Package software.amazon.awscdk.services.sagemaker

Class CfnTransformJob.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnTransformJob.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnTransformJob>

Enclosing class:

CfnTransformJob

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

A fluent builder for CfnTransformJob.

Method Summary

Modifier and Type	Method	Description
CfnTransformJob.Builder	batchStrategy(String batchStrategy)	Specifies the number of records to include in a mini-batch for an HTTP inference request.
CfnTransformJob	build()
static CfnTransformJob.Builder	create(software.constructs.Construct scope, String id)
CfnTransformJob.Builder	dataCaptureConfig(IResolvable dataCaptureConfig)	Configuration to control how SageMaker captures inference data.
CfnTransformJob.Builder	dataCaptureConfig(CfnTransformJob.DataCaptureConfigProperty dataCaptureConfig)	Configuration to control how SageMaker captures inference data.
CfnTransformJob.Builder	dataProcessing(IResolvable dataProcessing)	The data structure used to specify the data to be used for inference in a batch transform job.
CfnTransformJob.Builder	dataProcessing(CfnTransformJob.DataProcessingProperty dataProcessing)	The data structure used to specify the data to be used for inference in a batch transform job.
CfnTransformJob.Builder	environment(Map<String,String> environment)	The environment variables to set in the Docker container.
CfnTransformJob.Builder	environment(IResolvable environment)	The environment variables to set in the Docker container.
CfnTransformJob.Builder	experimentConfig(IResolvable experimentConfig)	Associates a SageMaker job as a trial component with an experiment and trial.
CfnTransformJob.Builder	experimentConfig(CfnTransformJob.ExperimentConfigProperty experimentConfig)	Associates a SageMaker job as a trial component with an experiment and trial.
CfnTransformJob.Builder	maxConcurrentTransforms(Number maxConcurrentTransforms)	The maximum number of parallel requests that can be sent to each instance in a transform job.
CfnTransformJob.Builder	maxPayloadInMb(Number maxPayloadInMb)	The maximum allowed size of the payload, in MB.
CfnTransformJob.Builder	modelClientConfig(IResolvable modelClientConfig)	Configures the timeout and maximum number of retries for processing a transform job invocation.
CfnTransformJob.Builder	modelClientConfig(CfnTransformJob.ModelClientConfigProperty modelClientConfig)	Configures the timeout and maximum number of retries for processing a transform job invocation.
CfnTransformJob.Builder	modelName(String modelName)	The name of the model that you want to use for the transform job.
CfnTransformJob.Builder	tags(List<? extends CfnTransformJob.TagsItemsProperty> tags)	An array of key-value pairs.
CfnTransformJob.Builder	transformInput(IResolvable transformInput)	Describes the input source and the way the transform job consumes it.
CfnTransformJob.Builder	transformInput(CfnTransformJob.TransformInputProperty transformInput)	Describes the input source and the way the transform job consumes it.
CfnTransformJob.Builder	transformOutput(IResolvable transformOutput)	Describes the results of the transform job.
CfnTransformJob.Builder	transformOutput(CfnTransformJob.TransformOutputProperty transformOutput)	Describes the results of the transform job.
CfnTransformJob.Builder	transformResources(IResolvable transformResources)	Describes the resources, including ML instance types and ML instance count, to use for the transform job.
CfnTransformJob.Builder	transformResources(CfnTransformJob.TransformResourcesProperty transformResources)	Describes the resources, including ML instance types and ML instance count, to use for the transform job.

Methods inherited from class java.lang.Object

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

Method Details

create

@Stability(Stable)
public static CfnTransformJob.Builder create(software.constructs.Construct scope,
 String id)

Parameters:

scope - Scope in which this resource is defined. This parameter is required.

id - Construct identifier for this resource (unique in its scope). This parameter is required.

Returns:

a new instance of CfnTransformJob.Builder.

modelName

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

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

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-modelname

transformInput

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

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

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-transforminput

transformInput

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

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

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-transforminput

transformOutput

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

Describes the results of the transform job.

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-transformoutput

transformOutput

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

Describes the results of the transform job.

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-transformoutput

transformResources

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

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

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-transformresources

transformResources

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

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

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-transformresources

batchStrategy

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

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

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-batchstrategy

dataCaptureConfig

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

Configuration to control how SageMaker captures inference data.

Parameters:

dataCaptureConfig - Configuration to control how SageMaker captures inference data. This parameter is required.

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-datacaptureconfig

dataCaptureConfig

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

Configuration to control how SageMaker captures inference data.

Parameters:

dataCaptureConfig - Configuration to control how SageMaker captures inference data. This parameter is required.

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-datacaptureconfig

dataProcessing

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

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

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-dataprocessing

dataProcessing

@Stability(Stable)
public CfnTransformJob.Builder dataProcessing(CfnTransformJob.DataProcessingProperty dataProcessing)

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

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-dataprocessing

environment

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

The environment variables to set in the Docker container.

Parameters:

environment - The environment variables to set in the Docker container. This parameter is required.

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-environment

environment

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

The environment variables to set in the Docker container.

Parameters:

environment - The environment variables to set in the Docker container. This parameter is required.

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-environment

experimentConfig

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

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

Parameters:

experimentConfig - Associates a SageMaker job as a trial component with an experiment and trial. This parameter is required.

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-experimentconfig

experimentConfig

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

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

Parameters:

experimentConfig - Associates a SageMaker job as a trial component with an experiment and trial. This parameter is required.

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-experimentconfig

maxConcurrentTransforms

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

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

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-maxconcurrenttransforms

maxPayloadInMb

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

The maximum allowed size of the payload, in MB.

Parameters:

maxPayloadInMb - The maximum allowed size of the payload, in MB. This parameter is required.

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-maxpayloadinmb

modelClientConfig

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

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

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-modelclientconfig

modelClientConfig

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

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

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-modelclientconfig

tags

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

An array of key-value pairs.

Parameters:

tags - An array of key-value pairs. This parameter is required.

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-transformjob.html#cfn-sagemaker-transformjob-tags

build

@Stability(Stable)
public CfnTransformJob build()

Specified by:

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

Returns:

a newly built instance of CfnTransformJob.