CreateDataSourceFromRDSRequest.java

/*
 * Copyright 2010-2015 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 * 
 * Licensed under the Apache License, Version 2.0 (the "License").
 * You may not use this file except in compliance with the License.
 * A copy of the License is located at
 * 
 *  http://aws.amazon.com/apache2.0
 * 
 * or in the "license" file accompanying this file. This file is distributed
 * on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either
 * express or implied. See the License for the specific language governing
 * permissions and limitations under the License.
 */
package com.amazonaws.services.machinelearning.model;

import java.io.Serializable;

import com.amazonaws.AmazonWebServiceRequest;

/**
 * Container for the parameters to the {@link com.amazonaws.services.machinelearning.AmazonMachineLearning#createDataSourceFromRDS(CreateDataSourceFromRDSRequest) CreateDataSourceFromRDS operation}.
 * <p>
 * Creates a <code>DataSource</code> object from an
 * <a href="http://aws.amazon.com/rds/"> Amazon Relational Database Service </a>
 * (Amazon RDS). A <code>DataSource</code> references data that can be
 * used to perform CreateMLModel, CreateEvaluation, or
 * CreateBatchPrediction operations.
 * </p>
 * <p>
 * <code>CreateDataSourceFromRDS</code> is an asynchronous operation. In
 * response to <code>CreateDataSourceFromRDS</code> ,
 * Amazon Machine Learning (Amazon ML) immediately returns and
 * sets the <code>DataSource</code> status to <code>PENDING</code> .
 * After the <code>DataSource</code> is created and ready for
 * use, Amazon ML sets the <code>Status</code> parameter to
 * <code>COMPLETED</code> .
 * 
 * <code>DataSource</code> in <code>COMPLETED</code>
 * or <code>PENDING</code> status can only be used to perform
 * CreateMLModel, CreateEvaluation, or CreateBatchPrediction operations.
 * </p>
 * <p>
 * If Amazon ML cannot accept the input source, it sets the
 * <code>Status</code> parameter to <code>FAILED</code> and includes an
 * error message in the <code>Message</code> attribute of the
 * GetDataSource operation response.
 * </p>
 *
 * @see com.amazonaws.services.machinelearning.AmazonMachineLearning#createDataSourceFromRDS(CreateDataSourceFromRDSRequest)
 */
public class CreateDataSourceFromRDSRequest extends AmazonWebServiceRequest implements Serializable, Cloneable {

    /**
     * A user-supplied ID that uniquely identifies the
     * <code>DataSource</code>. Typically, an Amazon Resource Number (ARN)
     * becomes the ID for a <code>DataSource</code>.
     * <p>
     * <b>Constraints:</b><br/>
     * <b>Length: </b>1 - 64<br/>
     * <b>Pattern: </b>[a-zA-Z0-9_.-]+<br/>
     */
    private String dataSourceId;

    /**
     * A user-supplied name or description of the <code>DataSource</code>.
     * <p>
     * <b>Constraints:</b><br/>
     * <b>Length: </b>0 - 1024<br/>
     * <b>Pattern: </b>.*\S.*|^$<br/>
     */
    private String dataSourceName;

    /**
     * The data specification of an Amazon RDS <code>DataSource</code>: <ul>
     * <li><p>DatabaseInformation - <ul> <li> <code>DatabaseName </code> -
     * Name of the Amazon RDS database.</li> <li> <code> InstanceIdentifier
     * </code> - Unique identifier for the Amazon RDS database instance.</li>
     * </ul> </li> <li><p>DatabaseCredentials - AWS Identity and Access
     * Management (IAM) credentials that are used to connect to the Amazon
     * RDS database.</li> <li><p>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 <a
     * href="http://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html">Role
     * templates</a> for data pipelines.</li> <li><p>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 <a
     * href="http://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html">Role
     * templates</a> for data pipelines.</li> <li><p>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
     * [<code>SubnetId</code>, <code>SecurityGroupIds</code>] pair for a
     * VPC-based Amazon RDS instance.</li> <li><p>SelectSqlQuery - Query that
     * is used to retrieve the observation data for the
     * <code>Datasource</code>.</li> <li><p>S3StagingLocation - Amazon S3
     * location for staging RDS data. The data retrieved from Amazon RDS
     * using <code>SelectSqlQuery</code> is stored in this location.</li>
     * <li><p>DataSchemaUri - Amazon S3 location of the
     * <code>DataSchema</code>.</li> <li><p>DataSchema - A JSON string
     * representing the schema. This is not required if
     * <code>DataSchemaUri</code> is specified. </li>
     * <li><p>DataRearrangement - A JSON string representing the splitting
     * requirement of a <code>Datasource</code>. <br/> <p> Sample - <code>
     * "{\"randomSeed\":\"some-random-seed\",
     * \"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"</code> </li>
     * </ul>
     */
    private RDSDataSpec rDSData;

