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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, } }