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

Class CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder

java.lang.Object

software.amazon.awscdk.cfnpropertymixins.services.sagemaker.CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty>

Enclosing interface:

CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty

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

A builder for CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty	build()	Builds the configured instance.
CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	dataCapturedDestinationS3Uri(String dataCapturedDestinationS3Uri)	Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getDataCapturedDestinationS3Uri()
CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	datasetFormat(CfnModelQualityJobDefinitionPropsMixin.DatasetFormatProperty datasetFormat)	Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getDatasetFormat()
CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	datasetFormat(IResolvable datasetFormat)	Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getDatasetFormat()
CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	endTimeOffset(String endTimeOffset)	Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getEndTimeOffset()
CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	inferenceAttribute(String inferenceAttribute)	Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getInferenceAttribute()
CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	localPath(String localPath)	Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getLocalPath()
CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	probabilityAttribute(String probabilityAttribute)	Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getProbabilityAttribute()
CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	probabilityThresholdAttribute(Number probabilityThresholdAttribute)	Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getProbabilityThresholdAttribute()
CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	s3DataDistributionType(String s3DataDistributionType)	Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getS3DataDistributionType()
CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	s3InputMode(String s3InputMode)	Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getS3InputMode()
CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	startTimeOffset(String startTimeOffset)	Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getStartTimeOffset()

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

dataCapturedDestinationS3Uri

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder dataCapturedDestinationS3Uri(String dataCapturedDestinationS3Uri)

Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getDataCapturedDestinationS3Uri()

Parameters:

dataCapturedDestinationS3Uri - The Amazon S3 location being used to capture the data.

Returns:

this

datasetFormat

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder datasetFormat(IResolvable datasetFormat)

Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getDatasetFormat()

Parameters:

datasetFormat - The dataset format for your batch transform job.

Returns:

this

datasetFormat

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder datasetFormat(CfnModelQualityJobDefinitionPropsMixin.DatasetFormatProperty datasetFormat)

Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getDatasetFormat()

Parameters:

datasetFormat - The dataset format for your batch transform job.

Returns:

this

endTimeOffset

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder endTimeOffset(String endTimeOffset)

Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getEndTimeOffset()

Parameters:

endTimeOffset - If specified, monitoring jobs subtract this time from the end time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs .

Returns:

this

inferenceAttribute

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder inferenceAttribute(String inferenceAttribute)

Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getInferenceAttribute()

Parameters:

inferenceAttribute - The attribute of the input data that represents the ground truth label.

Returns:

this

localPath

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder localPath(String localPath)

Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getLocalPath()

Parameters:

localPath - Path to the filesystem where the batch transform data is available to the container.

Returns:

this

probabilityAttribute

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder probabilityAttribute(String probabilityAttribute)

Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getProbabilityAttribute()

Parameters:

probabilityAttribute - In a classification problem, the attribute that represents the class probability.

Returns:

this

probabilityThresholdAttribute

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder probabilityThresholdAttribute(Number probabilityThresholdAttribute)

Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getProbabilityThresholdAttribute()

Parameters:

probabilityThresholdAttribute - The threshold for the class probability to be evaluated as a positive result.

Returns:

this

s3DataDistributionType

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder s3DataDistributionType(String s3DataDistributionType)

Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getS3DataDistributionType()

Parameters:

s3DataDistributionType - Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to FullyReplicated

Returns:

this

s3InputMode

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder s3InputMode(String s3InputMode)

Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getS3InputMode()

Parameters:

s3InputMode - Whether the Pipe or File is used as the input mode for transferring data for the monitoring job. Pipe mode is recommended for large datasets. File mode is useful for small files that fit in memory. Defaults to File .

Returns:

this

startTimeOffset

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder startTimeOffset(String startTimeOffset)

Sets the value of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty.getStartTimeOffset()

Parameters:

startTimeOffset - If specified, monitoring jobs substract this time from the start time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs .

Returns:

this

build

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty>

Returns:

a new instance of CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty

Throws:

NullPointerException - if any required attribute was not provided