software.amazon.awssdk.services.sagemaker.model

Class TransformInput

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.TransformInput

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<TransformInput.Builder,TransformInput>

@Generated(value="software.amazon.awssdk:codegen")
public final class TransformInput
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<TransformInput.Builder,TransformInput>

Describes the input source of a transform job and the way the transform job consumes it.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	TransformInput.Builder

Method Summary

Modifier and Type	Method and Description
static TransformInput.Builder	builder()
CompressionType	compressionType() Compressing data helps save on storage space.
String	compressionTypeAsString() Compressing data helps save on storage space.
String	contentType() The multipurpose internet mail extension (MIME) type of the data.
TransformDataSource	dataSource() Describes the location of the channel data, meaning the S3 location of the input data that the model can consume.
boolean	equals(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
List<SdkField<?>>	sdkFields()
static Class<? extends TransformInput.Builder>	serializableBuilderClass()
SplitType	splitType() The method to use to split the transform job's data into smaller batches.
String	splitTypeAsString() The method to use to split the transform job's data into smaller batches.
TransformInput.Builder	toBuilder() Take this object and create a builder that contains all of the current property values of this object.
String	toString()

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

dataSource

public TransformDataSource dataSource()

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

Returns:

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

contentType

public String contentType()

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.

Returns:

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.

compressionType

public CompressionType compressionType()

Compressing data helps save on storage space. 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.

If the service returns an enum value that is not available in the current SDK version, compressionType will return CompressionType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from compressionTypeAsString().

Returns:

Compressing data helps save on storage space. 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.

See Also:

CompressionType

compressionTypeAsString

public String compressionTypeAsString()

Compressing data helps save on storage space. 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.

If the service returns an enum value that is not available in the current SDK version, compressionType will return CompressionType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from compressionTypeAsString().

Returns:

Compressing data helps save on storage space. 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.

See Also:

CompressionType

splitType

public SplitType splitType()

The method to use to split the transform job's data into smaller batches. The default value is None. If you don't want to split the data, specify None. If you want to split records on a newline character boundary, specify Line. To split records according to the RecordIO format, specify RecordIO.

Amazon SageMaker will send maximum number of records per batch in each request up to the MaxPayloadInMB limit. For more information, see RecordIO data format.

For information about the RecordIO format, see Data Format.

If the service returns an enum value that is not available in the current SDK version, splitType will return SplitType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from splitTypeAsString().

Returns:

The method to use to split the transform job's data into smaller batches. The default value is None. If you don't want to split the data, specify None. If you want to split records on a newline character boundary, specify Line. To split records according to the RecordIO format, specify RecordIO.

Amazon SageMaker will send maximum number of records per batch in each request up to the MaxPayloadInMB limit. For more information, see RecordIO data format.

For information about the RecordIO format, see Data Format.

See Also:

SplitType

splitTypeAsString

public String splitTypeAsString()

The method to use to split the transform job's data into smaller batches. The default value is None. If you don't want to split the data, specify None. If you want to split records on a newline character boundary, specify Line. To split records according to the RecordIO format, specify RecordIO.

Amazon SageMaker will send maximum number of records per batch in each request up to the MaxPayloadInMB limit. For more information, see RecordIO data format.

For information about the RecordIO format, see Data Format.

If the service returns an enum value that is not available in the current SDK version, splitType will return SplitType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from splitTypeAsString().

Returns:

The method to use to split the transform job's data into smaller batches. The default value is None. If you don't want to split the data, specify None. If you want to split records on a newline character boundary, specify Line. To split records according to the RecordIO format, specify RecordIO.

Amazon SageMaker will send maximum number of records per batch in each request up to the MaxPayloadInMB limit. For more information, see RecordIO data format.

For information about the RecordIO format, see Data Format.

See Also:

SplitType

toBuilder

public TransformInput.Builder toBuilder()

Description copied from interface: ToCopyableBuilder

Take this object and create a builder that contains all of the current property values of this object.

Specified by:

toBuilder in interface ToCopyableBuilder<TransformInput.Builder,TransformInput>

Returns:

a builder for type T

builder

public static TransformInput.Builder builder()

serializableBuilderClass

public static Class<? extends TransformInput.Builder> serializableBuilderClass()

hashCode

public int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

toString

public String toString()

Overrides:

toString in class Object

getValueForField

public <T> Optional<T> getValueForField(String fieldName,
                                        Class<T> clazz)

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo

Returns:

List of SdkField in this POJO. May be empty list but should never be null.