Package software.amazon.awscdk.services.sagemaker

Interface CfnMonitoringSchedule.BatchTransformInputProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnMonitoringSchedule.BatchTransformInputProperty.Jsii$Proxy

Enclosing class:

CfnMonitoringSchedule

@Stability(Stable)
public static interface CfnMonitoringSchedule.BatchTransformInputProperty
extends software.amazon.jsii.JsiiSerializable

Input object for the batch transform job.

Example:

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.services.sagemaker.*;
 BatchTransformInputProperty batchTransformInputProperty = BatchTransformInputProperty.builder()
         .dataCapturedDestinationS3Uri("dataCapturedDestinationS3Uri")
         .datasetFormat(DatasetFormatProperty.builder()
                 .csv(CsvProperty.builder()
                         .header(false)
                         .build())
                 .json(JsonProperty.builder()
                         .line(false)
                         .build())
                 .parquet(false)
                 .build())
         .localPath("localPath")
         // the properties below are optional
         .excludeFeaturesAttribute("excludeFeaturesAttribute")
         .s3DataDistributionType("s3DataDistributionType")
         .s3InputMode("s3InputMode")
         .build();
 

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-batchtransforminput.html

Nested Class Summary

Nested Classes

Modifier and Type	Interface	Description
static final class	CfnMonitoringSchedule.BatchTransformInputProperty.Builder	A builder for CfnMonitoringSchedule.BatchTransformInputProperty
static final class	CfnMonitoringSchedule.BatchTransformInputProperty.Jsii$Proxy	An implementation for CfnMonitoringSchedule.BatchTransformInputProperty

Method Summary

Modifier and Type	Method	Description
static CfnMonitoringSchedule.BatchTransformInputProperty.Builder	builder()
String	getDataCapturedDestinationS3Uri()	The Amazon S3 location being used to capture the data.
Object	getDatasetFormat()	The dataset format for your batch transform job.
default String	getExcludeFeaturesAttribute()	The attributes of the input data to exclude from the analysis.
String	getLocalPath()	Path to the filesystem where the batch transform data is available to the container.
default String	getS3DataDistributionType()	Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key.
default String	getS3InputMode()	Whether the Pipe or File is used as the input mode for transferring data for the monitoring job.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Details

getDataCapturedDestinationS3Uri

@Stability(Stable)
@NotNull
String getDataCapturedDestinationS3Uri()

The Amazon S3 location being used to capture the data.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-batchtransforminput.html#cfn-sagemaker-monitoringschedule-batchtransforminput-datacaptureddestinations3uri

getDatasetFormat

@Stability(Stable)
@NotNull
Object getDatasetFormat()

The dataset format for your batch transform job.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-batchtransforminput.html#cfn-sagemaker-monitoringschedule-batchtransforminput-datasetformat

getLocalPath

@Stability(Stable)
@NotNull
String getLocalPath()

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-batchtransforminput.html#cfn-sagemaker-monitoringschedule-batchtransforminput-localpath

getExcludeFeaturesAttribute

@Stability(Stable)
@Nullable
default String getExcludeFeaturesAttribute()

The attributes of the input data to exclude from the analysis.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-batchtransforminput.html#cfn-sagemaker-monitoringschedule-batchtransforminput-excludefeaturesattribute

getS3DataDistributionType

@Stability(Stable)
@Nullable
default String getS3DataDistributionType()

Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key.

Defaults to FullyReplicated

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-batchtransforminput.html#cfn-sagemaker-monitoringschedule-batchtransforminput-s3datadistributiontype

getS3InputMode

@Stability(Stable)
@Nullable
default String getS3InputMode()

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 .

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-batchtransforminput.html#cfn-sagemaker-monitoringschedule-batchtransforminput-s3inputmode

builder

@Stability(Stable)
static CfnMonitoringSchedule.BatchTransformInputProperty.Builder builder()

Returns:

a CfnMonitoringSchedule.BatchTransformInputProperty.Builder of CfnMonitoringSchedule.BatchTransformInputProperty