Package software.amazon.awscdk.services.stepfunctions.tasks

Class SageMakerCreateTransformJobProps.Builder

java.lang.Object

software.amazon.awscdk.services.stepfunctions.tasks.SageMakerCreateTransformJobProps.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<SageMakerCreateTransformJobProps>

Enclosing interface:

SageMakerCreateTransformJobProps

@Stability(Stable)
public static final class SageMakerCreateTransformJobProps.Builder
extends Object
implements software.amazon.jsii.Builder<SageMakerCreateTransformJobProps>

A builder for SageMakerCreateTransformJobProps

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
SageMakerCreateTransformJobProps.Builder	batchStrategy(BatchStrategy batchStrategy)	Sets the value of SageMakerCreateTransformJobProps.getBatchStrategy()
SageMakerCreateTransformJobProps	build()	Builds the configured instance.
SageMakerCreateTransformJobProps.Builder	comment(String comment)	Sets the value of TaskStateBaseProps.getComment()
SageMakerCreateTransformJobProps.Builder	environment(Map<String,String> environment)	Sets the value of SageMakerCreateTransformJobProps.getEnvironment()
SageMakerCreateTransformJobProps.Builder	heartbeat(Duration heartbeat)	Sets the value of TaskStateBaseProps.getHeartbeat()
SageMakerCreateTransformJobProps.Builder	inputPath(String inputPath)	Sets the value of TaskStateBaseProps.getInputPath()
SageMakerCreateTransformJobProps.Builder	integrationPattern(IntegrationPattern integrationPattern)	Sets the value of TaskStateBaseProps.getIntegrationPattern()
SageMakerCreateTransformJobProps.Builder	maxConcurrentTransforms(Number maxConcurrentTransforms)	Sets the value of SageMakerCreateTransformJobProps.getMaxConcurrentTransforms()
SageMakerCreateTransformJobProps.Builder	maxPayload(Size maxPayload)	Sets the value of SageMakerCreateTransformJobProps.getMaxPayload()
SageMakerCreateTransformJobProps.Builder	modelClientOptions(ModelClientOptions modelClientOptions)	Sets the value of SageMakerCreateTransformJobProps.getModelClientOptions()
SageMakerCreateTransformJobProps.Builder	modelName(String modelName)	Sets the value of SageMakerCreateTransformJobProps.getModelName()
SageMakerCreateTransformJobProps.Builder	outputPath(String outputPath)	Sets the value of TaskStateBaseProps.getOutputPath()
SageMakerCreateTransformJobProps.Builder	resultPath(String resultPath)	Sets the value of TaskStateBaseProps.getResultPath()
SageMakerCreateTransformJobProps.Builder	resultSelector(Map<String,? extends Object> resultSelector)	Sets the value of TaskStateBaseProps.getResultSelector()
SageMakerCreateTransformJobProps.Builder	role(IRole role)	Sets the value of SageMakerCreateTransformJobProps.getRole()
SageMakerCreateTransformJobProps.Builder	tags(Map<String,String> tags)	Sets the value of SageMakerCreateTransformJobProps.getTags()
SageMakerCreateTransformJobProps.Builder	timeout(Duration timeout)	Sets the value of TaskStateBaseProps.getTimeout()
SageMakerCreateTransformJobProps.Builder	transformInput(TransformInput transformInput)	Sets the value of SageMakerCreateTransformJobProps.getTransformInput()
SageMakerCreateTransformJobProps.Builder	transformJobName(String transformJobName)	Sets the value of SageMakerCreateTransformJobProps.getTransformJobName()
SageMakerCreateTransformJobProps.Builder	transformOutput(TransformOutput transformOutput)	Sets the value of SageMakerCreateTransformJobProps.getTransformOutput()
SageMakerCreateTransformJobProps.Builder	transformResources(TransformResources transformResources)	Sets the value of SageMakerCreateTransformJobProps.getTransformResources()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

Builder

public Builder()

Method Details

modelName

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder modelName(String modelName)

Sets the value of SageMakerCreateTransformJobProps.getModelName()

Parameters:

modelName - Name of the model that you want to use for the transform job. This parameter is required.

Returns:

this

transformInput

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder transformInput(TransformInput transformInput)

Sets the value of SageMakerCreateTransformJobProps.getTransformInput()

Parameters:

transformInput - Dataset to be transformed and the Amazon S3 location where it is stored. This parameter is required.

Returns:

this

transformJobName

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder transformJobName(String transformJobName)

Sets the value of SageMakerCreateTransformJobProps.getTransformJobName()

Parameters:

transformJobName - Transform Job Name. This parameter is required.

