我正在尝试编写一个HTTP服务,它将从HTTP获取数据,并使用Netty将其放入Kafka中。我需要在一个m5.large的EC2实例上处理20K的RPS,这看起来非常可行。
代码很简单:
Server.java
public class Server {
public static void main(final String[] args) throws Exception {
final EventLoopGroup bossGroup = new EpollEventLoopGroup();
final EventLoopGroup workerGroup = new EpollEventLoopGroup();
try {
final ServerBootstrap bootstrap = new ServerBootstrap();
bootstrap
.group(bossGroup, workerGroup)
.channel(EpollServerSocketChannel.class)
.childHandler(new RequestChannelInitializer(createProducer()))
.childOption(ChannelOption.SO_KEEPALIVE, true);
bootstrap.bind(PORT).sync().channel().closeFuture().sync();
} finally {
bossGroup.shutdownGracefully();
workerGroup.shutdownGracefully();
}
}
private static Producer<String, ByteBuffer> createProducer() {
final Properties properties = new Properties();
properties.put(ProducerConfig.BOOTSTRAP_SERVERS_CONFIG, KAFKA_HOST);
properties.put(ProducerConfig.CLIENT_ID_CONFIG, "KafkaBidRequestProducer");
properties.put(ProducerConfig.KEY_SERIALIZER_CLASS_CONFIG, StringSerializer.class.getName());
properties.put(ProducerConfig.VALUE_SERIALIZER_CLASS_CONFIG, ByteBufferSerializer.class.getName());
properties.put(ProducerConfig.RETRIES_CONFIG, 0);
properties.put(ProducerConfig.REQUEST_TIMEOUT_MS_CONFIG, 10000);
properties.put(ProducerConfig.MAX_BLOCK_MS_CONFIG, 10000);
properties.put(ProducerConfig.SEND_BUFFER_CONFIG, 33554432);
return new KafkaProducer<>(properties);
}
}
RequestChannelInitializer.java
public class RequestChannelInitializer extends io.netty.channel.ChannelInitializer<SocketChannel> {
private final Producer<String, ByteBuffer> producer;
public BidRequestChannelInitializer(final Producer<String, ByteBuffer> producer) {
this.producer = producer;
}
@Override
public void initChannel(final SocketChannel ch) {
ch.pipeline().addLast(new HttpServerCodec());
ch.pipeline().addLast(new HttpObjectAggregator(1048576));
ch.pipeline().addLast(new RequestHandler(producer));
}
}
RequestHandler.java
public class RequestHandler extends SimpleChannelInboundHandler<FullHttpMessage> {
private final Producer<String, ByteBuffer> producer;
public BidRequestHandler(final Producer<String, ByteBuffer> producer) {
this.producer = producer;
}
@Override
public void channelReadComplete(final ChannelHandlerContext ctx) {
ctx.flush();
}
@Override
protected void channelRead0(ChannelHandlerContext ctx, FullHttpMessage msg) {
final DefaultFullHttpResponse response = new DefaultFullHttpResponse(HTTP_1_1, OK);
final ProducerRecord<String, ByteBuffer> record = new ProducerRecord<>(
"test",
UUID.randomUUID().toString(),
msg.content().nioBuffer()
);
producer.send(record);
if (HttpUtil.isKeepAlive(msg)) {
response.headers().set(CONNECTION, HttpHeaderValues.KEEP_ALIVE);
}
ctx.write(response).addListener(ChannelFutureListener.CLOSE);
}
}
代码取自官方文档。但是,有时我会
Request 'Post BidRequest' failed: j.u.c.TimeoutException: Request timeout after 60000 ms
负载测试中出现异常。
据我所知,这意味着在我的负载测试实例和服务实例之间建立了连接,但完成连接需要60秒。这个简单程序的哪个部分可以阻塞这么长时间?
我已经调整了卡夫卡制片人:减少了超时时间。我知道
send
可能是阻塞,所以我增加了发送缓冲区,但没有帮助。
我也增加了
ulimits
对于服务用户。
我在OpenJDK 1.8.0u171上运行
securerandom.source
设置为
file:/dev/urandom
,所以
randomUUID
不应该阻塞。