@Generated(value="software.amazon.awssdk:codegen") public class CreateDataSourceFromRedshiftRequest extends MachineLearningRequest implements ToCopyableBuilder<CreateDataSourceFromRedshiftRequest.Builder,CreateDataSourceFromRedshiftRequest>
Modifier and Type | Class and Description |
---|---|
static interface |
CreateDataSourceFromRedshiftRequest.Builder |
Modifier and Type | Method and Description |
---|---|
static CreateDataSourceFromRedshiftRequest.Builder |
builder() |
Boolean |
computeStatistics()
The compute statistics for a
DataSource . |
String |
dataSourceId()
A user-supplied ID that uniquely identifies the
DataSource . |
String |
dataSourceName()
A user-supplied name or description of the
DataSource . |
RedshiftDataSpec |
dataSpec()
The data specification of an Amazon Redshift
DataSource : |
boolean |
equals(Object obj) |
<T> Optional<T> |
getValueForField(String fieldName,
Class<T> clazz)
Used to retrieve the value of a field from any class that extends
SdkRequest . |
int |
hashCode() |
String |
roleARN()
A fully specified role Amazon Resource Name (ARN).
|
static Class<? extends CreateDataSourceFromRedshiftRequest.Builder> |
serializableBuilderClass() |
CreateDataSourceFromRedshiftRequest.Builder |
toBuilder()
Take this object and create a builder that contains all of the current property values of this object.
|
String |
toString() |
requestOverrideConfig
copy
public String dataSourceId()
A user-supplied ID that uniquely identifies the DataSource
.
DataSource
.public String dataSourceName()
A user-supplied name or description of the DataSource
.
DataSource
.public 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}}"
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}}"
public 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
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
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.
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.public CreateDataSourceFromRedshiftRequest.Builder toBuilder()
ToCopyableBuilder
toBuilder
in interface ToCopyableBuilder<CreateDataSourceFromRedshiftRequest.Builder,CreateDataSourceFromRedshiftRequest>
toBuilder
in class MachineLearningRequest
public static CreateDataSourceFromRedshiftRequest.Builder builder()
public static Class<? extends CreateDataSourceFromRedshiftRequest.Builder> serializableBuilderClass()
public <T> Optional<T> getValueForField(String fieldName, Class<T> clazz)
SdkRequest
SdkRequest
. The field name
specified should match the member name from the corresponding service-2.json model specified in the
codegen-resources folder for a given service. The class specifies what class to cast the returned value to.
If the returned value is also a modeled class, the SdkRequest.getValueForField(String, Class)
method will
again be available.getValueForField
in class SdkRequest
fieldName
- The name of the member to be retrieved.clazz
- The class to cast the returned object to.Copyright © 2017 Amazon Web Services, Inc. All Rights Reserved.