Package com.pulumi.aws.sagemaker.inputs

Class MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder

java.lang.Object

com.pulumi.aws.sagemaker.inputs.MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder

Enclosing class:

MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs

public static final class MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder
extends java.lang.Object

Constructor Summary

Constructors

Constructor	Description
Builder()
Builder(MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs defaults)

Method Summary

Modifier and Type	Method	Description
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs	build()
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	dataCapturedDestinationS3Uri(com.pulumi.core.Output<java.lang.String> dataCapturedDestinationS3Uri)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	dataCapturedDestinationS3Uri(java.lang.String dataCapturedDestinationS3Uri)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	datasetFormat(MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputDatasetFormatArgs datasetFormat)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	datasetFormat(com.pulumi.core.Output<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputDatasetFormatArgs> datasetFormat)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	endTimeOffset(com.pulumi.core.Output<java.lang.String> endTimeOffset)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	endTimeOffset(java.lang.String endTimeOffset)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	excludeFeaturesAttribute(com.pulumi.core.Output<java.lang.String> excludeFeaturesAttribute)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	excludeFeaturesAttribute(java.lang.String excludeFeaturesAttribute)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	featuresAttribute(com.pulumi.core.Output<java.lang.String> featuresAttribute)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	featuresAttribute(java.lang.String featuresAttribute)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	inferenceAttribute(com.pulumi.core.Output<java.lang.String> inferenceAttribute)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	inferenceAttribute(java.lang.String inferenceAttribute)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	localPath(com.pulumi.core.Output<java.lang.String> localPath)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	localPath(java.lang.String localPath)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	probabilityAttribute(com.pulumi.core.Output<java.lang.String> probabilityAttribute)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	probabilityAttribute(java.lang.String probabilityAttribute)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	probabilityThresholdAttribute(com.pulumi.core.Output<java.lang.Double> probabilityThresholdAttribute)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	probabilityThresholdAttribute(java.lang.Double probabilityThresholdAttribute)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	s3DataDistributionType(com.pulumi.core.Output<java.lang.String> s3DataDistributionType)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	s3DataDistributionType(java.lang.String s3DataDistributionType)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	s3InputMode(com.pulumi.core.Output<java.lang.String> s3InputMode)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	s3InputMode(java.lang.String s3InputMode)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	startTimeOffset(com.pulumi.core.Output<java.lang.String> startTimeOffset)
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder	startTimeOffset(java.lang.String startTimeOffset)

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Builder

public Builder(MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs defaults)

Method Detail

dataCapturedDestinationS3Uri

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder dataCapturedDestinationS3Uri(com.pulumi.core.Output<java.lang.String> dataCapturedDestinationS3Uri)

Parameters:

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

Returns:

builder

dataCapturedDestinationS3Uri

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder dataCapturedDestinationS3Uri(java.lang.String dataCapturedDestinationS3Uri)

Parameters:

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

Returns:

builder

datasetFormat

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder datasetFormat(com.pulumi.core.Output<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputDatasetFormatArgs> datasetFormat)

Parameters:

datasetFormat - Dataset format for the batch transform job. Fields are documented below.

Returns:

builder

datasetFormat

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder datasetFormat(MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputDatasetFormatArgs datasetFormat)

Parameters:

datasetFormat - Dataset format for the batch transform job. Fields are documented below.

Returns:

builder

endTimeOffset

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder endTimeOffset(@Nullable
                                                                                                                                      com.pulumi.core.Output<java.lang.String> endTimeOffset)

Parameters:

endTimeOffset - Monitoring jobs subtract this time from the end time.

Returns:

builder

endTimeOffset

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder endTimeOffset(java.lang.String endTimeOffset)

Parameters:

endTimeOffset - Monitoring jobs subtract this time from the end time.

Returns:

builder

excludeFeaturesAttribute

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder excludeFeaturesAttribute(@Nullable
                                                                                                                                                 com.pulumi.core.Output<java.lang.String> excludeFeaturesAttribute)

Parameters:

excludeFeaturesAttribute - Attributes of the input data to exclude from the analysis.

Returns:

builder

excludeFeaturesAttribute

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder excludeFeaturesAttribute(java.lang.String excludeFeaturesAttribute)

Parameters:

excludeFeaturesAttribute - Attributes of the input data to exclude from the analysis.

Returns:

builder

featuresAttribute

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder featuresAttribute(@Nullable
                                                                                                                                          com.pulumi.core.Output<java.lang.String> featuresAttribute)

Parameters:

featuresAttribute - Attributes of the input data that are the input features.

Returns:

builder

featuresAttribute

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder featuresAttribute(java.lang.String featuresAttribute)

Parameters:

featuresAttribute - Attributes of the input data that are the input features.

Returns:

builder

inferenceAttribute

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder inferenceAttribute(@Nullable
                                                                                                                                           com.pulumi.core.Output<java.lang.String> inferenceAttribute)

Parameters:

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

Returns:

builder

inferenceAttribute

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder inferenceAttribute(java.lang.String inferenceAttribute)

Parameters:

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

Returns:

builder

localPath

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder localPath(com.pulumi.core.Output<java.lang.String> localPath)

Parameters:

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

Returns:

builder

localPath

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder localPath(java.lang.String localPath)

Parameters:

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

Returns:

builder

probabilityAttribute

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder probabilityAttribute(@Nullable
                                                                                                                                             com.pulumi.core.Output<java.lang.String> probabilityAttribute)

Parameters:

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

Returns:

builder

probabilityAttribute

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder probabilityAttribute(java.lang.String probabilityAttribute)

Parameters:

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

Returns:

builder

probabilityThresholdAttribute

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder probabilityThresholdAttribute(@Nullable
                                                                                                                                                      com.pulumi.core.Output<java.lang.Double> probabilityThresholdAttribute)

Parameters:

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

Returns:

builder

probabilityThresholdAttribute

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder probabilityThresholdAttribute(java.lang.Double probabilityThresholdAttribute)

Parameters:

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

Returns:

builder

s3DataDistributionType

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder s3DataDistributionType(@Nullable
                                                                                                                                               com.pulumi.core.Output<java.lang.String> s3DataDistributionType)

Parameters:

s3DataDistributionType - Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Valid values: `FullyReplicated`, `ShardedByS3Key`.

Returns:

builder

s3DataDistributionType

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder s3DataDistributionType(java.lang.String s3DataDistributionType)

Parameters:

s3DataDistributionType - Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Valid values: `FullyReplicated`, `ShardedByS3Key`.

Returns:

builder

s3InputMode

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder s3InputMode(@Nullable
                                                                                                                                    com.pulumi.core.Output<java.lang.String> s3InputMode)

Parameters:

s3InputMode - Input mode for transferring data for the monitoring job. Valid values: `Pipe`, `File`.

Returns:

builder

s3InputMode

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder s3InputMode(java.lang.String s3InputMode)

Parameters:

s3InputMode - Input mode for transferring data for the monitoring job. Valid values: `Pipe`, `File`.

Returns:

builder

startTimeOffset

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder startTimeOffset(@Nullable
                                                                                                                                        com.pulumi.core.Output<java.lang.String> startTimeOffset)

Parameters:

startTimeOffset - Monitoring jobs subtract this time from the start time.

Returns:

builder

startTimeOffset

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs.Builder startTimeOffset(java.lang.String startTimeOffset)

Parameters:

startTimeOffset - Monitoring jobs subtract this time from the start time.

Returns:

builder

build

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInputArgs build()