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理解MongoDB默认的ObjectID

发表于:2025-02-03 作者:千家信息网编辑
千家信息网最后更新 2025年02月03日,BSON ObjectID SpecificationA BSON ObjectID is a 12-byte value consisting of a 4-byte timestamp (seco
千家信息网最后更新 2025年02月03日理解MongoDB默认的ObjectID

BSON ObjectID Specification

A BSON ObjectID is a 12-byte value consisting of a 4-byte timestamp (seconds since epoch), a 3-byte machine id, a 2-byte process id, and a 3-byte counter. Note that the timestamp and counter fields must be stored big endian unlike the rest of BSON. This is because they are compared byte-by-byte and we want to ensure a mostly increasing order. The format:

01234567891011
timemachinepidinc
  • TimeStamp. This is a unix style timestamp. It is a signed int representing the number of seconds before or after January 1st 1970 (UTC).
  • Machine. This is the first three bytes of the (md5) hash of the machine host name, or of the mac/network address, or the virtual machine id.
  • Pid. This is 2 bytes of the process id (or thread id) of the process generating the object id.
  • Increment. This is an ever incrementing value, or a random number if a counter can't be used in the language/runtime.

BSON ObjectIds can be any 12 byte binary string that is unique; however, the server itself and almost all drivers use the format above.

分段查看ObjectId的指令及结果如下:

  1. > db.test.findOne()._id.toString()
  2. ObjectId("50c6b336ba95d7738d1042e3")
  3. > db.test.findOne()._id.toString().substring(10,18)
  4. 50c6b336
  5. > db.test.findOne()._id.toString().substring(18,24)
  6. ba95d7
  7. > db.test.findOne()._id.toString().substring(24,28)
  8. 738d
  9. > db.test.findOne()._id.toString().substring(28,34)
  10. 1042e3

ObjectId占用12字节的存储空间,由"时间戳" 、"机器名"、"PID号"和"计数器"组成。使用机器名的好处是在分布式环境中能够避免单点计数的性能瓶颈。使用PID号的好处是支持同一机器内运行多个mongod实例。最终采用时间戳和计数器的组合来保证唯一性。

时间戳

确保ObjectId唯一性依赖的是时间的顺序,不依赖时间的取值,因此集群节点的时间不必完全同步。既然ObjectId已经有了时间戳,那么在文档中就可以省掉一个时间戳了。在使用ObjectID提取时间时,应注意到MongoDB允许各节点时间不一致这一细节。

下面是查看时间戳的两种写法:

  1. > db.test1.findOne()._id.getTimestamp()
  2. ISODate("2012-12-12T03:52:45Z")
  3. > Date(parseInt(db.test1.findOne()._id.toString().substring(10,18),16))
  4. Wed Dec 12 2012 12:11:02 GMT+0800

机器名

机器名通过Md5加密后取前三个字节,应该还是有重复概率的,配置生产集群时检查一下总不会错。另外,我也注意到重启MongoDB后MD5加密结果会发生变化,在利用ObjectID提取机器名信息时需格外注意。

PID号

注意到每次重启mongod进程后PID号通常会发生变化就可以了。

计数器

计数器占3个字节,表示的取值范围就是256*256*256-1=16777215。不妨认为MongDB性能的极限是单台设备一秒钟插入一千万条记录。以目前的水平看,单台设备一秒钟插入一万条就很不错了,因此ObjectID计数器的设计是够用的。

循环插入了一些记录,下面的查询中b是循环计数器,可以看出我机器上的ObjectId计数器是按顺序增加的:

  1. > parseInt(db.test.findOne({b:1000})._id.toString().substring(28,34),16)
  2. 1947382
  3. > parseInt(db.test.findOne({b:1001})._id.toString().substring(28,34),16)
  4. 1947383
  5. > parseInt(db.test.findOne({b:1002})._id.toString().substring(28,34),16)
  6. 1947384
  7. > parseInt(db.test.findOne({b:1003})._id.toString().substring(28,34),16)
  8. 1947385

以下代码源自:http://www.cnblogs.com/xjk15082/archive/2011/09/18/2180792.html

  1. 构建objectId
  2. public class ObjectId implements Comparable , java.io.Serializable {
  3. final int _time;
  4. final int _machine;
  5. final int _inc;
  6. boolean _new;
  7. public ObjectId(){
  8. _time = (int) (System.currentTimeMillis() / 1000);
  9. _machine = _genmachine;
  10. _inc = _nextInc.getAndIncrement();
  11. _new = true;
  12. }
  13. ……
  14. }
  1. 机器码和进程码的生成
  2. private static final int _genmachine;
  3. static {
  4. try {
  5. final int machinePiece;
  6. {
  7. StringBuilder sb = new StringBuilder();
  8. Enumeration e = NetworkInterface.getNetworkInterfaces();
  9. while ( e.hasMoreElements() ){
  10. NetworkInterface ni = e.nextElement();
  11. sb.append( ni.toString() );
  12. }
  13. machinePiece = sb.toString().hashCode() << 16;
  14. LOGGER.fine( "machine piece post: " + Integer.toHexString( machinePiece ) );
  15. }
  16. final int processPiece;
  17. {
  18. int processId = new java.util.Random().nextInt();
  19. try {
  20. processId = java.lang.management.ManagementFactory.getRuntimeMXBean().getName().hashCode();
  21. }catch ( Throwable t ){
  22. }
  23. ClassLoader loader = ObjectId.class.getClassLoader();
  24. int loaderId = loader != null ? System.identityHashCode(loader) : 0;
  25. StringBuilder sb = new StringBuilder();
  26. sb.append(Integer.toHexString(processId));
  27. sb.append(Integer.toHexString(loaderId));
  28. processPiece = sb.toString().hashCode() & 0xFFFF;
  29. LOGGER.fine( "process piece: " + Integer.toHexString( processPiece ) );
  30. }
  31. _genmachine = machinePiece | processPiece;
  32. LOGGER.fine( "machine : " + Integer.toHexString( _genmachine ) );
  33. }catch ( java.io.IOException ioe ){
  34. throw new RuntimeException( ioe );
  35. }
  36. }
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