Class CreateDataSourceFromRDSRequest
- java.lang.Object
-
- com.amazonaws.AmazonWebServiceRequest
-
- com.amazonaws.services.machinelearning.model.CreateDataSourceFromRDSRequest
-
- All Implemented Interfaces:
ReadLimitInfo
,Serializable
,Cloneable
public class CreateDataSourceFromRDSRequest extends AmazonWebServiceRequest implements Serializable, Cloneable
- See Also:
- Serialized Form
-
-
Field Summary
-
Fields inherited from class com.amazonaws.AmazonWebServiceRequest
NOOP
-
-
Constructor Summary
Constructors Constructor Description CreateDataSourceFromRDSRequest()
-
Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description CreateDataSourceFromRDSRequest
clone()
Creates a shallow clone of this request.boolean
equals(Object obj)
Boolean
getComputeStatistics()
The compute statistics for aDataSource
.String
getDataSourceId()
A user-supplied ID that uniquely identifies theDataSource
.String
getDataSourceName()
A user-supplied name or description of theDataSource
.RDSDataSpec
getRDSData()
The data specification of an Amazon RDSDataSource
:String
getRoleARN()
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.int
hashCode()
Boolean
isComputeStatistics()
The compute statistics for aDataSource
.void
setComputeStatistics(Boolean computeStatistics)
The compute statistics for aDataSource
.void
setDataSourceId(String dataSourceId)
A user-supplied ID that uniquely identifies theDataSource
.void
setDataSourceName(String dataSourceName)
A user-supplied name or description of theDataSource
.void
setRDSData(RDSDataSpec rDSData)
The data specification of an Amazon RDSDataSource
:void
setRoleARN(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 theSelectSqlQuery
) query from Amazon RDS to Amazon S3.String
toString()
Returns a string representation of this object; useful for testing and debugging.CreateDataSourceFromRDSRequest
withComputeStatistics(Boolean computeStatistics)
The compute statistics for aDataSource
.CreateDataSourceFromRDSRequest
withDataSourceId(String dataSourceId)
A user-supplied ID that uniquely identifies theDataSource
.CreateDataSourceFromRDSRequest
withDataSourceName(String dataSourceName)
A user-supplied name or description of theDataSource
.CreateDataSourceFromRDSRequest
withRDSData(RDSDataSpec rDSData)
The data specification of an Amazon RDSDataSource
:CreateDataSourceFromRDSRequest
withRoleARN(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 theSelectSqlQuery
) query from Amazon RDS to Amazon S3.-
Methods inherited from class com.amazonaws.AmazonWebServiceRequest
copyBaseTo, getCloneRoot, getCloneSource, getCustomQueryParameters, getCustomRequestHeaders, getGeneralProgressListener, getReadLimit, getRequestClientOptions, getRequestCredentials, getRequestCredentialsProvider, getRequestMetricCollector, getSdkClientExecutionTimeout, getSdkRequestTimeout, putCustomQueryParameter, putCustomRequestHeader, setGeneralProgressListener, setRequestCredentials, setRequestCredentialsProvider, setRequestMetricCollector, setSdkClientExecutionTimeout, setSdkRequestTimeout, withGeneralProgressListener, withRequestMetricCollector, withSdkClientExecutionTimeout, withSdkRequestTimeout
-
-
-
-
Method Detail
-
setDataSourceId
public void setDataSourceId(String 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
.
-
getDataSourceId
public String getDataSourceId()
A user-supplied ID that uniquely identifies the
DataSource
. Typically, an Amazon Resource Number (ARN) becomes the ID for aDataSource
.- Returns:
- A user-supplied ID that uniquely identifies the
DataSource
. Typically, an Amazon Resource Number (ARN) becomes the ID for aDataSource
.
-
withDataSourceId
public CreateDataSourceFromRDSRequest withDataSourceId(String 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.
-
setDataSourceName
public void setDataSourceName(String dataSourceName)
A user-supplied name or description of the
DataSource
.- Parameters:
dataSourceName
- A user-supplied name or description of theDataSource
.
-
getDataSourceName
public String getDataSourceName()
A user-supplied name or description of the
DataSource
.- Returns:
- A user-supplied name or description of the
DataSource
.
-
withDataSourceName
public CreateDataSourceFromRDSRequest withDataSourceName(String 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.
-
setRDSData
public void setRDSData(RDSDataSpec rDSData)
The data specification of an Amazon RDS
DataSource
:-
DatabaseInformation -
-
DatabaseName
- Name of the Amazon RDS database. -
InstanceIdentifier
- 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 - Role (DataPipelineDefaultResourceRole) assumed by an Amazon Elastic Compute Cloud (EC2) instance to carry out the copy task from Amazon RDS to Amazon S3. For more information, see Role templates for data pipelines.
