实践一下 EVCache + memcached 缓存如何应用于 Spring Boot应用之中。
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EVCache 是 Netflix 开源的分布式缓存系统,基于 Memcached缓存和 Spymemcached客户端实现,其用在了大名鼎鼎的 AWS亚马逊云上,并且为云计算做了优化,提供高效的缓存服务。
本文利用 Memcached作为后端缓存实例服务器,并结合 Spring Boot,来实践一下 EVCache客户端的具体使用。
注:本文首发于 My Personal Blog:CodeSheep·程序羊 ,欢迎光临 小站
git clone git@github.com:Netflix/EVCache.git
./gradlew build Downloading https://services.gradle.org/distributions/gradle-2.10-bin.zip ................................................................................................................................. ... :evcache-client:check :evcache-client:build :evcache-client-sample:writeLicenseHeader :evcache-client-sample:licenseMain Missing header in: evcache-client-sample/src/main/java/com/netflix/evcache/sample/EVCacheClientSample.java :evcache-client-sample:licenseTest UP-TO-DATE :evcache-client-sample:license :evcache-client-sample:compileTestJava UP-TO-DATE :evcache-client-sample:processTestResources UP-TO-DATE :evcache-client-sample:testClasses UP-TO-DATE :evcache-client-sample:test UP-TO-DATE :evcache-client-sample:check :evcache-client-sample:build BUILD SUCCESSFUL Total time: 22.866 secs
同时 ~/EVCache/evcache-client/build/reports 目录下会生成相应构建报告:
接下来我们结合 Spring工程,来实战一下 EVCache Client的具体使用。
首先准备好两台 memcached实例:
接下来搭建一个SpringBoot工程,过程不再赘述,需要注意的一点是 pom中需加入 EVCache的依赖支持
<dependency> <groupId>com.netflix.evcache</groupId> <artifactId>evcache-client</artifactId> <version>4.137.0-SNAPSHOT</version> </dependency>
注:我将 Spring工程设置在 8899端口启动
public class EVCacheClient {
private final EVCache evCache; // 关键角色在此
public EVCacheClient() {
String deploymentDescriptor = System.getenv("EVC_SAMPLE_DEPLOYMENT");
if ( deploymentDescriptor == null ) {
deploymentDescriptor = "SERVERGROUP1=192.168.199.77:11211;SERVERGROUP2=192.168.199.78:11211";
}
System.setProperty("EVCACHE_APP1.use.simple.node.list.provider", "true");
System.setProperty("EVCACHE_APP1-NODES", deploymentDescriptor);
evCache = new EVCache.Builder().setAppName("EVCACHE_APP1").build();
}
public void setKey(String key, String value, int timeToLive) throws Exception {
try {
Future<Boolean>[] _future = evCache.set(key, value, timeToLive);
for (Future<Boolean> f : _future) {
boolean didSucceed = f.get();
// System.out.println("per-shard set success code for key " + key + " is " + didSucceed);
// 此处可以针对 didSucceed做相应判断
}
System.out.println("finished setting key " + key);
} catch (EVCacheException e) {
e.printStackTrace();
}
}
public String getKey(String key) {
try {
String _response = evCache.<String>get(key);
return _response;
} catch (Exception e) {
e.printStackTrace();
return null;
}
}
}
很明显上述类主要提供了两个关键工具函数: setKey 和 getKey
我们将 EVCacheClient 注入到Spring容器中
@Configuration
public class EVCacheConfig {
@Bean
public EVCacheClient evcacheClient() {
EVCacheClient evCacheClient = new EVCacheClient();
return evCacheClient;
}
}
上面几步完成之后,Service的编写自然顺理成章,仅仅是一层封装而已
@Service
public class EVCacheService {
@Autowired
private EVCacheClient evCacheClient;
public void setKey( String key, String value, int timeToLive ) {
try {
evCacheClient.setKey( key, value, timeToLive );
} catch (Exception e) {
e.printStackTrace();
}
}
public String getKey( String key ) {
return evCacheClient.getKey( key );
}
}
我们编写一个方便用于测试的控制器,里面进行一系列对于缓存的 set 和 get ,从而便于观察实验结果
@RestController
public class EVCacheTestController {
@Autowired
private EVCacheService evCacheService;
@GetMapping("/testevcache")
public void testEvcache() {
try {
for ( int i = 0; i < 10; i++ ) {
String key = "key_" + i;
String value = "data_" + i;
int ttl = 180; // 此处将缓存设为三分钟(180s)生存期,时间一过,缓存即会失效
evCacheService.setKey(key, value, ttl);
}
for (int i = 0; i < 10; i++) {
String key = "key_" + i;
String value = evCacheService.getKey(key);
System.out.println("Get of " + key + " returned " + value);
}
} catch (Exception e) {
e.printStackTrace();
}
}
}
工程启动后,我们调用 Rest接口: localhost:8899/testevcache ,观察控制台中对于 key_0 到 key_9 等十个缓存 key的操作细节如下:
key_0 到 key_9 注意此处是向每个后端 memcached缓存实例中都写入了 10条测试数据
而且这些数据的有效时间仅3分钟,3分钟后再次验证会发现数据已过期
[root@localhost ~]# telnet 127.0.0.1 11211 Trying 127.0.0.1... Connected to 127.0.0.1. Escape character is '^]'. get key_0 VALUE key_0 0 6 data_0 END get key_1 VALUE key_1 0 6 data_1 END get key_2 VALUE key_2 0 6 data_2 END get key_3 VALUE key_3 0 6 data_3 END get key_4 VALUE key_4 0 6 data_4 END get key_5 VALUE key_5 0 6 data_5 END get key_6 VALUE key_6 0 6 data_6 END get key_7 VALUE key_7 0 6 data_7 END get key_8 VALUE key_8 0 6 data_8 END get key_9 VALUE key_9 0 6 data_9 END
当然本文所演示的 EVCache配合 memcached使用时,memcached被硬编码进代码,实际过程中使用,可以将其与 ZK等服务发现服务进行一个结合,实现灵活运用,这就不在本文进行赘述。