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自定義註解+Spel實現分散式鎖方式

2022-02-17 13:01:17

自定義註解+Spel實現分散式鎖

依賴

<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>
    <parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>2.4.4</version>
        <relativePath/> <!-- lookup parent from repository -->
    </parent>
    <groupId>com.example</groupId>
    <artifactId>demo</artifactId>
    <version>0.0.1-SNAPSHOT</version>
    <name>demo</name>
    <description>Demo project for Spring Boot</description>
    <properties>
        <java.version>1.8</java.version>
    </properties>
    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter</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-starter-data-redis</artifactId>
            <version>2.3.7.RELEASE</version>
        </dependency>
        <dependency>
            <groupId>org.springframework.integration</groupId>
            <artifactId>spring-integration-redis</artifactId>
            <version>5.4.5</version>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-aop</artifactId>
        </dependency>
    </dependencies>
    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
            </plugin>
        </plugins>
    </build>
</project>

RedisLockRegistryConfig

package com.example.demo.config;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.data.redis.connection.RedisConnectionFactory;
import org.springframework.integration.redis.util.RedisLockRegistry;
@Configuration
public class RedisLockRegistryConfig {
	/**
	 * 預設過期時間300s
	 */
    @Value("${distribute.lock.expireTime:300}")
    private long expireTime;
    @Value("${spring.application.name:'distributeLock'}")
    private String registryKey;
    @Bean
    public RedisLockRegistry redisLockRegistry(RedisConnectionFactory factory){
        return new RedisLockRegistry(factory, registryKey, expireTime * 1000);
    }
}

自定義註解

package com.example.demo.aop.annotation;
import java.lang.annotation.ElementType;
import java.lang.annotation.Retention;
import java.lang.annotation.RetentionPolicy;
import java.lang.annotation.Target;
@Target(ElementType.METHOD)
@Retention(RetentionPolicy.RUNTIME)
public @interface DistributeLock {
    String name() default "";
}

自定義切面

package com.example.demo.aop;
import com.example.demo.aop.annotation.DistributeLock;
import org.aspectj.lang.ProceedingJoinPoint;
import org.aspectj.lang.annotation.Around;
import org.aspectj.lang.annotation.Aspect;
import org.aspectj.lang.reflect.MethodSignature;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.core.DefaultParameterNameDiscoverer;
import org.springframework.core.annotation.AnnotationUtils;
import org.springframework.core.annotation.Order;
import org.springframework.expression.EvaluationContext;
import org.springframework.expression.Expression;
import org.springframework.expression.spel.standard.SpelExpressionParser;
import org.springframework.expression.spel.support.StandardEvaluationContext;
import org.springframework.integration.redis.util.RedisLockRegistry;
import org.springframework.stereotype.Component;
import java.lang.reflect.Method;
import java.util.Objects;
import java.util.concurrent.locks.Lock;
@Aspect
@Order
@Component
public class DistributeLockAop {
    private static final Logger LOGGER = LoggerFactory.getLogger(DistributeLockAop.class);
    private static SpelExpressionParser parser = new SpelExpressionParser();
    private static DefaultParameterNameDiscoverer discoverer = new DefaultParameterNameDiscoverer();
    private RedisLockRegistry redisLockRegistry;
    public DistributeLockAop(RedisLockRegistry redisLockRegistry) {
        this.redisLockRegistry = redisLockRegistry;
    }
    @Around("@annotation(com.example.demo.aop.annotation.DistributeLock)")
    public Object around(ProceedingJoinPoint joinPoint) throws Throwable {
        Class<?> clazz = joinPoint.getTarget().getClass();
        MethodSignature methodSignature = (MethodSignature) joinPoint.getSignature();
        Method method = clazz.getDeclaredMethod(methodSignature.getName(), methodSignature.getParameterTypes());
        DistributeLock distributeLock = AnnotationUtils.findAnnotation(method, DistributeLock.class);
        assert distributeLock != null;
        String spel = distributeLock.name();
        String lockName = generateKeyBySpEL(spel, method, joinPoint.getArgs());
        Lock lock = redisLockRegistry.obtain(lockName);
        if (lock.tryLock()) {
            LOGGER.info("DistributeLock locked Success. key:{}", lockName);
            return joinPoint.proceed();
        } else {
            LOGGER.error("DistributeLock locked Failure. key:{}", lockName);
            throw new Exception("Lock failure");
        }
    }
    public static String generateKeyBySpEL(String spELString, Method method, Object[] args) {
        String[] paramNames = discoverer.getParameterNames(method);
        Expression expression = parser.parseExpression(spELString);
        EvaluationContext context = new StandardEvaluationContext();
        for (int i = 0; i < args.length; i++) {
            assert paramNames != null;
            context.setVariable(paramNames[i], args[i]);
        }
        return Objects.requireNonNull(expression.getValue(context)).toString();
    }
}

測試類

package com.example.demo.base;
import com.example.demo.aop.annotation.DistributeLock;
import org.springframework.stereotype.Service;
@Service
public class SomeService {
    @DistributeLock(name = "'lock:' + #something.name")
    public void doSomething(Something something) {
    }
}
package com.example.demo.base;
public class Something {
    private String name;
    public String getName() {
        return name;
    }
    public void setName(String name) {
        this.name = name;
    }
}
package com.example.demo;
import com.example.demo.base.Something;
import com.example.demo.base.SomeService;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.context.ConfigurableApplicationContext;
@SpringBootApplication
public class DemoApplication {
    public static void main(String[] args) {
        ConfigurableApplicationContext context = SpringApplication.run(DemoApplication.class, args);
        SomeService someService = context.getBean("someService", SomeService.class);
        Something something = new Something();
        something.setName("gogogo");
        someService.doSomething(something);
    }
}

執行結果

  .   ____          _            __ _ _
 /\ / ___'_ __ _ _(_)_ __  __ _
( ( )___ | '_ | '_| | '_ / _` |
 \/  ___)| |_)| | | | | || (_| |  ) ) ) )
  '  |____| .__|_| |_|_| |___, | / / / /
 =========|_|==============|___/=/_/_/_/
 :: Spring Boot ::                (v2.4.4)

2021-03-25 16:27:49.638  INFO 10492 --- [           main] com.example.demo.DemoApplication         : Starting DemoApplication using Java 1.8.0_141 on P80320948 with PID 10492 (D:workspacedemotargetclasses started by 80320948 in D:workspacedemo)
2021-03-25 16:27:49.641  INFO 10492 --- [           main] com.example.demo.DemoApplication         : No active profile set, falling back to default profiles: default
2021-03-25 16:27:50.006  INFO 10492 --- [           main] .s.d.r.c.RepositoryConfigurationDelegate : Multiple Spring Data modules found, entering strict repository configuration mode!
2021-03-25 16:27:50.008  INFO 10492 --- [           main] .s.d.r.c.RepositoryConfigurationDelegate : Bootstrapping Spring Data Redis repositories in DEFAULT mode.
2021-03-25 16:27:50.028  INFO 10492 --- [           main] .s.d.r.c.RepositoryConfigurationDelegate : Finished Spring Data repository scanning in 6 ms. Found 0 Redis repository interfaces.
2021-03-25 16:27:50.144  INFO 10492 --- [           main] faultConfiguringBeanFactoryPostProcessor : No bean named 'errorChannel' has been explicitly defined. Therefore, a default PublishSubscribeChannel will be created.
2021-03-25 16:27:50.153  INFO 10492 --- [           main] faultConfiguringBeanFactoryPostProcessor : No bean named 'taskScheduler' has been explicitly defined. Therefore, a default ThreadPoolTaskScheduler will be created.
2021-03-25 16:27:50.156  INFO 10492 --- [           main] faultConfiguringBeanFactoryPostProcessor : No bean named 'integrationHeaderChannelRegistry' has been explicitly defined. Therefore, a default DefaultHeaderChannelRegistry will be created.
2021-03-25 16:27:50.253  INFO 10492 --- [           main] trationDelegate$BeanPostProcessorChecker : Bean 'org.springframework.integration.config.IntegrationManagementConfiguration' of type [org.springframework.integration.config.IntegrationManagementConfiguration] is not eligible for getting processed by all BeanPostProcessors (for example: not eligible for auto-proxying)
2021-03-25 16:27:50.329  INFO 10492 --- [           main] trationDelegate$BeanPostProcessorChecker : Bean 'integrationChannelResolver' of type [org.springframework.integration.support.channel.BeanFactoryChannelResolver] is not eligible for getting processed by all BeanPostProcessors (for example: not eligible for auto-proxying)
2021-03-25 16:27:50.330  INFO 10492 --- [           main] trationDelegate$BeanPostProcessorChecker : Bean 'integrationDisposableAutoCreatedBeans' of type [org.springframework.integration.config.annotation.Disposables] is not eligible for getting processed by all BeanPostProcessors (for example: not eligible for auto-proxying)
2021-03-25 16:27:50.832  INFO 10492 --- [           main] o.s.s.c.ThreadPoolTaskScheduler          : Initializing ExecutorService 'taskScheduler'
2021-03-25 16:27:50.872  INFO 10492 --- [           main] o.s.i.endpoint.EventDrivenConsumer       : Adding {logging-channel-adapter:_org.springframework.integration.errorLogger} as a subscriber to the 'errorChannel' channel
2021-03-25 16:27:50.872  INFO 10492 --- [           main] o.s.i.channel.PublishSubscribeChannel    : Channel 'demo.errorChannel' has 1 subscriber(s).
2021-03-25 16:27:50.872  INFO 10492 --- [           main] o.s.i.endpoint.EventDrivenConsumer       : started bean '_org.springframework.integration.errorLogger'
2021-03-25 16:27:50.878  INFO 10492 --- [           main] com.example.demo.DemoApplication         : Started DemoApplication in 1.756 seconds (JVM running for 2.569)
2021-03-25 16:27:51.545  INFO 10492 --- [           main] com.example.demo.aop.DistributeLockAop   : DistributeLock locked Success. key:lock:gogogo

基於註解的方式實現分散式鎖

分散式鎖的實現有兩種方法

  • 基於redis
  • 基於zookeeper

為了方便分散式鎖的使用, 基於註解的方式抽取成公用元件

DisLock註解

/**
 * 分散式鎖的註解, 通過指定key作為分散式鎖的key
 *
 * @author wang.js on 2019/1/29.
 * @version 1.0
 */
@Retention(RetentionPolicy.RUNTIME)
@Target(ElementType.METHOD)
public @interface DisLock {
	/**
	 * 分散式鎖的key
	 *
	 * @return
	 */
	String key();
	/**
	 * 分散式鎖用的業務場景id
	 *
	 * @return
	 */
	String biz();
	/**
	 * 過期時間, 預設是5秒
	 * 單位是秒
	 *
	 * @return
	 */
	int expireTime() default 5;
}

 處理DisLock的切面

/**
 * 處理@DisLock註解的切面
 *
 * @author wang.js on 2019/1/29.
 * @version 1.0
 */
@Aspect
@Order(value = 1)
@Component
public class DisLockAspect {
	@Resource
	private DisLockUtil disLockUtil;
	private static final int MIN_EXPIRE_TIME = 3;
	@Around(value = "@annotation(disLock)")
	public Object execute(ProceedingJoinPoint proceedingJoinPoint, DisLock disLock) throws Throwable {
		int expireTIme = disLock.expireTime() < MIN_EXPIRE_TIME ? MIN_EXPIRE_TIME : disLock.expireTime();
		String disKey = CacheKeyParser.parse(proceedingJoinPoint, disLock.key(), disLock.biz());
		boolean lock = disLockUtil.lock(disKey, expireTIme);
		int count = 1;
		while (!lock && count < MIN_EXPIRE_TIME) {
			lock = disLockUtil.lock(disKey, expireTIme);
			count++;
			TimeUnit.SECONDS.sleep(1);
		}
		Object proceed;
		if (lock) {
			// 允許查詢
			try {
				proceed = proceedingJoinPoint.proceed();
			} finally {
				// 刪除分散式鎖
				disLockUtil.unlock(disKey, false);
			}
		} else {
			throw new CustomException(ErrorCodeEnum.DUPLICATE_REQUEST.getMessage());
		}
		return proceed;
	}
}

redis的設定

/**
 * @author wang.js
 * @date 2018/12/17
 * @copyright yougou.com
 */
@Configuration
public class RedisConfig {
	@Value("${spring.redis.host}")
	private String host;
	@Value("${spring.redis.port:6379}")
	private Integer port;
	@Bean
	public JedisPool jedisPool() {
		//1.設定連線池的設定物件
		JedisPoolConfig config = new JedisPoolConfig();
		//設定池中最大連線數
		config.setMaxTotal(50);
		//設定空閒時池中保有的最大連線數
		config.setMaxIdle(10);
		config.setMaxWaitMillis(3000L);
		config.setTestOnBorrow(true);
		//2.設定連線池物件
		return new JedisPool(config,host,port);
	}
}

redis分散式鎖的實現

/**
 * redis分散式鎖的實現
 *
 * @author wang.js
 * @date 2018/12/18
 * @copyright yougou.com
 */
@Component
public class DisLockUtil {
	@Resource
	private JedisPool jedisPool;
	private static final int DEFAULT_EXPIRE_TIME = 5;
	private static final Long RELEASE_SUCCESS = 1L;
	private static final String LOCK_SUCCESS = "OK";
	private static final String SET_IF_NOT_EXIST = "NX";
	private static final String SET_WITH_EXPIRE_TIME = "PX";
	/**
	 * 嘗試獲取分散式鎖
	 *
	 * @param jedis      Redis使用者端
	 * @param lockKey    鎖
	 * @param requestId  請求標識
	 * @param expireTime 超期時間
	 * @return 是否獲取成功
	 */
	public static boolean tryGetDistributedLock(Jedis jedis, String lockKey, String requestId, int expireTime) {
		String result = jedis.set(lockKey, requestId, SET_IF_NOT_EXIST, SET_WITH_EXPIRE_TIME, expireTime);
		if (LOCK_SUCCESS.equals(result)) {
			return true;
		}
		return false;
	}
	/**
	 * 釋放分散式鎖
	 *
	 * @param jedis     Redis使用者端
	 * @param lockKey   鎖
	 * @param requestId 請求標識
	 * @return 是否釋放成功
	 */
	public static boolean releaseDistributedLock(Jedis jedis, String lockKey, String requestId) {
		String script = "if redis.call('get', KEYS[1]) == ARGV[1] then return redis.call('del', KEYS[1]) else return 0 end";
		Object result = jedis.eval(script, Collections.singletonList(lockKey), Collections.singletonList(requestId));
		if (RELEASE_SUCCESS.equals(result)) {
			return true;
		}
		return false;
	}
	/**
	 * 釋放鎖
	 *
	 * @param key
	 * @return
	 */
	public final boolean unlock(String key, boolean needCheck) {
		boolean result = false;
		Jedis jedis = jedisPool.getResource();
		try {
			if (needCheck) {
				String expireTimeCache = jedis.get(key);
				// 判斷鎖是否過期了
				if (StringUtils.isBlank(expireTimeCache)) {
					result = true;
				}
				if (System.currentTimeMillis() - Long.parseLong(expireTimeCache) > 0) {
					// 直接刪除
					jedis.del(key);
					result = true;
				}
			} else {
				jedis.del(key);
			}
		} finally {
			jedis.close();
		}
		return result;
	}
	/**
	 * 獲取分散式鎖
	 *
	 * @param key
	 * @param expireSecond
	 * @return
	 */
	public final boolean lock(String key, int expireSecond) {
		if (StringUtils.isBlank(key)) {
			throw new RuntimeException("傳入的key為空");
		}
		expireSecond = expireSecond == 0 ? DEFAULT_EXPIRE_TIME : expireSecond;
		// 過期的時候的時間戳
		long expireTime = System.currentTimeMillis() + expireSecond * 1000 + 1;
		boolean setResult = false;
		Jedis jedis = jedisPool.getResource();
		try {
			if (jedis.setnx(key, String.valueOf(expireTime)) == 1) {
				// 說明加鎖成功
				setResult = true;
			}
			if (jedis.ttl(key) < 0) {
				jedis.expire(key, expireSecond);
			}
			if (setResult) {
				return true;
			}
			String expireTimeCache = jedis.get(key);
			System.out.println(expireTimeCache + "====" + jedis.ttl(key) + ", now:" + System.currentTimeMillis());
			// 判斷鎖是否過期了
			if (StringUtils.isNotBlank(expireTimeCache) && System.currentTimeMillis() - Long.parseLong(expireTimeCache) > 0) {
				String oldExpireTime = jedis.getSet(key, String.valueOf(expireTime));
				if (StringUtils.isNotBlank(oldExpireTime) && oldExpireTime.equals(String.valueOf(expireTime))) {
					jedis.expire(key, expireSecond);
					setResult = true;
				}
			}
		} finally {
			jedis.close();
		}
		return setResult;
	}
}

