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63 changes: 63 additions & 0 deletions
63
...-cluster/src/main/java/com/alibaba/dubbo/rpc/cluster/loadbalance/AbstractLoadBalance.java
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/* | ||
* Copyright 1999-2011 Alibaba Group. | ||
* | ||
* Licensed 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 com.alibaba.dubbo.rpc.cluster.loadbalance; | ||
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import java.util.List; | ||
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import com.alibaba.dubbo.common.Constants; | ||
import com.alibaba.dubbo.common.URL; | ||
import com.alibaba.dubbo.rpc.Invoker; | ||
import com.alibaba.dubbo.rpc.Invocation; | ||
import com.alibaba.dubbo.rpc.cluster.LoadBalance; | ||
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/** | ||
* AbstractLoadBalance | ||
* | ||
* @author william.liangf | ||
*/ | ||
public abstract class AbstractLoadBalance implements LoadBalance { | ||
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public <T> Invoker<T> select(List<Invoker<T>> invokers, URL url, Invocation invocation) { | ||
if (invokers == null || invokers.size() == 0) | ||
return null; | ||
if (invokers.size() == 1) | ||
return invokers.get(0); | ||
return doSelect(invokers, url, invocation); | ||
} | ||
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protected abstract <T> Invoker<T> doSelect(List<Invoker<T>> invokers, URL url, Invocation invocation); | ||
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protected int getWeight(Invoker<?> invoker, Invocation invocation) { | ||
int weight = invoker.getUrl().getMethodParameter(invocation.getMethodName(), Constants.WEIGHT_KEY, Constants.DEFAULT_WEIGHT); | ||
if (weight > 0) { | ||
long timestamp = invoker.getUrl().getParameter(Constants.TIMESTAMP_KEY, 0L); | ||
if (timestamp > 0L) { | ||
int uptime = (int) (System.currentTimeMillis() - timestamp); | ||
int warmup = invoker.getUrl().getParameter(Constants.WARMUP_KEY, Constants.DEFAULT_WARMUP); | ||
if (uptime > 0 && uptime < warmup) { | ||
weight = calculateWarmupWeight(uptime, warmup, weight); | ||
} | ||
} | ||
} | ||
return weight; | ||
} | ||
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static int calculateWarmupWeight(int uptime, int warmup, int weight) { | ||
int ww = (int) ( (float) uptime / ( (float) warmup / (float) weight ) ); | ||
return ww < 1 ? 1 : (ww > weight ? weight : ww); | ||
} | ||
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} |
149 changes: 149 additions & 0 deletions
149
...er/src/main/java/com/alibaba/dubbo/rpc/cluster/loadbalance/ConsistentHashLoadBalance.java
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/* | ||
* Copyright 1999-2012 Alibaba Group. | ||
* | ||
* Licensed 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 com.alibaba.dubbo.rpc.cluster.loadbalance; | ||
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import java.io.UnsupportedEncodingException; | ||
import java.security.MessageDigest; | ||
import java.security.NoSuchAlgorithmException; | ||
import java.util.List; | ||
import java.util.SortedMap; | ||
import java.util.TreeMap; | ||
import java.util.concurrent.ConcurrentHashMap; | ||
import java.util.concurrent.ConcurrentMap; | ||
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import com.alibaba.dubbo.common.Constants; | ||
import com.alibaba.dubbo.common.URL; | ||
import com.alibaba.dubbo.rpc.Invocation; | ||
import com.alibaba.dubbo.rpc.Invoker; | ||
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/** | ||
* ConsistentHashLoadBalance | ||
* | ||
* @author william.liangf | ||
*/ | ||
public class ConsistentHashLoadBalance extends AbstractLoadBalance { | ||
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private final ConcurrentMap<String, ConsistentHashSelector<?>> selectors = new ConcurrentHashMap<String, ConsistentHashSelector<?>>(); | ||
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@SuppressWarnings("unchecked") | ||
@Override | ||
protected <T> Invoker<T> doSelect(List<Invoker<T>> invokers, URL url, Invocation invocation) { | ||
String key = invokers.get(0).getUrl().getServiceKey() + "." + invocation.getMethodName(); | ||
int identityHashCode = System.identityHashCode(invokers); | ||
ConsistentHashSelector<T> selector = (ConsistentHashSelector<T>) selectors.get(key); | ||
if (selector == null || selector.getIdentityHashCode() != identityHashCode) { | ||
