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:

  • Constructor Details

    • CreateDataSourceFromRDSRequest

      public CreateDataSourceFromRDSRequest()

  • Method Details

    • 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 a DataSource.

      Parameters:
      dataSourceId - A user-supplied ID that uniquely identifies the DataSource. Typically, an Amazon Resource Number (ARN) becomes the ID for a DataSource.

    • getDataSourceId

      public String getDataSourceId()

      A user-supplied ID that uniquely identifies the DataSource. Typically, an Amazon Resource Number (ARN) becomes the ID for a DataSource.

      Returns:
      A user-supplied ID that uniquely identifies the DataSource. Typically, an Amazon Resource Number (ARN) becomes the ID for a DataSource.

    • 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 a DataSource.

      Parameters:
      dataSourceId - A user-supplied ID that uniquely identifies the DataSource. Typically, an Amazon Resource Number (ARN) becomes the ID for a DataSource.
      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 the DataSource .

    • 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 the DataSource .
      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 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}}"

    • 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 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:
      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 the SelectSqlQuery) 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 the SelectSqlQuery) 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 a DataSource. Amazon ML uses the statistics internally during an MLModel training. This parameter must be set to true if the DataSource needs to be used for MLModel training.

      Parameters:
      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 an MLModel training. This parameter must be set to true if the DataSource 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 a DataSource. Amazon ML uses the statistics internally during an MLModel training. This parameter must be set to true if the DataSource needs to be used for MLModel training.

      Returns:
      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 an MLModel training. This parameter must be set to true if the DataSource 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 a DataSource. Amazon ML uses the statistics internally during an MLModel training. This parameter must be set to true if the DataSource needs to be used for MLModel training.

      Parameters:
      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 an MLModel training. This parameter must be set to true if the DataSource 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 a DataSource. Amazon ML uses the statistics internally during an MLModel training. This parameter must be set to true if the DataSource needs to be used for MLModel training.

      Returns:
      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 an MLModel training. This parameter must be set to true if the DataSource 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 class Object
      Returns:
      A string representation of this object.
      See Also:

    • equals

      public boolean equals(Object obj)
      Overrides:
      equals in class Object

    • hashCode

      public int hashCode()
      Overrides:
      hashCode in class Object

    • 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 class AmazonWebServiceRequest
      See Also: