SpringBoot 多线程异步调用---提高程序执行效率

原文:https://spring.io/guides/gs/async-method/

为什么要用异步?

当需要调用多个服务时,使用传统的同步调用来执行时,是这样的

  • 调用服务A
  • 等待服务A的响应
  • 调用服务B
  • 等待服务B的响应
  • 调用服务C
  • 等待服务C的响应
  • 根据从服务A、服务B和服务C返回的数据完成业务逻辑,然后结束

如果每个服务需要3秒的响应时间,这样顺序执行下来,可能需要9秒以上才能完成业务逻辑,但是如果我们使用异步调用

  • 调用服务A
  • 调用服务B
  • 调用服务C
  • 然后等待从服务A、B和C的响应
  • 根据从服务A、服务B和服务C返回的数据完成业务逻辑,然后结束

理论上 3秒左右即可完成同样的业务逻辑

Talk is cheap. Show me the code

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public class User {

private String name;
private String blog;

public String getName() {
return name;
}

public void setName(String name) {
this.name = name;
}

public String getBlog() {
return blog;
}

public void setBlog(String blog) {
this.blog = blog;
}

@Override
public String toString() {
return "User [name=" + name + ", blog=" + blog + "]";
}

}
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import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.boot.web.client.RestTemplateBuilder;
import org.springframework.scheduling.annotation.Async;
import org.springframework.stereotype.Service;
import org.springframework.web.client.RestTemplate;

import java.util.concurrent.CompletableFuture;

@Service
public class GitHubLookupService {

private static final Logger logger = LoggerFactory.getLogger(GitHubLookupService.class);

private final RestTemplate restTemplate;

public GitHubLookupService(RestTemplateBuilder restTemplateBuilder) {
this.restTemplate = restTemplateBuilder.build();
}

@Async
public CompletableFuture<User> findUser(String user) throws InterruptedException {
logger.info("Looking up " + user);
String url = String.format("https://api.github.com/users/%s", user);
User results = restTemplate.getForObject(url, User.class);
// Artificial delay of 3s for demonstration purposes
Thread.sleep(3000L);
return CompletableFuture.completedFuture(results);
}

}

The findUser method is flagged with Spring’s @Async annotation, indicating it will run on a separate thread. The method’s return type is CompletableFuture<User> instead of User, a requirement for any asynchronous service.

findUser 方法被标记为Spring的 @Async 注解,表示它将在一个单独的线程上运行。该方法的返回类型是 CompleetableFuture<user> 而不是 User,这是任何异步服务的要求。

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import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.context.annotation.Bean;
import org.springframework.scheduling.annotation.EnableAsync;
import org.springframework.scheduling.concurrent.ThreadPoolTaskExecutor;

import java.util.concurrent.Executor;

@SpringBootApplication
@EnableAsync
public class App {

public static void main(String[] args) {
// close the application context to shut down the custom ExecutorService
SpringApplication.run(App.class, args).close();
}

@Bean
public Executor asyncExecutor() {
ThreadPoolTaskExecutor executor = new ThreadPoolTaskExecutor();
executor.setCorePoolSize(2);
executor.setMaxPoolSize(2);
executor.setQueueCapacity(500);
executor.setThreadNamePrefix("GithubLookup-");
executor.initialize();
return executor;
}

}

The @EnableAsync annotation switches on Spring’s ability to run @Async methods in a background thread pool. This class also customizes the used Executor. In our case, we want to limit the number of concurrent threads to 2 and limit the size of the queue to 500. There are many more things you can tune. By default, a SimpleAsyncTaskExecutor is used.

@EnableAsync 注解开启Spring在后台线程池中运行 @Async 方法的能力。该类也可以自定义使用的 Executor。在我们的示例中,我们希望将并发线程的数量限制为2,并将队列的大小限制为500。有很多你可以配置的东西)。默认情况下,使用SimpleAsyncTaskExecutor。

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import java.util.concurrent.CompletableFuture;

import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.boot.CommandLineRunner;
import org.springframework.stereotype.Component;

import com.gitee.taven.entity.User;
import com.gitee.taven.service.GitHubLookupService;

@Component
public class AppRunner implements CommandLineRunner {

private static final Logger logger = LoggerFactory.getLogger(AppRunner.class);

private final GitHubLookupService gitHubLookupService;

public AppRunner(GitHubLookupService gitHubLookupService) {
this.gitHubLookupService = gitHubLookupService;
}

@Override
public void run(String... args) throws Exception {
// Start the clock
long start = System.currentTimeMillis();

// Kick of multiple, asynchronous lookups
CompletableFuture<User> page1 = gitHubLookupService.findUser("PivotalSoftware");
CompletableFuture<User> page2 = gitHubLookupService.findUser("CloudFoundry");
CompletableFuture<User> page3 = gitHubLookupService.findUser("Spring-Projects");

// Wait until they are all done
CompletableFuture.allOf(page1,page2,page3).join();

// Print results, including elapsed time
float exc = (float)(System.currentTimeMillis() - start)/1000;
logger.info("Elapsed time: " + exc + " seconds");
logger.info("--> " + page1.get());
logger.info("--> " + page2.get());
logger.info("--> " + page3.get());
}

}

通过实现 CommandLineRunner 调用 service 服务,我们设置了 Thread.sleep(3000L);

运行demo,4.73s 结束战斗!

本文demo

https://gitee.com/yintianwen7/taven-springboot-learning/tree/master/spring-async-demo