Several ways of paging in mybatis-JavaBase-php.cn

Mybatis paging method: 1. Use arrays for paging. First query all the data, and then intercept the required parts from the list. 2. Use the Sql statement to perform paging, and add the limit paging statement after the sql statement. 3. Use the interceptor for paging, and add the limit statement to the end of the sql statement through the interceptor to perform paging queries. 4. To use RowBounds to implement paging, you need to obtain all qualified data at once, and then operate the big data in memory to achieve the paging effect.

Several ways of paging in mybatis

#The operating environment of this tutorial: windows7 system, java8, Dell G3 computer.

Mybatis’ paging methods can be divided into two categories:

1. Logical paging

2. Physical paging

The specific way of paging in mybatis

Paging with the help of arrays (logical paging)
With the help of Sql statements Paging (physical paging)
Interceptor paging (physical paging) Use the interceptor to add a limit statement to the end of the sql statement to query, once and for all the best
RowBounds implements paging (logical paging)

#1. Paging with the help of arrays

Principle: Database During the query operation, all records that meet the conditions in the database are obtained and stored in the temporary array of the application. Then, all records that meet the conditions are obtained through the subList method of List.

Implementation:

First, create the StudentMapper interface at the dao layer for database operations. Define the query method for paging through the array in the interface, as shown below:

 List<Student> queryStudentsByArray();

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The method is very simple, that is, to get all the data, receive it through the list, and then perform the paging operation.

Create the StudentMapper.xml file and write the query sql statement:

 <select id="queryStudentsByArray"  resultMap="studentmapper">
        select * from student
 </select>

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It can be seen that when writing the sql statement, we did not perform any paging related operations. All student information can be found here.

Next, obtain the data in the service layer and implement paging:

Define the IStuService interface and define the paging method:

List<Student> queryStudentsByArray(int currPage, int pageSize);

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Indicate which page to display by receiving the currPage parameter Data, pageSize represents the number of data items displayed on each page.

Create the IStuService interface implementation class StuServiceIml to implement the method, and paginate the obtained array through currPage and pageSize:

 @Override
    public List<Student> queryStudentsByArray(int currPage, int pageSize) {
        List<Student> students = studentMapper.queryStudentsByArray();
//        从第几条数据开始
        int firstIndex = (currPage - 1) * pageSize;
//        到第几条数据结束
        int lastIndex = currPage * pageSize;
        return students.subList(firstIndex, lastIndex);
    }

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Through the subList method, obtain all the data between the two indexes.

Finally create a test method in the controller:

  @ResponseBody
    @RequestMapping("/student/array/{currPage}/{pageSize}")
    public List<Student> getStudentByArray(@PathVariable("currPage") int currPage, @PathVariable("pageSize") int pageSize) {
        List<Student> student = StuServiceIml.queryStudentsByArray(currPage, pageSize);
        return student;
    }

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Get the specified data through the currPage and pageSize passed in by the user.

Test:

First we get all the data obtained before the paging effect is implemented, as shown below:

Several ways of paging in mybatis

Continue Come down and enter http://localhost:8080/student/student/array/1/2 in the browser to test the paging data. Get the data on the first page and display two pieces of data on each page.

The results are as follows:

Several ways of paging in mybatis The output is the specified data from 0-2, which shows that our paging function through the array is successful. (Because related queries are used here, it seems that there may be a lot of data)

Disadvantages: The database queries and returns all the data, and what we need is only a very small amount of data that meets the requirements. When the amount of data is small, it is acceptable. When the amount of database data is too large, each query will have a great impact on the performance of the database and program.

2. Use Sql statements for paging

After learning about the shortcomings of paging through arrays, we found that we cannot perform paging in the database every time. All data are retrieved. Then perform secondary operations on the large amount of data obtained in the program, which consumes a lot of space and performance. Therefore, we hope to directly retrieve only records that meet the conditions in the database language without processing them through the program. At this time, Sql statement paging technology came into being.

Implementation: It is also very simple to implement paging through sql statements. We just need to change the statement of our query to achieve it, that is, add a limit paging statement after the sql statement.

First of all, add the sql statement query method in the StudentMapper interface, as follows:

List<Student> queryStudentsBySql(Map<String,Object> data);

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Then write the sql statement in the StudentMapper.xml file to paginate through the limiy keyword:

 <select id="queryStudentsBySql" parameterType="map" resultMap="studentmapper">
        select * from student limit #{currIndex} , #{pageSize}
</select>

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Next, define the method in the IStuService interface, and implement sql paging in StuServiceIml.

