参考:异步httpclient(httpasyncclient)的使用与总结
1. 前言
应用层的网络模型有同步与异步。同步意味当前线程是阻塞的,只有本次请求完成后才能进行下一次请求;异步意味着所有的请求可以同时塞入缓冲区,不阻塞当前的线程;
httpclient在4.x之后开始提供基于nio的异步版本httpasyncclient,httpasyncclient借助了Java并发库和nio进行封装(虽说NIO是同步非阻塞IO,但是HttpAsyncClient提供了回调的机制,与netty类似,所以可以模拟类似于AIO的效果),其调用方式非常便捷,但是其中也有许多需要注意的地方。
2. pom文件
本文依赖4.1.2,当前最新的客户端版本是4.1.3maven repository 地址
???????<dependency> ?
???????????<groupId>org.apache.httpcomponents</groupId> ?
???????????<artifactId>httpclient</artifactId> ?
???????????<version>4.5.2</version> ?
???????</dependency> ?
???????<dependency> ?
???????????<groupId>org.apache.httpcomponents</groupId> ?
???????????<artifactId>httpcore</artifactId> ?
???????????<version>4.4.5</version> ?
???????</dependency> ?
???????<dependency> ?
???????????<groupId>org.apache.httpcomponents</groupId>
???????????<artifactId>httpcore-nio</artifactId>
???????????<version>4.4.5</version>
???????</dependency> ?
???????<dependency> ?
???????????<groupId>org.apache.httpcomponents</groupId> ?
???????????<artifactId>httpasyncclient</artifactId> ?
???????????<version>4.1.2</version> ?
???????</dependency>
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3. 简单的实例
public class TestHttpClient {
???public static void main(String[] args){
???????RequestConfig requestConfig = RequestConfig.custom()
???????????????.setConnectTimeout(50000)
???????????????.setSocketTimeout(50000)
???????????????.setConnectionRequestTimeout(1000)
???????????????.build();
???????//配置io线程
???????IOReactorConfig ioReactorConfig = IOReactorConfig.custom().
???????????????setIoThreadCount(Runtime.getRuntime().availableProcessors())
???????????????.setSoKeepAlive(true)
???????????????.build();
???????//设置连接池大小
???????ConnectingIOReactor ioReactor=null;
???????try {
???????????ioReactor = new DefaultConnectingIOReactor(ioReactorConfig);
???????} catch (IOReactorException e) {
???????????e.printStackTrace();
???????}
???????PoolingNHttpClientConnectionManager connManager = new PoolingNHttpClientConnectionManager(ioReactor);
???????connManager.setMaxTotal(100);
???????connManager.setDefaultMaxPerRoute(100);
???????final CloseableHttpAsyncClient client = HttpAsyncClients.custom().
???????????????setConnectionManager(connManager)
???????????????.setDefaultRequestConfig(requestConfig)
???????????????.build();
???????//构造请求
???????String url = "http://127.0.0.1:9200/_bulk";
???????HttpPost httpPost = new HttpPost(url);
???????StringEntity entity = null;
???????try {
???????????String a = "{ \"index\": { \"_index\": \"test\", \"_type\": \"test\"} }\n" +
???????????????????"{\"name\": \"上海\",\"age\":33}\n";
???????????entity = new StringEntity(a);
???????} catch (UnsupportedEncodingException e) {
???????????e.printStackTrace();
???????}
???????httpPost.setEntity(entity);
???????//start
???????client.start();
???????//异步请求
???????client.execute(httpPost, new Back());
???????while(true){
???????????try {
???????????????TimeUnit.SECONDS.sleep(1);
???????????} catch (InterruptedException e) {
???????????????e.printStackTrace();
???????????}
???????}
???}
???static class Back implements FutureCallback<HttpResponse>{
???????private long start = System.currentTimeMillis();
???????Back(){
???????}
???????public void completed(HttpResponse httpResponse) {
???????????try {
???????????????System.out.println("cost is:"+(System.currentTimeMillis()-start)+":"+EntityUtils.toString(httpResponse.getEntity()));
???????????} catch (IOException e) {
???????????????e.printStackTrace();
???????????}
???????}
???????public void failed(Exception e) {
???????????System.err.println(" cost is:"+(System.currentTimeMillis()-start)+":"+e);
???????}
???????public void cancelled() {
???????}
???}
}
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4. 几个重要的参数
4.1 TimeOut(3个)的设置
ConnectTimeout : 连接超时,连接建立时间,三次握手完成时间。
SocketTimeout : 请求超时,数据传输过程中数据包之间间隔的最大时间。
ConnectionRequestTimeout : 使用连接池来管理连接,从连接池获取连接的超时时间。
在实际项目开发过程中,这三个值可根据具体情况设置。
(1) 下面针对ConnectionRequestTimeout的情况进行分析
实验条件:设置连接池最大连接数为1,每一个异步请求从开始到回调的执行时间在100ms以上;
实验过程:连续发送2次请求
public class TestHttpClient {
???public static void main(String[] args){
???????RequestConfig requestConfig = RequestConfig.custom()
???????????????.setConnectTimeout(50000)
???????????????.setSocketTimeout(50000)
???????????????.setConnectionRequestTimeout(10)//设置为10ms
???????????????.build();
???????//配置io线程
???????IOReactorConfig ioReactorConfig = IOReactorConfig.custom().
