SoftReferences与Weakreferences / OutOfMemoryError

时间:2013-01-02 19:46:20

标签: java reference memory-leaks out-of-memory weak

我遇到了处理软引用和弱引用的问题。代码有一个可以切换的标志 软引用和弱引用之间的所有逻辑。虽然看起来很弱,所以似乎都是 为了工作正常,使用软引用我一直得到OutOfMemoryError。 这种情况发生在MacOSX上的JDK7和JDK6以及Debian上的IcedTea6。 但是,带有G1收集器的JDK7是我发现使用软引用的设置, 我试过的其他一切(串行/并行GC,-client / -server等)都失败了 例外。

代码有点大,但我试图尽可能地缩小代码,同时保留问题 我在其上面留下了一个大量的评论,更详细地描述了如何重现 这个问题。

/*
 *
 * Leakling.java
 *
 *
 * Issue:
 *
 *
 *   This code throws OutOfMemoryError when using soft references, whereas weak references
 *   work ok. Moreover, with JDK7 G1 garbage collector soft references work as well. Other
 *   collectors seem to fail. Code was tested with MacOSX 10.8.2 JDKs 1.7.0_10-b18 and
 *   1.6.0_37-b06-434-11M3909, with Debian 6.0 IcedTea6 1.8.13.
 *   Various command line options including -Xmx, -client/-server, -XX:+UseParallelOldGC,
 *   -XX:+UseSerialGC were tested.
 *
 *
 * Examples:
 *
 *
 * 1. Default options, weak references, this works, counters go up and down,
 *    but everything keeps going just as expected:
 *
 *   java -Xmx50m Leakling \
 *       --loop-delay=10 --min-chunk-size=1000 --max-chunk-size=100000 --use-soft-references=false
 *
 *
 * 2. Default options, soft references, this eventually throws the exception:
 *
 *   java -Xmx50m Leakling \
 *       --loop-delay=10 --min-chunk-size=1000 --max-chunk-size=100000 --use-soft-references=true
 *
 *
 * 3. G1 collector (IcedTea6 doesn't support it), weak references, this works, but it did anyway:
 *
 *   java -XX:+UseG1GC -Xmx50m Leakling \
 *       --loop-delay=10 --min-chunk-size=1000 --max-chunk-size=100000 --use-soft-references=false
 *
 *
 * 4. G1 collector, soft references, this works with JDK7.
 *    JDK6 seems to just stop after having hit memory limit (with no message whatsoever).
 *
 *   java -XX:+UseG1GC -Xmx50m Leakling \
 *       --loop-delay=10 --min-chunk-size=1000 --max-chunk-size=100000 --use-soft-references=true
 *
 *
 * jarek, 02.01.2013
 *
 *
 */

import java.lang.ref.*;
import java.util.*;

public class Leakling {
  private static final String TAG = "memory-chunk-";


  class Chunk {
    final String name;
    final int size;
    final private byte[] mem;

    Chunk(String name, int minSize, int maxSize, Random randomizer) {
      int currSize = minSize;
      if (maxSize > minSize) {
        currSize += randomizer.nextInt(maxSize - minSize + 1);
      }
      this.size = currSize;
      this.mem = new byte[currSize];
      this.name = name;
      log(this + " has been created (" + currSize + " bytes)");
    }

    @Override
    public void finalize() throws Throwable {
      log(this + " is finalizing");
    }

    @Override
    public String toString() {
      return name + " of " + getReadableMemorySize(size);
    }
  }


  class WeakChunk extends WeakReference<Chunk> {
    final String name;

    public WeakChunk(Chunk chunk, ReferenceQueue<Chunk> queue) {
      super(chunk, queue);
      this.name = chunk.name;
    }

    @Override
    public String toString() {
      return "weak reference of " + name + " is " + ((get() == null) ? "null" : "alive");
    }
  }


  class SoftChunk extends SoftReference<Chunk> {
    final String name;

    public SoftChunk(Chunk chunk, ReferenceQueue<Chunk> queue) {
      super(chunk, queue);
      this.name = chunk.name;
    }

    @Override
    public String toString() {
      return "soft reference of " + name + " is " + ((get() == null) ? "null" : "alive");
    }
  }

  // Logging as implemented here gives extra timing info (secs.milis starting from the initialization).
  private final long start = System.currentTimeMillis();
  private final Formatter formatter = new Formatter(System.err);
  private final String formatString = "%1$d.%2$03d %3$s\n";

  // I found this be better synchronized...
  synchronized void log(Object o) {
    long curr = System.currentTimeMillis();
    long diff = curr - start;
    formatter.format(formatString, (int) (diff / 1000), (int) (diff % 1000), o.toString());
  }

  private final ArrayList<Chunk> allChunks = new ArrayList<Chunk>();
  private final ReferenceQueue<Chunk> softReferences = new ReferenceQueue<Chunk>();
  private final ReferenceQueue<Chunk> weakReferences = new ReferenceQueue<Chunk>();
  private final HashSet<Reference<Chunk>> allReferences = new HashSet<Reference<Chunk>>();
  private final Random randomizer = new Random();

  private int loopDelay = 200;
  private int minChunkSize = 100;
  private int maxChunkSize = 1000;
  private int chunkCounter = 0;
  private boolean useSoftReferences = false;
  private long minMemory = 10 * 1024 * 1024;  // Default range is 10-30MB
  private long maxMemory = 3 * minMemory;
  private long usedMemory = 0;

  private String getReadableMemorySize(long size) {
    if (size >= 1024 * 1024) {
      return (float) (Math.round((((float) size) / 1024f / 1024f) * 10f)) / 10f + "MB";
    }
    if (size >= 1024) {
      return (float) (Math.round((((float) size) / 1024f) * 10f)) / 10f + "kB";
    } else if (size > 0) {
      return size + "B";
    } else {
      return "0";
    }
  }

