software.amazon.awssdk.services.machinelearning.model

Class CreateDataSourceFromS3Request

java.lang.Object

software.amazon.awssdk.core.SdkRequest

software.amazon.awssdk.awscore.AwsRequest

software.amazon.awssdk.services.machinelearning.model.MachineLearningRequest

software.amazon.awssdk.services.machinelearning.model.CreateDataSourceFromS3Request

All Implemented Interfaces:

SdkPojo, ToCopyableBuilder<CreateDataSourceFromS3Request.Builder,CreateDataSourceFromS3Request>

@Generated(value="software.amazon.awssdk:codegen")
public final class CreateDataSourceFromS3Request
extends MachineLearningRequest
implements ToCopyableBuilder<CreateDataSourceFromS3Request.Builder,CreateDataSourceFromS3Request>

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	CreateDataSourceFromS3Request.Builder

Method Summary

Modifier and Type	Method and Description
static CreateDataSourceFromS3Request.Builder	builder()
Boolean	computeStatistics() The compute statistics for a DataSource.
String	dataSourceId() A user-supplied identifier that uniquely identifies the DataSource.
String	dataSourceName() A user-supplied name or description of the DataSource.
S3DataSpec	dataSpec() The data specification of a DataSource:
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
List<SdkField<?>>	sdkFields()
static Class<? extends CreateDataSourceFromS3Request.Builder>	serializableBuilderClass()
CreateDataSourceFromS3Request.Builder	toBuilder()
String	toString() Returns a string representation of this object.

Methods inherited from class software.amazon.awssdk.awscore.AwsRequest

overrideConfiguration

Methods inherited from class java.lang.Object

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

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

copy

Method Detail

dataSourceId

public String dataSourceId()

A user-supplied identifier that uniquely identifies the DataSource.

Returns:

A user-supplied identifier that uniquely identifies the DataSource.

dataSourceName

public String dataSourceName()

A user-supplied name or description of the DataSource.

Returns:

A user-supplied name or description of the DataSource.

dataSpec

public S3DataSpec dataSpec()

The data specification of a DataSource:

• DataLocationS3 - The Amazon S3 location of the observation data.

• DataSchemaLocationS3 - The Amazon S3 location of the DataSchema.

• DataSchema - A JSON string representing the schema. This is not required if DataSchemaUri is specified.

• DataRearrangement - A JSON string that represents the splitting and rearrangement requirements for the Datasource.

  Sample - "{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"

Returns:

The data specification of a DataSource:

• DataLocationS3 - The Amazon S3 location of the observation data.

• DataSchemaLocationS3 - The Amazon S3 location of the DataSchema.

• DataSchema - A JSON string representing the schema. This is not required if DataSchemaUri is specified.

• DataRearrangement - A JSON string that represents the splitting and rearrangement requirements for the Datasource.

  Sample - "{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"

computeStatistics

public Boolean computeStatistics()

The compute statistics for a DataSource. The statistics are generated from the observation data referenced by a DataSource. Amazon ML uses the statistics internally during MLModel training. This parameter must be set to true if the DataSource needs to be used for MLModel training.

Returns:

The compute statistics for a DataSource. The statistics are generated from the observation data referenced by a DataSource. Amazon ML uses the statistics internally during MLModel training. This parameter must be set to true if the DataSource needs to be used for MLModel training.

toBuilder

public CreateDataSourceFromS3Request.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<CreateDataSourceFromS3Request.Builder,CreateDataSourceFromS3Request>

Specified by:

toBuilder in class MachineLearningRequest

builder

public static CreateDataSourceFromS3Request.Builder builder()

serializableBuilderClass

public static Class<? extends CreateDataSourceFromS3Request.Builder> serializableBuilderClass()

hashCode

public int hashCode()

Overrides:

hashCode in class AwsRequest

equals

public boolean equals(Object obj)

Overrides:

equals in class AwsRequest

equalsBySdkFields

public boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

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

Overrides:

getValueForField in class SdkRequest

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo