標籤:
package hash;
import java.nio.ByteBuffer;
import java.nio.ByteOrder;
import java.util.List;
import java.util.SortedMap;
import java.util.TreeMap;
public class Shard {
private TreeMap<Long, String> nodes; // 虛擬節點
private List<String> shards; // 真實機器節點
private final int NODE_NUM = 100; // 每個機器節點關聯的虛擬節點個數
public Shard(List<String> shards) {
super();
this.shards = shards;
init();
}
private void init() { // 初始化一致性hash環
nodes = new TreeMap<Long, String>();
for (int i = 0; i != shards.size(); ++i) { // 每個真實機器節點都需要關聯虛擬節點
final String shardInfo = shards.get(i);
for (int n = 0; n < NODE_NUM; n++)
// 一個真實機器節點關聯NODE_NUM個虛擬節點
nodes.put(hash("SHARD-" + i + "-NODE-" + n), shardInfo);
}
}
public String getShardInfo(String key) {
SortedMap<Long, String> tail = nodes.tailMap(hash(key)); // 沿環的順時針找到一個虛擬節點
if (tail.size() == 0) {
return nodes.get(nodes.firstKey());
}
return tail.get(tail.firstKey()); // 返回該虛擬節點對應的真實機器節點的資訊
}
/**
* MurMurHash演算法,是非加密HASH演算法,效能很高,
* 比傳統的CRC32,MD5,SHA-1(這兩個演算法都是加密HASH演算法,複雜度本身就很高,帶來的效能上的損害也不可避免)
* 等HASH演算法要快很多,而且據說這個演算法的碰撞率很低.
* http://murmurhash.googlepages.com/
*/
private Long hash(String key) {
ByteBuffer buf = ByteBuffer.wrap(key.getBytes());
int seed = 0x1234ABCD;
ByteOrder byteOrder = buf.order();
buf.order(ByteOrder.LITTLE_ENDIAN);
long m = 0xc6a4a7935bd1e995L;
int r = 47;
long h = seed ^ (buf.remaining() * m);
long k;
while (buf.remaining() >= 8) {
k = buf.getLong();
k *= m;
k ^= k >>> r;
k *= m;
h ^= k;
h *= m;
}
if (buf.remaining() > 0) {
ByteBuffer finish = ByteBuffer.allocate(8).order(
ByteOrder.LITTLE_ENDIAN);
// for big-endian version, do this first:
// finish.position(8-buf.remaining());
finish.put(buf).rewind();
h ^= finish.getLong();
h *= m;
}
h ^= h >>> r;
h *= m;
h ^= h >>> r;
buf.order(byteOrder);
return h;
}
}
public class Hash {
public static void main(String[] args) {
// TODO Auto-generated method stub
List<String> popIDs = new ArrayList<String>();
popIDs.add("111");
popIDs.add("222");
popIDs.add("333");
popIDs.add("444");
popIDs.add("555");
Shard s = new Shard(popIDs);
for(int i=0;i<4;i++)
{
System.out.println(s.getShardInfo("100000000000000001"+i));
}
}
java 一致性雜湊源碼 轉