Returns:

this

transformOutput

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder transformOutput(TransformOutput transformOutput)

Sets the value of SageMakerCreateTransformJobProps.getTransformOutput()

Parameters:

transformOutput - S3 location where you want Amazon SageMaker to save the results from the transform job. This parameter is required.

Returns:

this

batchStrategy

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder batchStrategy(BatchStrategy batchStrategy)

Sets the value of SageMakerCreateTransformJobProps.getBatchStrategy()

Parameters:

batchStrategy - Number of records to include in a mini-batch for an HTTP inference request.

Returns:

this

environment

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder environment(Map<String,String> environment)

Sets the value of SageMakerCreateTransformJobProps.getEnvironment()

Parameters:

environment - Environment variables to set in the Docker container.

Returns:

this

maxConcurrentTransforms

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder maxConcurrentTransforms(Number maxConcurrentTransforms)

Sets the value of SageMakerCreateTransformJobProps.getMaxConcurrentTransforms()

Parameters:

maxConcurrentTransforms - Maximum number of parallel requests that can be sent to each instance in a transform job.

Returns:

this

maxPayload

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder maxPayload(Size maxPayload)

Sets the value of SageMakerCreateTransformJobProps.getMaxPayload()

Parameters:

maxPayload - Maximum allowed size of the payload, in MB.

Returns:

this

modelClientOptions

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder modelClientOptions(ModelClientOptions modelClientOptions)

Sets the value of SageMakerCreateTransformJobProps.getModelClientOptions()

Parameters:

modelClientOptions - Configures the timeout and maximum number of retries for processing a transform job invocation.

Returns:

this

role

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder role(IRole role)

Sets the value of SageMakerCreateTransformJobProps.getRole()

Parameters:

role - Role for the Transform Job.

Returns:

this

tags

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder tags(Map<String,String> tags)

Sets the value of SageMakerCreateTransformJobProps.getTags()

Parameters:

tags - Tags to be applied to the train job.

Returns:

this

transformResources

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder transformResources(TransformResources transformResources)

Sets the value of SageMakerCreateTransformJobProps.getTransformResources()

Parameters:

transformResources - ML compute instances for the transform job.

Returns:

this

comment

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder comment(String comment)

Sets the value of TaskStateBaseProps.getComment()

Parameters:

comment - An optional description for this state.

Returns:

this

heartbeat

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder heartbeat(Duration heartbeat)

Sets the value of TaskStateBaseProps.getHeartbeat()

Parameters:

heartbeat - Timeout for the heartbeat.

Returns:

this

inputPath

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder inputPath(String inputPath)

Sets the value of TaskStateBaseProps.getInputPath()

Parameters:

inputPath - JSONPath expression to select part of the state to be the input to this state. May also be the special value JsonPath.DISCARD, which will cause the effective input to be the empty object {}.

Returns:

this

integrationPattern

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder integrationPattern(IntegrationPattern integrationPattern)

Sets the value of TaskStateBaseProps.getIntegrationPattern()

Parameters:

integrationPattern - AWS Step Functions integrates with services directly in the Amazon States Language. You can control these AWS services using service integration patterns

Returns:

this

outputPath

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder outputPath(String outputPath)

Sets the value of TaskStateBaseProps.getOutputPath()

Parameters:

outputPath - JSONPath expression to select select a portion of the state output to pass to the next state. May also be the special value JsonPath.DISCARD, which will cause the effective output to be the empty object {}.

Returns:

this

resultPath

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder resultPath(String resultPath)

Sets the value of TaskStateBaseProps.getResultPath()

Parameters:

resultPath - JSONPath expression to indicate where to inject the state's output. May also be the special value JsonPath.DISCARD, which will cause the state's input to become its output.

Returns:

this

resultSelector

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder resultSelector(Map<String,? extends Object> resultSelector)

Sets the value of TaskStateBaseProps.getResultSelector()

Parameters:

resultSelector - The JSON that will replace the state's raw result and become the effective result before ResultPath is applied. You can use ResultSelector to create a payload with values that are static or selected from the state's raw result.

Returns:

this

timeout

@Stability(Stable)
public SageMakerCreateTransformJobProps.Builder timeout(Duration timeout)

Sets the value of TaskStateBaseProps.getTimeout()

Parameters:

timeout - Timeout for the state machine.

Returns:

this

build

@Stability(Stable)
public SageMakerCreateTransformJobProps build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<SageMakerCreateTransformJobProps>

Returns:

a new instance of SageMakerCreateTransformJobProps

Throws:

NullPointerException - if any required attribute was not provided