Package software.amazon.awscdk.services.sagemaker

Class CfnModelQualityJobDefinition.BatchTransformInputProperty.Builder

java.lang.Object

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

All Implemented Interfaces:

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

Enclosing interface:

CfnModelQualityJobDefinition.BatchTransformInputProperty

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

A builder for CfnModelQualityJobDefinition.BatchTransformInputProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

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

Sets the value of CfnModelQualityJobDefinition.BatchTransformInputProperty.getDataCapturedDestinationS3Uri()

Parameters:

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

Returns:

this

datasetFormat

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

Sets the value of CfnModelQualityJobDefinition.BatchTransformInputProperty.getDatasetFormat()

Parameters:

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

Returns:

this

datasetFormat

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

Sets the value of CfnModelQualityJobDefinition.BatchTransformInputProperty.getDatasetFormat()

Parameters:

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

Returns:

this

localPath

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

Sets the value of CfnModelQualityJobDefinition.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 CfnModelQualityJobDefinition.BatchTransformInputProperty.Builder endTimeOffset(String endTimeOffset)

Sets the value of CfnModelQualityJobDefinition.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 CfnModelQualityJobDefinition.BatchTransformInputProperty.Builder inferenceAttribute(String inferenceAttribute)

Sets the value of CfnModelQualityJobDefinition.BatchTransformInputProperty.getInferenceAttribute()

Parameters:

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

Returns:

this

probabilityAttribute

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

Sets the value of CfnModelQualityJobDefinition.BatchTransformInputProperty.getProbabilityAttribute()

Parameters:

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

Returns:

this

probabilityThresholdAttribute

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

Sets the value of CfnModelQualityJobDefinition.BatchTransformInputProperty.getProbabilityThresholdAttribute()

Parameters:

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

Returns:

this

s3DataDistributionType

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

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

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

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

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnModelQualityJobDefinition.BatchTransformInputProperty

Throws:

NullPointerException - if any required attribute was not provided