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

Interface CreateDataSourceFromRedshiftRequest.Builder

All Superinterfaces:

CopyableBuilder<CreateDataSourceFromRedshiftRequest.Builder,CreateDataSourceFromRedshiftRequest>, SdkBuilder<CreateDataSourceFromRedshiftRequest.Builder,CreateDataSourceFromRedshiftRequest>

Enclosing class:

CreateDataSourceFromRedshiftRequest

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

Method Summary

Modifier and Type	Method	Description
CreateDataSourceFromRedshiftRequest.Builder	computeStatistics(Boolean computeStatistics)	The compute statistics for a DataSource.
CreateDataSourceFromRedshiftRequest.Builder	dataSourceId(String dataSourceId)	A user-supplied ID that uniquely identifies the DataSource.
CreateDataSourceFromRedshiftRequest.Builder	dataSourceName(String dataSourceName)	A user-supplied name or description of the DataSource.
CreateDataSourceFromRedshiftRequest.Builder	dataSpec(RedshiftDataSpec dataSpec)	The data specification of an Amazon Redshift DataSource:
CreateDataSourceFromRedshiftRequest.Builder	roleARN(String roleARN)	A fully specified role Amazon Resource Name (ARN).

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

CreateDataSourceFromRedshiftRequest.Builder dataSourceId(String dataSourceId)

A user-supplied ID that uniquely identifies the DataSource.

Parameters:

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

Returns:

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

dataSourceName

CreateDataSourceFromRedshiftRequest.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

CreateDataSourceFromRedshiftRequest.Builder dataSpec(RedshiftDataSpec dataSpec)

The data specification of an Amazon Redshift DataSource:

• DatabaseInformation -

  • DatabaseName - The name of the Amazon Redshift database.
  • ClusterIdentifier - The unique ID for the Amazon Redshift cluster.

• DatabaseCredentials - The AWS Identity and Access Management (IAM) credentials that are used to connect to the Amazon Redshift database.

• SelectSqlQuery - The query that is used to retrieve the observation data for the Datasource.

• S3StagingLocation - The Amazon Simple Storage Service (Amazon S3) location for staging Amazon Redshift data. The data retrieved from Amazon Redshift using the SelectSqlQuery query is stored in this location.

• DataSchemaUri - 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 an Amazon Redshift DataSource:

• DatabaseInformation -

  • DatabaseName - The name of the Amazon Redshift database.
  • ClusterIdentifier - The unique ID for the Amazon Redshift cluster.

• DatabaseCredentials - The AWS Identity and Access Management (IAM) credentials that are used to connect to the Amazon Redshift database.

• SelectSqlQuery - The query that is used to retrieve the observation data for the Datasource.

• S3StagingLocation - The Amazon Simple Storage Service (Amazon S3) location for staging Amazon Redshift data. The data retrieved from Amazon Redshift using the SelectSqlQuery query is stored in this location.

• DataSchemaUri - 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.

roleARN

CreateDataSourceFromRedshiftRequest.Builder roleARN(String roleARN)

A fully specified role Amazon Resource Name (ARN). Amazon ML assumes the role on behalf of the user to create the following:

• A security group to allow Amazon ML to execute the SelectSqlQuery query on an Amazon Redshift cluster

• An Amazon S3 bucket policy to grant Amazon ML read/write permissions on the S3StagingLocation

Parameters:

roleARN - A fully specified role Amazon Resource Name (ARN). Amazon ML assumes the role on behalf of the user to create the following:

• A security group to allow Amazon ML to execute the SelectSqlQuery query on an Amazon Redshift cluster

• An Amazon S3 bucket policy to grant Amazon ML read/write permissions on the S3StagingLocation

Returns:

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

computeStatistics

CreateDataSourceFromRedshiftRequest.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.