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

Interface CfnDataQualityJobDefinitionPropsMixin.BatchTransformInputProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnDataQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Jsii$Proxy

Enclosing class:

CfnDataQualityJobDefinitionPropsMixin

@Stability(Stable)
public static interface CfnDataQualityJobDefinitionPropsMixin.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.cfnpropertymixins.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())
         .excludeFeaturesAttribute("excludeFeaturesAttribute")
         .localPath("localPath")
         .s3DataDistributionType("s3DataDistributionType")
         .s3InputMode("s3InputMode")
         .build();
 

See Also:

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

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method	Description
static CfnDataQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	builder()
default String	getDataCapturedDestinationS3Uri()	The Amazon S3 location being used to capture the data.
default Object	getDatasetFormat()	The dataset format for your batch transform job.
default String	getExcludeFeaturesAttribute()	The attributes of the input data to exclude from the analysis.
default 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)
@Nullable
default 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-dataqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-dataqualityjobdefinition-batchtransforminput-datacaptureddestinations3uri

getDatasetFormat

@Stability(Stable)
@Nullable
default Object getDatasetFormat()

The dataset format for your batch transform job.

Returns union: either IResolvable or CfnDataQualityJobDefinitionPropsMixin.DatasetFormatProperty

See Also:

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

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-dataqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-dataqualityjobdefinition-batchtransforminput-excludefeaturesattribute

getLocalPath

@Stability(Stable)
@Nullable
default 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-dataqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-dataqualityjobdefinition-batchtransforminput-localpath

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-dataqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-dataqualityjobdefinition-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-dataqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-dataqualityjobdefinition-batchtransforminput-s3inputmode

builder

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

Returns:

a CfnDataQualityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder of CfnDataQualityJobDefinitionPropsMixin.BatchTransformInputProperty