPath: "/BatchPutMetrics",
}
if input == nil {
input = &BatchPutMetricsInput{}
}
output = &BatchPutMetricsOutput{}
req = c.newRequest(op, input, output)
return
}
// BatchPutMetrics API operation for Amazon SageMaker Metrics Service.
//
// Used to ingest training metrics into SageMaker. These metrics can be visualized
// in SageMaker Studio and retrieved with the GetMetrics API.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Metrics Service's
// API operation BatchPutMetrics for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-metrics-2022-09-30/BatchPutMetrics
func (c *SageMakerMetrics) BatchPutMetrics(input *BatchPutMetricsInput) (*BatchPutMetricsOutput, error) {
req, out := c.BatchPutMetricsRequest(input)
return out, req.Send()
}
// BatchPutMetricsWithContext is the same as BatchPutMetrics with the addition of
// the ability to pass a context and additional request options.
//
// See BatchPutMetrics for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMakerMetrics) BatchPutMetricsWithContext(ctx aws.Context, input *BatchPutMetricsInput, opts ...request.Option) (*BatchPutMetricsOutput, error) {
req, out := c.BatchPutMetricsRequest(input)
req.SetContext(ctx)
req.ApplyOptions(opts...)
return out, req.Send()
}
// An error that occured when putting the metric data.
type BatchPutMetricsError struct {
_ struct{} `type:"structure"`
// The error code of an error that occured when attempting to put metrics.
//
// * METRIC_LIMIT_EXCEEDED: The maximum amount of metrics per resource is
// exceeded.
//
// * INTERNAL_ERROR: An internal error occured.
//
// * VALIDATION_ERROR: The metric data failed validation.
//
// * CONFLICT_ERROR: Multiple requests attempted to modify the same data
// simultaneously.
Code *string `type:"string" enum:"PutMetricsErrorCode"`
// An index that corresponds to the metric in the request.
MetricIndex *int64 `type:"integer"`
}
// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s BatchPutMetricsError) String() string {
return awsutil.Prettify(s)
}
// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s BatchPutMetricsError) GoString() string {
return s.String()
}
// SetCode sets the Code field's value.
func (s *BatchPutMetricsError) SetCode(v string) *BatchPutMetricsError {
s.Code = &v
return s
}
// SetMetricIndex sets the MetricIndex field's value.
func (s *BatchPutMetricsError) SetMetricIndex(v int64) *BatchPutMetricsError {
s.MetricIndex = &v
return s
}
type BatchPutMetricsInput struct {
_ struct{} `type:"structure"`
// A list of raw metric values to put.
//
// MetricData is a required field
MetricData []*RawMetricData `min:"1" type:"list" required:"true"`
// The name of the Trial Component to associate with the metrics.
//
// TrialComponentName is a required field
TrialComponentName *string `min:"1" type:"string" required:"true"`
}
// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s BatchPutMetricsInput) String() string {
return awsutil.Prettify(s)
}
// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s BatchPutMetricsInput) GoString() string {
return s.String()
}
// Validate inspects the fields of the type to determine if they are valid.
func (s *BatchPutMetricsInput) Validate() error {
invalidParams := request.ErrInvalidParams{Context: "BatchPutMetricsInput"}
if s.MetricData == nil {
invalidParams.Add(request.NewErrParamRequired("MetricData"))
}
if s.MetricData != nil && len(s.MetricData) < 1 {
invalidParams.Add(request.NewErrParamMinLen("MetricData", 1))
}
if s.TrialComponentName == nil {
invalidParams.Add(request.NewErrParamRequired("TrialComponentName"))
}
if s.TrialComponentName != nil && len(*s.TrialComponentName) < 1 {
invalidParams.Add(request.NewErrParamMinLen("TrialComponentName", 1))
}
if s.MetricData != nil {
for i, v := range s.MetricData {
if v == nil {
continue
}
if err := v.Validate(); err != nil {
invalidParams.AddNested(fmt.Sprintf("%s[%v]", "MetricData", i), err.(request.ErrInvalidParams))
}
}
}
if invalidParams.Len() > 0 {
return invalidParams
}
return nil
}
// SetMetricData sets the MetricData field's value.
func (s *BatchPutMetricsInput) SetMetricData(v []*RawMetricData) *BatchPutMetricsInput {
s.MetricData = v
return s
}
// SetTrialComponentName sets the TrialComponentName field's value.
func (s *BatchPutMetricsInput) SetTrialComponentName(v string) *BatchPutMetricsInput {
s.TrialComponentName = &v
return s
}
type BatchPutMetricsOutput struct {
_ struct{} `type:"structure"`
// Lists any errors that occur when inserting metric data.