  private void allocMem() {
    Chunk chunk = new Chunk(TAG + chunkCounter++, minChunkSize, maxChunkSize, randomizer);
    allChunks.add(chunk);
    Reference ref = useSoftReferences
            ? (new SoftChunk(chunk, softReferences)) : (new WeakChunk(chunk, weakReferences));
    allReferences.add(ref);
    log(ref);
    usedMemory += chunk.size;
  }

  private void freeMem() {
    if (allChunks.size() < 1) {
      return;
    }
    int i = randomizer.nextInt(allChunks.size());
    Chunk chunk = allChunks.get(i);
    log("freeing " + chunk);
    usedMemory -= chunk.size;
    allChunks.remove(i);
  }

  private int statMem() throws Exception {
    for (Reference ref; (ref = softReferences.poll()) != null;) {
      log(ref);
      allReferences.remove(ref);
    }
    for (Reference ref; (ref = weakReferences.poll()) != null;) {
      log(ref);
      allReferences.remove(ref);
    }
    int weakRefs = 0;
    int softRefs = 0;
    for (Iterator<Reference<Chunk>> i = allReferences.iterator(); i.hasNext();) {
      Reference<Chunk> ref = i.next();
      if (ref.get() == null) {
        continue;
      }
      if (ref instanceof WeakChunk) {
        weakRefs++;
      }
      if (ref instanceof SoftChunk) {
        softRefs++;
      }
    }
    log(allChunks.size() + " chunks, "
            + softRefs + " soft refs, "
            + weakRefs + " weak refs, "
            + getReadableMemorySize(usedMemory) + " used, "
            + getReadableMemorySize(Runtime.getRuntime().freeMemory()) + " free, "
            + getReadableMemorySize(Runtime.getRuntime().totalMemory()) + " total, "
            + getReadableMemorySize(Runtime.getRuntime().maxMemory()) + " max");
    if (loopDelay > 1) {
      Thread.sleep(loopDelay);
    }
    return (int)((100 * usedMemory) / maxMemory); // Return % of maxMemory being used.
  }

  public Leakling(String[] args) throws Exception {
    for (String arg : args) {
      if (arg.startsWith("--min-memory=")) {
        minMemory = Long.parseLong(arg.substring("--min-memory=".length()));
      } else if (arg.startsWith("--max-memory=")) {
        maxMemory = Long.parseLong(arg.substring("--max-memory=".length()));
      } else if (arg.startsWith("--min-chunk-size=")) {
        minChunkSize = Integer.parseInt(arg.substring("--min-chunk-size=".length()));
      } else if (arg.startsWith("--max-chunk-size=")) {
        maxChunkSize = Integer.parseInt(arg.substring("--max-chunk-size=".length()));
      } else if (arg.startsWith("--loop-delay=")) {
        loopDelay = Integer.parseInt(arg.substring("--loop-delay=".length()));
      } else if (arg.startsWith("--use-soft-references=")) {
        useSoftReferences = Boolean.parseBoolean(arg.substring("--use-soft-references=".length()));
      } else {
        throw new Exception("Unknown command line option...");
      }
    }
  }

  public void run() throws Exception {
    log("Mem test started...");

    while(true) {
      log("going up...");
      do {// First loop allocates memory up to the given limit in a pseudo-random fashion.
          // Randomized rate of allocations/frees is about 4:1 as per the 10>=8 condition.
        if (randomizer.nextInt(10) >= 8) {
          freeMem();
        } else {
          allocMem();
        }
      } while (statMem() < 90); // Repeat until 90% of the given mem limit is hit...

      log("going down...");
      do {// Now do the reverse. Frees are four times more likely than allocations are.
        if (randomizer.nextInt(10) < 8) {
          freeMem();
        } else {
          allocMem();
        }
      } while (usedMemory > minMemory);
    }
  }

  public static void main(String[] args) throws Exception {
    (new Leakling(args)).run();
  }
}

2 个答案:

答案 0 :(得分:6)

首先,不要混合使用参考文献的终结者。两者都会影响对象从内存中删除的速度,使用适当的引用类型可以更好地完成终结器的所有操作。

其次,正如我所提到的,可能存在与使用引用相关的gc延迟。至少对于“常见”gc算法,弱/软引用的对象可能在完全回收之前需要额外的gc运行。弱引用和软引用之间的本质区别在于弱引用是积极的gc,而软引用通常是“尽可能长”。这很可能是什么让你感到高兴。

当你使用弱引用对象运行时,东西会随着时间的推移被清理掉,让你避免使用OOME。

当您使用轻度引用的对象运行时,所有软引用的对象都将保持不变,直到您接近极限。然后,当内存变得紧张时,gc会尝试开始释放软引用的对象,但是它需要太长时间(因为它可能需要多次gc传递以完全回收内存)并且你最终得到了一个OOME。

我对G1 gc只有肤浅的知识,所以我不知道为什么它在那个场景中“有效”。

总之,软引用很不错,但由于回收延迟,它们并不总能像你想的那样好。此外,这是一个great article,还有一些其他有用的细节。

答案 1 :(得分:4)

摆脱终结者。

对象终结发生在一个单独的线程中,直到最终完成后才能真正回收内存。在你的终结器中,你正在进行系统调用(输出),这将引入一个等待进入该线程。当你处于内存极限时,任何终结器等待引起OOM都非常容易。

至于弱与弱的区别:我们的引用将在次要集合中被回收,而软引用将不会被回收(我没有检查过;可能是控制软引用的生命周期的标志将仅允许它存在于多个次要集合中)。终结器线程很可能跟上丢弃的弱引用对象。