Package software.amazon.awscdk.services.sagemaker

Class CfnModelPackage.TransformInputProperty.Jsii$Proxy

java.lang.Object

software.amazon.jsii.JsiiObject

software.amazon.awscdk.services.sagemaker.CfnModelPackage.TransformInputProperty.Jsii$Proxy

All Implemented Interfaces:

CfnModelPackage.TransformInputProperty, software.amazon.jsii.JsiiSerializable

Enclosing interface:

CfnModelPackage.TransformInputProperty

@Stability(Stable)
@Internal
public static final class CfnModelPackage.TransformInputProperty.Jsii$Proxy
extends software.amazon.jsii.JsiiObject
implements CfnModelPackage.TransformInputProperty

An implementation for CfnModelPackage.TransformInputProperty

Nested Class Summary

Nested classes/interfaces inherited from class software.amazon.jsii.JsiiObject

software.amazon.jsii.JsiiObject.InitializationMode

Nested classes/interfaces inherited from interface software.amazon.awscdk.services.sagemaker.CfnModelPackage.TransformInputProperty

CfnModelPackage.TransformInputProperty.Builder, CfnModelPackage.TransformInputProperty.Jsii$Proxy

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	Jsii$Proxy(CfnModelPackage.TransformInputProperty.Builder builder)	Constructor that initializes the object based on literal property values passed by the CfnModelPackage.TransformInputProperty.Builder.
protected	Jsii$Proxy(software.amazon.jsii.JsiiObjectRef objRef)	Constructor that initializes the object based on values retrieved from the JsiiObject.

Method Summary

Modifier and Type	Method	Description
com.fasterxml.jackson.databind.JsonNode	$jsii$toJson()
final boolean	equals(Object o)
final String	getCompressionType()	If your transform data is compressed, specify the compression type.
final String	getContentType()	The multipurpose internet mail extension (MIME) type of the data.
final Object	getDataSource()	Describes the location of the channel data, which is, the S3 location of the input data that the model can consume.
final String	getSplitType()	The method to use to split the transform job's data files into smaller batches.
final int	hashCode()

Methods inherited from class software.amazon.jsii.JsiiObject

jsiiAsyncCall, jsiiAsyncCall, jsiiCall, jsiiCall, jsiiGet, jsiiGet, jsiiSet, jsiiStaticCall, jsiiStaticCall, jsiiStaticGet, jsiiStaticGet, jsiiStaticSet, jsiiStaticSet

Methods inherited from class java.lang.Object

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

Constructor Details

Jsii$Proxy

protected Jsii$Proxy(software.amazon.jsii.JsiiObjectRef objRef)

Constructor that initializes the object based on values retrieved from the JsiiObject.

Parameters:

objRef - Reference to the JSII managed object.

Jsii$Proxy

protected Jsii$Proxy(CfnModelPackage.TransformInputProperty.Builder builder)

Constructor that initializes the object based on literal property values passed by the CfnModelPackage.TransformInputProperty.Builder.

Method Details

getDataSource

public final Object getDataSource()

Description copied from interface: CfnModelPackage.TransformInputProperty

Describes the location of the channel data, which is, the S3 location of the input data that the model can consume.

Returns union: either IResolvable or CfnModelPackage.DataSourceProperty

Specified by:

getDataSource in interface CfnModelPackage.TransformInputProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transforminput.html#cfn-sagemaker-modelpackage-transforminput-datasource

getCompressionType

public final String getCompressionType()

Description copied from interface: CfnModelPackage.TransformInputProperty

If your transform data is compressed, specify the compression type.

Amazon SageMaker automatically decompresses the data for the transform job accordingly. The default value is None .

Specified by:

getCompressionType in interface CfnModelPackage.TransformInputProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transforminput.html#cfn-sagemaker-modelpackage-transforminput-compressiontype

getContentType

public final String getContentType()

Description copied from interface: CfnModelPackage.TransformInputProperty

The multipurpose internet mail extension (MIME) type of the data.

Amazon SageMaker uses the MIME type with each http call to transfer data to the transform job.

Specified by:

getContentType in interface CfnModelPackage.TransformInputProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transforminput.html#cfn-sagemaker-modelpackage-transforminput-contenttype

getSplitType

public final String getSplitType()

Description copied from interface: CfnModelPackage.TransformInputProperty

The method to use to split the transform job's data files into smaller batches.

Splitting is necessary when the total size of each object is too large to fit in a single request. You can also use data splitting to improve performance by processing multiple concurrent mini-batches. The default value for SplitType is None , which indicates that input data files are not split, and request payloads contain the entire contents of an input object. Set the value of this parameter to Line to split records on a newline character boundary. SplitType also supports a number of record-oriented binary data formats. Currently, the supported record formats are:

• RecordIO
• TFRecord

When splitting is enabled, the size of a mini-batch depends on the values of the BatchStrategy and MaxPayloadInMB parameters. When the value of BatchStrategy is MultiRecord , Amazon SageMaker sends the maximum number of records in each request, up to the MaxPayloadInMB limit. If the value of BatchStrategy is SingleRecord , Amazon SageMaker sends individual records in each request.

Some data formats represent a record as a binary payload wrapped with extra padding bytes. When splitting is applied to a binary data format, padding is removed if the value of BatchStrategy is set to SingleRecord . Padding is not removed if the value of BatchStrategy is set to MultiRecord .

For more information about RecordIO , see Create a Dataset Using RecordIO in the MXNet documentation. For more information about TFRecord , see Consuming TFRecord data in the TensorFlow documentation.

Specified by:

getSplitType in interface CfnModelPackage.TransformInputProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transforminput.html#cfn-sagemaker-modelpackage-transforminput-splittype

$jsii$toJson

@Internal
public com.fasterxml.jackson.databind.JsonNode $jsii$toJson()

Specified by:

$jsii$toJson in interface software.amazon.jsii.JsiiSerializable

equals

public final boolean equals(Object o)

Overrides:

equals in class Object

hashCode

public final int hashCode()

Overrides:

hashCode in class Object