selectors.put(key, new ConsistentHashSelector<T>(invokers, invocation.getMethodName(), identityHashCode)); | ||
selector = (ConsistentHashSelector<T>) selectors.get(key); | ||
} | ||
return selector.select(invocation); | ||
} | ||
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private static final class ConsistentHashSelector<T> { | ||
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private final TreeMap<Long, Invoker<T>> virtualInvokers; | ||
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private final int replicaNumber; | ||
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private final int identityHashCode; | ||
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private final int[] argumentIndex; | ||
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public ConsistentHashSelector(List<Invoker<T>> invokers, String methodName, int identityHashCode) { | ||
this.virtualInvokers = new TreeMap<Long, Invoker<T>>(); | ||
this.identityHashCode = System.identityHashCode(invokers); | ||
URL url = invokers.get(0).getUrl(); | ||
this.replicaNumber = url.getMethodParameter(methodName, "hash.nodes", 160); | ||
String[] index = Constants.COMMA_SPLIT_PATTERN.split(url.getMethodParameter(methodName, "hash.arguments", "0")); | ||
argumentIndex = new int[index.length]; | ||
for (int i = 0; i < index.length; i ++) { | ||
argumentIndex[i] = Integer.parseInt(index[i]); | ||
} | ||
for (Invoker<T> invoker : invokers) { | ||
for (int i = 0; i < replicaNumber / 4; i++) { | ||
byte[] digest = md5(invoker.getUrl().toFullString() + i); | ||
for (int h = 0; h < 4; h++) { | ||
long m = hash(digest, h); | ||
virtualInvokers.put(m, invoker); | ||
} | ||
} | ||
} | ||
} | ||
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public int getIdentityHashCode() { | ||
return identityHashCode; | ||
} | ||
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public Invoker<T> select(Invocation invocation) { | ||
String key = toKey(invocation.getArguments()); | ||
byte[] digest = md5(key); | ||
Invoker<T> invoker = sekectForKey(hash(digest, 0)); | ||
return invoker; | ||
} | ||
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private String toKey(Object[] args) { | ||
StringBuilder buf = new StringBuilder(); | ||
for (int i : argumentIndex) { | ||
if (i >= 0 && i < args.length) { | ||
buf.append(args[i]); | ||
} | ||
} | ||
return buf.toString(); | ||
} | ||
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private Invoker<T> sekectForKey(long hash) { | ||
Invoker<T> invoker; | ||
Long key = hash; | ||
if (!virtualInvokers.containsKey(key)) { | ||
SortedMap<Long, Invoker<T>> tailMap = virtualInvokers.tailMap(key); | ||
if (tailMap.isEmpty()) { | ||
key = virtualInvokers.firstKey(); | ||
} else { | ||
key = tailMap.firstKey(); | ||
} | ||
} | ||
invoker = virtualInvokers.get(key); | ||
return invoker; | ||
} | ||
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private long hash(byte[] digest, int number) { | ||
return (((long) (digest[3 + number * 4] & 0xFF) << 24) | ||
| ((long) (digest[2 + number * 4] & 0xFF) << 16) | ||
| ((long) (digest[1 + number * 4] & 0xFF) << 8) | ||
| (digest[0 + number * 4] & 0xFF)) | ||
& 0xFFFFFFFFL; | ||
} | ||
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private byte[] md5(String value) { | ||
MessageDigest md5; | ||
try { | ||
md5 = MessageDigest.getInstance("MD5"); | ||
} catch (NoSuchAlgorithmException e) { | ||
throw new IllegalStateException(e.getMessage(), e); | ||
} | ||
md5.reset(); | ||
byte[] bytes = null; | ||
try { | ||
bytes = value.getBytes("UTF-8"); | ||
} catch (UnsupportedEncodingException e) { | ||
throw new IllegalStateException(e.getMessage(), e); | ||
} | ||
md5.update(bytes); | ||
return md5.digest(); | ||
} | ||
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} | ||
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} |
86 changes: 86 additions & 0 deletions
86
...uster/src/main/java/com/alibaba/dubbo/rpc/cluster/loadbalance/LeastActiveLoadBalance.java
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@@ -0,0 +1,86 @@ | ||
/* | ||
* Copyright 1999-2011 Alibaba Group. | ||
* | ||
* Licensed 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 com.alibaba.dubbo.rpc.cluster.loadbalance; | ||
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import java.util.List; | ||
import java.util.Random; | ||
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import com.alibaba.dubbo.common.Constants; | ||
import com.alibaba.dubbo.common.URL; | ||
import com.alibaba.dubbo.rpc.Invocation; | ||
