/
sagemaker.go
120 lines (108 loc) · 4.47 KB
/
sagemaker.go
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package step
import (
"math/rand"
)
// SageMakerTag represents a tag for a SageMaker task
type SageMakerTag struct {
Key string `json:",omitempty"`
Value string `json:",omitempty"`
}
// SageMakerTrainingJobParameters are the parameters for a SageMaker Training
// Job as defined by https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateTrainingJob.html
type SageMakerTrainingJobParameters struct {
AlgorithmSpecification map[string]interface{} `json:",omitempty"`
HyperParameters map[string]interface{} `json:",omitempty"`
InputDataConfig []interface{} `json:",omitempty"`
OutputDataConfig map[string]interface{} `json:",omitempty"`
ResourceConfig map[string]interface{} `json:",omitempty"`
RoleArn string `json:",omitempty"`
StoppingCondition interface{} `json:",omitempty"`
Tags string `json:",omitempty"`
TrainingJobName string `json:",omitempty"`
VpcConfig map[string]interface{} `json:",omitempty"`
}
////////////////////////////////////////////////////////////////////////////////
/*
_____ _ _
|_ _| _ __ _(_)_ _ (_)_ _ __ _
| || '_/ _` | | ' \| | ' \/ _` |
|_||_| \__,_|_|_||_|_|_||_\__, |
|___/
*/
////////////////////////////////////////////////////////////////////////////////
// SageMakerTrainingJob represents bindings for
// https://docs.aws.amazon.com/step-functions/latest/dg/connectors-sqs.html
type SageMakerTrainingJob struct {
BaseTask
parameters SageMakerTrainingJobParameters
}
// MarshalJSON for custom marshalling, since this will be stringified and we need it
// to turn into a stringified
// Ref: https://docs.aws.amazon.com/step-functions/latest/dg/connectors-sqs.html
func (smtj *SageMakerTrainingJob) MarshalJSON() ([]byte, error) {
return smtj.BaseTask.marshalMergedParams("arn:aws:states:::sagemaker:createTrainingJob.sync",
&smtj.parameters)
}
// NewSageMakerTrainingJob returns an initialized SQSTaskState
func NewSageMakerTrainingJob(stateName string,
parameters SageMakerTrainingJobParameters) *SageMakerTrainingJob {
smtj := &SageMakerTrainingJob{
BaseTask: BaseTask{
baseInnerState: baseInnerState{
name: stateName,
id: rand.Int63(),
},
},
parameters: parameters,
}
return smtj
}
////////////////////////////////////////////////////////////////////////////////
/*
_____ __
|_ _| _ __ _ _ _ ___/ _|___ _ _ _ __
| || '_/ _` | ' \(_-< _/ _ \ '_| ' \
|_||_| \__,_|_||_/__/_| \___/_| |_|_|_|
*/
////////////////////////////////////////////////////////////////////////////////
// SageMakerTransformJobParameters are the parameters for a SageMaker Training
// Job as defined by https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateTransformJob.html
type SageMakerTransformJobParameters struct {
BatchStrategy string `json:",omitempty"`
Environment map[string]string `json:",omitempty"`
MaxConcurrentTransforms int `json:",omitempty"`
MaxPayloadInMB int `json:",omitempty"`
ModelName string `json:",omitempty"`
Tags []SageMakerTag `json:",omitempty"`
TransformInput map[string]interface{} `json:",omitempty"`
TransformJobName string `json:",omitempty"`
TransformOutput map[string]interface{} `json:",omitempty"`
TransformResources map[string]interface{} `json:",omitempty"`
}
// SageMakerTransformJob represents bindings for
// https://docs.aws.amazon.com/step-functions/latest/dg/connectors-sqs.html
type SageMakerTransformJob struct {
BaseTask
parameters SageMakerTransformJobParameters
}
// MarshalJSON for custom marshalling, since this will be stringified and we need it
// to turn into a stringified
// Ref: https://docs.aws.amazon.com/step-functions/latest/dg/connectors-sqs.html
func (smtj *SageMakerTransformJob) MarshalJSON() ([]byte, error) {
return smtj.BaseTask.marshalMergedParams("arn:aws:states:::sagemaker:createTransformJob.sync",
&smtj.parameters)
}
// NewSageMakerTransformJob returns an initialized SQSTaskState
func NewSageMakerTransformJob(stateName string,
parameters SageMakerTransformJobParameters) *SageMakerTransformJob {
sns := &SageMakerTransformJob{
BaseTask: BaseTask{
baseInnerState: baseInnerState{
name: stateName,
id: rand.Int63(),
},
},
parameters: parameters,
}
return sns
}