    /**
     * 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 <code>SelectSqlQuery</code>) query from Amazon RDS to Amazon S3.
     * <p>
     * <p>
     * <b>Constraints:</b><br/>
     * <b>Length: </b>1 - 100<br/>
     */
    private String roleARN;

    /**
     * The compute statistics for a <code>DataSource</code>. The statistics
     * are generated from the observation data referenced by a
     * <code>DataSource</code>. Amazon ML uses the statistics internally
     * during an <code>MLModel</code> training. This parameter must be set to
     * <code>true</code> if the <code/>DataSource<code/> needs to be used for
     * <code>MLModel</code> training.
     */
    private Boolean computeStatistics;

    /**
     * A user-supplied ID that uniquely identifies the
     * <code>DataSource</code>. Typically, an Amazon Resource Number (ARN)
     * becomes the ID for a <code>DataSource</code>.
     * <p>
     * <b>Constraints:</b><br/>
     * <b>Length: </b>1 - 64<br/>
     * <b>Pattern: </b>[a-zA-Z0-9_.-]+<br/>
     *
     * @return A user-supplied ID that uniquely identifies the
     *         <code>DataSource</code>. Typically, an Amazon Resource Number (ARN)
     *         becomes the ID for a <code>DataSource</code>.
     */
    public String getDataSourceId() {
        return dataSourceId;
    }
    
    /**
     * A user-supplied ID that uniquely identifies the
     * <code>DataSource</code>. Typically, an Amazon Resource Number (ARN)
     * becomes the ID for a <code>DataSource</code>.
     * <p>
     * <b>Constraints:</b><br/>
     * <b>Length: </b>1 - 64<br/>
     * <b>Pattern: </b>[a-zA-Z0-9_.-]+<br/>
     *
     * @param dataSourceId A user-supplied ID that uniquely identifies the
     *         <code>DataSource</code>. Typically, an Amazon Resource Number (ARN)
     *         becomes the ID for a <code>DataSource</code>.
     */
    public void setDataSourceId(String dataSourceId) {
        this.dataSourceId = dataSourceId;
    }
    
    /**
     * A user-supplied ID that uniquely identifies the
     * <code>DataSource</code>. Typically, an Amazon Resource Number (ARN)
     * becomes the ID for a <code>DataSource</code>.
     * <p>
     * Returns a reference to this object so that method calls can be chained together.
     * <p>
     * <b>Constraints:</b><br/>
     * <b>Length: </b>1 - 64<br/>
     * <b>Pattern: </b>[a-zA-Z0-9_.-]+<br/>
     *
     * @param dataSourceId A user-supplied ID that uniquely identifies the
     *         <code>DataSource</code>. Typically, an Amazon Resource Number (ARN)
     *         becomes the ID for a <code>DataSource</code>.
     *
     * @return A reference to this updated object so that method calls can be chained
     *         together.
     */
    public CreateDataSourceFromRDSRequest withDataSourceId(String dataSourceId) {
        this.dataSourceId = dataSourceId;
        return this;
    }

    /**
     * A user-supplied name or description of the <code>DataSource</code>.
     * <p>
     * <b>Constraints:</b><br/>
     * <b>Length: </b>0 - 1024<br/>
     * <b>Pattern: </b>.*\S.*|^$<br/>
     *
     * @return A user-supplied name or description of the <code>DataSource</code>.
     */
    public String getDataSourceName() {
        return dataSourceName;
    }
    
