public static interface CreateDataSourceFromRedshiftRequest.Builder extends MachineLearningRequest.Builder, CopyableBuilder<CreateDataSourceFromRedshiftRequest.Builder,CreateDataSourceFromRedshiftRequest>
Modifier and Type | Method and 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 . |
default CreateDataSourceFromRedshiftRequest.Builder |
dataSpec(Consumer<RedshiftDataSpec.Builder> dataSpec)
The data specification of an Amazon Redshift
DataSource : |
CreateDataSourceFromRedshiftRequest.Builder |
dataSpec(RedshiftDataSpec dataSpec)
The data specification of an Amazon Redshift
DataSource : |
CreateDataSourceFromRedshiftRequest.Builder |
requestOverrideConfig(AwsRequestOverrideConfig awsRequestOverrideConfig)
Add an optional request override configuration.
|
CreateDataSourceFromRedshiftRequest.Builder |
roleARN(String roleARN)
A fully specified role Amazon Resource Name (ARN).
|
build
requestOverrideConfig, requestOverrideConfig
copy
apply, build
CreateDataSourceFromRedshiftRequest.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.Builder
dataSpec(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.Builder
requestOverrideConfig
in interface AwsRequest.Builder
awsRequestOverrideConfig
- The override configuration.Copyright © 2017 Amazon Web Services, Inc. All Rights Reserved.