實現分散式鎖的關鍵是對key的設定, 需要獲取實際的引數來設定分散式鎖, 這裡自定義瞭解析器

/**
 * cache key 的解析器
 *
 * @author wang.js on 2019/2/27.
 * @version 1.0
 */
public class CacheKeyParser {
	/**
	 * 解析快取的key
	 *
	 * @param proceedingJoinPoint 切面
	 * @param cacheKey 快取的key
	 * @param biz 業務
	 * @return String
	 * @throws IllegalAccessException 異常
	 */
	public static String parse(ProceedingJoinPoint proceedingJoinPoint, String cacheKey, String biz) throws IllegalAccessException {
		// 解析實際引數的key
		String key = cacheKey.replace("#", "");
		StringTokenizer stringTokenizer = new StringTokenizer(key, ".");
		Map<String, Object> nameAndValue = getNameAndValue(proceedingJoinPoint);
		Object actualKey = null;
		while (stringTokenizer.hasMoreTokens()) {
			if (actualKey == null) {
				actualKey = nameAndValue.get(stringTokenizer.nextToken());
			} else {
				actualKey = getPropValue(actualKey, stringTokenizer.nextToken());
			}
		}
		return biz + actualKey;
	}
	/**
	 * 獲取引數Map集合
	 *
	 * @param joinPoint 切面
	 * @return Map<String, Object>
	 */
	private static Map<String, Object> getNameAndValue(ProceedingJoinPoint joinPoint) {
		Object[] paramValues = joinPoint.getArgs();
		String[] paramNames = ((CodeSignature) joinPoint.getSignature()).getParameterNames();
		Map<String, Object> param = new HashMap<>(paramNames.length);
		for (int i = 0; i < paramNames.length; i++) {
			param.put(paramNames[i], paramValues[i]);
		}
		return param;
	}
	/**
	 * 獲取指定引數名的引數值
	 *
	 * @param obj
	 * @param propName
	 * @return
	 * @throws IllegalAccessException
	 */
	public static Object getPropValue(Object obj, String propName) throws IllegalAccessException {
		Field[] fields = obj.getClass().getDeclaredFields();
		for (Field f : fields) {
			if (f.getName().equals(propName)) {
				//在反射時能存取私有變數
				f.setAccessible(true);
				return f.get(obj);
			}
		}
		return null;
	}
}

ErrorCodeEnum

public enum ErrorCodeEnum {
	SUCCESS("查詢成功", "200"),
	SERVER_ERROR("伺服器異常", "500"),
	SECKILL_END("秒殺活動已結束", "250"),
	GOODS_KILLED("秒殺成功", "502"),
	ERROR_SIGN("簽名不合法", "260"),
	UPDATE_SUCCESS("更新成功", "0"),
	SAVE_SUCCESS("儲存成功", "0"),
	UPDATE_FAIL("更新失敗", "256"),
	EMPTY_PARAM("引數為空", "257"),
	SAVE_ERROR("儲存失敗", "262"),
	SERVER_TIMEOUT("呼叫超時", "501"),
	USER_NOT_FOUND("找不到使用者", "502"),
	COUPON_NOT_FOUND("找不到優惠券", "503"),
	DUPLICATE("出現重複", "504"),
	USER_STATUS_ABNORMAL("使用者狀態異常", "505"),
	NO_TOKEN("無token,請重新登入", "506"),
	ERROR_TOKEN("token不合法", "507"),
	EMPTY_RESULT("暫無資料", "508"),
	DUPLICATE_REQUEST("重複請求", "509"),
	;
	/**
	 * 定義的message
	 */
	private String message;
	/**
	 * 定義的錯誤碼
	 */
	private String errCode;
	ErrorCodeEnum(String message, String errCode) {
		this.message = message;
		this.errCode = errCode;
	}
	public String getMessage() {
		return message;
	}
	protected void setMessage(String message) {
		this.message = message;
	}
	public String getErrCode() {
		return errCode;
	}
	protected void setErrCode(String errCode) {
		this.errCode = errCode;
	}
}

自定義異常CustomException

/**
 * @author Eric on 2018/12/24.
 * @version 1.0
 */
@Data
@NoArgsConstructor
@AllArgsConstructor
@Accessors(chain = true)
@EqualsAndHashCode(callSuper = true)
public class CustomException extends RuntimeException {
    private String message;
}

組態檔

spring:
  redis:
    host: mini7
    port: 6379

測試

定義一個方法, 加上@RedisCache註解, cacheKey的值必須是#實際引數名.屬性名的格式, 如果想要成其他的格式可以修改CacheKeyParser中的parse方法

@DisLock(key = "#id", biz = CommonBizConstant.SECOND_KILL)
@Override
public String testRedisCache(String id) {
    LOGGER.info("呼叫方法獲取值");
    return "大傻逼";
}

在springboot啟動類上加上@ComponentScan({“com.eric”})

/**
 * @author Eric on 2019/1/26.
 * @version 1.0
 */
@SpringBootApplication
@MapperScan("com.eric.base.data.dao")
@ComponentScan({"com.eric"})
@EnableFeignClients
@EnableDiscoveryClient
public class BaseDataApplication {
    public static void main(String[] args) {
        SpringApplication.run(BaseDataApplication.class, args);
    }
}

寫個測試類呼叫上面的方法

/**
 * 基礎資料
 *
 * @author wang.js on 2019/2/27.
 * @version 1.0
 */
@SpringBootTest
@RunWith(SpringRunner.class)
public class BaseDataTest {
    @Resource
    private SysDictService sysDictService;
    @Test
    public void t1() {
        for (int i = 0; i < 100; i++) {
            sysDictService.testRedisCache("1");
        }
    }
}

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