    /**
     * A user-supplied name or description of the <code>DataSource</code>.
     * <p>
     * <b>Constraints:</b><br/>
     * <b>Length: </b>0 - 1024<br/>
     * <b>Pattern: </b>.*\S.*|^$<br/>
     *
     * @param dataSourceName A user-supplied name or description of the <code>DataSource</code>.
     */
    public void setDataSourceName(String dataSourceName) {
        this.dataSourceName = dataSourceName;
    }
    
    /**
     * A user-supplied name or description of the <code>DataSource</code>.
     * <p>
     * Returns a reference to this object so that method calls can be chained together.
     * <p>
     * <b>Constraints:</b><br/>
     * <b>Length: </b>0 - 1024<br/>
     * <b>Pattern: </b>.*\S.*|^$<br/>
     *
     * @param dataSourceName A user-supplied name or description of the <code>DataSource</code>.
     *
     * @return A reference to this updated object so that method calls can be chained
     *         together.
     */
    public CreateDataSourceFromRDSRequest withDataSourceName(String dataSourceName) {
        this.dataSourceName = dataSourceName;
        return this;
    }

    /**
     * The data specification of an Amazon RDS <code>DataSource</code>: <ul>
     * <li><p>DatabaseInformation - <ul> <li> <code>DatabaseName </code> -
     * Name of the Amazon RDS database.</li> <li> <code> InstanceIdentifier
     * </code> - Unique identifier for the Amazon RDS database instance.</li>
     * </ul> </li> <li><p>DatabaseCredentials - AWS Identity and Access
     * Management (IAM) credentials that are used to connect to the Amazon
     * RDS database.</li> <li><p>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 <a
     * href="http://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html">Role
     * templates</a> for data pipelines.</li> <li><p>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 <a
     * href="http://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html">Role
     * templates</a> for data pipelines.</li> <li><p>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
     * [<code>SubnetId</code>, <code>SecurityGroupIds</code>] pair for a
     * VPC-based Amazon RDS instance.</li> <li><p>SelectSqlQuery - Query that
     * is used to retrieve the observation data for the
     * <code>Datasource</code>.</li> <li><p>S3StagingLocation - Amazon S3
     * location for staging RDS data. The data retrieved from Amazon RDS
     * using <code>SelectSqlQuery</code> is stored in this location.</li>
     * <li><p>DataSchemaUri - Amazon S3 location of the
     * <code>DataSchema</code>.</li> <li><p>DataSchema - A JSON string
     * representing the schema. This is not required if
     * <code>DataSchemaUri</code> is specified. </li>
     * <li><p>DataRearrangement - A JSON string representing the splitting
     * requirement of a <code>Datasource</code>. <br/> <p> Sample - <code>
     * "{\"randomSeed\":\"some-random-seed\",
     * \"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"</code> </li>
     * </ul>
     *
     * @return The data specification of an Amazon RDS <code>DataSource</code>: <ul>
     *         <li><p>DatabaseInformation - <ul> <li> <code>DatabaseName </code> -
     *         Name of the Amazon RDS database.</li> <li> <code> InstanceIdentifier
     *         </code> - Unique identifier for the Amazon RDS database instance.</li>
     *         </ul> </li> <li><p>DatabaseCredentials - AWS Identity and Access
     *         Management (IAM) credentials that are used to connect to the Amazon
     *         RDS database.</li> <li><p>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 <a
     *         href="http://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html">Role
     *         templates</a> for data pipelines.</li> <li><p>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 <a
     *         href="http://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html">Role
     *         templates</a> for data pipelines.</li> <li><p>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
     *         [<code>SubnetId</code>, <code>SecurityGroupIds</code>] pair for a
     *         VPC-based Amazon RDS instance.</li> <li><p>SelectSqlQuery - Query that
     *         is used to retrieve the observation data for the
     *         <code>Datasource</code>.</li> <li><p>S3StagingLocation - Amazon S3
     *         location for staging RDS data. The data retrieved from Amazon RDS
     *         using <code>SelectSqlQuery</code> is stored in this location.</li>
     *         <li><p>DataSchemaUri - Amazon S3 location of the
     *         <code>DataSchema</code>.</li> <li><p>DataSchema - A JSON string
     *         representing the schema. This is not required if
     *         <code>DataSchemaUri</code> is specified. </li>
     *         <li><p>DataRearrangement - A JSON string representing the splitting
     *         requirement of a <code>Datasource</code>. <br/> <p> Sample - <code>
     *         "{\"randomSeed\":\"some-random-seed\",
     *         \"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"</code> </li>
     *         </ul>
     */
    public RDSDataSpec getRDSData() {
        return rDSData;
    }
    