Errors []*BatchPutMetricsError `min:"1" type:"list"`
}
// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s BatchPutMetricsOutput) String() string {
return awsutil.Prettify(s)
}
// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s BatchPutMetricsOutput) GoString() string {
return s.String()
}
// SetErrors sets the Errors field's value.
func (s *BatchPutMetricsOutput) SetErrors(v []*BatchPutMetricsError) *BatchPutMetricsOutput {
s.Errors = v
return s
}
// The raw metric data to associate with the resource.
type RawMetricData struct {
_ struct{} `type:"structure"`
// The name of the metric.
//
// MetricName is a required field
MetricName *string `min:"1" type:"string" required:"true"`
// The metric step (epoch).
Step *int64 `type:"integer"`
// The time that the metric was recorded.
//
// Timestamp is a required field
Timestamp *time.Time `type:"timestamp" required:"true"`
// The metric value.
//
// Value is a required field
Value *float64 `type:"double" required:"true"`
}
// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s RawMetricData) String() string {
return awsutil.Prettify(s)
}
// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s RawMetricData) GoString() string {
return s.String()
}
// Validate inspects the fields of the type to determine if they are valid.
func (s *RawMetricData) Validate() error {
invalidParams := request.ErrInvalidParams{Context: "RawMetricData"}
if s.MetricName == nil {
invalidParams.Add(request.NewErrParamRequired("MetricName"))
}
if s.MetricName != nil && len(*s.MetricName) < 1 {
invalidParams.Add(request.NewErrParamMinLen("MetricName", 1))
}
if s.Timestamp == nil {
invalidParams.Add(request.NewErrParamRequired("Timestamp"))
}
if s.Value == nil {
invalidParams.Add(request.NewErrParamRequired("Value"))
}
if invalidParams.Len() > 0 {
return invalidParams
}
return nil
}
// SetMetricName sets the MetricName field's value.
func (s *RawMetricData) SetMetricName(v string) *RawMetricData {
s.MetricName = &v
return s
}
// SetStep sets the Step field's value.
func (s *RawMetricData) SetStep(v int64) *RawMetricData {
s.Step = &v
return s
}
// SetTimestamp sets the Timestamp field's value.
func (s *RawMetricData) SetTimestamp(v time.Time) *RawMetricData {
s.Timestamp = &v
return s
}
// SetValue sets the Value field's value.
func (s *RawMetricData) SetValue(v float64) *RawMetricData {
s.Value = &v
return s
}
const (
// PutMetricsErrorCodeMetricLimitExceeded is a PutMetricsErrorCode enum value
PutMetricsErrorCodeMetricLimitExceeded = "METRIC_LIMIT_EXCEEDED"
// PutMetricsErrorCodeInternalError is a PutMetricsErrorCode enum value
PutMetricsErrorCodeInternalError = "INTERNAL_ERROR"
// PutMetricsErrorCodeValidationError is a PutMetricsErrorCode enum value
PutMetricsErrorCodeValidationError = "VALIDATION_ERROR"
// PutMetricsErrorCodeConflictError is a PutMetricsErrorCode enum value
PutMetricsErrorCodeConflictError = "CONFLICT_ERROR"
)
// PutMetricsErrorCode_Values returns all elements of the PutMetricsErrorCode enum
func PutMetricsErrorCode_Values() []string {
return []string{
PutMetricsErrorCodeMetricLimitExceeded,
PutMetricsErrorCodeInternalError,
PutMetricsErrorCodeValidationError,
PutMetricsErrorCodeConflictError,
}
}
|