springboot接入cachecloud redis示例实践

2021-04-02 我要评论

最近项目中需要接入 Redis CacheCloud， CacheCloud是一个开源的 Redis 运维监控云平台，功能十分强大，支持Redis 实例自动部署、扩容、碎片管理、统计、监控等功能，特别是支持单机、sentinel 、cluster三种模式的自动部署，搭建redis集群一步到位轻松搞定。

java项目中接入 CacheCloud redis的方式主要有两种。

第一种就是在 CacheCloud 上创建好redis实例后将对应的IP，端口直接配置以配置形式应用到项目中，优点是通用性好，原有项目改造成本低，不过万一后期CacheCloud上对redis进行管理扩容，那只能手动把每个项目的redis配置都改一遍了。

第二种CacheCloud 上创建好实例后有一个对应的appId,程序调用CacheCloud 平台的rest接口通过 appId获取redis相关配置，将程序中的redis配置统一交给CacheCloud平台去管理维护，后期管理和扩容及其方便，不过程序改造成本比较高。

现在采用第二种方式接入，工程采用springboot，redis采用哨兵模式，redis客户端主要用spring-data-redis和redisson, 接入流程如下:

添加配置到pom.xml文件

  <!--cachecloud 相关jar包-->
    <dependency>
      <groupId>com.sohu.tv</groupId>
      <artifactId>cachecloud-open-client-redis</artifactId>
      <version>1.0-SNAPSHOT</version>
    </dependency>
 
    <dependency>
      <groupId>com.sohu.tv</groupId>
      <artifactId>cachecloud-open-client-basic</artifactId>
      <version>1.0-SNAPSHOT</version>
    </dependency>
 
    <dependency>
      <groupId>com.sohu.tv</groupId>
      <artifactId>cachecloud-open-common</artifactId>
      <version>1.0-SNAPSHOT</version>
    </dependency>
  
  <!--spring redis 和 redisson-->
     <dependency>
      <groupId>org.springframework.boot</groupId>
      <artifactId>spring-boot-starter-data-redis</artifactId>
      <exclusions>
        <exclusion>
          <artifactId>jedis</artifactId>
          <groupId>redis.clients</groupId>
        </exclusion>
      </exclusions>
    </dependency>
    <dependency>
      <groupId>org.redisson</groupId>
      <artifactId>redisson</artifactId>
      <version>3.9.0</version>
    </dependency>

准备配置文件 cacheCloudClient.properties，启动项目时 VM参数追加 -Dcachecloud.config= 配置文件路径

http_conn_timeout = 3000
http_socket_timeout = 5000
client_version = 1.0-SNAPSHOT
domain_url = http://192.168.33.221:8585  #cachecloud实际路径
redis_cluster_suffix = /cache/client/redis/cluster/%s.json?clientVersion=
redis_sentinel_suffix = /cache/client/redis/sentinel/%s.json?clientVersion=
redis_standalone_suffix = /cache/client/redis/standalone/%s.json?clientVersion=
cachecloud_report_url = /cachecloud/client/reportData.json

基本思路是先通过cachecloud的restapi接口获取并解析redis节点的配置信息，然后就可以按照传统的访问redis的方式进行初始化，获取RedisTemplate对象。

java代码如下:

import com.alibaba.fastjson.JSONObject;
import com.sohu.tv.cachecloud.client.basic.heartbeat.ClientStatusEnum;
import com.sohu.tv.cachecloud.client.basic.util.ConstUtils;
import com.sohu.tv.cachecloud.client.basic.util.HttpUtils;
import com.sohu.tv.cachecloud.client.jedis.stat.ClientDataCollectReportExecutor;
import lombok.Getter;
import lombok.Setter;
import org.apache.commons.lang3.tuple.Pair;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Component;
 
import javax.annotation.PostConstruct;
import java.util.HashSet;
import java.util.Random;
import java.util.Set;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.locks.Lock;
import java.util.concurrent.locks.ReentrantLock;
 
@Component
public class RedisProperties {
 
  public static Logger logger = LoggerFactory.getLogger(RedisProperties.class);
 
  /**
   * 构建锁
   */
  private static final Lock LOCK = new ReentrantLock();
 
  @Value("${cacheCloud.appId}") //cahcecloud 开通redis实例 应用id
  private Integer appId;
 
  @Getter
  @Setter
  private String masterName;
 
  @Getter
  @Setter
  private Set<Pair<String, String>> sentinelSet = new HashSet<>();
 
  private Boolean clientStatIsOpen=true;
 
  @Getter
  @Setter
  private String password;
 
  private Boolean getConfigSuccess = false;
 
  @PostConstruct
  public void init() {
 
    while (true) {
      try {
        LOCK.tryLock(10, TimeUnit.MILLISECONDS);
        if (!getConfigSuccess) {
          /**
           * http请求返回的结果是空的；
           */
          String response = HttpUtils.doGet(String.format(ConstUtils.REDIS_SENTINEL_URL, appId));
          if (response == null || response.isEmpty()) {
            logger.warn("get response from remote server error, appId: {}, continue...", appId);
            continue;
          }
 
          /**
           * http请求返回的结果是无效的；
           */
          JSONObject jsonObject = null;
          try {
            jsonObject = JSONObject.parseObject(response);
          } catch (Exception e) {
            logger.error("heartbeat error, appId: {}. continue...", appId, e);
          }
          if (jsonObject == null) {
            logger.error("get sentinel info for appId: {} error. continue...", appId);
            continue;
          }
          int status = jsonObject.getIntValue("status");
          String message = jsonObject.getString("message");
 
