mongodb+springboot操作

待我称王封你为后i 2021-09-17 01:38 335阅读 0赞

## pom.xml加入依赖 ##

<parent>
    		<groupId>org.springframework.boot</groupId>
    		<artifactId>spring-boot-starter-parent</artifactId>
    		<version>2.1.0.RELEASE</version>
    		<relativePath/> 
    	</parent>
    
    	<properties>
    		<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
    		<project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
    		<java.version>1.8</java.version>
    	</properties>
    
     <dependencies>
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-web</artifactId>
            </dependency>
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-test</artifactId>
                <scope>test</scope>
            </dependency>
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-devtools</artifactId>
                <optional>true</optional>
            </dependency>
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-data-mongodb</artifactId>
            </dependency>
        </dependencies>
    
        <build>
            <plugins>
                <plugin>
                    <groupId>org.springframework.boot</groupId>
                    <artifactId>spring-boot-maven-plugin</artifactId>
                    <configuration>
                        <fork>true</fork>
                    </configuration>
                </plugin>
            </plugins>
        </build>

## 配置文件 ##

spring.data.mongodb.uri= mongodb://xxx:27017/data\_dict  
默认端口27017

## 建类 ##

import java.io.Serializable;
    
    import org.springframework.data.annotation.Id;
    
    /** * * * @author luansjr * @date 2018年11月13日 下午3:24:37 * */
    
    public class User implements Serializable { 
    
        private static final long serialVersionUID = -1L;
    
        @Id
        private Long id;
        private String username;
        private Integer age;
    
        public User(Long id, String username, Integer age) { 
            this.id = id;
            this.username = username;
            this.age = age;
        }
    
        public Long getId() { 
            return id;
        }
    
        public void setId(Long id) { 
            this.id = id;
        }
    
        public String getUsername() { 
            return username;
        }
    
        public void setUsername(String username) { 
            this.username = username;
        }
    
        public Integer getAge() { 
            return age;
        }
    
        public void setAge(Integer age) { 
            this.age = age;
        }
    
        @Override
        public String toString()
        { 
            return "\"User:{\"id\":\""+id+"\",\"username\":\""+username+"\",\"age\":\""+age+"\"}\"";
        }
    }

## UserRepository ##

import java.util.List;
    
    import org.springframework.data.domain.Page;
    import org.springframework.data.domain.Pageable;
    import org.springframework.data.mongodb.repository.MongoRepository;
    import org.springframework.data.mongodb.repository.Query;
    
    /** * Created by nbfujx on 2017-12-08. */
    public interface UserRepository extends MongoRepository<User, Long> { 
    	@Query("{\"username\":{\"$regex\":?0}, \"age\": ?1}")
        Page<User> findByNameAndAgeRange(String name,int age,Pageable page);
    
        @Query(value="{\"username\":{\"$regex\":?0},\"age\":{\"$gte\":?1,\"$lte\": ?2}}")
        Page<User> findByNameAndAgeRange2(String name,int ageFrom,int ageTo,Pageable page);
    
        @Query(value="{\"username\":{\"$regex\":?0},\"age\":{\"$gte\":?1,\"$lte\": ?2}}",fields="{\"username\" : 1, \"age\" : 1}")
        Page<User> findByNameAndAgeRange3(String name,int ageFrom,int ageTo,Pageable page);
        /** * Like（模糊查询） * {"username" : name} ( name as regex) * */
        List<User> findByUsernameLike(String username);
    
        /** * Like（模糊查询） * {"username" : name} * */
        List<User> findByUsername(String username);
    
        /** * GreaterThan(大于) * {"age" : {"$gt" : age}} * */
        List<User> findByAgeGreaterThan(int age);
        /** * LessThan（小于） * {"age" : {"$lt" : age}} * */
        List<User> findByAgeLessThan(int age);
        /** * Between（在...之间） * { {"age" : {"$gt" : from, "$lt" : to}} * */
        List<User> findByAgeBetween(int from, int to);
    
        /** * IsNotNull, NotNull（是否非空） * {"username" : {"$ne" : null}} * */
        List<User> findByUsernameNotNull();
    
        /** * IsNull, Null（是否为空） * {"username" : null} * */
        List<User> findByUsernameNull();
    
    
        /** * Not（不包含） * {"username" : {"$ne" : name}} * */
        List<User> findByUsernameNot(String name);
    
    
    
        /** * Near（查询地理位置相近的） * {"location" : {"$near" : [x,y]}} * */
         // findByLocationNear(Point point)
    
    
        /** * Within（在地理位置范围内的） * {"location" : {"$within" : {"$center" : [ [x, y], distance]}}} * */
        //findByLocationWithin(Circle circle)
    
    
        /** * Within（在地理位置范围内的） * {"location" : {"$within" : {"$box" : [ [x1, y1], x2, y2]}}} * */
       // findByLocationWithin(Box box)
    
        
    
    }

## 测试 ##

mongodb插入100w数据测试

@RunWith(SpringJUnit4ClassRunner.class)
    @SpringBootTest
    public class UserRepositoryTest { 
    
        private final Logger logger = LoggerFactory.getLogger(getClass());
    
        @Autowired
        private UserRepository userRepository;
    
        @Before
        public void setUp() { 
            //userRepository.deleteAll();
        }
    
    // @Test
        public void test() throws Exception { 
    
            // 创建10个User，并验证User总数
            userRepository.save(new User(1L, "didi", 30));
            userRepository.save(new User(2L, "mama", 40));
            userRepository.save(new User(3L, "kaka", 50));
            userRepository.save(new User(4L, "didi2", 30));
            userRepository.save(new User(5L, "mama", 40));
            userRepository.save(new User(6L, "kaka2", 50));
            userRepository.save(new User(7L, "kaka", 50));
            userRepository.save(new User(8L, "kao", 50));
            userRepository.save(new User(9L, "ekakae", 50));
            userRepository.save(new User(10L, "kaka5", 50));
            userRepository.save(new User(11L, "", 50));
            userRepository.save(new User(12L, null, 50));
            this.logger.info(String.valueOf(userRepository.findAll().size()));
    
            // 删除一个User，再验证User总数
            /*User u = userRepository.findOne(1L); this.logger.info(u.toString()); userRepository.delete(u); this.logger.info(String.valueOf(userRepository.findAll().size())); // 删除一个User，再验证User总数 u = userRepository.findByUsername("mama").get(0); this.logger.info(u.toString()); userRepository.delete(u); this.logger.info(String.valueOf(userRepository.findAll().size()));*/
    
        }
    
    // @Test
        public void test2() throws Exception { 
    
            // 删除一个User，再验证User总数
            List<User> u1 = userRepository.findByUsernameLike("kaka");
            this.logger.info(u1.toString());
            List<User> u2 = userRepository.findByUsername("mama");
            this.logger.info(u2.toString());
            List<User> u3 = userRepository.findByAgeGreaterThan(40);
            this.logger.info(u3.toString());
            List<User> u4 = userRepository.findByAgeLessThan(40);
            this.logger.info(u4.toString());
            List<User> u5 = userRepository.findByAgeBetween(30,45);
            this.logger.info(u5.toString());
            List<User> u6 = userRepository.findByUsernameNotNull();
            this.logger.info(u6.toString());
            List<User> u7 = userRepository.findByUsernameNull();
            this.logger.info(u7.toString());
            List<User> u8 = userRepository.findByUsernameNot("kaka");
            this.logger.info(u8.toString());
    
    
    
    
        }
    
    // @Test
        public void test3() throws Exception { 
    
            Pageable pageable = new PageRequest(0,10);
            Page<User> u1 = userRepository.findByNameAndAgeRange("kaka",50,pageable);
            this.logger.info(u1.toString());
            Page<User> u2 = userRepository.findByNameAndAgeRange2("kaka",0,50,pageable);
            this.logger.info(u2.toString());
            Page<User> u3 = userRepository.findByNameAndAgeRange3("kaka",0,50,pageable);
            this.logger.info(u3.toString());
    
        }
    // @Test
        public void test4() throws Exception { 
        	List<User> userList=new ArrayList<User>();
        	List<User> userListOld=userRepository.findAll();
        	Date now=new Date();
        	Long start=now.getTime();
        	Long userId=userListOld.get(userListOld.size()-1).getId();
        	for(int i=0;i<100;i++){ 
        		userList=new ArrayList<User>();
        		for(int j=0;j<10000;j++){ 
        			
        			userList.add(new User(userId+i*j+10L, "user"+i*j, 50+i*j));
        		}
        		userRepository.saveAll(userList);
        	}
        	
            Pageable pageable = new PageRequest(0,10);
            now=new Date();
            Long end=now.getTime();
            List<User>  u3 = userRepository.findAll();
            this.logger.info(u3.size()+"");
            Long interval=(end-start)/(1000*60);
            this.logger.info(interval.toString());
        }
        
        @Test
        public void test5() throws Exception { 
        	List<User> userList=new ArrayList<User>();
        	List<User> userListOld=userRepository.findAll();
        	
            this.logger.info(userListOld.size()+"");
            this.logger.info(userListOld.toString());
        }
        
    }