-
ServiceRole - Role (DataPipelineDefaultRole) assumed by the AWS Data Pipeline service to monitor the progress of the copy task from Amazon RDS to Amazon Simple Storage Service (S3). For more information, see Role templates for data pipelines.
-
SecurityInfo - Security information to use to access an Amazon RDS 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 Amazon RDS instance. -
SelectSqlQuery - Query that is used to retrieve the observation data for the
Datasource
. -
S3StagingLocation - Amazon S3 location for staging RDS data. The data retrieved from Amazon RDS using
SelectSqlQuery
is stored in this location. -
DataSchemaUri - 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 representing the splitting requirement of a
Datasource
.
Sample -
"{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"
- Parameters:
rDSData
- The data specification of an Amazon RDSDataSource
:-
DatabaseInformation -
-
DatabaseName
- Name of the Amazon RDS database. -
InstanceIdentifier
- 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 - Role (DataPipelineDefaultResourceRole) assumed by an Amazon Elastic Compute Cloud (EC2) instance to carry out the copy task from Amazon RDS to Amazon S3. For more information, see Role templates for data pipelines.
-
ServiceRole - Role (DataPipelineDefaultRole) assumed by the AWS Data Pipeline service to monitor the progress of the copy task from Amazon RDS to Amazon Simple Storage Service (S3). For more information, see Role templates for data pipelines.
-
SecurityInfo - Security information to use to access an Amazon RDS 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 Amazon RDS instance. -
SelectSqlQuery - Query that is used to retrieve the observation data for the
Datasource
. -
S3StagingLocation - Amazon S3 location for staging RDS data. The data retrieved from Amazon RDS using
SelectSqlQuery
is stored in this location. -
DataSchemaUri - 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 representing the splitting requirement of a
Datasource
.
Sample -
"{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"
-
-
-
getRDSData
public RDSDataSpec getRDSData()
The data specification of an Amazon RDS
DataSource
:-
DatabaseInformation -
-
DatabaseName
- Name of the Amazon RDS database. -
InstanceIdentifier
- 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 - Role (DataPipelineDefaultResourceRole) assumed by an Amazon Elastic Compute Cloud (EC2) instance to carry out the copy task from Amazon RDS to Amazon S3. For more information, see Role templates for data pipelines.
-
ServiceRole - Role (DataPipelineDefaultRole) assumed by the AWS Data Pipeline service to monitor the progress of the copy task from Amazon RDS to Amazon Simple Storage Service (S3). For more information, see Role templates for data pipelines.
-
SecurityInfo - Security information to use to access an Amazon RDS 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 Amazon RDS instance. -
SelectSqlQuery - Query that is used to retrieve the observation data for the
Datasource
. -
S3StagingLocation - Amazon S3 location for staging RDS data. The data retrieved from Amazon RDS using
SelectSqlQuery
is stored in this location. -
DataSchemaUri - 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 representing the splitting requirement of a
Datasource
.
Sample -
"{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"
- Returns:
- The data specification of an Amazon RDS
DataSource
:-
DatabaseInformation -
-
DatabaseName
- Name of the Amazon RDS database. -
InstanceIdentifier
- 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 - Role (DataPipelineDefaultResourceRole) assumed by an Amazon Elastic Compute Cloud (EC2) instance to carry out the copy task from Amazon RDS to Amazon S3. For more information, see Role templates for data pipelines.
-
ServiceRole - Role (DataPipelineDefaultRole) assumed by the AWS Data Pipeline service to monitor the progress of the copy task from Amazon RDS to Amazon Simple Storage Service (S3). For more information, see Role templates for data pipelines.
-
SecurityInfo - Security information to use to access an Amazon RDS 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 Amazon RDS instance. -
SelectSqlQuery - Query that is used to retrieve the observation data for the
Datasource
. -
S3StagingLocation - Amazon S3 location for staging RDS data. The data retrieved from Amazon RDS using
SelectSqlQuery
is stored in this location. -
DataSchemaUri - 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 representing the splitting requirement of a
Datasource
.
Sample -
"{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"
-
-
-
withRDSData
public CreateDataSourceFromRDSRequest withRDSData(RDSDataSpec rDSData)
The data specification of an Amazon RDS
DataSource
:-
DatabaseInformation -
-
DatabaseName
- Name of the Amazon RDS database. -
InstanceIdentifier
- 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 - Role (DataPipelineDefaultResourceRole) assumed by an Amazon Elastic Compute Cloud (EC2) instance to carry out the copy task from Amazon RDS to Amazon S3. For more information, see Role templates for data pipelines.
