@Generated(value="software.amazon.awssdk:codegen") public class CreateDataSourceFromRDSRequest extends MachineLearningRequest implements ToCopyableBuilder<CreateDataSourceFromRDSRequest.Builder,CreateDataSourceFromRDSRequest>
Modifier and Type | Class and Description |
---|---|
static interface |
CreateDataSourceFromRDSRequest.Builder |
Modifier and Type | Method and Description |
---|---|
static CreateDataSourceFromRDSRequest.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 . |
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() |
RDSDataSpec |
rdsData()
The data specification of an Amazon RDS
DataSource : |
String |
roleARN()
The role that Amazon ML assumes on behalf of the user to create and activate a data pipeline in the user's
account and copy data using the
SelectSqlQuery query from Amazon RDS to Amazon S3. |
static Class<? extends CreateDataSourceFromRDSRequest.Builder> |
serializableBuilderClass() |
CreateDataSourceFromRDSRequest.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
. Typically, an Amazon Resource Number
(ARN) becomes the ID for a DataSource
.
DataSource
. Typically, an Amazon Resource
Number (ARN) becomes the ID for a DataSource
.public String dataSourceName()
A user-supplied name or description of the DataSource
.
DataSource
.public RDSDataSpec rdsData()
The data specification of an Amazon RDS DataSource
:
DatabaseInformation -
DatabaseName
- The name of the Amazon RDS database.InstanceIdentifier
- A unique identifier for the Amazon RDS database instance.DatabaseCredentials - AWS Identity and Access Management (IAM) credentials that are used to connect to the Amazon RDS database.
ResourceRole - A role (DataPipelineDefaultResourceRole) assumed by an EC2 instance to carry out the copy task from Amazon RDS to Amazon Simple Storage Service (Amazon S3). For more information, see Role templates for data pipelines.
ServiceRole - A role (DataPipelineDefaultRole) assumed by the AWS Data Pipeline service to monitor the progress of the copy task from Amazon RDS to Amazon S3. For more information, see Role templates for data pipelines.
SecurityInfo - The security information to use to access an RDS DB instance. You need to set up appropriate
ingress rules for the security entity IDs provided to allow access to the Amazon RDS instance. Specify a [
SubnetId
, SecurityGroupIds
] pair for a VPC-based RDS DB instance.
SelectSqlQuery - A query that is used to retrieve the observation data for the Datasource
.
S3StagingLocation - The Amazon S3 location for staging Amazon RDS data. The data retrieved from Amazon RDS using
SelectSqlQuery
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 RDS database.InstanceIdentifier
- A unique identifier for the Amazon RDS database instance.DatabaseCredentials - AWS Identity and Access Management (IAM) credentials that are used to connect to the Amazon RDS database.
ResourceRole - A role (DataPipelineDefaultResourceRole) assumed by an EC2 instance to carry out the copy task from Amazon RDS to Amazon Simple Storage Service (Amazon S3). For more information, see Role templates for data pipelines.
ServiceRole - A role (DataPipelineDefaultRole) assumed by the AWS Data Pipeline service to monitor the progress of the copy task from Amazon RDS to Amazon S3. For more information, see Role templates for data pipelines.
SecurityInfo - The security information to use to access an RDS DB instance. You need to set up
appropriate ingress rules for the security entity IDs provided to allow access to the Amazon RDS
instance. Specify a [SubnetId
, SecurityGroupIds
] pair for a VPC-based RDS DB
instance.
SelectSqlQuery - A query that is used to retrieve the observation data for the Datasource
.
S3StagingLocation - The Amazon S3 location for staging Amazon RDS data. The data retrieved from Amazon
RDS using SelectSqlQuery
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()
The role that Amazon ML assumes on behalf of the user to create and activate a data pipeline in the user's
account and copy data using the SelectSqlQuery
query from Amazon RDS to Amazon S3.
SelectSqlQuery
query from Amazon RDS to Amazon
S3.
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 CreateDataSourceFromRDSRequest.Builder toBuilder()
ToCopyableBuilder
toBuilder
in interface ToCopyableBuilder<CreateDataSourceFromRDSRequest.Builder,CreateDataSourceFromRDSRequest>
toBuilder
in class MachineLearningRequest
public static CreateDataSourceFromRDSRequest.Builder builder()
public static Class<? extends CreateDataSourceFromRDSRequest.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.