    /**
     * The data specification of an Amazon RDS <code>DataSource</code>: <ul>
     * <li><p>DatabaseInformation - <ul> <li> <code>DatabaseName </code> -
     * Name of the Amazon RDS database.</li> <li> <code> InstanceIdentifier
     * </code> - Unique identifier for the Amazon RDS database instance.</li>
     * </ul> </li> <li><p>DatabaseCredentials - AWS Identity and Access
     * Management (IAM) credentials that are used to connect to the Amazon
     * RDS database.</li> <li><p>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 <a
     * href="http://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html">Role
     * templates</a> for data pipelines.</li> <li><p>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 <a
     * href="http://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html">Role
     * templates</a> for data pipelines.</li> <li><p>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
     * [<code>SubnetId</code>, <code>SecurityGroupIds</code>] pair for a
     * VPC-based Amazon RDS instance.</li> <li><p>SelectSqlQuery - Query that
     * is used to retrieve the observation data for the
     * <code>Datasource</code>.</li> <li><p>S3StagingLocation - Amazon S3
     * location for staging RDS data. The data retrieved from Amazon RDS
     * using <code>SelectSqlQuery</code> is stored in this location.</li>
     * <li><p>DataSchemaUri - Amazon S3 location of the
     * <code>DataSchema</code>.</li> <li><p>DataSchema - A JSON string
     * representing the schema. This is not required if
     * <code>DataSchemaUri</code> is specified. </li>
     * <li><p>DataRearrangement - A JSON string representing the splitting
     * requirement of a <code>Datasource</code>. <br/> <p> Sample - <code>
     * "{\"randomSeed\":\"some-random-seed\",
     * \"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"</code> </li>
     * </ul>
     *
     * @param rDSData The data specification of an Amazon RDS <code>DataSource</code>: <ul>
     *         <li><p>DatabaseInformation - <ul> <li> <code>DatabaseName </code> -
     *         Name of the Amazon RDS database.</li> <li> <code> InstanceIdentifier
     *         </code> - Unique identifier for the Amazon RDS database instance.</li>
     *         </ul> </li> <li><p>DatabaseCredentials - AWS Identity and Access
     *         Management (IAM) credentials that are used to connect to the Amazon
     *         RDS database.</li> <li><p>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 <a
     *         href="http://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html">Role
     *         templates</a> for data pipelines.</li> <li><p>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 <a
     *         href="http://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html">Role
     *         templates</a> for data pipelines.</li> <li><p>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
     *         [<code>SubnetId</code>, <code>SecurityGroupIds</code>] pair for a
     *         VPC-based Amazon RDS instance.</li> <li><p>SelectSqlQuery - Query that
     *         is used to retrieve the observation data for the
     *         <code>Datasource</code>.</li> <li><p>S3StagingLocation - Amazon S3
     *         location for staging RDS data. The data retrieved from Amazon RDS
     *         using <code>SelectSqlQuery</code> is stored in this location.</li>
     *         <li><p>DataSchemaUri - Amazon S3 location of the
     *         <code>DataSchema</code>.</li> <li><p>DataSchema - A JSON string
     *         representing the schema. This is not required if
     *         <code>DataSchemaUri</code> is specified. </li>
     *         <li><p>DataRearrangement - A JSON string representing the splitting
     *         requirement of a <code>Datasource</code>. <br/> <p> Sample - <code>
     *         "{\"randomSeed\":\"some-random-seed\",
     *         \"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"</code> </li>
     *         </ul>
     */
    public void setRDSData(RDSDataSpec rDSData) {
        this.rDSData = rDSData;
    }
    