-
ServiceRole - Role (DataPipelineDefaultRole) assumed by the AWS Data Pipeline service to monitor the progress of the copy task from Amazon RDS to Amazon Simple Storage Service (S3). For more information, see Role templates for data pipelines.
-
SecurityInfo - Security information to use to access an Amazon RDS 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 Amazon RDS instance. -
SelectSqlQuery - Query that is used to retrieve the observation data for the
Datasource
. -
S3StagingLocation - Amazon S3 location for staging RDS data. The data retrieved from Amazon RDS using
SelectSqlQuery
is stored in this location. -
DataSchemaUri - 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 representing the splitting requirement of a
Datasource
.
Sample -
"{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"
- Parameters:
rDSData
- The data specification of an Amazon RDSDataSource
:-
DatabaseInformation -
-
DatabaseName
- Name of the Amazon RDS database. -
InstanceIdentifier
- 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 - Role (DataPipelineDefaultResourceRole) assumed by an Amazon Elastic Compute Cloud (EC2) instance to carry out the copy task from Amazon RDS to Amazon S3. For more information, see Role templates for data pipelines.
-
ServiceRole - Role (DataPipelineDefaultRole) assumed by the AWS Data Pipeline service to monitor the progress of the copy task from Amazon RDS to Amazon Simple Storage Service (S3). For more information, see Role templates for data pipelines.
-
SecurityInfo - Security information to use to access an Amazon RDS 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 Amazon RDS instance. -
SelectSqlQuery - Query that is used to retrieve the observation data for the
Datasource
. -
S3StagingLocation - Amazon S3 location for staging RDS data. The data retrieved from Amazon RDS using
SelectSqlQuery
is stored in this location. -
DataSchemaUri - 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 representing the splitting requirement of a
Datasource
.
Sample -
"{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"
-
- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
-
setRoleARN
public void setRoleARN(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.- 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.
-
getRoleARN
public String getRoleARN()
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.- Returns:
- 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.
-
withRoleARN
public CreateDataSourceFromRDSRequest withRoleARN(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.- 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.
-
setComputeStatistics
public void setComputeStatistics(Boolean computeStatistics)
The compute statistics for a
DataSource
. The statistics are generated from the observation data referenced by aDataSource
. Amazon ML uses the statistics internally during anMLModel
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 during anMLModel
training. This parameter must be set totrue
if theDataSource
needs to be used for
MLModel
training.
-
getComputeStatistics
public Boolean getComputeStatistics()
The compute statistics for a
DataSource
. The statistics are generated from the observation data referenced by aDataSource
. Amazon ML uses the statistics internally during anMLModel
training. This parameter must be set totrue
if theDataSource
needs to be used for
MLModel
training.- Returns:
- The compute statistics for a
DataSource
. The statistics are generated from the observation data referenced by aDataSource
. Amazon ML uses the statistics internally during anMLModel
training. This parameter must be set totrue
if theDataSource
needs to be used for
MLModel
training.
-
withComputeStatistics
public CreateDataSourceFromRDSRequest withComputeStatistics(Boolean computeStatistics)
The compute statistics for a
DataSource
. The statistics are generated from the observation data referenced by aDataSource
. Amazon ML uses the statistics internally during anMLModel
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 during anMLModel
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.
-
isComputeStatistics
public Boolean isComputeStatistics()
The compute statistics for a
DataSource
. The statistics are generated from the observation data referenced by aDataSource
. Amazon ML uses the statistics internally during anMLModel
training. This parameter must be set totrue
if theDataSource
needs to be used for
MLModel
training.- Returns:
- The compute statistics for a
DataSource
. The statistics are generated from the observation data referenced by aDataSource
. Amazon ML uses the statistics internally during anMLModel
training. This parameter must be set totrue
if theDataSource
needs to be used for
MLModel
training.
-
toString
public String toString()
Returns a string representation of this object; useful for testing and debugging.- Overrides:
toString
in classObject
- Returns:
- A string representation of this object.
- See Also:
Object.toString()
-
clone
public CreateDataSourceFromRDSRequest clone()
Description copied from class:AmazonWebServiceRequest
Creates a shallow clone of this request. Explicitly does not clone the deep structure of the request object.- Overrides:
clone
in classAmazonWebServiceRequest
- See Also:
Object.clone()
-
-