Interface CreateDataSourceFromRdsRequest.Builder
- All Superinterfaces:
AwsRequest.Builder
,Buildable
,CopyableBuilder<CreateDataSourceFromRdsRequest.Builder,
,CreateDataSourceFromRdsRequest> MachineLearningRequest.Builder
,SdkBuilder<CreateDataSourceFromRdsRequest.Builder,
,CreateDataSourceFromRdsRequest> SdkPojo
,SdkRequest.Builder
- Enclosing class:
CreateDataSourceFromRdsRequest
-
Method Summary
Modifier and TypeMethodDescriptioncomputeStatistics
(Boolean computeStatistics) The compute statistics for aDataSource
.dataSourceId
(String dataSourceId) A user-supplied ID that uniquely identifies theDataSource
.dataSourceName
(String dataSourceName) A user-supplied name or description of theDataSource
.overrideConfiguration
(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer) Add an optional request override configuration.overrideConfiguration
(AwsRequestOverrideConfiguration overrideConfiguration) Add an optional request override configuration.rdsData
(Consumer<RDSDataSpec.Builder> rdsData) The data specification of an Amazon RDSDataSource
:rdsData
(RDSDataSpec rdsData) The data specification of an Amazon RDSDataSource
: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 theSelectSqlQuery
query from Amazon RDS to Amazon S3.Methods inherited from interface software.amazon.awssdk.awscore.AwsRequest.Builder
overrideConfiguration
Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder
copy
Methods inherited from interface software.amazon.awssdk.services.machinelearning.model.MachineLearningRequest.Builder
build
Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder
applyMutation, build
Methods inherited from interface software.amazon.awssdk.core.SdkPojo
equalsBySdkFields, sdkFields
-
Method Details
-
dataSourceId
A user-supplied ID that uniquely identifies the
DataSource
. Typically, an Amazon Resource Number (ARN) becomes the ID for aDataSource
.- Parameters:
dataSourceId
- A user-supplied ID that uniquely identifies theDataSource
. Typically, an Amazon Resource Number (ARN) becomes the ID for aDataSource
.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
dataSourceName
A user-supplied name or description of the
DataSource
.- Parameters:
dataSourceName
- A user-supplied name or description of theDataSource
.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
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}}"
- Parameters:
rdsData
- The data specification of an Amazon RDSDataSource
:-
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}}"
-
- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
-
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}}"
RDSDataSpec.Builder
avoiding the need to create one manually viaRDSDataSpec.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed tordsData(RDSDataSpec)
.- Parameters:
rdsData
- a consumer that will call methods onRDSDataSpec.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
-
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.- Parameters:
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 theSelectSqlQuery
query from Amazon RDS to Amazon S3.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
computeStatistics
The compute statistics for a
DataSource
. The statistics are generated from the observation data referenced by aDataSource
. Amazon ML uses the statistics internally duringMLModel
training. This parameter must be set totrue
if theDataSource
needs to be used for
MLModel
training.- Parameters:
computeStatistics
- The compute statistics for aDataSource
. The statistics are generated from the observation data referenced by aDataSource
. Amazon ML uses the statistics internally duringMLModel
training. This parameter must be set totrue
if theDataSource
needs to be used for
MLModel
training.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
overrideConfiguration
CreateDataSourceFromRdsRequest.Builder overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration) Description copied from interface:AwsRequest.Builder
Add an optional request override configuration.- Specified by:
overrideConfiguration
in interfaceAwsRequest.Builder
- Parameters:
overrideConfiguration
- The override configuration.- Returns:
- This object for method chaining.
-
overrideConfiguration
CreateDataSourceFromRdsRequest.Builder overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer) Description copied from interface:AwsRequest.Builder
Add an optional request override configuration.- Specified by:
overrideConfiguration
in interfaceAwsRequest.Builder
- Parameters:
builderConsumer
- AConsumer
to which an emptyAwsRequestOverrideConfiguration.Builder
will be given.- Returns:
- This object for method chaining.
-