spark通信原理

https://github.com/apache/spark/tree/master/core/src/main/scala/org/apache/spark/network

https://github.com/apache/spark/blob/master/core/src/main/scala/org/apache/spark/network/BlockTransferService.scala

https://github.com/apache/spark/blob/master/core/src/main/scala/org/apache/spark/network/BlockDataManager.scala

package org.apache.spark.network

import scala.reflect.ClassTag

import org.apache.spark.network.buffer.ManagedBuffer
import org.apache.spark.storage.{BlockId, StorageLevel}

private[spark]
trait BlockDataManager {

  /**
   * Interface to get local block data. Throws an exception if the block cannot be found or
   * cannot be read successfully.
   */
  def getBlockData(blockId: BlockId): ManagedBuffer

  /**
   * Put the block locally, using the given storage level.
   *
   * Returns true if the block was stored and false if the put operation failed or the block
   * already existed.
   */
  def putBlockData(
      blockId: BlockId,
      data: ManagedBuffer,
      level: StorageLevel,
      classTag: ClassTag[_]): Boolean

  /**
   * Release locks acquired by [[putBlockData()]] and [[getBlockData()]].
   */
  def releaseLock(blockId: BlockId, taskAttemptId: Option[Long]): Unit
}
package org.apache.spark.network

import java.io.Closeable
import java.nio.ByteBuffer

import scala.concurrent.{Future, Promise}
import scala.concurrent.duration.Duration
import scala.reflect.ClassTag

import org.apache.spark.internal.Logging
import org.apache.spark.network.buffer.{FileSegmentManagedBuffer, ManagedBuffer, NioManagedBuffer}
import org.apache.spark.network.shuffle.{BlockFetchingListener, ShuffleClient, TempFileManager}
import org.apache.spark.storage.{BlockId, StorageLevel}
import org.apache.spark.util.ThreadUtils

private[spark]
abstract class BlockTransferService extends ShuffleClient with Closeable with Logging {

  /**
   * Initialize the transfer service by giving it the BlockDataManager that can be used to fetch
   * local blocks or put local blocks.
   */
  def init(blockDataManager: BlockDataManager): Unit

  /**
   * Tear down the transfer service.
   */
  def close(): Unit

  /**
   * Port number the service is listening on, available only after [[init]] is invoked.
   */
  def port: Int

  /**
   * Host name the service is listening on, available only after [[init]] is invoked.
   */
  def hostName: String

  /**
   * Fetch a sequence of blocks from a remote node asynchronously,
   * available only after [[init]] is invoked.
   *
   * Note that this API takes a sequence so the implementation can batch requests, and does not
   * return a future so the underlying implementation can invoke onBlockFetchSuccess as soon as
   * the data of a block is fetched, rather than waiting for all blocks to be fetched.
   */
  override def fetchBlocks(
      host: String,
      port: Int,
      execId: String,
      blockIds: Array[String],
      listener: BlockFetchingListener,
      tempFileManager: TempFileManager): Unit

  /**
   * Upload a single block to a remote node, available only after [[init]] is invoked.
   */
  def uploadBlock(
      hostname: String,
      port: Int,
      execId: String,
      blockId: BlockId,
      blockData: ManagedBuffer,
      level: StorageLevel,
      classTag: ClassTag[_]): Future[Unit]

  /**
   * A special case of [[fetchBlocks]], as it fetches only one block and is blocking.
   *
   * It is also only available after [[init]] is invoked.
   */
  def fetchBlockSync(
      host: String,
      port: Int,
      execId: String,
      blockId: String,
      tempFileManager: TempFileManager): ManagedBuffer = {
    // A monitor for the thread to wait on.
    val result = Promise[ManagedBuffer]()
    fetchBlocks(host, port, execId, Array(blockId),
      new BlockFetchingListener {
        override def onBlockFetchFailure(blockId: String, exception: Throwable): Unit = {
          result.failure(exception)
        }
        override def onBlockFetchSuccess(blockId: String, data: ManagedBuffer): Unit = {
          data match {
            case f: FileSegmentManagedBuffer =>
              result.success(f)
            case _ =>
              val ret = ByteBuffer.allocate(data.size.toInt)
              ret.put(data.nioByteBuffer())
              ret.flip()
              result.success(new NioManagedBuffer(ret))
          }
        }
      }, tempFileManager)
    ThreadUtils.awaitResult(result.future, Duration.Inf)
  }

  /**
   * Upload a single block to a remote node, available only after [[init]] is invoked.
   *
   * This method is similar to [[uploadBlock]], except this one blocks the thread
   * until the upload finishes.
   */
  def uploadBlockSync(
      hostname: String,
      port: Int,
      execId: String,
      blockId: BlockId,
      blockData: ManagedBuffer,
      level: StorageLevel,
      classTag: ClassTag[_]): Unit = {
    val future = uploadBlock(hostname, port, execId, blockId, blockData, level, classTag)
    ThreadUtils.awaitResult(future, Duration.Inf)
  }
}
原文地址:https://www.cnblogs.com/rsapaper/p/7867914.html