List<Student> queryStudentsBySql(int currPage, int pageSize);

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 @Override
    public List<Student> queryStudentsBySql(int currPage, int pageSize) {
        Map<String, Object> data = new HashedMap();
        data.put("currIndex", (currPage-1)*pageSize);
        data.put("pageSize", pageSize);
        return studentMapper.queryStudentsBySql(data);
    }

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The sql paging statement is as follows: select * from table limit index, pageSize;

So the currIndex is calculated in the service: the first record to be queried index.

Test:

Enter in the browser http://localhost:8080/student/student/sql/1/2 to get the data of the first page, each page Display two pieces of data.

result:

Several ways of paging in mybatis

从输出结果可以看出和数组分页的结果是一致的，因此sql语句的分页也是没问题的。

缺点：虽然这里实现了按需查找，每次检索得到的是指定的数据。但是每次在分页的时候都需要去编写limit语句，很冗余。而且不方便统一管理，维护性较差。所以我们希望能够有一种更方便的分页实现。

3、拦截器分页

上面提到的数组分页和sql语句分页都不是我们今天讲解的重点，今天需要实现的是利用拦截器达到分页的效果。自定义拦截器实现了拦截所有以ByPage结尾的查询语句，并且利用获取到的分页相关参数统一在sql语句后面加上limit分页的相关语句，一劳永逸。不再需要在每个语句中单独去配置分页相关的参数了。。

首先我们看一下拦截器的具体实现，在这里我们需要拦截所有以ByPage结尾的所有查询语句，因此要使用该拦截器实现分页功能，那么再定义名称的时候需要满足它拦截的规则（以ByPage结尾），如下所示：

package com.cbg.interceptor;

import org.apache.ibatis.executor.Executor;
import org.apache.ibatis.executor.parameter.ParameterHandler;
import org.apache.ibatis.executor.resultset.ResultSetHandler;
import org.apache.ibatis.executor.statement.StatementHandler;
import org.apache.ibatis.mapping.MappedStatement;
import org.apache.ibatis.plugin.*;
import org.apache.ibatis.reflection.MetaObject;
import org.apache.ibatis.reflection.SystemMetaObject;

import java.sql.Connection;
import java.util.Map;
import java.util.Properties;

/**
 * Created by chenboge on 2017/5/7.
 * <p>
 * Email:baigegechen@gmail.com
 * <p>
 * description:
 */

/**
 * @Intercepts 说明是一个拦截器
 * @Signature 拦截器的签名
 * type 拦截的类型 四大对象之一( Executor,ResultSetHandler,ParameterHandler,StatementHandler)
 * method 拦截的方法
 * args 参数
 */
@Intercepts({@Signature(type = StatementHandler.class, method = "prepare", args = {Connection.class, Integer.class})})
public class MyPageInterceptor implements Interceptor {

//每页显示的条目数
    private int pageSize;
//当前现实的页数
    private int currPage;

    private String dbType;


    @Override
    public Object intercept(Invocation invocation) throws Throwable {
        //获取StatementHandler，默认是RoutingStatementHandler
        StatementHandler statementHandler = (StatementHandler) invocation.getTarget();
        //获取statementHandler包装类
        MetaObject MetaObjectHandler = SystemMetaObject.forObject(statementHandler);

        //分离代理对象链
        while (MetaObjectHandler.hasGetter("h")) {
            Object obj = MetaObjectHandler.getValue("h");
            MetaObjectHandler = SystemMetaObject.forObject(obj);
        }

        while (MetaObjectHandler.hasGetter("target")) {
            Object obj = MetaObjectHandler.getValue("target");
            MetaObjectHandler = SystemMetaObject.forObject(obj);
        }

        //获取连接对象
        //Connection connection = (Connection) invocation.getArgs()[0];


        //object.getValue("delegate");  获取StatementHandler的实现类

        //获取查询接口映射的相关信息
        MappedStatement mappedStatement = (MappedStatement) MetaObjectHandler.getValue("delegate.mappedStatement");
        String mapId = mappedStatement.getId();

        //statementHandler.getBoundSql().getParameterObject();

        //拦截以.ByPage结尾的请求，分页功能的统一实现
        if (mapId.matches(".+ByPage$")) {
            //获取进行数据库操作时管理参数的handler
            ParameterHandler parameterHandler = (ParameterHandler) MetaObjectHandler.getValue("delegate.parameterHandler");
            //获取请求时的参数
            Map<String, Object> paraObject = (Map<String, Object>) parameterHandler.getParameterObject();
            //也可以这样获取
            //paraObject = (Map<String, Object>) statementHandler.getBoundSql().getParameterObject();

            //参数名称和在service中设置到map中的名称一致
            currPage = (int) paraObject.get("currPage");
            pageSize = (int) paraObject.get("pageSize");

            String sql = (String) MetaObjectHandler.getValue("delegate.boundSql.sql");
            //也可以通过statementHandler直接获取
            //sql = statementHandler.getBoundSql().getSql();

            //构建分页功能的sql语句
            String limitSql;
            sql = sql.trim();
            limitSql = sql + " limit " + (currPage - 1) * pageSize + "," + pageSize;

            //将构建完成的分页sql语句赋值个体&#39;delegate.boundSql.sql&#39;，偷天换日
            MetaObjectHandler.setValue("delegate.boundSql.sql", limitSql);
        }
//调用原对象的方法，进入责任链的下一级
        return invocation.proceed();
    }


    //获取代理对象
    @Override
    public Object plugin(Object o) {
    //生成object对象的动态代理对象
        return Plugin.wrap(o, this);
    }

    //设置代理对象的参数
    @Override
    public void setProperties(Properties properties) {
//如果项目中分页的pageSize是统一的，也可以在这里统一配置和获取，这样就不用每次请求都传递pageSize参数了。参数是在配置拦截器时配置的。
        String limit1 = properties.getProperty("limit", "10");
        this.pageSize = Integer.valueOf(limit1);
        this.dbType = properties.getProperty("dbType", "mysql");
    }
}

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上面即是拦截器功能的实现，在intercept方法中获取到select标签和sql语句的相关信息，拦截所有以ByPage结尾的select查询，并且统一在查询语句后面添加limit分页的相关语句，统一实现分页功能。

重点详解：

StatementHandler是一个接口，而我们在代码中通过StatementHandler statementHandler = (StatementHandler) invocation.getTarget();获取到的是StatementHandler默认的实现类RoutingStatementHandler。而RoutingStatementHandler只是一个中间代理，他不会提供具体的方法。那你可能会纳闷了，拦截器中基本上是依赖statementHandler获取各种对象和属性的，没有具体属性和方法怎么行？？接着看下面代码：

private final StatementHandler delegate;

    public RoutingStatementHandler(Executor executor, MappedStatement ms, Object parameter, RowBounds rowBounds, ResultHandler resultHandler, BoundSql boundSql) {
        switch(RoutingStatementHandler.SyntheticClass_1.$SwitchMap$org$apache$ibatis$mapping$StatementType[ms.getStatementType().ordinal()]) {
        case 1:
            this.delegate = new SimpleStatementHandler(executor, ms, parameter, rowBounds, resultHandler, boundSql);
            break;
        case 2:
            this.delegate = new PreparedStatementHandler(executor, ms, parameter, rowBounds, resultHandler, boundSql);
            break;
        case 3:
            this.delegate = new CallableStatementHandler(executor, ms, parameter, rowBounds, resultHandler, boundSql);
            break;
        default:
            throw new ExecutorException("Unknown statement type: " + ms.getStatementType());
        }

    }

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原来它是通过不同的MappedStatement创建不同的StatementHandler实现类对象处理不同的情况。这里的到的StatementHandler实现类才是真正服务的。看到这里，你可能就会明白MappedStatement mappedStatement = (MappedStatement) MetaObjectHandler.getValue("delegate.mappedStatement");中delegate的来源了吧。至于为什么要这么去获取，后面我们会说道。

拿到statementHandler后，我们会通过MetaObject MetaObjectHandler = SystemMetaObject.forObject(statementHandler);去获取它的包装对象，通过包装对象去获取各种服务。

MetaObject：mybatis的一个工具类，方便我们有效的读取或修改一些重要对象的属性。四大对象（ResultSetHandler，ParameterHandler，Executor和statementHandler）提供的公共方法很少，要想直接获取里面属性的值很困难，但是可以通过MetaObject利用一些技术（内部反射实现）很轻松的读取或修改里面的数据。

接下来说说：MappedStatement mappedStatement = (MappedStatement) MetaObjectHandler.getValue("delegate.mappedStatement");

上面提到为什么要这么去获取MappedStatement对象？？在RoutingStatementHandler中delegate是私有的（private final StatementHandler delegate;），有没有共有的方法去获取。所以这里只有通过反射来获取啦。

MappedStatement是保存了xxMapper.xml中一个sql语句节点的所有信息的包装类，可以通过它获取到节点中的所有信息。在示例中我们拿到了id值，也就是方法的名称，通过名称区拦截所有需要分页的请求。

通过StatementHandler的包装类，不光能拿到MappedStatement，还可以拿到下面的数据：

    public abstract class BaseStatementHandler implements StatementHandler {
    protected final Configuration configuration;
    protected final ObjectFactory objectFactory;
    protected final TypeHandlerRegistry typeHandlerRegistry;
    protected final ResultSetHandler resultSetHandler;
    protected final ParameterHandler parameterHandler;
    protected final Executor executor;
    protected final MappedStatement mappedStatement;
    protected final RowBounds rowBounds;
    protected BoundSql boundSql;

    protected BaseStatementHandler(Executor executor, MappedStatement mappedStatement, Object parameterObject, RowBounds rowBounds, ResultHandler resultHandler, BoundSql boundSql) {
        this.configuration = mappedStatement.getConfiguration();
        this.executor = executor;
        this.mappedStatement = mappedStatement;
        this.rowBounds = rowBounds;
        this.typeHandlerRegistry = this.configuration.getTypeHandlerRegistry();
        this.objectFactory = this.configuration.getObjectFactory();
        if(boundSql == null) {
            this.generateKeys(parameterObject);
            boundSql = mappedStatement.getBoundSql(parameterObject);
        }

        this.boundSql = boundSql;
        this.parameterHandler = this.configuration.newParameterHandler(mappedStatement, parameterObject, boundSql);
        this.resultSetHandler = this.configuration.newResultSetHandler(executor, mappedStatement, rowBounds, this.parameterHandler, resultHandler, boundSql);
    }

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上面的所有数据都可以通过反射拿到。

几个重要的参数：

Configuration：所有配置的相关信息。
ResultSetHandler：用于拦截执行结果的组装。
ParameterHandler：拦截执行Sql的参数的组装。
Executor：执行Sql的全过程，包括组装参数、组装结果和执行Sql的过程。
BoundSql：执行的Sql的相关信息。

接下来我们通过如下代码拿到请求时的map对象（反射）。

 //获取进行数据库操作时管理参数的handler
            ParameterHandler parameterHandler = (ParameterHandler) MetaObjectHandler.getValue("delegate.parameterHandler");
            //获取请求时的参数
            Map<String, Object> paraObject = (Map<String, Object>) parameterHandler.getParameterObject();
            //也可以这样获取
            //paraObject = (Map<String, Object>) statementHandler.getBoundSql().getParameterObject();

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拿到我们需要的currPage和pageSize参数后，就是组装分页查询的sql语句’limitSql‘了。

最后通过MetaObjectHandler.setValue("delegate.boundSql.sql", limitSql);将原始的sql语句替换成我们新的分页语句，完成偷天换日的功能，接下来让代码继续执行。

编写好拦截器后，需要注册到项目中，才能发挥它的作用。在mybatis的配置文件中，添加如下代码：

    <plugins>
        <plugin interceptor="com.cbg.interceptor.MyPageInterceptor">
            <property name="limit" value="10"/>
            <property name="dbType" value="mysql"/>
        </plugin>
    </plugins>

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如上所示，还能在里面配置一些属性，在拦截器的setProperties方法中可以获取配置好的属性值。如项目分页的pageSize参数的值固定，我们就可以配置在这里了，以后就不需要每次传入pageSize了，读取方式如下：

 //读取配置的代理对象的参数
    @Override
    public void setProperties(Properties properties) {
        String limit1 = properties.getProperty("limit", "10");
        this.pageSize = Integer.valueOf(limit1);
        this.dbType = properties.getProperty("dbType", "mysql");
    }

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到这里，有关拦截器的相关知识就讲解的差不多了，接下来就需要测试，是否我们这样写真的有效？？

