sdkutil

README

sdkutil Package

This package contains utilities for interacting with SageMaker SDK types. Specifically, these files help convert and compare the operator's SageMaker types to SageMaker SDK types.

Documentation

Index

• func ConvertDebugRuleEvaluationStatusesFromSageMaker(source []sagemaker.DebugRuleEvaluationStatus) ([]commonv1.DebugRuleEvaluationStatus, error)
• func ConvertHyperParameterTrainingJobSummaryFromSageMaker(source *sagemaker.HyperParameterTrainingJobSummary) (*commonv1.HyperParameterTrainingJobSummary, error)
• func ConvertKeyValuePairSliceToMap(kvps []*commonv1.KeyValuePair) map[string]string
• func ConvertMapToKeyValuePairSlice(m map[string]string) []*commonv1.KeyValuePair
• func ConvertProductionVariantSummary(pv *sagemaker.ProductionVariantSummary) (*commonv1.ProductionVariantSummary, error)
• func ConvertProductionVariantSummarySlice(pvs []sagemaker.ProductionVariantSummary) ([]*commonv1.ProductionVariantSummary, error)
• func ConvertTagSliceToSageMakerTagSlice(tags []commonv1.Tag) []sagemaker.Tag
• func CreateCreateBatchTransformJobInputFromSpec(spec batchtransformjobv1.BatchTransformJobSpec) sagemaker.CreateTransformJobInput
• func CreateCreateEndpointConfigInputFromSpec(endpointconfig *endpointconfigv1.EndpointConfigSpec, endpointConfigName string) (*sagemaker.CreateEndpointConfigInput, error)
• func CreateCreateHyperParameterTuningJobInputFromSpec(spec hpojobv1.HyperparameterTuningJobSpec) (sagemaker.CreateHyperParameterTuningJobInput, error)
• func CreateCreateModelInputFromSpec(model *modelv1.ModelSpec, modelName string) (*sagemaker.CreateModelInput, error)
• func CreateCreateTrainingJobInputFromSpec(spec trainingjobv1.TrainingJobSpec) sagemaker.CreateTrainingJobInput
• func CreateDeleteEndpointConfigInput(endpointConfigName *string) (*sagemaker.DeleteEndpointConfigInput, error)
• func CreateDeleteModelInput(modelName *string) (*sagemaker.DeleteModelInput, error)
• func CreateEndpointConfigSpecFromDescription(description *sagemaker.DescribeEndpointConfigOutput) (*endpointconfigv1.EndpointConfigSpec, error)
• func CreateHyperParameterTuningJobSpecFromDescription(description sagemaker.DescribeHyperParameterTuningJobOutput) hpojobv1.HyperparameterTuningJobSpec
• func CreateModelSpecFromDescription(description *sagemaker.DescribeModelOutput) (*modelv1.ModelSpec, error)
• func CreateTrainingJobSpecFromDescription(description sagemaker.DescribeTrainingJobOutput) (trainingjobv1.TrainingJobSpec, error)
• func CreateTrainingJobStatusCountersFromDescription(sageMakerDescription *sagemaker.DescribeHyperParameterTuningJobOutput) *commonv1.TrainingJobStatusCounters
• func CreateTransformJobSpecFromDescription(description sagemaker.DescribeTransformJobOutput) batchtransformjobv1.BatchTransformJobSpec
• type Comparison
  • func EndpointConfigSpecMatchesDescription(description sagemaker.DescribeEndpointConfigOutput, ...) (Comparison, error)
  • func HyperparameterTuningJobSpecMatchesDescription(description sagemaker.DescribeHyperParameterTuningJobOutput, ...) Comparison
  • func ModelSpecMatchesDescription(description sagemaker.DescribeModelOutput, spec modelv1.ModelSpec) (Comparison, error)
  • func TransformJobSpecMatchesDescription(description sagemaker.DescribeTransformJobOutput, ...) Comparison

Functions

func ConvertDebugRuleEvaluationStatusesFromSageMaker

func ConvertDebugRuleEvaluationStatusesFromSageMaker(source []sagemaker.DebugRuleEvaluationStatus) ([]commonv1.DebugRuleEvaluationStatus, error)

ConvertDebugRuleEvaluationStatusesFromSageMaker converts an array of SageMaker DebugRuleEvaluationStatus to a Kubernetes SageMaker type.

func ConvertHyperParameterTrainingJobSummaryFromSageMaker

func ConvertHyperParameterTrainingJobSummaryFromSageMaker(source *sagemaker.HyperParameterTrainingJobSummary) (*commonv1.HyperParameterTrainingJobSummary, error)

ConvertHyperParameterTrainingJobSummaryFromSageMaker converts a HyperParameterTrainingJobSummary to a Kubernetes SageMaker type, returning errors if there are any.

func ConvertKeyValuePairSliceToMap

func ConvertKeyValuePairSliceToMap(kvps []*commonv1.KeyValuePair) map[string]string

func ConvertMapToKeyValuePairSlice

func ConvertMapToKeyValuePairSlice(m map[string]string) []*commonv1.KeyValuePair

func ConvertProductionVariantSummary

func ConvertProductionVariantSummary(pv *sagemaker.ProductionVariantSummary) (*commonv1.ProductionVariantSummary, error)

Create a *commonv1.ProductionVariantSummary from the equivalent SageMaker type.

func ConvertProductionVariantSummarySlice

func ConvertProductionVariantSummarySlice(pvs []sagemaker.ProductionVariantSummary) ([]*commonv1.ProductionVariantSummary, error)

Create a []*commonv1.ProductionVariantSummary from the equivalent SageMaker type.