          /** 检查客户端版本 **/
          if (status == ClientStatusEnum.ERROR.getStatus()) {
            throw new IllegalStateException(message);
          } else if (status == ClientStatusEnum.WARN.getStatus()) {
            logger.warn(message);
          } else {
            logger.info(message);
          }
 
          /**
           * 有效的请求：取出masterName和sentinels；
           */
          masterName = jsonObject.getString("masterName");
          String sentinels = jsonObject.getString("sentinels");
          for (String sentinelStr : sentinels.split(" ")) {
            String[] sentinelArr = sentinelStr.split(":");
            if (sentinelArr.length == 2) {
              sentinelSet.add(Pair.of(sentinelArr[0], sentinelArr[1]));
            }
          }
 
          //收集上报数据
          if (clientStatIsOpen) {
            ClientDataCollectReportExecutor.getInstance();
          }
          password = jsonObject.getString("password");
          getConfigSuccess = true;
          return;
        }
      } catch (Throwable e) {//容错
        logger.error("error in build, appId: {}", appId, e);
      } finally {
        LOCK.unlock();
      }
      try {
        TimeUnit.MILLISECONDS.sleep(200 + new Random().nextInt(1000));//活锁
      } catch (InterruptedException e) {
        logger.error(e.getMessage(), e);
      }
    }
  }
}

import com.shunwang.buss.dispatchPay.provider.config.PropertiesUtil;
import org.apache.commons.lang3.StringUtils;
import org.redisson.Redisson;
import org.redisson.api.RedissonClient;
import org.redisson.config.Config;
import org.redisson.config.ReadMode;
import org.redisson.config.SentinelServersConfig;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.context.annotation.Primary;
import org.springframework.data.redis.connection.RedisConnectionFactory;
import org.springframework.data.redis.connection.RedisNode;
import org.springframework.data.redis.connection.RedisSentinelConfiguration;
import org.springframework.data.redis.connection.jedis.JedisConnectionFactory;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.data.redis.serializer.StringRedisSerializer;
import redis.clients.jedis.JedisPoolConfig;
 
import java.net.UnknownHostException;
import java.util.List;
import java.util.Set;
import java.util.stream.Collectors;
 
import static java.util.stream.Collectors.toList;
 
 
@Configuration
public class RedisConfig {
 
  /**
   * JedisPoolConfig 连接池
   */
  @Bean
  public JedisPoolConfig jedisPoolConfig(RedisProperties properties) {
    JedisPoolConfig jedisPoolConfig = new JedisPoolConfig();
    // 最大空闲数
    jedisPoolConfig.setMaxIdle(20);
    // 连接池的最大数据库连接数
    jedisPoolConfig.setMaxTotal(20);
    // 最大建立连接等待时间
    jedisPoolConfig.setMaxWaitMillis(3000);
    return jedisPoolConfig;
  }
 
  /**
   * 配置redis的哨兵
   */
  @Bean
  public RedisSentinelConfiguration sentinelConfiguration(RedisProperties properties) {
    RedisSentinelConfiguration redisSentinelConfiguration = new RedisSentinelConfiguration();
    // 配置redis的哨兵sentinel
    Set<RedisNode> redisNodeSet = properties.getSentinelSet().stream()
        .map(pair -> new RedisNode(pair.getLeft(), Integer.parseInt(pair.getRight())))
        .collect(Collectors.toSet());
    redisSentinelConfiguration.setSentinels(redisNodeSet);
    redisSentinelConfiguration.setMaster(properties.getMasterName());
    return redisSentinelConfiguration;
  }
 
  /**
   * 配置工厂
   */
  @Bean
  public RedisConnectionFactory jedisConnectionFactory(JedisPoolConfig jedisPoolConfig, RedisSentinelConfiguration sentinelConfig) {
    JedisConnectionFactory jedisConnectionFactory = new JedisConnectionFactory(sentinelConfig, jedisPoolConfig);
    return jedisConnectionFactory;
  }
 
 
  @Bean
  public RedisTemplate<Object, Object> redisTemplate(RedisConnectionFactory redisConnectionFactory)
      throws UnknownHostException {
    RedisTemplate template = new RedisTemplate();
    template.setConnectionFactory(redisConnectionFactory);
    FastJsonRedisSerializer<Object> fastJsonRedisSerializer = new FastJsonRedisSerializer<>(Object.class);
    // 设置值（value）的序列化采用FastJsonRedisSerializer。
    template.setValueSerializer(fastJsonRedisSerializer);
    template.setHashValueSerializer(fastJsonRedisSerializer);
    // 设置键（key）的序列化采用StringRedisSerializer。
    template.setKeySerializer(new StringRedisSerializer());
    template.setHashKeySerializer(new StringRedisSerializer());
    template.afterPropertiesSet();
    return template;
  }
 
  /**
   * Redisson 配置
   */
  @Bean
  public RedissonClient redissonClient(RedisProperties properties) {
    Config config = new Config();
    List<String> newNodes = properties.getSentinelSet().stream()
        .map(pa -> "redis://" + pa.getLeft() + ":" + pa.getRight()).collect(toList());
    SentinelServersConfig serverConfig = config.useSentinelServers()
        .addSentinelAddress(newNodes.toArray(new String[newNodes.size()]))
        .setMasterName(properties.getMasterName())
        .setReadMode(ReadMode.SLAVE);
 
    if (StringUtils.isNotBlank(properties.getPassword())){
      serverConfig.setPassword(properties.getPassword());
    }
    return Redisson.create(config);
  }
}

到这里我们已经在Spring中生成了RedisTemplate 和 RedissonClient 对象，无论是基本数据结构操作还是分布式锁都已经轻松支持了，具体使用就不展开了

springboot接入cachecloud redis示例实践

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