    /**
     * The data specification of an Amazon RDS <code>DataSource</code>: <ul>
     * <li><p>DatabaseInformation - <ul> <li> <code>DatabaseName </code> -
     * Name of the Amazon RDS database.</li> <li> <code> InstanceIdentifier
     * </code> - Unique identifier for the Amazon RDS database instance.</li>
     * </ul> </li> <li><p>DatabaseCredentials - AWS Identity and Access
     * Management (IAM) credentials that are used to connect to the Amazon
     * RDS database.</li> <li><p>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 <a
     * href="http://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html">Role
     * templates</a> for data pipelines.</li> <li><p>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 <a
     * href="http://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html">Role
     * templates</a> for data pipelines.</li> <li><p>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
     * [<code>SubnetId</code>, <code>SecurityGroupIds</code>] pair for a
     * VPC-based Amazon RDS instance.</li> <li><p>SelectSqlQuery - Query that
     * is used to retrieve the observation data for the
     * <code>Datasource</code>.</li> <li><p>S3StagingLocation - Amazon S3
     * location for staging RDS data. The data retrieved from Amazon RDS
     * using <code>SelectSqlQuery</code> is stored in this location.</li>
     * <li><p>DataSchemaUri - Amazon S3 location of the
     * <code>DataSchema</code>.</li> <li><p>DataSchema - A JSON string
     * representing the schema. This is not required if
     * <code>DataSchemaUri</code> is specified. </li>
     * <li><p>DataRearrangement - A JSON string representing the splitting
     * requirement of a <code>Datasource</code>. <br/> <p> Sample - <code>
     * "{\"randomSeed\":\"some-random-seed\",
     * \"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"</code> </li>
     * </ul>
     * <p>
     * Returns a reference to this object so that method calls can be chained together.
     *
     * @param rDSData The data specification of an Amazon RDS <code>DataSource</code>: <ul>
     *         <li><p>DatabaseInformation - <ul> <li> <code>DatabaseName </code> -
     *         Name of the Amazon RDS database.</li> <li> <code> InstanceIdentifier
     *         </code> - Unique identifier for the Amazon RDS database instance.</li>
     *         </ul> </li> <li><p>DatabaseCredentials - AWS Identity and Access
     *         Management (IAM) credentials that are used to connect to the Amazon
     *         RDS database.</li> <li><p>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 <a
     *         href="http://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html">Role
     *         templates</a> for data pipelines.</li> <li><p>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 <a
     *         href="http://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html">Role
     *         templates</a> for data pipelines.</li> <li><p>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
     *         [<code>SubnetId</code>, <code>SecurityGroupIds</code>] pair for a
     *         VPC-based Amazon RDS instance.</li> <li><p>SelectSqlQuery - Query that
     *         is used to retrieve the observation data for the
     *         <code>Datasource</code>.</li> <li><p>S3StagingLocation - Amazon S3
     *         location for staging RDS data. The data retrieved from Amazon RDS
     *         using <code>SelectSqlQuery</code> is stored in this location.</li>
     *         <li><p>DataSchemaUri - Amazon S3 location of the
     *         <code>DataSchema</code>.</li> <li><p>DataSchema - A JSON string
     *         representing the schema. This is not required if
     *         <code>DataSchemaUri</code> is specified. </li>
     *         <li><p>DataRearrangement - A JSON string representing the splitting
     *         requirement of a <code>Datasource</code>. <br/> <p> Sample - <code>
     *         "{\"randomSeed\":\"some-random-seed\",
     *         \"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"</code> </li>
     *         </ul>
     *
     * @return A reference to this updated object so that method calls can be chained
     *         together.
     */
    public CreateDataSourceFromRDSRequest withRDSData(RDSDataSpec rDSData) {
        this.rDSData = rDSData;
        return this;
    }

