public static interface CreateDataSourceFromRedshiftRequest.Builder extends MachineLearningRequest.Builder, CopyableBuilder<CreateDataSourceFromRedshiftRequest.Builder,CreateDataSourceFromRedshiftRequest>
buildrequestOverrideConfigcopyapply, buildCreateDataSourceFromRedshiftRequest.Builder dataSourceId(String dataSourceId)
A user-supplied ID that uniquely identifies the DataSource.
dataSourceId - A user-supplied ID that uniquely identifies the DataSource.CreateDataSourceFromRedshiftRequest.Builder dataSourceName(String dataSourceName)
A user-supplied name or description of the DataSource.
dataSourceName - A user-supplied name or description of the DataSource.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}}"
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}}"
default CreateDataSourceFromRedshiftRequest.Builder dataSpec(Consumer<RedshiftDataSpec.Builder> 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}}"
RedshiftDataSpec.Builder avoiding the need to
create one manually via RedshiftDataSpec.builder().
When the Consumer completes, SdkBuilder.build() is called immediately and its
result is passed to dataSpec(RedshiftDataSpec).dataSpec - a consumer that will call methods on RedshiftDataSpec.BuilderdataSpec(RedshiftDataSpec)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
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
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.
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.CreateDataSourceFromRedshiftRequest.Builder requestOverrideConfig(AwsRequestOverrideConfig awsRequestOverrideConfig)
AwsRequest.BuilderrequestOverrideConfig in interface AwsRequest.BuilderawsRequestOverrideConfig - The override configuration.CreateDataSourceFromRedshiftRequest.Builder requestOverrideConfig(Consumer<AwsRequestOverrideConfig.Builder> builderConsumer)
AwsRequest.BuilderrequestOverrideConfig in interface AwsRequest.BuilderbuilderConsumer - A Consumer to which an empty AwsRequestOverrideConfig.Builder will be given.Copyright © 2017 Amazon Web Services, Inc. All Rights Reserved.