spark TransportClient 源码

  • 2022-10-20
  • 浏览 (342)

spark TransportClient 代码

文件路径:/common/network-common/src/main/java/org/apache/spark/network/client/TransportClient.java

/*
 * Licensed to the Apache Software Foundation (ASF) under one or more
 * contributor license agreements.  See the NOTICE file distributed with
 * this work for additional information regarding copyright ownership.
 * The ASF licenses this file to You under the Apache License, Version 2.0
 * (the "License"); you may not use this file except in compliance with
 * the License.  You may obtain a copy of the License at
 *
 *    http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package org.apache.spark.network.client;

import java.io.Closeable;
import java.io.IOException;
import java.net.SocketAddress;
import java.nio.ByteBuffer;
import java.util.UUID;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.TimeUnit;
import javax.annotation.Nullable;

import com.google.common.annotations.VisibleForTesting;
import com.google.common.base.Preconditions;
import com.google.common.base.Throwables;
import com.google.common.util.concurrent.SettableFuture;
import io.netty.channel.Channel;
import io.netty.util.concurrent.Future;
import io.netty.util.concurrent.GenericFutureListener;
import org.apache.commons.lang3.builder.ToStringBuilder;
import org.apache.commons.lang3.builder.ToStringStyle;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import org.apache.spark.network.buffer.ManagedBuffer;
import org.apache.spark.network.buffer.NioManagedBuffer;
import org.apache.spark.network.protocol.*;

import static org.apache.spark.network.util.NettyUtils.getRemoteAddress;

/**
 * Client for fetching consecutive chunks of a pre-negotiated stream. This API is intended to allow
 * efficient transfer of a large amount of data, broken up into chunks with size ranging from
 * hundreds of KB to a few MB.
 *
 * Note that while this client deals with the fetching of chunks from a stream (i.e., data plane),
 * the actual setup of the streams is done outside the scope of the transport layer. The convenience
 * method "sendRPC" is provided to enable control plane communication between the client and server
 * to perform this setup.
 *
 * For example, a typical workflow might be:
 * client.sendRPC(new OpenFile("/foo")) --> returns StreamId = 100
 * client.fetchChunk(streamId = 100, chunkIndex = 0, callback)
 * client.fetchChunk(streamId = 100, chunkIndex = 1, callback)
 * ...
 * client.sendRPC(new CloseStream(100))
 *
 * Construct an instance of TransportClient using {@link TransportClientFactory}. A single
 * TransportClient may be used for multiple streams, but any given stream must be restricted to a
 * single client, in order to avoid out-of-order responses.
 *
 * NB: This class is used to make requests to the server, while {@link TransportResponseHandler} is
 * responsible for handling responses from the server.
 *
 * Concurrency: thread safe and can be called from multiple threads.
 */
public class TransportClient implements Closeable {
  private static final Logger logger = LoggerFactory.getLogger(TransportClient.class);

  private final Channel channel;
  private final TransportResponseHandler handler;
  @Nullable private String clientId;
  private volatile boolean timedOut;

  public TransportClient(Channel channel, TransportResponseHandler handler) {
    this.channel = Preconditions.checkNotNull(channel);
    this.handler = Preconditions.checkNotNull(handler);
    this.timedOut = false;
  }

  public Channel getChannel() {
    return channel;
  }

  public boolean isActive() {
    return !timedOut && (channel.isOpen() || channel.isActive());
  }

  public SocketAddress getSocketAddress() {
    return channel.remoteAddress();
  }

  /**
   * Returns the ID used by the client to authenticate itself when authentication is enabled.
   *
   * @return The client ID, or null if authentication is disabled.
   */
  public String getClientId() {
    return clientId;
  }

  /**
   * Sets the authenticated client ID. This is meant to be used by the authentication layer.
   *
   * Trying to set a different client ID after it's been set will result in an exception.
   */
  public void setClientId(String id) {
    Preconditions.checkState(clientId == null, "Client ID has already been set.");
    this.clientId = id;
  }

  /**
   * Requests a single chunk from the remote side, from the pre-negotiated streamId.
   *
   * Chunk indices go from 0 onwards. It is valid to request the same chunk multiple times, though
   * some streams may not support this.
   *
   * Multiple fetchChunk requests may be outstanding simultaneously, and the chunks are guaranteed
   * to be returned in the same order that they were requested, assuming only a single
   * TransportClient is used to fetch the chunks.
   *
   * @param streamId Identifier that refers to a stream in the remote StreamManager. This should
   *                 be agreed upon by client and server beforehand.
   * @param chunkIndex 0-based index of the chunk to fetch
   * @param callback Callback invoked upon successful receipt of chunk, or upon any failure.
   */
  public void fetchChunk(
      long streamId,
      int chunkIndex,
      ChunkReceivedCallback callback) {
    if (logger.isDebugEnabled()) {
      logger.debug("Sending fetch chunk request {} to {}", chunkIndex, getRemoteAddress(channel));
    }

    StreamChunkId streamChunkId = new StreamChunkId(streamId, chunkIndex);
    StdChannelListener listener = new StdChannelListener(streamChunkId) {
      @Override
      void handleFailure(String errorMsg, Throwable cause) {
        handler.removeFetchRequest(streamChunkId);
        callback.onFailure(chunkIndex, new IOException(errorMsg, cause));
      }
    };
    handler.addFetchRequest(streamChunkId, callback);

    channel.writeAndFlush(new ChunkFetchRequest(streamChunkId)).addListener(listener);
  }

  /**
   * Request to stream the data with the given stream ID from the remote end.
   *
   * @param streamId The stream to fetch.
   * @param callback Object to call with the stream data.
   */
  public void stream(String streamId, StreamCallback callback) {
    StdChannelListener listener = new StdChannelListener(streamId) {
      @Override
      void handleFailure(String errorMsg, Throwable cause) throws Exception {
        callback.onFailure(streamId, new IOException(errorMsg, cause));
      }
    };
    if (logger.isDebugEnabled()) {
      logger.debug("Sending stream request for {} to {}", streamId, getRemoteAddress(channel));
    }

    // Need to synchronize here so that the callback is added to the queue and the RPC is
    // written to the socket atomically, so that callbacks are called in the right order
    // when responses arrive.
    synchronized (this) {
      handler.addStreamCallback(streamId, callback);
      channel.writeAndFlush(new StreamRequest(streamId)).addListener(listener);
    }
  }

  /**
   * Sends an opaque message to the RpcHandler on the server-side. The callback will be invoked
   * with the server's response or upon any failure.
   *
   * @param message The message to send.
   * @param callback Callback to handle the RPC's reply.
   * @return The RPC's id.
   */
  public long sendRpc(ByteBuffer message, RpcResponseCallback callback) {
    if (logger.isTraceEnabled()) {
      logger.trace("Sending RPC to {}", getRemoteAddress(channel));
    }

    long requestId = requestId();
    handler.addRpcRequest(requestId, callback);

    RpcChannelListener listener = new RpcChannelListener(requestId, callback);
    channel.writeAndFlush(new RpcRequest(requestId, new NioManagedBuffer(message)))
      .addListener(listener);

    return requestId;
  }

  /**
   * Sends a MergedBlockMetaRequest message to the server. The response of this message is
   * either a {@link MergedBlockMetaSuccess} or {@link RpcFailure}.
   *
   * @param appId applicationId.
   * @param shuffleId shuffle id.
   * @param shuffleMergeId shuffleMergeId is used to uniquely identify merging process
   *                       of shuffle by an indeterminate stage attempt.
   * @param reduceId reduce id.
   * @param callback callback the handle the reply.
   */
  public void sendMergedBlockMetaReq(
      String appId,
      int shuffleId,
      int shuffleMergeId,
      int reduceId,
      MergedBlockMetaResponseCallback callback) {
    long requestId = requestId();
    if (logger.isTraceEnabled()) {
      logger.trace(
        "Sending RPC {} to fetch merged block meta to {}", requestId, getRemoteAddress(channel));
    }
    handler.addRpcRequest(requestId, callback);
    RpcChannelListener listener = new RpcChannelListener(requestId, callback);
    channel.writeAndFlush(
      new MergedBlockMetaRequest(requestId, appId, shuffleId, shuffleMergeId,
        reduceId)).addListener(listener);
  }

  /**
   * Send data to the remote end as a stream.  This differs from stream() in that this is a request
   * to *send* data to the remote end, not to receive it from the remote.
   *
   * @param meta meta data associated with the stream, which will be read completely on the
   *             receiving end before the stream itself.
   * @param data this will be streamed to the remote end to allow for transferring large amounts
   *             of data without reading into memory.
   * @param callback handles the reply -- onSuccess will only be called when both message and data
   *                 are received successfully.
   */
  public long uploadStream(
      ManagedBuffer meta,
      ManagedBuffer data,
      RpcResponseCallback callback) {
    if (logger.isTraceEnabled()) {
      logger.trace("Sending RPC to {}", getRemoteAddress(channel));
    }

    long requestId = requestId();
    handler.addRpcRequest(requestId, callback);

    RpcChannelListener listener = new RpcChannelListener(requestId, callback);
    channel.writeAndFlush(new UploadStream(requestId, meta, data)).addListener(listener);

    return requestId;
  }

  /**
   * Synchronously sends an opaque message to the RpcHandler on the server-side, waiting for up to
   * a specified timeout for a response.
   */
  public ByteBuffer sendRpcSync(ByteBuffer message, long timeoutMs) {
    final SettableFuture<ByteBuffer> result = SettableFuture.create();

    sendRpc(message, new RpcResponseCallback() {
      @Override
      public void onSuccess(ByteBuffer response) {
        try {
          ByteBuffer copy = ByteBuffer.allocate(response.remaining());
          copy.put(response);
          // flip "copy" to make it readable
          copy.flip();
          result.set(copy);
        } catch (Throwable t) {
          logger.warn("Error in responding PRC callback", t);
          result.setException(t);
        }
      }

      @Override
      public void onFailure(Throwable e) {
        result.setException(e);
      }
    });

    try {
      return result.get(timeoutMs, TimeUnit.MILLISECONDS);
    } catch (ExecutionException e) {
      throw Throwables.propagate(e.getCause());
    } catch (Exception e) {
      throw Throwables.propagate(e);
    }
  }

  /**
   * Sends an opaque message to the RpcHandler on the server-side. No reply is expected for the
   * message, and no delivery guarantees are made.
   *
   * @param message The message to send.
   */
  public void send(ByteBuffer message) {
    channel.writeAndFlush(new OneWayMessage(new NioManagedBuffer(message)));
  }

  /**
   * Removes any state associated with the given RPC.
   *
   * @param requestId The RPC id returned by {@link #sendRpc(ByteBuffer, RpcResponseCallback)}.
   */
  public void removeRpcRequest(long requestId) {
    handler.removeRpcRequest(requestId);
  }

  /** Mark this channel as having timed out. */
  public void timeOut() {
    this.timedOut = true;
  }

  @VisibleForTesting
  public TransportResponseHandler getHandler() {
    return handler;
  }

  @Override
  public void close() {
    // close is a local operation and should finish with milliseconds; timeout just to be safe
    channel.close().awaitUninterruptibly(10, TimeUnit.SECONDS);
  }

  @Override
  public String toString() {
    return new ToStringBuilder(this, ToStringStyle.SHORT_PREFIX_STYLE)
      .append("remoteAddress", channel.remoteAddress())
      .append("clientId", clientId)
      .append("isActive", isActive())
      .toString();
  }

  private static long requestId() {
    return Math.abs(UUID.randomUUID().getLeastSignificantBits());
  }

  private class StdChannelListener
      implements GenericFutureListener<Future<? super Void>> {
    final long startTime;
    final Object requestId;

    StdChannelListener(Object requestId) {
      this.startTime = System.currentTimeMillis();
      this.requestId = requestId;
    }

    @Override
    public void operationComplete(Future<? super Void> future) throws Exception {
      if (future.isSuccess()) {
        if (logger.isTraceEnabled()) {
          long timeTaken = System.currentTimeMillis() - startTime;
          logger.trace("Sending request {} to {} took {} ms", requestId,
              getRemoteAddress(channel), timeTaken);
        }
      } else {
        String errorMsg = String.format("Failed to send RPC %s to %s: %s", requestId,
            getRemoteAddress(channel), future.cause());
        logger.error(errorMsg, future.cause());
        channel.close();
        try {
          handleFailure(errorMsg, future.cause());
        } catch (Exception e) {
          logger.error("Uncaught exception in RPC response callback handler!", e);
        }
      }
    }

    void handleFailure(String errorMsg, Throwable cause) throws Exception {}
  }

  private class RpcChannelListener extends StdChannelListener {
    final long rpcRequestId;
    final BaseResponseCallback callback;

    RpcChannelListener(long rpcRequestId, BaseResponseCallback callback) {
      super("RPC " + rpcRequestId);
      this.rpcRequestId = rpcRequestId;
      this.callback = callback;
    }

    @Override
    void handleFailure(String errorMsg, Throwable cause) {
      handler.removeRpcRequest(rpcRequestId);
      callback.onFailure(new IOException(errorMsg, cause));
    }
  }

}

相关信息

spark 源码目录

相关文章

spark BaseResponseCallback 源码

spark ChunkFetchFailureException 源码

spark ChunkReceivedCallback 源码

spark MergedBlockMetaResponseCallback 源码

spark RpcResponseCallback 源码

spark StreamCallback 源码

spark StreamCallbackWithID 源码

spark StreamInterceptor 源码

spark TransportClientBootstrap 源码

spark TransportClientFactory 源码

0  赞