Package software.amazon.awscdk.services.sagemaker

Class CfnModelBiasJobDefinition.BatchTransformInputProperty.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnModelBiasJobDefinition.BatchTransformInputProperty.Builder

All Implemented Interfaces:

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

Enclosing interface:

CfnModelBiasJobDefinition.BatchTransformInputProperty

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

A builder for CfnModelBiasJobDefinition.BatchTransformInputProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

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

Sets the value of CfnModelBiasJobDefinition.BatchTransformInputProperty.getDataCapturedDestinationS3Uri()

Parameters:

dataCapturedDestinationS3Uri - The Amazon S3 location being used to capture the data. This parameter is required.

Returns:

this

datasetFormat

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

Sets the value of CfnModelBiasJobDefinition.BatchTransformInputProperty.getDatasetFormat()

Parameters:

datasetFormat - The dataset format for your batch transform job. This parameter is required.

Returns:

this

datasetFormat

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

Sets the value of CfnModelBiasJobDefinition.BatchTransformInputProperty.getDatasetFormat()

Parameters:

datasetFormat - The dataset format for your batch transform job. This parameter is required.

Returns:

this

localPath

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

Sets the value of CfnModelBiasJobDefinition.BatchTransformInputProperty.getLocalPath()

Parameters:

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

Returns:

this

endTimeOffset

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

Sets the value of CfnModelBiasJobDefinition.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

featuresAttribute

@Stability(Stable)
public CfnModelBiasJobDefinition.BatchTransformInputProperty.Builder featuresAttribute(String featuresAttribute)

Sets the value of CfnModelBiasJobDefinition.BatchTransformInputProperty.getFeaturesAttribute()

Parameters:

featuresAttribute - The attributes of the input data that are the input features.

Returns:

this

inferenceAttribute

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

Sets the value of CfnModelBiasJobDefinition.BatchTransformInputProperty.getInferenceAttribute()

Parameters:

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

Returns:

this

probabilityAttribute

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

Sets the value of CfnModelBiasJobDefinition.BatchTransformInputProperty.getProbabilityAttribute()

Parameters:

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

Returns:

this

probabilityThresholdAttribute

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

Sets the value of CfnModelBiasJobDefinition.BatchTransformInputProperty.getProbabilityThresholdAttribute()

Parameters:

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

Returns:

this

s3DataDistributionType

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

Sets the value of CfnModelBiasJobDefinition.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 CfnModelBiasJobDefinition.BatchTransformInputProperty.Builder s3InputMode(String s3InputMode)

Sets the value of CfnModelBiasJobDefinition.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 CfnModelBiasJobDefinition.BatchTransformInputProperty.Builder startTimeOffset(String startTimeOffset)

Sets the value of CfnModelBiasJobDefinition.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 CfnModelBiasJobDefinition.BatchTransformInputProperty build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnModelBiasJobDefinition.BatchTransformInputProperty

Throws:

NullPointerException - if any required attribute was not provided