???????????????setIoThreadCount(Runtime.getRuntime().availableProcessors())
???????????????.setSoKeepAlive(true)
???????????????.build();
???????//设置连接池大小
???????ConnectingIOReactor ioReactor=null;
???????try {
???????????ioReactor = new DefaultConnectingIOReactor(ioReactorConfig);
???????} catch (IOReactorException e) {
???????????e.printStackTrace();
???????}
???????PoolingNHttpClientConnectionManager connManager = new PoolingNHttpClientConnectionManager(ioReactor);
???????connManager.setMaxTotal(1);//最大连接数设置1
???????connManager.setDefaultMaxPerRoute(1);//per route最大连接数设置1
???????final CloseableHttpAsyncClient client = HttpAsyncClients.custom().
???????????????setConnectionManager(connManager)
???????????????.setDefaultRequestConfig(requestConfig)
???????????????.build();
???????//构造请求
???????String url = "http://127.0.0.1:9200/_bulk";
???????List<HttpPost> list = new ArrayList<HttpPost>();
???????for(int i=0;i<2;i++){
???????????HttpPost httpPost = new HttpPost(url);
???????????StringEntity entity = null;
???????????try {
???????????????String a = "{ \"index\": { \"_index\": \"test\", \"_type\": \"test\"} }\n" +
???????????????????????"{\"name\": \"上海\",\"age\":33}\n";
???????????????entity = new StringEntity(a);
???????????} catch (UnsupportedEncodingException e) {
???????????????e.printStackTrace();
???????????}
???????????httpPost.setEntity(entity);
???????????list.add(httpPost);
???????}
???????client.start();
???????for(int i=0;i<2;i++){
???????????client.execute(list.get(i), new Back());
???????}
???????while(true){
???????????try {
???????????????TimeUnit.SECONDS.sleep(1);
???????????} catch (InterruptedException e) {
???????????????e.printStackTrace();
???????????}
???????}
???}
???static class Back implements FutureCallback<HttpResponse>{
???????private long start = System.currentTimeMillis();
???????Back(){
???????}
???????public void completed(HttpResponse httpResponse) {
???????????try {
???????????????System.out.println("cost is:"+(System.currentTimeMillis()-start)+":"+EntityUtils.toString(httpResponse.getEntity()));
???????????} catch (IOException e) {
???????????????e.printStackTrace();
???????????}
???????}
???????public void failed(Exception e) {
???????????e.printStackTrace();
???????????System.err.println(" cost is:"+(System.currentTimeMillis()-start)+":"+e);
???????}
???????public void cancelled() {
???????}
???}
}
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实验结果 :
第一次请求执行时间在200ms左右
第二请求回调直接抛出TimeOutException
java.util.concurrent.TimeoutException
???at org.apache.http.nio.pool.AbstractNIOConnPool.processPendingRequest(AbstractNIOConnPool.java:364)
???at org.apache.http.nio.pool.AbstractNIOConnPool.processNextPendingRequest(AbstractNIOConnPool.java:344)
???at org.apache.http.nio.pool.AbstractNIOConnPool.release(AbstractNIOConnPool.java:318)
???at org.apache.http.impl.nio.conn.PoolingNHttpClientConnectionManager.releaseConnection(PoolingNHttpClientConnectionManager.java:303)
???at org.apache.http.impl.nio.client.AbstractClientExchangeHandler.releaseConnection(AbstractClientExchangeHandler.java:239)
???at org.apache.http.impl.nio.client.MainClientExec.responseCompleted(MainClientExec.java:387)
???at org.apache.http.impl.nio.client.DefaultClientExchangeHandlerImpl.responseCompleted(DefaultClientExchangeHandlerImpl.java:168)
???at org.apache.http.nio.protocol.HttpAsyncRequestExecutor.processResponse(HttpAsyncRequestExecutor.java:436)
???at org.apache.http.nio.protocol.HttpAsyncRequestExecutor.inputReady(HttpAsyncRequestExecutor.java:326)
???at org.apache.http.impl.nio.DefaultNHttpClientConnection.consumeInput(DefaultNHttpClientConnection.java:265)
???at org.apache.http.impl.nio.client.InternalIODispatch.onInputReady(InternalIODispatch.java:81)
???at org.apache.http.impl.nio.client.InternalIODispatch.onInputReady(InternalIODispatch.java:39)
???at org.apache.http.impl.nio.reactor.AbstractIODispatch.inputReady(AbstractIODispatch.java:114)
???at org.apache.http.impl.nio.reactor.BaseIOReactor.readable(BaseIOReactor.java:162)
???at org.apache.http.impl.nio.reactor.AbstractIOReactor.processEvent(AbstractIOReactor.java:337)
???at org.apache.http.impl.nio.reactor.AbstractIOReactor.processEvents(AbstractIOReactor.java:315)
???at org.apache.http.impl.nio.reactor.AbstractIOReactor.execute(AbstractIOReactor.java:276)
???at org.apache.http.impl.nio.reactor.BaseIOReactor.execute(BaseIOReactor.java:104)
???at org.apache.http.impl.nio.reactor.AbstractMultiworkerIOReactor$Worker.run(AbstractMultiworkerIOReactor.java:588)
???at java.lang.Thread.run(Thread.java:745)
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结果分析:由于连接池大小是1,第一次请求执行后连接被占用(时间在100ms),第二次请求在规定的时间内无法获取连接,于是直接连接获取的TimeOutException
(2) 修改ConnectionRequestTimeout
RequestConfig requestConfig = RequestConfig.custom()
???????????????.setConnectTimeout(50000)
???????????????.setSocketTimeout(50000)
???????????????.setConnectionRequestTimeout(1000)//设置为1000ms
???????????????.build();
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上述两次请求正常执行。
下面进一步看一下代码中抛异常的地方:
从上面的代码中可以看到如果要设置永不ConnectionRequestTimeout,只需要将ConnectionRequestTimeout设置为小于0即可,当然后这种设置一定要慎用, 如果处理不当,请求堆积会导致OOM。
4.2 连接池大小的设置
ConnTotal:连接池中最大连接数;
ConnPerRoute(1000):分配给同一个route(路由)最大的并发连接数,route为运行环境机器到目标机器的一条线路,举例来说,我们使用HttpClient的实现来分别请求 www.baidu.com 的资源和 www.bing.com 的资源那么他就会产生两个route;
对于上述的实验,在一定程度上可以通过增大最大连接数来解决ConnectionRequestTimeout的问题!
后续:本文重点在于使用,后续会对源码进行分析与解读
下载地址:http://hc.apache.org/downloads.cgi
在NetBeans中导入以下jar文件:
1:一次请求:
public static void oneReuest(){ ???????final CloseableHttpAsyncClient httpClient = HttpAsyncClients.createDefault(); ???????httpClient.start(); ???????final HttpGet request = new HttpGet("http://www.apache.org/"); ???????final Future future = httpClient.execute(request, null); ???????try { ???????????HttpResponse response = (HttpResponse) future.get(); ???????????System.out.println("Response:" + response.getStatusLine()); ???????????System.out.println("Shutting down"); ???????} catch (Exception ex) { ???????????Logger.getLogger(Httpasyncclient.class.getName()).log(Level.SEVERE, null, ex); ???????}finally{ ???????????try { ???????????????httpClient.close(); ???????????} catch (IOException ex) { ???????????????Logger.getLogger(Httpasyncclient.class.getName()).log(Level.SEVERE, null, ex); ???????????} ???????} ???????????????System.out.println("执行完毕"); ???}
2:多次异步请求:
public static void moreRequest(){ ???????final RequestConfig requestConfitg = RequestConfig.custom() ???????????????.setSocketTimeout(3000) ???????????????.setConnectTimeout(3000).build(); ???????????????final CloseableHttpAsyncClient httpClient = HttpAsyncClients.custom() ???????????????.setDefaultRequestConfig(requestConfitg) ???????????????.build(); ???????????????httpClient.start(); ???????????????final HttpGet[] requests = new HttpGet[]{ ???????????new HttpGet("http://www.apache.org/"), ???????????new HttpGet("http://www.baidu.com/"), ???????????new HttpGet("http://www.oschina.net/") ???????}; ???????????????final CountDownLatch latch = new CountDownLatch(requests.length); ???????for(final HttpGet request: requests){ ???????????????????????????httpClient.execute(request, new FutureCallback(){ ???????????????????@Override ???????????????????public void completed(Object obj) { ??????????????????????final HttpResponse response = (HttpResponse)obj; ??????????????????????latch.countDown(); ??????????????????????System.out.println(request.getRequestLine() + "->" + response.getStatusLine()); ???????????????????} ???????????????????@Override ???????????????????public void failed(Exception excptn) { ???????????????????????latch.countDown(); ???????????????????????System.out.println(request.getRequestLine() + "->" + excptn); ???????????????????} ???????????????????@Override ???????????????????public void cancelled() { ???????????????????????latch.countDown(); ???????????????????????System.out.println(request.getRequestLine() + "cancelled"); ???????????????????} ???????????????}); ????????} ??????????????????????try { ???????????latch.await(); ???????????System.out.println("Shutting Down"); ???????} catch (InterruptedException ex) { ???????????Logger.getLogger(Httpasyncclient.class.getName()).log(Level.SEVERE, null, ex); ???????}finally{ ???????????try { ???????????????httpClient.close(); ???????????} catch (IOException ex) { ???????????????Logger.getLogger(Httpasyncclient.class.getName()).log(Level.SEVERE, null, ex); ???????????} ???????} ???????System.out.println("Finish!"); ???}
运行结果:
run:GET http://www.baidu.com/ HTTP/1.1->HTTP/1.1 200 OKGET http://www.oschina.net/ HTTP/1.1->HTTP/1.1 200 OKGET http://www.apache.org/ HTTP/1.1->HTTP/1.1 200 OKShutting DownFinish!成功构建 (总时间: 2 秒)
可以看出是异步执行的!不是按照我们传入的URL参数顺序执行的!
篇提到了高性能处理的关键是异步,而我们当中许多人依旧在使用同步模式的HttpClient访问第三方Web资源,我认为原因之一是:异步的HttpClient诞生较晚,许多人不知道;另外也可能是大多数Web程序其实不在意这点性能损失了。
而要自己实现一个异步的HttpClient则比较困难,通常都是自己开一个新的工作线程,利用HttpClient的同步去访问,完成后再回调这种形式,这样做其实不是真正的异步,因为依旧会有一个线程处于阻塞中,等待着第三方Web资源的返回。
而如今访问第三方Web资源的情景越来越多,最典型就是使用第三方登录平台,如QQ或微信等,我们需要访问腾讯的服务器去验证登录者的身份,根据我的经验,这个过程可能会阻塞好几秒钟,可看作是一个“长时间调用”,所以最好要使用异步方式。
OK,废话少说,要使用异步的HttpClient,请Maven中带上:
???????<dependency> ???????????<groupId>org.apache.httpcomponents</groupId> ???????????<artifactId>httpasyncclient</artifactId> ???????????<version>4.1.1</version> ???????</dependency>
接下来是一个完整的Demo代码:
import org.apache.http.HttpResponse;import org.apache.http.client.methods.HttpGet;import org.apache.http.concurrent.FutureCallback;import org.apache.http.impl.nio.client.CloseableHttpAsyncClient;import org.apache.http.impl.nio.client.HttpAsyncClients;import org.apache.http.util.EntityUtils;import java.io.IOException;import java.util.concurrent.CountDownLatch;public class Main { ???public static void main(String[] argv) { ???????CloseableHttpAsyncClient httpclient = HttpAsyncClients.createDefault(); ???????httpclient.start(); ???????final CountDownLatch latch = new CountDownLatch(1); ???????final HttpGet request = new HttpGet("https://www.alipay.com/"); ???????System.out.println(" caller thread id is : " + Thread.currentThread().getId()); ???????httpclient.execute(request, new FutureCallback<HttpResponse>() { ???????????public void completed(final HttpResponse response) { ???????????????latch.countDown(); ???????????????System.out.println(" callback thread id is : " + Thread.currentThread().getId()); ???????????????System.out.println(request.getRequestLine() + "->" + response.getStatusLine()); ???????????????try { ???????????????????String content = EntityUtils.toString(response.getEntity(), "UTF-8"); ???????????????????System.out.println(" response content is : " + content); ???????????????} catch (IOException e) { ???????????????????e.printStackTrace(); ???????????????} ???????????} ???????????public void failed(final Exception ex) { ???????????????latch.countDown(); ???????????????System.out.println(request.getRequestLine() + "->" + ex); ???????????????System.out.println(" callback thread id is : " + Thread.currentThread().getId()); ???????????} ???????????public void cancelled() { ???????????????latch.countDown(); ???????????????System.out.println(request.getRequestLine() + " cancelled"); ???????????????System.out.println(" callback thread id is : " + Thread.currentThread().getId()); ???????????} ???????}); ???????try { ???????????latch.await(); ???????} catch (InterruptedException e) { ???????????e.printStackTrace(); ???????} ???????try { ???????????httpclient.close(); ???????} catch (IOException ignore) { ???????} ???}}
呃……代码很简单,好像也没什么好说的了,稍作封装就可以实现如“getJson()”这样的方法。
也许你还注意到了,这个HttpClient跟同步的版本一样,直接支持https,但如果网站的证书是自签的,默认还是不行的,解决方法当然有,但代码有些麻烦,我觉得还不如直接买张证书来得简单,如果网站是你管的话。
参考:Java的异步HttpClient
参考:HttpAsyncClient 的简单使用
异步httpclient(httpasyncclient)的使用与总结
原文地址:https://www.cnblogs.com/aspirant/p/10333915.html