Package software.amazon.awscdk.services.sagemaker

Class CfnTransformJobProps.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnTransformJobProps.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnTransformJobProps>

Enclosing interface:

CfnTransformJobProps

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

A builder for CfnTransformJobProps

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

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

Sets the value of CfnTransformJobProps.getModelName()

Parameters:

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

Returns:

this

transformInput

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

Sets the value of CfnTransformJobProps.getTransformInput()

Parameters:

transformInput - Describes the input source and the way the transform job consumes it. This parameter is required.

Returns:

this

transformInput

@Stability(Stable)
public CfnTransformJobProps.Builder transformInput(CfnTransformJob.TransformInputProperty transformInput)

Sets the value of CfnTransformJobProps.getTransformInput()

Parameters:

transformInput - Describes the input source and the way the transform job consumes it. This parameter is required.

Returns:

this

transformOutput

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

Sets the value of CfnTransformJobProps.getTransformOutput()

Parameters:

transformOutput - Describes the results of the transform job. This parameter is required.

Returns:

this

transformOutput

@Stability(Stable)
public CfnTransformJobProps.Builder transformOutput(CfnTransformJob.TransformOutputProperty transformOutput)

Sets the value of CfnTransformJobProps.getTransformOutput()

Parameters:

transformOutput - Describes the results of the transform job. This parameter is required.

Returns:

this

transformResources

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

Sets the value of CfnTransformJobProps.getTransformResources()

Parameters:

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

Returns:

this

transformResources

@Stability(Stable)
public CfnTransformJobProps.Builder transformResources(CfnTransformJob.TransformResourcesProperty transformResources)

Sets the value of CfnTransformJobProps.getTransformResources()

Parameters:

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

Returns:

this

batchStrategy

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

Sets the value of CfnTransformJobProps.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 CfnTransformJobProps.Builder dataCaptureConfig(IResolvable dataCaptureConfig)

Sets the value of CfnTransformJobProps.getDataCaptureConfig()

Parameters:

dataCaptureConfig - Configuration to control how SageMaker captures inference data.

Returns:

this

dataCaptureConfig

@Stability(Stable)
public CfnTransformJobProps.Builder dataCaptureConfig(CfnTransformJob.DataCaptureConfigProperty dataCaptureConfig)

Sets the value of CfnTransformJobProps.getDataCaptureConfig()

Parameters:

dataCaptureConfig - Configuration to control how SageMaker captures inference data.

Returns:

this

dataProcessing

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

Sets the value of CfnTransformJobProps.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 CfnTransformJobProps.Builder dataProcessing(CfnTransformJob.DataProcessingProperty dataProcessing)

Sets the value of CfnTransformJobProps.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 CfnTransformJobProps.Builder environment(IResolvable environment)

Sets the value of CfnTransformJobProps.getEnvironment()

Parameters:

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

Returns:

this

environment

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

Sets the value of CfnTransformJobProps.getEnvironment()

Parameters:

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

Returns:

this

experimentConfig

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

Sets the value of CfnTransformJobProps.getExperimentConfig()

Parameters:

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

Returns:

this

experimentConfig

@Stability(Stable)
public CfnTransformJobProps.Builder experimentConfig(CfnTransformJob.ExperimentConfigProperty experimentConfig)

Sets the value of CfnTransformJobProps.getExperimentConfig()

Parameters:

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

Returns:

this

maxConcurrentTransforms

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

Sets the value of CfnTransformJobProps.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 CfnTransformJobProps.Builder maxPayloadInMb(Number maxPayloadInMb)

Sets the value of CfnTransformJobProps.getMaxPayloadInMb()

Parameters:

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

Returns:

this

modelClientConfig

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

Sets the value of CfnTransformJobProps.getModelClientConfig()

Parameters:

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

Returns:

this

modelClientConfig

@Stability(Stable)
public CfnTransformJobProps.Builder modelClientConfig(CfnTransformJob.ModelClientConfigProperty modelClientConfig)

Sets the value of CfnTransformJobProps.getModelClientConfig()

Parameters:

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

Returns:

this

tags

@Stability(Stable)
public CfnTransformJobProps.Builder tags(List<? extends CfnTransformJob.TagsItemsProperty> tags)

Sets the value of CfnTransformJobProps.getTags()

Parameters:

tags - An array of key-value pairs.

Returns:

this

build

@Stability(Stable)
public CfnTransformJobProps build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnTransformJobProps

Throws:

NullPointerException - if any required attribute was not provided