    /**
     * 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 <code>SelectSqlQuery</code>) query from Amazon RDS to Amazon S3.
     * <p>
     * <p>
     * <b>Constraints:</b><br/>
     * <b>Length: </b>1 - 100<br/>
     *
     * @return 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 <code>SelectSqlQuery</code>) query from Amazon RDS to Amazon S3.
     *         <p>
     */
    public String getRoleARN() {
        return 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 <code>SelectSqlQuery</code>) query from Amazon RDS to Amazon S3.
     * <p>
     * <p>
     * <b>Constraints:</b><br/>
     * <b>Length: </b>1 - 100<br/>
     *
     * @param 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 <code>SelectSqlQuery</code>) query from Amazon RDS to Amazon S3.
     *         <p>
     */
    public void setRoleARN(String roleARN) {
        this.roleARN = 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 <code>SelectSqlQuery</code>) query from Amazon RDS to Amazon S3.
     * <p>
     * <p>
     * Returns a reference to this object so that method calls can be chained together.
     * <p>
     * <b>Constraints:</b><br/>
     * <b>Length: </b>1 - 100<br/>
     *
     * @param 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 <code>SelectSqlQuery</code>) query from Amazon RDS to Amazon S3.
     *         <p>
     *
     * @return A reference to this updated object so that method calls can be chained
     *         together.
     */
    public CreateDataSourceFromRDSRequest withRoleARN(String roleARN) {
        this.roleARN = roleARN;
        return this;
    }

    /**
     * The compute statistics for a <code>DataSource</code>. The statistics
     * are generated from the observation data referenced by a
     * <code>DataSource</code>. Amazon ML uses the statistics internally
     * during an <code>MLModel</code> training. This parameter must be set to
     * <code>true</code> if the <code/>DataSource<code/> needs to be used for
     * <code>MLModel</code> training.
     *
     * @return The compute statistics for a <code>DataSource</code>. The statistics
     *         are generated from the observation data referenced by a
     *         <code>DataSource</code>. Amazon ML uses the statistics internally
     *         during an <code>MLModel</code> training. This parameter must be set to
     *         <code>true</code> if the <code/>DataSource<code/> needs to be used for
     *         <code>MLModel</code> training.
     */
    public Boolean isComputeStatistics() {
        return computeStatistics;
    }
    
    /**
     * The compute statistics for a <code>DataSource</code>. The statistics
     * are generated from the observation data referenced by a
     * <code>DataSource</code>. Amazon ML uses the statistics internally
     * during an <code>MLModel</code> training. This parameter must be set to
     * <code>true</code> if the <code/>DataSource<code/> needs to be used for
     * <code>MLModel</code> training.
     *
     * @param computeStatistics The compute statistics for a <code>DataSource</code>. The statistics
     *         are generated from the observation data referenced by a
     *         <code>DataSource</code>. Amazon ML uses the statistics internally
     *         during an <code>MLModel</code> training. This parameter must be set to
     *         <code>true</code> if the <code/>DataSource<code/> needs to be used for
     *         <code>MLModel</code> training.
     */
    public void setComputeStatistics(Boolean computeStatistics) {
        this.computeStatistics = computeStatistics;
    }
    
    /**
     * The compute statistics for a <code>DataSource</code>. The statistics
     * are generated from the observation data referenced by a
     * <code>DataSource</code>. Amazon ML uses the statistics internally
     * during an <code>MLModel</code> training. This parameter must be set to
     * <code>true</code> if the <code/>DataSource<code/> needs to be used for
     * <code>MLModel</code> training.
     * <p>
     * Returns a reference to this object so that method calls can be chained together.
     *
     * @param computeStatistics The compute statistics for a <code>DataSource</code>. The statistics
     *         are generated from the observation data referenced by a
     *         <code>DataSource</code>. Amazon ML uses the statistics internally
     *         during an <code>MLModel</code> training. This parameter must be set to
     *         <code>true</code> if the <code/>DataSource<code/> needs to be used for
     *         <code>MLModel</code> training.
     *
     * @return A reference to this updated object so that method calls can be chained
     *         together.
     */
    public CreateDataSourceFromRDSRequest withComputeStatistics(Boolean computeStatistics) {
        this.computeStatistics = computeStatistics;
        return this;
    }

