SpringBoot：第四篇 集成Guava(本地缓存+分布式缓存)

 本地缓存+分布式缓存(redis) 构建二级缓存

(1)解决redis 热key

(2)redis缓存io读写，毫秒级响应，本地缓存响应时间更短，亚秒级；对于响应要求更高的服务

数据读取

数据修改、删除(先删除本地，然后广播其他节点执行删除)

1.引入依赖

<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-cache</artifactId>
</dependency>
<dependency>
    <groupId>com.google.guava</groupId>
    <artifactId>guava</artifactId>
    <version>19.0</version>
</dependency>
<dependency>
    <groupId>org.springframework</groupId>
    <artifactId>spring-context-support</artifactId>
    <version>4.3.17.RELEASE</version>
</dependency>

2.Guava相关类配置

(1)GuavaCacheConfig

package com.example.demo.config;

import com.google.common.cache.CacheBuilder;
import com.google.common.cache.CacheLoader;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Qualifier;
import org.springframework.boot.context.properties.EnableConfigurationProperties;
import org.springframework.cache.CacheManager;
import org.springframework.cache.annotation.EnableCaching;
import org.springframework.cache.guava.GuavaCacheManager;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;

import java.util.concurrent.TimeUnit;

/**
 * @author duanxiaoqiu
 * @Date 2019-06-15 14:25
 **/
@EnableConfigurationProperties(GuavaProperties.class)
@Configuration
@EnableCaching
public class GuavaCacheConfig {

    @Autowired
    private GuavaProperties guavaProperties;

    @Bean
    public CacheBuilder<Object,Object> cacheBuilder(){
        long maximumSize = guavaProperties.getMaximumSize();
        long expireAfterWrite = guavaProperties.getExpireAfterWriteDuration();
        long expireAfterAccess = guavaProperties.getExpireAfterAccessDuration();
        long refreshDuration = guavaProperties.getRefreshDuration();

        if(maximumSize <= 0){
            maximumSize = 1024;
        }
        if(expireAfterAccess <= 0){
            expireAfterAccess = 3600;
        }
        if(expireAfterWrite <= 0){
            expireAfterWrite = 3600;
        }

        if(refreshDuration <= 0){
            refreshDuration = 1800;
        }

        return CacheBuilder.newBuilder().maximumSize(maximumSize)
                .expireAfterWrite(expireAfterWrite,TimeUnit.SECONDS)
                .refreshAfterWrite(refreshDuration,TimeUnit.SECONDS);
    }

    @Bean(name = "guavaCacheLoader")
    public CacheLoader cacheLoader(){
        return new GuavaCacheLoader();
    }

    @Bean
    public CacheManager cacheManager(@Qualifier("cacheBuilder")CacheBuilder cacheBuilder,
                                     @Qualifier("guavaCacheLoader")CacheLoader cacheLoader){
        GuavaCacheManager cacheManager = new GuavaCacheManager();
        cacheManager.setCacheBuilder(cacheBuilder);
        cacheManager.setCacheLoader(cacheLoader);
        return cacheManager;
    }

}

(2)GuavaCacheLoader

package com.example.demo.config;

import com.google.common.cache.CacheLoader;
import com.google.common.util.concurrent.ListenableFuture;
import com.google.common.util.concurrent.ListenableFutureTask;

import java.util.concurrent.Callable;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;

/**
 * @author duanxiaoqiu
 * @Date 2019-06-15 14:34
 **/
public class GuavaCacheLoader extends CacheLoader<String,String> {

    private final ExecutorService executorService = Executors.newFixedThreadPool(4);

    @Override
    public String load(String s) throws Exception {
        if (s.equals("hello")) {
            Thread.sleep(3000);
            return "world";
        } else if (s.equals("world")) {
            Thread.sleep(5000);
            return "hello";
        }
        return "no value";
    }

    @Override
    public ListenableFuture<String> reload(String key, String oldValue) throws Exception {
        ListenableFutureTask<String> task = ListenableFutureTask.create(new Callable<String>() {
            @Override
            public String call() throws Exception {
                if (key.equals("hello")) {
                    return "nihao";
                } else if (key.equals("world")) {
                    return "shijie";
                }
                return "no value";
            }
        });

        executorService.submit(task);
        return task;
    }
}

(3)GuavaProperties

package com.example.demo.config;

import org.springframework.boot.context.properties.ConfigurationProperties;
import org.springframework.context.annotation.Configuration;
import org.springframework.context.annotation.PropertySource;

/**
 * @author duanxiaoqiu
 * @Date 2019-06-15 14:24
 **/
@Configuration
@PropertySource("classpath:guava.properties")
@ConfigurationProperties(prefix = "guava.cache.config")
public class GuavaProperties {

    private long maximumSize;

    private long maximumWeight;

    private long expireAfterWriteDuration;

    private long expireAfterAccessDuration;

    private long refreshDuration;

    private int initialCapacity;

    private int concurrencyLevel;

    public long getMaximumSize() {
        return maximumSize;
    }

    public void setMaximumSize(long maximumSize) {
        this.maximumSize = maximumSize;
    }

    public long getMaximumWeight() {
        return maximumWeight;
    }

    public void setMaximumWeight(long maximumWeight) {
        this.maximumWeight = maximumWeight;
    }

    public long getExpireAfterWriteDuration() {
        return expireAfterWriteDuration;
    }

    public void setExpireAfterWriteDuration(long expireAfterWriteDuration) {
        this.expireAfterWriteDuration = expireAfterWriteDuration;
    }

    public long getExpireAfterAccessDuration() {
        return expireAfterAccessDuration;
    }

    public void setExpireAfterAccessDuration(long expireAfterAccessDuration) {
        this.expireAfterAccessDuration = expireAfterAccessDuration;
    }

    public long getRefreshDuration() {
        return refreshDuration;
    }

    public void setRefreshDuration(long refreshDuration) {
        this.refreshDuration = refreshDuration;
    }

    public int getInitialCapacity() {
        return initialCapacity;
    }

    public void setInitialCapacity(int initialCapacity) {
        this.initialCapacity = initialCapacity;
    }

    public int getConcurrencyLevel() {
        return concurrencyLevel;
    }

    public void setConcurrencyLevel(int concurrencyLevel) {
        this.concurrencyLevel = concurrencyLevel;
    }
}

3.配置文件-- guava.properties

guava.cache.config.expire-after-write-duration=20
#更新间隔时长
guava.cache.config.refresh-duration=10
guava.cache.config.maximumSize=1024

4.使用

package com.example.demo.controller;

/**
 * @author duanxiaoqiu
 * @Date 2019-06-14 15:05
 **/

import com.example.demo.dao.StudentDao;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.cache.CacheManager;
import org.springframework.stereotype.Controller;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.ResponseBody;

@Slf4j
@Controller
@RequestMapping("/")
public class TestController {

    @Autowired
    private StudentDao studentDao;

    @Autowired
    private CacheManager cacheManager;


    @RequestMapping("/")
    @ResponseBody
    public String index() {
        log.info(cacheManager.getCache("hello").getName());

        log.info("++++");
        return studentDao.getStuById(1).getName() + "hello world";
    }

}

注：提示idea Spring Boot configuration not found in classpath

<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-configuration-processor</artifactId>
    <optional>true</optional>
</dependency>

 

参考文章：

https://toutiao.io/posts/56yqwd/preview

https://tech.youzan.com/tmc/