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// 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,
}
}