Class SmProcessingStep

SageMaker Processing step.

Generates a Pipeline Definition step of type "Processing" that runs a containerized processing job (preprocessing, evaluation, etc.).

Hierarchy (View Summary)

PipelineStep
- SmProcessingStep

Index

Constructors

constructor

new SmProcessingStep(
name: string,
props: SmProcessingStepProps,
): SmProcessingStep
Parameters
- name: string
- props: SmProcessingStepProps
Returns SmProcessingStep
Overrides PipelineStep.constructor
- Defined in packages/constructs/L3/ai/sagemaker-model-training-l3-construct/lib/steps/processing-step.ts:93

Properties

`Readonly`dependsOn

dependsOn: string[]

Steps this step explicitly depends on (in addition to data dependencies).

`Readonly`name

name: string

Step name — must be unique within the pipeline.

Methods

`Protected`buildNetworkConfig

buildNetworkConfig(
config?: PipelineNetworkConfig,
): Record<string, unknown> | undefined
Build a VPC/NetworkConfig Arguments fragment from the shared config. Returns undefined if no VPC config is provided.
Parameters
- Optionalconfig: PipelineNetworkConfig
Returns Record<string, unknown> | undefined
Inherited from PipelineStep.buildNetworkConfig
- Defined in packages/constructs/L3/ai/sagemaker-model-training-l3-construct/lib/steps/pipeline-step.ts:92

output

output(outputName: string): StepOutputReference
Returns a reference to an output of this processing step. Use this to wire outputs to downstream step inputs.
Parameters
- outputName: string
Returns StepOutputReference
- Defined in packages/constructs/L3/ai/sagemaker-model-training-l3-construct/lib/steps/processing-step.ts:104

toDefinition

toDefinition(): PipelineStepDefinition
Produce the JSON definition for this step.

Returns PipelineStepDefinition
Overrides PipelineStep.toDefinition
- Defined in packages/constructs/L3/ai/sagemaker-model-training-l3-construct/lib/steps/processing-step.ts:108

Class SmProcessingStep

Hierarchy (View Summary)

Index

Constructors

Properties

Methods

Constructors

constructor

Parameters

Returns SmProcessingStep

Properties

`Readonly`dependsOn

`Readonly`name

Methods

`Protected`buildNetworkConfig

Parameters

Returns Record<string, unknown> | undefined

output

Parameters

Returns StepOutputReference

toDefinition

Returns PipelineStepDefinition

Settings

On This Page

Class SmProcessingStep

Hierarchy (View Summary)

Index

Constructors

Properties

Methods

Constructors

constructor

Parameters

Returns SmProcessingStep

Properties

ReadonlydependsOn

Readonlyname

Methods

ProtectedbuildNetworkConfig

Parameters

Returns Record<string, unknown> | undefined

output

Parameters

Returns StepOutputReference

toDefinition

Returns PipelineStepDefinition

Settings

On This Page

`Readonly`dependsOn

`Readonly`name

`Protected`buildNetworkConfig