Package software.amazon.awscdk.cfnpropertymixins.services.sagemaker

Class CfnTransformJobMixinProps.Builder

java.lang.Object

software.amazon.awscdk.cfnpropertymixins.services.sagemaker.CfnTransformJobMixinProps.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnTransformJobMixinProps>

Enclosing interface:

CfnTransformJobMixinProps

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

A builder for CfnTransformJobMixinProps

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnTransformJobMixinProps.Builder	batchStrategy(String batchStrategy)	Sets the value of CfnTransformJobMixinProps.getBatchStrategy()
CfnTransformJobMixinProps	build()	Builds the configured instance.
CfnTransformJobMixinProps.Builder	dataCaptureConfig(CfnTransformJobPropsMixin.DataCaptureConfigProperty dataCaptureConfig)	Sets the value of CfnTransformJobMixinProps.getDataCaptureConfig()
CfnTransformJobMixinProps.Builder	dataCaptureConfig(IResolvable dataCaptureConfig)	Sets the value of CfnTransformJobMixinProps.getDataCaptureConfig()
CfnTransformJobMixinProps.Builder	dataProcessing(CfnTransformJobPropsMixin.DataProcessingProperty dataProcessing)	Sets the value of CfnTransformJobMixinProps.getDataProcessing()
CfnTransformJobMixinProps.Builder	dataProcessing(IResolvable dataProcessing)	Sets the value of CfnTransformJobMixinProps.getDataProcessing()
CfnTransformJobMixinProps.Builder	environment(Map<String,String> environment)	Sets the value of CfnTransformJobMixinProps.getEnvironment()
CfnTransformJobMixinProps.Builder	environment(IResolvable environment)	Sets the value of CfnTransformJobMixinProps.getEnvironment()
CfnTransformJobMixinProps.Builder	experimentConfig(CfnTransformJobPropsMixin.ExperimentConfigProperty experimentConfig)	Sets the value of CfnTransformJobMixinProps.getExperimentConfig()
CfnTransformJobMixinProps.Builder	experimentConfig(IResolvable experimentConfig)	Sets the value of CfnTransformJobMixinProps.getExperimentConfig()
CfnTransformJobMixinProps.Builder	maxConcurrentTransforms(Number maxConcurrentTransforms)	Sets the value of CfnTransformJobMixinProps.getMaxConcurrentTransforms()
CfnTransformJobMixinProps.Builder	maxPayloadInMb(Number maxPayloadInMb)	Sets the value of CfnTransformJobMixinProps.getMaxPayloadInMb()
CfnTransformJobMixinProps.Builder	modelClientConfig(CfnTransformJobPropsMixin.ModelClientConfigProperty modelClientConfig)	Sets the value of CfnTransformJobMixinProps.getModelClientConfig()
CfnTransformJobMixinProps.Builder	modelClientConfig(IResolvable modelClientConfig)	Sets the value of CfnTransformJobMixinProps.getModelClientConfig()
CfnTransformJobMixinProps.Builder	modelName(String modelName)	Sets the value of CfnTransformJobMixinProps.getModelName()
CfnTransformJobMixinProps.Builder	tags(List<? extends CfnTransformJobPropsMixin.TagsItemsProperty> tags)	Sets the value of CfnTransformJobMixinProps.getTags()
CfnTransformJobMixinProps.Builder	transformInput(CfnTransformJobPropsMixin.TransformInputProperty transformInput)	Sets the value of CfnTransformJobMixinProps.getTransformInput()
CfnTransformJobMixinProps.Builder	transformInput(IResolvable transformInput)	Sets the value of CfnTransformJobMixinProps.getTransformInput()
CfnTransformJobMixinProps.Builder	transformOutput(CfnTransformJobPropsMixin.TransformOutputProperty transformOutput)	Sets the value of CfnTransformJobMixinProps.getTransformOutput()
CfnTransformJobMixinProps.Builder	transformOutput(IResolvable transformOutput)	Sets the value of CfnTransformJobMixinProps.getTransformOutput()
CfnTransformJobMixinProps.Builder	transformResources(CfnTransformJobPropsMixin.TransformResourcesProperty transformResources)	Sets the value of CfnTransformJobMixinProps.getTransformResources()
CfnTransformJobMixinProps.Builder	transformResources(IResolvable transformResources)	Sets the value of CfnTransformJobMixinProps.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

batchStrategy

@Stability(Stable)
public CfnTransformJobMixinProps.Builder batchStrategy(String batchStrategy)

Sets the value of CfnTransformJobMixinProps.getBatchStrategy()

Parameters:

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

Returns:

this

dataCaptureConfig

@Stability(Stable)
public CfnTransformJobMixinProps.Builder dataCaptureConfig(IResolvable dataCaptureConfig)

Sets the value of CfnTransformJobMixinProps.getDataCaptureConfig()

Parameters:

dataCaptureConfig - Configuration to control how SageMaker captures inference data.

Returns:

this

dataCaptureConfig

@Stability(Stable)
public CfnTransformJobMixinProps.Builder dataCaptureConfig(CfnTransformJobPropsMixin.DataCaptureConfigProperty dataCaptureConfig)

Sets the value of CfnTransformJobMixinProps.getDataCaptureConfig()

Parameters:

dataCaptureConfig - Configuration to control how SageMaker captures inference data.