    /**
     * The compute statistics for a <code>DataSource</code>. The statistics
     * are generated from the observation data referenced by a
     * <code>DataSource</code>. Amazon ML uses the statistics internally
     * during an <code>MLModel</code> training. This parameter must be set to
     * <code>true</code> if the <code/>DataSource<code/> needs to be used for
     * <code>MLModel</code> training.
     *
     * @return The compute statistics for a <code>DataSource</code>. The statistics
     *         are generated from the observation data referenced by a
     *         <code>DataSource</code>. Amazon ML uses the statistics internally
     *         during an <code>MLModel</code> training. This parameter must be set to
     *         <code>true</code> if the <code/>DataSource<code/> needs to be used for
     *         <code>MLModel</code> training.
     */
    public Boolean getComputeStatistics() {
        return computeStatistics;
    }

    /**
     * Returns a string representation of this object; useful for testing and
     * debugging.
     *
     * @return A string representation of this object.
     *
     * @see java.lang.Object#toString()
     */
    @Override
    public String toString() {
        StringBuilder sb = new StringBuilder();
        sb.append("{");
        if (getDataSourceId() != null) sb.append("DataSourceId: " + getDataSourceId() + ",");
        if (getDataSourceName() != null) sb.append("DataSourceName: " + getDataSourceName() + ",");
        if (getRDSData() != null) sb.append("RDSData: " + getRDSData() + ",");
        if (getRoleARN() != null) sb.append("RoleARN: " + getRoleARN() + ",");
        if (isComputeStatistics() != null) sb.append("ComputeStatistics: " + isComputeStatistics() );
        sb.append("}");
        return sb.toString();
    }
    
    @Override
    public int hashCode() {
        final int prime = 31;
        int hashCode = 1;
        
        hashCode = prime * hashCode + ((getDataSourceId() == null) ? 0 : getDataSourceId().hashCode()); 
        hashCode = prime * hashCode + ((getDataSourceName() == null) ? 0 : getDataSourceName().hashCode()); 
        hashCode = prime * hashCode + ((getRDSData() == null) ? 0 : getRDSData().hashCode()); 
        hashCode = prime * hashCode + ((getRoleARN() == null) ? 0 : getRoleARN().hashCode()); 
        hashCode = prime * hashCode + ((isComputeStatistics() == null) ? 0 : isComputeStatistics().hashCode()); 
        return hashCode;
    }
    
    @Override
    public boolean equals(Object obj) {
        if (this == obj) return true;
        if (obj == null) return false;

        if (obj instanceof CreateDataSourceFromRDSRequest == false) return false;
        CreateDataSourceFromRDSRequest other = (CreateDataSourceFromRDSRequest)obj;
        
        if (other.getDataSourceId() == null ^ this.getDataSourceId() == null) return false;
        if (other.getDataSourceId() != null && other.getDataSourceId().equals(this.getDataSourceId()) == false) return false; 
        if (other.getDataSourceName() == null ^ this.getDataSourceName() == null) return false;
        if (other.getDataSourceName() != null && other.getDataSourceName().equals(this.getDataSourceName()) == false) return false; 
        if (other.getRDSData() == null ^ this.getRDSData() == null) return false;
        if (other.getRDSData() != null && other.getRDSData().equals(this.getRDSData()) == false) return false; 
        if (other.getRoleARN() == null ^ this.getRoleARN() == null) return false;
        if (other.getRoleARN() != null && other.getRoleARN().equals(this.getRoleARN()) == false) return false; 
        if (other.isComputeStatistics() == null ^ this.isComputeStatistics() == null) return false;
        if (other.isComputeStatistics() != null && other.isComputeStatistics().equals(this.isComputeStatistics()) == false) return false; 
        return true;
    }
    
    @Override
    public CreateDataSourceFromRDSRequest clone() {
        
            return (CreateDataSourceFromRDSRequest) super.clone();
    }

}