一次生产环境的NoHttpResponseException异常的排查记录

环境:

jdk1.8+tomcat8+httpclient4.5.2

主要现象:

项目偶发出现org.apache.http.NoHttpResponseException: The target server failed to respond异常

定位原因:

查阅资料,此异常属于长连接keep-Alive的一种异常现象。当服务端某连接闲置超过keep-Alive超时时间后,服务端会关闭连接,进行四次挥手。如果此时,客户端再次拿此连接来访问服务端就会报NoHttpResponseException错误

解决过程:

既然已经知道错误导致的原因,就可对症下药。主要解决思路有两种:

方案一:延长务端keep-Alive超时时间,拿tomcat举例,可以配置Connector 元素中的keepAliveTimeout参数;

方案二:降低客户端的keep-Alive时间,在服务端关闭闲置连接前关闭客户端连接。

方案一只能优化问题,但是并不能解决问题。因为keep-Alive超时时间不能设置为-1(永久),如果设置一直保持连接会极大的影响到服务端性能。

下面主要说一下方案二的解决方案,以httpClient4.5.2版本为例:

先贴最终的代码:

        SSLContext sslcontext = SslUtils.createIgnoreVerifySSL();
        //设置协议http和https对应的处理socket链接工厂的对象
        Registry socketFactoryRegistry = RegistryBuilder.create()
                .register("http", PlainConnectionSocketFactory.INSTANCE)
                .register("https", new SSLConnectionSocketFactory(sslcontext))
                .build();
        ConnectionKeepAliveStrategy connectionKeepAliveStrategy = (final HttpResponse response, final HttpContext context) -> {
            Args.notNull(response, "HTTP response");
            final HeaderElementIterator it = new BasicHeaderElementIterator(
                    response.headerIterator(HTTP.CONN_KEEP_ALIVE));
            while (it.hasNext()) {
                final HeaderElement he = it.nextElement();
                final String param = he.getName();
                final String value = he.getValue();
                if (value != null && param.equalsIgnoreCase("timeout")) {
                    try {
                        return Long.parseLong(value) * 1000;
                    } catch (final NumberFormatException ignore) {
                    }
                }
            }
//            keep alive 3秒 客户端维护这个连接最多3秒的有效期 在获取环节超过3秒就会关闭此连接org.apache.http.pool.AbstractConnPool.getPoolEntryBlocking() entry.isExpired(System.currentTimeMillis())
            return 3 * 1000;
        };
        PoolingHttpClientConnectionManager connManager = new PoolingHttpClientConnectionManager(socketFactoryRegistry);
        connManager.setDefaultMaxPerRoute(10);
        connManager.setMaxTotal(100);
//获取连接后 再次校验是否空闲超时org.apache.http.pool.AbstractConnPool.getPoolEntryBlocking() entry.getUpdated() + this.validateAfterInactivity <= System.currentTimeMillis()
        connManager.setValidateAfterInactivity(3000);
//evictIdleConnections 超时之前 定期回收空闲连接 并发setMaxConnPerRoute=10 最多setMaxConnTotal=100个;注意,evictIdleConnections会在启动时线程sleep一个maxIdle时间
        //创建自定义的httpclient对象
        CloseableHttpClient client = HttpClients.custom()
//                注意:HttpClients的setDefaultMaxPerRoute和setMaxTotal不会覆盖connManager的值
                .setConnectionManager(connManager)
                .setConnectionManagerShared(false).evictIdleConnections(3000, TimeUnit.MILLISECONDS)
                .setKeepAliveStrategy(connectionKeepAliveStrategy)
//               接口幂等 允许重试 注释掉disableAutomaticRetries 默认重试3次 会从连接池中获取 不会直接创建新的连接
                .disableAutomaticRetries()
                .build();

主要配置参数说明:

  1. org.apache.http.impl.conn.PoolingHttpClientConnectionManager#setValidateAfterInactivity
  2. org.apache.http.impl.client.HttpClientBuilder#setConnectionManagerShared
  3. org.apache.http.impl.client.HttpClientBuilder#evictIdleConnections(long, java.util.concurrent.TimeUnit)
  4. org.apache.http.impl.client.HttpClientBuilder#setKeepAliveStrategy
  5. org.apache.http.impl.client.HttpClientBuilder#disableAutomaticRetries

org.apache.http.impl.conn.PoolingHttpClientConnectionManager#setValidateAfterInactivity

  从连接池中获取到空闲连接后,在使用之前校验空闲时间是否超过指定的时间,单位毫秒;注意,如果你像楼主一样,使用了

PoolingHttpClientConnectionManager connManager = new PoolingHttpClientConnectionManager(socketFactoryRegistry);

这块代码,那么请注意此处会把时间设置为2000ms.(ps:楼主在本地环境一直复现不了NoHttpResponseException的罪魁祸首

一次生产环境的NoHttpResponseException异常的排查记录_第1张图片方法路径:

org.apache.http.impl.conn.PoolingHttpClientConnectionManager#PoolingHttpClientConnectionManager(org.apache.http.conn.HttpClientConnectionOperator, org.apache.http.conn.HttpConnectionFactory, long, java.util.concurrent.TimeUnit)

逻辑上只要配置此处,即可保证连接在超时后关闭并重新从池子中获取(如果还超时,继续关闭连接并重新拿),无论哪一种配置,一定要配置此处,否则都会安装默认2秒过期时间来回收连接。感兴趣的可以看下源码:

 private E getPoolEntryBlocking(
            final T route, final Object state,
            final long timeout, final TimeUnit tunit,
            final PoolEntryFuture future)
                throws IOException, InterruptedException, TimeoutException {

        Date deadline = null;
        if (timeout > 0) {
            deadline = new Date
                (System.currentTimeMillis() + tunit.toMillis(timeout));
        }

        this.lock.lock();
        try {
            final RouteSpecificPool pool = getPool(route);
            E entry = null;
            while (entry == null) {
                Asserts.check(!this.isShutDown, "Connection pool shut down");
                for (;;) {
                    entry = pool.getFree(state);
                    if (entry == null) {
                        break;
                    }
                    if (entry.isExpired(System.currentTimeMillis())) {
                        entry.close();
                    } else if (this.validateAfterInactivity > 0) {
//看这里 连接最后修改时间+超时时间是否小于now
                        if (entry.getUpdated() + this.validateAfterInactivity <= System.currentTimeMillis()) {
                            if (!validate(entry)) {
                                entry.close();
                            }
                        }
                    }
                    if (entry.isClosed()) {
                        this.available.remove(entry);
                        pool.free(entry, false);
                    } else {
                        break;
                    }
                }
                if (entry != null) {
                    this.available.remove(entry);
                    this.leased.add(entry);
                    onReuse(entry);
                    return entry;
                }

                // New connection is needed
                final int maxPerRoute = getMax(route);
                // Shrink the pool prior to allocating a new connection
                final int excess = Math.max(0, pool.getAllocatedCount() + 1 - maxPerRoute);
                if (excess > 0) {
                    for (int i = 0; i < excess; i++) {
                        final E lastUsed = pool.getLastUsed();
                        if (lastUsed == null) {
                            break;
                        }
                        lastUsed.close();
                        this.available.remove(lastUsed);
                        pool.remove(lastUsed);
                    }
                }

                if (pool.getAllocatedCount() < maxPerRoute) {
                    final int totalUsed = this.leased.size();
                    final int freeCapacity = Math.max(this.maxTotal - totalUsed, 0);
                    if (freeCapacity > 0) {
                        final int totalAvailable = this.available.size();
                        if (totalAvailable > freeCapacity - 1) {
                            if (!this.available.isEmpty()) {
                                final E lastUsed = this.available.removeLast();
                                lastUsed.close();
                                final RouteSpecificPool otherpool = getPool(lastUsed.getRoute());
                                otherpool.remove(lastUsed);
                            }
                        }
                        final C conn = this.connFactory.create(route);
                        entry = pool.add(conn);
                        this.leased.add(entry);
                        return entry;
                    }
                }

                boolean success = false;
                try {
                    pool.queue(future);
                    this.pending.add(future);
                    success = future.await(deadline);
                } finally {
                    // In case of 'success', we were woken up by the
                    // connection pool and should now have a connection
                    // waiting for us, or else we're shutting down.
                    // Just continue in the loop, both cases are checked.
                    pool.unqueue(future);
                    this.pending.remove(future);
                }
                // check for spurious wakeup vs. timeout
                if (!success && (deadline != null) &&
                    (deadline.getTime() <= System.currentTimeMillis())) {
                    break;
                }
            }
            throw new TimeoutException("Timeout waiting for connection");
        } finally {
            this.lock.unlock();
        }
    }

方法路径:

org.apache.http.pool.AbstractConnPool#getPoolEntryBlocking

org.apache.http.impl.client.HttpClientBuilder#setConnectionManagerShared和org.apache.http.impl.client.HttpClientBuilder#evictIdleConnections(long, java.util.concurrent.TimeUnit)

启动异步定时线程,关闭回收指定超时时间的空闲连接。如果在获取空闲连接前已经回收就没问题了,但是极端情况下也会出现NoHttpResponseException问题。比如:keep-Alive超时时间是20秒,然后定时配置15秒,假设第一次使用连接并释放时间为x,定时上次结束时间为y,y+15

evictIdleConnections需要配合setConnectionManagerShared=false使用,ConnectionManagerShared默认false。关键代码如下:

        if (!this.connManagerShared) {
            if (closeablesCopy == null) {
                closeablesCopy = new ArrayList(1);
            }
            final HttpClientConnectionManager cm = connManagerCopy;

            if (evictExpiredConnections || evictIdleConnections) {
                final IdleConnectionEvictor connectionEvictor = new IdleConnectionEvictor(cm,
                        maxIdleTime > 0 ? maxIdleTime : 10, maxIdleTimeUnit != null ? maxIdleTimeUnit : TimeUnit.SECONDS);
                closeablesCopy.add(new Closeable() {

                    @Override
                    public void close() throws IOException {
                        connectionEvictor.shutdown();
                    }

                });
                connectionEvictor.start();
            }
            closeablesCopy.add(new Closeable() {

                @Override
                public void close() throws IOException {
                    cm.shutdown();
                }

            });
        }

注意:evictIdleConnections会在启动时,线程sleep一个maxIdle时间。源码如下:

    public IdleConnectionEvictor(
            final HttpClientConnectionManager connectionManager,
            final ThreadFactory threadFactory,
            final long sleepTime, final TimeUnit sleepTimeUnit,
            final long maxIdleTime, final TimeUnit maxIdleTimeUnit) {
        this.connectionManager = Args.notNull(connectionManager, "Connection manager");
        this.threadFactory = threadFactory != null ? threadFactory : new DefaultThreadFactory();
        this.sleepTimeMs = sleepTimeUnit != null ? sleepTimeUnit.toMillis(sleepTime) : sleepTime;
        this.maxIdleTimeMs = maxIdleTimeUnit != null ? maxIdleTimeUnit.toMillis(maxIdleTime) : maxIdleTime;
        this.thread = this.threadFactory.newThread(new Runnable() {
            @Override
            public void run() {
                try {
                    while (!Thread.currentThread().isInterrupted()) {
//此处休眠一个sleepTimeMs时间 可追溯代码发现sleepTimeMs来源于maxIdleTime
                        Thread.sleep(sleepTimeMs);
                        connectionManager.closeExpiredConnections();
                        if (maxIdleTimeMs > 0) {
                            connectionManager.closeIdleConnections(maxIdleTimeMs, TimeUnit.MILLISECONDS);
                        }
                    }
                } catch (final Exception ex) {
                    exception = ex;
                }

            }
        });
    }

方法路径:

org.apache.http.impl.client.IdleConnectionEvictor#IdleConnectionEvictor(org.apache.http.conn.HttpClientConnectionManager, java.util.concurrent.ThreadFactory, long, java.util.concurrent.TimeUnit, long, java.util.concurrent.TimeUnit)

org.apache.http.impl.client.HttpClientBuilder#setKeepAliveStrategy

此方法是设置客户端连接池维护的连接的keep-Alive时间。如果连接空闲时间超过设置的时间,则会关闭此连接并重新获取。主要相关源码如下:在初始化线程池时设置了过期时间expiry是创建时间+keep-Alive时间,已经过期时间在updateExpiry(连接池回收会调接方法)中被修改成最新时间。

//方法路径:org.apache.http.pool.PoolEntry#PoolEntry(java.lang.String, T, C, long, java.util.concurrent.TimeUnit) 此处的timeToLive 就是设置的keep-Alive时间
   public PoolEntry(final String id, final T route, final C conn,
            final long timeToLive, final TimeUnit tunit) {
        super();
        Args.notNull(route, "Route");
        Args.notNull(conn, "Connection");
        Args.notNull(tunit, "Time unit");
        this.id = id;
        this.route = route;
        this.conn = conn;
        this.created = System.currentTimeMillis();
        if (timeToLive > 0) {
            this.validityDeadline = this.created + tunit.toMillis(timeToLive);
        } else {
            this.validityDeadline = Long.MAX_VALUE;
        }
        this.expiry = this.validityDeadline;
    }


    //方法路径:org.apache.http.pool.PoolEntry#updateExpiry
public synchronized void updateExpiry(final long time, final TimeUnit tunit) {
        Args.notNull(tunit, "Time unit");
        this.updated = System.currentTimeMillis();
        final long newExpiry;
        if (time > 0) {
            newExpiry = this.updated + tunit.toMillis(time);
        } else {
            newExpiry = Long.MAX_VALUE;
        }
        this.expiry = Math.min(newExpiry, this.validityDeadline);
    }

以上配置不是互斥也不少都需要配置,楼主亲自验证发现,只配置setValidateAfterInactivity或只配置setKeepAliveStrategy都可以。evictIdleConnections极端情况会有问题。

org.apache.http.impl.client.HttpClientBuilder#disableAutomaticRetries

随便一提,httpclient默认会重试3次。如果接口不支持幂等,请注意不要使用重试。

OK,为了解决个问题,把源码看了一遍,特写博客以备以后注意使用。

 

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