Returns:

this

dataProcessing

@Stability(Stable)
public CfnTransformJobMixinProps.Builder dataProcessing(IResolvable dataProcessing)

Sets the value of CfnTransformJobMixinProps.getDataProcessing()

Parameters:

dataProcessing - The data structure used to specify the data to be used for inference in a batch transform job.

Returns:

this

dataProcessing

@Stability(Stable)
public CfnTransformJobMixinProps.Builder dataProcessing(CfnTransformJobPropsMixin.DataProcessingProperty dataProcessing)

Sets the value of CfnTransformJobMixinProps.getDataProcessing()

Parameters:

dataProcessing - The data structure used to specify the data to be used for inference in a batch transform job.

Returns:

this

environment

@Stability(Stable)
public CfnTransformJobMixinProps.Builder environment(IResolvable environment)

Sets the value of CfnTransformJobMixinProps.getEnvironment()

Parameters:

environment - The environment variables to set in the Docker container.

Returns:

this

environment

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

Sets the value of CfnTransformJobMixinProps.getEnvironment()

Parameters:

environment - The environment variables to set in the Docker container.

Returns:

this

experimentConfig

@Stability(Stable)
public CfnTransformJobMixinProps.Builder experimentConfig(IResolvable experimentConfig)

Sets the value of CfnTransformJobMixinProps.getExperimentConfig()

Parameters:

experimentConfig - Associates a SageMaker job as a trial component with an experiment and trial.

Returns:

this

experimentConfig

@Stability(Stable)
public CfnTransformJobMixinProps.Builder experimentConfig(CfnTransformJobPropsMixin.ExperimentConfigProperty experimentConfig)

Sets the value of CfnTransformJobMixinProps.getExperimentConfig()

Parameters:

experimentConfig - Associates a SageMaker job as a trial component with an experiment and trial.

Returns:

this

maxConcurrentTransforms

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

Sets the value of CfnTransformJobMixinProps.getMaxConcurrentTransforms()

Parameters:

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

Returns:

this

maxPayloadInMb

@Stability(Stable)
public CfnTransformJobMixinProps.Builder maxPayloadInMb(Number maxPayloadInMb)

Sets the value of CfnTransformJobMixinProps.getMaxPayloadInMb()

Parameters:

maxPayloadInMb - The maximum allowed size of the payload, in MB.

Returns:

this

modelClientConfig

@Stability(Stable)
public CfnTransformJobMixinProps.Builder modelClientConfig(IResolvable modelClientConfig)

Sets the value of CfnTransformJobMixinProps.getModelClientConfig()

Parameters:

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

Returns:

this

modelClientConfig

@Stability(Stable)
public CfnTransformJobMixinProps.Builder modelClientConfig(CfnTransformJobPropsMixin.ModelClientConfigProperty modelClientConfig)

Sets the value of CfnTransformJobMixinProps.getModelClientConfig()

Parameters:

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

Returns:

this

modelName

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

Sets the value of CfnTransformJobMixinProps.getModelName()

Parameters:

modelName - The name of the model that you want to use for the transform job.

Returns:

this

tags

@Stability(Stable)
public CfnTransformJobMixinProps.Builder tags(List<? extends CfnTransformJobPropsMixin.TagsItemsProperty> tags)

Sets the value of CfnTransformJobMixinProps.getTags()

Parameters:

tags - An array of key-value pairs.

Returns:

this

transformInput

@Stability(Stable)
public CfnTransformJobMixinProps.Builder transformInput(IResolvable transformInput)

Sets the value of CfnTransformJobMixinProps.getTransformInput()

Parameters:

transformInput - Describes the input source and the way the transform job consumes it.

Returns:

this

transformInput

@Stability(Stable)
public CfnTransformJobMixinProps.Builder transformInput(CfnTransformJobPropsMixin.TransformInputProperty transformInput)

Sets the value of CfnTransformJobMixinProps.getTransformInput()

Parameters:

transformInput - Describes the input source and the way the transform job consumes it.

Returns:

this

transformOutput

@Stability(Stable)
public CfnTransformJobMixinProps.Builder transformOutput(IResolvable transformOutput)

Sets the value of CfnTransformJobMixinProps.getTransformOutput()

Parameters:

transformOutput - Describes the results of the transform job.

Returns:

this

transformOutput

@Stability(Stable)
public CfnTransformJobMixinProps.Builder transformOutput(CfnTransformJobPropsMixin.TransformOutputProperty transformOutput)

Sets the value of CfnTransformJobMixinProps.getTransformOutput()

Parameters:

transformOutput - Describes the results of the transform job.

Returns:

this

transformResources

@Stability(Stable)
public CfnTransformJobMixinProps.Builder transformResources(IResolvable transformResources)

Sets the value of CfnTransformJobMixinProps.getTransformResources()

Parameters:

transformResources - Describes the resources, including ML instance types and ML instance count, to use for the transform job.

Returns:

this

transformResources

@Stability(Stable)
public CfnTransformJobMixinProps.Builder transformResources(CfnTransformJobPropsMixin.TransformResourcesProperty transformResources)

Sets the value of CfnTransformJobMixinProps.getTransformResources()

Parameters:

transformResources - Describes the resources, including ML instance types and ML instance count, to use for the transform job.

Returns:

this

build

@Stability(Stable)
public CfnTransformJobMixinProps build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnTransformJobMixinProps

Throws:

NullPointerException - if any required attribute was not provided