Updated Branches: refs/heads/branch-0.8 25fa229ed -> 504fe7465
Merge pull request #118 from JoshRosen/blockinfo-memory-usage Reduce the memory footprint of BlockInfo objects This pull request reduces the memory footprint of all BlockInfo objects and makes additional optimizations for shuffle blocks. For all BlockInfo objects, these changes remove two boolean fields and one Object field. For shuffle blocks, we additionally remove an Object field and a boolean field. When storing tens of thousands of these objects, this may add up to significant memory savings. A ShuffleBlockInfo now only needs to wrap a single long. This was motivated by a [report of high blockInfo memory usage during shuffles](https://mail-archives.apache.org/mod_mbox/incubator-spark-user/201310.mbox/%3C20131026134353.202b2b9b%40sh9%3E). I haven't run benchmarks to measure the exact memory savings. /cc @aarondav (cherry picked from commit 745dc4290834e8c38d61600e23e4706b0ae47179) Signed-off-by: Reynold Xin <[email protected]> Project: http://git-wip-us.apache.org/repos/asf/incubator-spark/repo Commit: http://git-wip-us.apache.org/repos/asf/incubator-spark/commit/504fe746 Tree: http://git-wip-us.apache.org/repos/asf/incubator-spark/tree/504fe746 Diff: http://git-wip-us.apache.org/repos/asf/incubator-spark/diff/504fe746 Branch: refs/heads/branch-0.8 Commit: 504fe74656de6452c04b415fa27c04bd2f89e5a5 Parents: 25fa229 Author: Matei Zaharia <[email protected]> Authored: Tue Oct 29 23:47:10 2013 -0700 Committer: Reynold Xin <[email protected]> Committed: Sun Nov 3 23:43:03 2013 -0800 ---------------------------------------------------------------------- .../org/apache/spark/storage/BlockInfo.scala | 97 ++++++++++++++++++++ .../org/apache/spark/storage/BlockManager.scala | 59 +----------- 2 files changed, 99 insertions(+), 57 deletions(-) ---------------------------------------------------------------------- http://git-wip-us.apache.org/repos/asf/incubator-spark/blob/504fe746/core/src/main/scala/org/apache/spark/storage/BlockInfo.scala ---------------------------------------------------------------------- diff --git a/core/src/main/scala/org/apache/spark/storage/BlockInfo.scala b/core/src/main/scala/org/apache/spark/storage/BlockInfo.scala new file mode 100644 index 0000000..dbe0bda --- /dev/null +++ b/core/src/main/scala/org/apache/spark/storage/BlockInfo.scala @@ -0,0 +1,97 @@ +/* + * 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.storage + +import java.util.concurrent.ConcurrentHashMap + +private[storage] trait BlockInfo { + def level: StorageLevel + def tellMaster: Boolean + // To save space, 'pending' and 'failed' are encoded as special sizes: + @volatile var size: Long = BlockInfo.BLOCK_PENDING + private def pending: Boolean = size == BlockInfo.BLOCK_PENDING + private def failed: Boolean = size == BlockInfo.BLOCK_FAILED + private def initThread: Thread = BlockInfo.blockInfoInitThreads.get(this) + + setInitThread() + + private def setInitThread() { + // Set current thread as init thread - waitForReady will not block this thread + // (in case there is non trivial initialization which ends up calling waitForReady as part of + // initialization itself) + BlockInfo.blockInfoInitThreads.put(this, Thread.currentThread()) + } + + /** + * Wait for this BlockInfo to be marked as ready (i.e. block is finished writing). + * Return true if the block is available, false otherwise. + */ + def waitForReady(): Boolean = { + if (pending && initThread != Thread.currentThread()) { + synchronized { + while (pending) this.wait() + } + } + !failed + } + + /** Mark this BlockInfo as ready (i.e. block is finished writing) */ + def markReady(sizeInBytes: Long) { + require (sizeInBytes >= 0, "sizeInBytes was negative: " + sizeInBytes) + assert (pending) + size = sizeInBytes + BlockInfo.blockInfoInitThreads.remove(this) + synchronized { + this.notifyAll() + } + } + + /** Mark this BlockInfo as ready but failed */ + def markFailure() { + assert (pending) + size = BlockInfo.BLOCK_FAILED + BlockInfo.blockInfoInitThreads.remove(this) + synchronized { + this.notifyAll() + } + } +} + +private object BlockInfo { + // initThread is logically a BlockInfo field, but we store it here because + // it's only needed while this block is in the 'pending' state and we want + // to minimize BlockInfo's memory footprint. + private val blockInfoInitThreads = new ConcurrentHashMap[BlockInfo, Thread] + + private val BLOCK_PENDING: Long = -1L + private val BLOCK_FAILED: Long = -2L +} + +// All shuffle blocks have the same `level` and `tellMaster` properties, +// so we can save space by not storing them in each instance: +private[storage] class ShuffleBlockInfo extends BlockInfo { + // These need to be defined using 'def' instead of 'val' in order for + // the compiler to eliminate the fields: + def level: StorageLevel = StorageLevel.DISK_ONLY + def tellMaster: Boolean = false +} + +private[storage] class BlockInfoImpl(val level: StorageLevel, val tellMaster: Boolean) + extends BlockInfo { + // Intentionally left blank +} \ No newline at end of file http://git-wip-us.apache.org/repos/asf/incubator-spark/blob/504fe746/core/src/main/scala/org/apache/spark/storage/BlockManager.scala ---------------------------------------------------------------------- diff --git a/core/src/main/scala/org/apache/spark/storage/BlockManager.scala b/core/src/main/scala/org/apache/spark/storage/BlockManager.scala index 42c7ed5..6818ee8 100644 --- a/core/src/main/scala/org/apache/spark/storage/BlockManager.scala +++ b/core/src/main/scala/org/apache/spark/storage/BlockManager.scala @@ -46,61 +46,6 @@ private[spark] class BlockManager( maxMemory: Long) extends Logging { - private class BlockInfo(val level: StorageLevel, val tellMaster: Boolean) { - @volatile var pending: Boolean = true - @volatile var size: Long = -1L - @volatile var initThread: Thread = null - @volatile var failed = false - - setInitThread() - - private def setInitThread() { - // Set current thread as init thread - waitForReady will not block this thread - // (in case there is non trivial initialization which ends up calling waitForReady as part of - // initialization itself) - this.initThread = Thread.currentThread() - } - - /** - * Wait for this BlockInfo to be marked as ready (i.e. block is finished writing). - * Return true if the block is available, false otherwise. - */ - def waitForReady(): Boolean = { - if (initThread != Thread.currentThread() && pending) { - synchronized { - while (pending) this.wait() - } - } - !failed - } - - /** Mark this BlockInfo as ready (i.e. block is finished writing) */ - def markReady(sizeInBytes: Long) { - assert (pending) - size = sizeInBytes - initThread = null - failed = false - initThread = null - pending = false - synchronized { - this.notifyAll() - } - } - - /** Mark this BlockInfo as ready but failed */ - def markFailure() { - assert (pending) - size = 0 - initThread = null - failed = true - initThread = null - pending = false - synchronized { - this.notifyAll() - } - } - } - val shuffleBlockManager = new ShuffleBlockManager(this) val diskBlockManager = new DiskBlockManager( System.getProperty("spark.local.dir", System.getProperty("java.io.tmpdir"))) @@ -581,7 +526,7 @@ private[spark] class BlockManager( if (shuffleBlockManager.consolidateShuffleFiles) { diskBlockManager.mapBlockToFileSegment(blockId, writer.fileSegment()) } - val myInfo = new BlockInfo(StorageLevel.DISK_ONLY, false) + val myInfo = new ShuffleBlockInfo() blockInfo.put(blockId, myInfo) myInfo.markReady(writer.fileSegment().length) }) @@ -608,7 +553,7 @@ private[spark] class BlockManager( // to be dropped right after it got put into memory. Note, however, that other threads will // not be able to get() this block until we call markReady on its BlockInfo. val myInfo = { - val tinfo = new BlockInfo(level, tellMaster) + val tinfo = new BlockInfoImpl(level, tellMaster) // Do atomically ! val oldBlockOpt = blockInfo.putIfAbsent(blockId, tinfo)
