spark OneForOneStreamManager 源码

  • 2022-10-20
  • 浏览 (385)

spark OneForOneStreamManager 代码

文件路径:/common/network-common/src/main/java/org/apache/spark/network/server/OneForOneStreamManager.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.server;

import java.util.Iterator;
import java.util.Map;
import java.util.Random;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.atomic.AtomicLong;

import com.google.common.annotations.VisibleForTesting;
import com.google.common.base.Preconditions;
import io.netty.channel.Channel;
import org.apache.commons.lang3.tuple.ImmutablePair;
import org.apache.commons.lang3.tuple.Pair;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import org.apache.spark.network.buffer.ManagedBuffer;
import org.apache.spark.network.client.TransportClient;

/**
 * StreamManager which allows registration of an Iterator<ManagedBuffer>, which are
 * individually fetched as chunks by the client. Each registered buffer is one chunk.
 */
public class OneForOneStreamManager extends StreamManager {
  private static final Logger logger = LoggerFactory.getLogger(OneForOneStreamManager.class);

  private final AtomicLong nextStreamId;
  private final ConcurrentHashMap<Long, StreamState> streams;

  /** State of a single stream. */
  private static class StreamState {
    final String appId;
    final Iterator<ManagedBuffer> buffers;

    // The channel associated to the stream
    final Channel associatedChannel;
    // Indicates whether the buffers is only materialized when next() is called. Some buffers like
    // ShuffleManagedBufferIterator, ShuffleChunkManagedBufferIterator, ManagedBufferIterator are
    // not materialized until the iterator is traversed by calling next(). We use it to decide
    // whether buffers should be released at connectionTerminated() in order to avoid unnecessary
    // buffer materialization, which could be I/O based.
    final boolean isBufferMaterializedOnNext;

    // Used to keep track of the index of the buffer that the user has retrieved, just to ensure
    // that the caller only requests each chunk one at a time, in order.
    int curChunk = 0;

    // Used to keep track of the number of chunks being transferred and not finished yet.
    final AtomicLong chunksBeingTransferred = new AtomicLong(0L);

    StreamState(
        String appId,
        Iterator<ManagedBuffer> buffers,
        Channel channel,
        boolean isBufferMaterializedOnNext) {
      this.appId = appId;
      this.buffers = Preconditions.checkNotNull(buffers);
      this.associatedChannel = channel;
      this.isBufferMaterializedOnNext = isBufferMaterializedOnNext;
    }
  }

  public OneForOneStreamManager() {
    // For debugging purposes, start with a random stream id to help identifying different streams.
    // This does not need to be globally unique, only unique to this class.
    nextStreamId = new AtomicLong((long) new Random().nextInt(Integer.MAX_VALUE) * 1000);
    streams = new ConcurrentHashMap<>();
  }

  @Override
  public ManagedBuffer getChunk(long streamId, int chunkIndex) {
    StreamState state = streams.get(streamId);
    if (state == null) {
      throw new IllegalStateException(String.format(
        "Requested chunk not available since streamId %s is closed", streamId));
    } else if (chunkIndex != state.curChunk) {
      throw new IllegalStateException(String.format(
        "Received out-of-order chunk index %s (expected %s)", chunkIndex, state.curChunk));
    } else if (!state.buffers.hasNext()) {
      throw new IllegalStateException(String.format(
        "Requested chunk index beyond end %s", chunkIndex));
    }
    state.curChunk += 1;
    ManagedBuffer nextChunk = state.buffers.next();

    if (!state.buffers.hasNext()) {
      logger.trace("Removing stream id {}", streamId);
      streams.remove(streamId);
    }

    return nextChunk;
  }

  @Override
  public ManagedBuffer openStream(String streamChunkId) {
    Pair<Long, Integer> streamChunkIdPair = parseStreamChunkId(streamChunkId);
    return getChunk(streamChunkIdPair.getLeft(), streamChunkIdPair.getRight());
  }

  public static String genStreamChunkId(long streamId, int chunkId) {
    return String.format("%d_%d", streamId, chunkId);
  }

  // Parse streamChunkId to be stream id and chunk id. This is used when fetch remote chunk as a
  // stream.
  public static Pair<Long, Integer> parseStreamChunkId(String streamChunkId) {
    String[] array = streamChunkId.split("_");
    assert array.length == 2:
      "Stream id and chunk index should be specified.";
    long streamId = Long.valueOf(array[0]);
    int chunkIndex = Integer.valueOf(array[1]);
    return ImmutablePair.of(streamId, chunkIndex);
  }

  @Override
  public void connectionTerminated(Channel channel) {
    RuntimeException failedToReleaseBufferException = null;

    // Close all streams which have been associated with the channel.
    for (Map.Entry<Long, StreamState> entry: streams.entrySet()) {
      StreamState state = entry.getValue();
      if (state.associatedChannel == channel) {
        streams.remove(entry.getKey());

        try {
          // Release all remaining buffers.
          while (!state.isBufferMaterializedOnNext && state.buffers.hasNext()) {
            ManagedBuffer buffer = state.buffers.next();
            if (buffer != null) {
              buffer.release();
            }
          }
        } catch (RuntimeException e) {
          if (failedToReleaseBufferException == null) {
            failedToReleaseBufferException = e;
          } else {
            logger.error("Exception trying to release remaining StreamState buffers", e);
          }
        }
      }
    }

    if (failedToReleaseBufferException != null) {
      throw failedToReleaseBufferException;
    }
  }

  @Override
  public void checkAuthorization(TransportClient client, long streamId) {
    if (client.getClientId() != null) {
      StreamState state = streams.get(streamId);
      Preconditions.checkArgument(state != null, "Unknown stream ID.");
      if (!client.getClientId().equals(state.appId)) {
        throw new SecurityException(String.format(
          "Client %s not authorized to read stream %d (app %s).",
          client.getClientId(),
          streamId,
          state.appId));
      }
    }
  }

  @Override
  public void chunkBeingSent(long streamId) {
    StreamState streamState = streams.get(streamId);
    if (streamState != null) {
      streamState.chunksBeingTransferred.incrementAndGet();
    }

  }

  @Override
  public void streamBeingSent(String streamId) {
    chunkBeingSent(parseStreamChunkId(streamId).getLeft());
  }

  @Override
  public void chunkSent(long streamId) {
    StreamState streamState = streams.get(streamId);
    if (streamState != null) {
      streamState.chunksBeingTransferred.decrementAndGet();
    }
  }

  @Override
  public void streamSent(String streamId) {
    chunkSent(OneForOneStreamManager.parseStreamChunkId(streamId).getLeft());
  }

  @Override
  public long chunksBeingTransferred() {
    long sum = 0L;
    for (StreamState streamState: streams.values()) {
      sum += streamState.chunksBeingTransferred.get();
    }
    return sum;
  }

  /**
   * Registers a stream of ManagedBuffers which are served as individual chunks one at a time to
   * callers. Each ManagedBuffer will be release()'d after it is transferred on the wire. If a
   * client connection is closed before the iterator is fully drained, then the remaining
   * materialized buffers will all be release()'d, but some buffers like
   * ShuffleManagedBufferIterator, ShuffleChunkManagedBufferIterator, ManagedBufferIterator should
   * not release, because they have not been materialized before requesting the iterator by
   * the next method.
   *
   * If an app ID is provided, only callers who've authenticated with the given app ID will be
   * allowed to fetch from this stream.
   *
   * This method also associates the stream with a single client connection, which is guaranteed
   * to be the only reader of the stream. Once the connection is closed, the stream will never
   * be used again, enabling cleanup by `connectionTerminated`.
   */
  public long registerStream(
      String appId,
      Iterator<ManagedBuffer> buffers,
      Channel channel,
      boolean isBufferMaterializedOnNext) {
    long myStreamId = nextStreamId.getAndIncrement();
    streams.put(myStreamId, new StreamState(appId, buffers, channel, isBufferMaterializedOnNext));
    return myStreamId;
  }

  public long registerStream(String appId, Iterator<ManagedBuffer> buffers, Channel channel) {
    return registerStream(appId, buffers, channel, false);
  }

  @VisibleForTesting
  public int numStreamStates() {
    return streams.size();
  }
}

相关信息

spark 源码目录

相关文章

spark AbstractAuthRpcHandler 源码

spark BlockPushNonFatalFailure 源码

spark ChunkFetchRequestHandler 源码

spark MessageHandler 源码

spark NoOpRpcHandler 源码

spark RpcHandler 源码

spark StreamManager 源码

spark TransportChannelHandler 源码

spark TransportRequestHandler 源码

spark TransportServer 源码

0  赞