Package software.amazon.awssdk.services.machinelearning.model

Interface CreateDataSourceFromS3Request.Builder

All Superinterfaces:

CopyableBuilder<CreateDataSourceFromS3Request.Builder,CreateDataSourceFromS3Request>, SdkBuilder<CreateDataSourceFromS3Request.Builder,CreateDataSourceFromS3Request>

Enclosing class:

CreateDataSourceFromS3Request

public static interface CreateDataSourceFromS3Request.Builder
extends CopyableBuilder<CreateDataSourceFromS3Request.Builder,CreateDataSourceFromS3Request>

Method Summary

Modifier and Type	Method	Description
CreateDataSourceFromS3Request.Builder	computeStatistics(Boolean computeStatistics)	The compute statistics for a DataSource.
CreateDataSourceFromS3Request.Builder	dataSourceId(String dataSourceId)	A user-supplied identifier that uniquely identifies the DataSource.
CreateDataSourceFromS3Request.Builder	dataSourceName(String dataSourceName)	A user-supplied name or description of the DataSource.
CreateDataSourceFromS3Request.Builder	dataSpec(S3DataSpec dataSpec)	The data specification of a DataSource:

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

copy

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

apply, build

Method Detail

dataSourceId

CreateDataSourceFromS3Request.Builder dataSourceId(String dataSourceId)

A user-supplied identifier that uniquely identifies the DataSource.

Parameters:

dataSourceId - A user-supplied identifier that uniquely identifies the DataSource.

Returns:

Returns a reference to this object so that method calls can be chained together.

dataSourceName

CreateDataSourceFromS3Request.Builder dataSourceName(String dataSourceName)

A user-supplied name or description of the DataSource.

Parameters:

dataSourceName - A user-supplied name or description of the DataSource.

Returns:

Returns a reference to this object so that method calls can be chained together.

dataSpec

CreateDataSourceFromS3Request.Builder dataSpec(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}}"

Parameters:

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:

Returns a reference to this object so that method calls can be chained together.

computeStatistics

CreateDataSourceFromS3Request.Builder computeStatistics(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.

Parameters:

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:

Returns a reference to this object so that method calls can be chained together.