func ConvertTagSliceToSageMakerTagSlice

func ConvertTagSliceToSageMakerTagSlice(tags []commonv1.Tag) []sagemaker.Tag

func CreateCreateBatchTransformJobInputFromSpec

func CreateCreateBatchTransformJobInputFromSpec(spec batchtransformjobv1.BatchTransformJobSpec) sagemaker.CreateTransformJobInput

Creates a CreateTrainingJobInput from a BatchTransformJobSpec

func CreateCreateEndpointConfigInputFromSpec

func CreateCreateEndpointConfigInputFromSpec(endpointconfig *endpointconfigv1.EndpointConfigSpec, endpointConfigName string) (*sagemaker.CreateEndpointConfigInput, error)

Create a CreateEndpointConfig request input from a Kubernetes EndpointConfig spec.

func CreateCreateHyperParameterTuningJobInputFromSpec

func CreateCreateHyperParameterTuningJobInputFromSpec(spec hpojobv1.HyperparameterTuningJobSpec) (sagemaker.CreateHyperParameterTuningJobInput, error)

CreateCreateHyperParameterTuningJobInputFromSpec creates a CreateHPO request input from a Kubernetes HPO spec.

func CreateCreateModelInputFromSpec

func CreateCreateModelInputFromSpec(model *modelv1.ModelSpec, modelName string) (*sagemaker.CreateModelInput, error)

Create a CreateModel request input from a Kubernetes Model spec.

func CreateCreateTrainingJobInputFromSpec

func CreateCreateTrainingJobInputFromSpec(spec trainingjobv1.TrainingJobSpec) sagemaker.CreateTrainingJobInput

Create a CreateTrainingJobInput from a TrainingJobSpec. This panics if json libraries are unable to serialize the spec or deserialize the serialization.

func CreateDeleteEndpointConfigInput

func CreateDeleteEndpointConfigInput(endpointConfigName *string) (*sagemaker.DeleteEndpointConfigInput, error)

Create a DeleteEndpointConfigRequest input from a EndpointConfigName.

func CreateDeleteModelInput

func CreateDeleteModelInput(modelName *string) (*sagemaker.DeleteModelInput, error)

Create a DeleteModel request input from a ModelName.

func CreateEndpointConfigSpecFromDescription

func CreateEndpointConfigSpecFromDescription(description *sagemaker.DescribeEndpointConfigOutput) (*endpointconfigv1.EndpointConfigSpec, error)

Create a Kubernetes EndpointConfig spec from a SageMaker endpointconfig description.

func CreateHyperParameterTuningJobSpecFromDescription

func CreateHyperParameterTuningJobSpecFromDescription(description sagemaker.DescribeHyperParameterTuningJobOutput) hpojobv1.HyperparameterTuningJobSpec

Create a HyperParameterTuningJobSpec from a DescribeHyperParameterTuningJobOutput. This panics if json libraries are unable to serialize the description and deserialize the serialization.

func CreateModelSpecFromDescription

func CreateModelSpecFromDescription(description *sagemaker.DescribeModelOutput) (*modelv1.ModelSpec, error)

Create a Kubernetes Model spec from a SageMaker model description.

func CreateTrainingJobSpecFromDescription

func CreateTrainingJobSpecFromDescription(description sagemaker.DescribeTrainingJobOutput) (trainingjobv1.TrainingJobSpec, error)

Create a TrainingJobSpec from a SageMaker description. This uses JSON to do the assignment. It also transforms the hyperparameter list from map to list of key,value pairs.

func CreateTrainingJobStatusCountersFromDescription

func CreateTrainingJobStatusCountersFromDescription(sageMakerDescription *sagemaker.DescribeHyperParameterTuningJobOutput) *commonv1.TrainingJobStatusCounters

CreateTrainingJobStatusCountersFromDescription creates a set of TrainingJobStatusCounters from a DescribeHyperParameterTuningJobOutput

func CreateTransformJobSpecFromDescription

func CreateTransformJobSpecFromDescription(description sagemaker.DescribeTransformJobOutput) batchtransformjobv1.BatchTransformJobSpec

Create a BatchTransformJobSpec from a DescribeTrainingJobOutput. This panics if json libraries are unable to serialize the description and deserialize the serialization.

Types

type Comparison

type Comparison struct {
	// A human-readable list of differences.
	Differences string

	// Whether or not the two objects are equal.
	Equal bool
}

Simple struct representing whether two objects match and their differences.

func EndpointConfigSpecMatchesDescription

func EndpointConfigSpecMatchesDescription(description sagemaker.DescribeEndpointConfigOutput, spec endpointconfigv1.EndpointConfigSpec) (Comparison, error)

Determine if the given EndpointConfigSpec matches the DescribeEndpointConfigOutput. This converts the description to a EndpointConfigSpec, then selectively compares fields.

func HyperparameterTuningJobSpecMatchesDescription

func HyperparameterTuningJobSpecMatchesDescription(description sagemaker.DescribeHyperParameterTuningJobOutput, spec hpojobv1.HyperparameterTuningJobSpec) Comparison

Determine if the given HyperparameterTuningJobSpec matches the DescribeHyperParameterTuningJobOutput. This converts the description to a HyperparameterTuningJobSpec, then selectively compares fields.

func ModelSpecMatchesDescription

func ModelSpecMatchesDescription(description sagemaker.DescribeModelOutput, spec modelv1.ModelSpec) (Comparison, error)

Determine if the given ModelSpec matches the DescribeModelOutput. This converts the description to a ModelSpec, then selectively compares fields.

func TransformJobSpecMatchesDescription

func TransformJobSpecMatchesDescription(description sagemaker.DescribeTransformJobOutput, spec batchtransformjobv1.BatchTransformJobSpec) Comparison

Determine if the given BatchTransformJobSpec matches the DescribeTransformJobOutput. This converts the description to a BatchTransformJobSpec, then selectively compares fields.