首先还是添加dao层的方法和xml文件的sql语句配置，注意项目中拦截的是以ByPage结尾的请求，所以在这里，我们的方法名称也以此结尾：

方法
List<Student> queryStudentsByPage(Map<String,Object> data);

xml文件的select语句
    <select id="queryStudentsByPage" parameterType="map" resultMap="studentmapper">
        select * from student
    </select>

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可以看出，这里我们就不需要再去手动配置分页语句了。

接下来是service层的接口编写和实现方法：

方法：
List<Student> queryStudentsByPage(int currPage,int pageSize);

实现：
 @Override
    public List<Student> queryStudentsByPage(int currPage, int pageSize) {
        Map<String, Object> data = new HashedMap();
        data.put("currPage", currPage);
        data.put("pageSize", pageSize);
        return studentMapper.queryStudentsByPage(data);
    }

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这里我们虽然传入了currPage和pageSize两个参数，但是在sql的xml文件中并没有使用，直接在拦截器中获取到统一使用。

最后编写controller的测试代码：

 @ResponseBody
    @RequestMapping("/student/page/{currPage}/{pageSize}")
    public List<Student> getStudentByPage(@PathVariable("currPage") int currPage, @PathVariable("pageSize") int pageSize) {
        List<Student> student = StuServiceIml.queryStudentsByPage(currPage, pageSize);
        return student;
    }

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测试：

在浏览器输入：http://localhost:8080/student/student/page/1/2

结果：

Several ways of paging in mybatis
可见和上面两种分页的效果是一样的。

4、RowBounds实现分页

原理：通过RowBounds实现分页和通过数组方式分页原理差不多，都是一次获取所有符合条件的数据，然后在内存中对大数据进行操作，实现分页效果。只是数组分页需要我们自己去实现分页逻辑，这里更加简化而已。

存在问题：一次性从数据库获取的数据可能会很多，对内存的消耗很大，可能导师性能变差，甚至引发内存溢出。

适用场景：在数据量很大的情况下，建议还是适用拦截器实现分页效果。RowBounds建议在数据量相对较小的情况下使用。

简单介绍：这是代码实现上最简单的一种分页方式，只需要在dao层接口中要实现分页的方法中加入RowBounds参数，然后在service层通过offset（从第几行开始读取数据，默认值为0）和limit（要显示的记录条数，默认为java允许的最大整数：2147483647）两个参数构建出RowBounds对象，在调用dao层方法的时，将构造好的RowBounds传进去就能轻松实现分页效果了。

具体操作如下：

dao层接口方法：

//加入RowBounds参数
public List<UserBean> queryUsersByPage(String userName, RowBounds rowBounds);

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然后在service层构建RowBounds，调用dao层方法：

  @Override
    @Transactional(isolation = Isolation.READ_COMMITTED, propagation = Propagation.SUPPORTS)
    public List<RoleBean> queryRolesByPage(String roleName, int start, int limit) {
        return roleDao.queryRolesByPage(roleName, new RowBounds(start, limit));
    }

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RowBounds就是一个封装了offset和limit简单类，如下所示：

public class RowBounds {
    public static final int NO_ROW_OFFSET = 0;
    public static final int NO_ROW_LIMIT = 2147483647;
    public static final RowBounds DEFAULT = new RowBounds();
    private int offset;
    private int limit;

    public RowBounds() {
        this.offset = 0;
        this.limit = 2147483647;
    }

    public RowBounds(int offset, int limit) {
        this.offset = offset;
        this.limit = limit;
    }

    public int getOffset() {
        return this.offset;
    }

    public int getLimit() {
        return this.limit;
    }
}

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只需要这两步操作，就能轻松实现分页效果了，是不是很神奇。但却不简单，内部是怎么实现的？？给大家提供一个简单的思路：RowBounds分页简单原理

结论：从上面四种sql分页的实现方式可以看出，通过RowBounds实现是最简便的，但是通过拦截器的实现方式是最优的方案。只需一次编写，所有的分页方法共同使用，还可以避免多次配置时的出错机率，需要修改时也只需要修改这一个文件，一劳永逸。而且是我们自己实现的，便于我们去控制和增加一些逻辑处理，使我们在外层更简单的使用。同时也不会出现数组分页和RowBounds分页导致的性能问题。当然，具体情况可以采取不同的解决方案。数据量小时，RowBounds不失为一种好办法。但是数据量大时，实现拦截器就很有必要了。

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