import com.alibaba.dubbo.rpc.Invoker; | ||
import com.alibaba.dubbo.rpc.RpcStatus; | ||
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/** | ||
* LeastActiveLoadBalance | ||
* | ||
* @author william.liangf | ||
*/ | ||
public class LeastActiveLoadBalance extends AbstractLoadBalance { | ||
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public static final String NAME = "leastactive"; | ||
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private final Random random = new Random(); | ||
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protected <T> Invoker<T> doSelect(List<Invoker<T>> invokers, URL url, Invocation invocation) { | ||
int length = invokers.size(); // 总个数 | ||
int leastActive = -1; // 最小的活跃数 | ||
int leastCount = 0; // 相同最小活跃数的个数 | ||
int[] leastIndexs = new int[length]; // 相同最小活跃数的下标 | ||
int totalWeight = 0; // 总权重 | ||
int firstWeight = 0; // 第一个权重,用于于计算是否相同 | ||
boolean sameWeight = true; // 是否所有权重相同 | ||
for (int i = 0; i < length; i++) { | ||
Invoker<T> invoker = invokers.get(i); | ||
int active = RpcStatus.getStatus(invoker.getUrl(), invocation.getMethodName()).getActive(); // 活跃数 | ||
int weight = invoker.getUrl().getMethodParameter(invocation.getMethodName(), Constants.WEIGHT_KEY, Constants.DEFAULT_WEIGHT); // 权重 | ||
if (leastActive == -1 || active < leastActive) { // 发现更小的活跃数,重新开始 | ||
leastActive = active; // 记录最小活跃数 | ||
leastCount = 1; // 重新统计相同最小活跃数的个数 | ||
leastIndexs[0] = i; // 重新记录最小活跃数下标 | ||
totalWeight = weight; // 重新累计总权重 | ||
firstWeight = weight; // 记录第一个权重 | ||
sameWeight = true; // 还原权重相同标识 | ||
} else if (active == leastActive) { // 累计相同最小的活跃数 | ||
leastIndexs[leastCount ++] = i; // 累计相同最小活跃数下标 | ||
totalWeight += weight; // 累计总权重 | ||
// 判断所有权重是否一样 | ||
if (sameWeight && i > 0 | ||
&& weight != firstWeight) { | ||
sameWeight = false; | ||
} | ||
} | ||
} | ||
// assert(leastCount > 0) | ||
if (leastCount == 1) { | ||
// 如果只有一个最小则直接返回 | ||
return invokers.get(leastIndexs[0]); | ||
} | ||
if (! sameWeight && totalWeight > 0) { | ||
// 如果权重不相同且权重大于0则按总权重数随机 | ||
int offsetWeight = random.nextInt(totalWeight); | ||
// 并确定随机值落在哪个片断上 | ||
for (int i = 0; i < leastCount; i++) { | ||
int leastIndex = leastIndexs[i]; | ||
offsetWeight -= getWeight(invokers.get(leastIndex), invocation); | ||
if (offsetWeight <= 0) | ||
return invokers.get(leastIndex); | ||
} | ||
} | ||
// 如果权重相同或权重为0则均等随机 | ||
return invokers.get(leastIndexs[random.nextInt(leastCount)]); | ||
} | ||
} |
64 changes: 64 additions & 0 deletions
64
dubbo-cluster/src/main/java/com/alibaba/dubbo/rpc/cluster/loadbalance/RandomLoadBalance.java
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@@ -0,0 +1,64 @@ | ||
/* | ||
* Copyright 1999-2011 Alibaba Group. | ||
* | ||
* Licensed 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 com.alibaba.dubbo.rpc.cluster.loadbalance; | ||
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import java.util.List; | ||
import java.util.Random; | ||
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import com.alibaba.dubbo.common.URL; | ||
import com.alibaba.dubbo.rpc.Invocation; | ||
import com.alibaba.dubbo.rpc.Invoker; | ||
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/** | ||
* random load balance. | ||
* | ||
* @author qianlei | ||
* @author william.liangf | ||
*/ | ||
public class RandomLoadBalance extends AbstractLoadBalance { | ||
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public static final String NAME = "random"; | ||
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private final Random random = new Random(); | ||
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protected <T> Invoker<T> doSelect(List<Invoker<T>> invokers, URL url, Invocation invocation) { | ||
int length = invokers.size(); // 总个数 | ||
int totalWeight = 0; // 总权重 | ||
boolean sameWeight = true; // 权重是否都一样 | ||
for (int i = 0; i < length; i++) { | ||
int weight = getWeight(invokers.get(i), invocation); | ||
totalWeight += weight; // 累计总权重 | ||
if (sameWeight && i > 0 | ||
&& weight != getWeight(invokers.get(i - 1), invocation)) { | ||
sameWeight = false; // 计算所有权重是否一样 | ||
} | ||
} | ||
if (totalWeight > 0 && ! sameWeight) { | ||
// 如果权重不相同且权重大于0则按总权重数随机 | ||
int offset = random.nextInt(totalWeight); | ||
// 并确定随机值落在哪个片断上 | ||
for (int i = 0; i < length; i++) { | ||
offset -= getWeight(invokers.get(i), invocation); | ||
if (offset < 0) { | ||
return invokers.get(i); | ||
} | ||
} | ||
} | ||
// 如果权重相同或权重为0则均等随机 | ||
return invokers.get(random.nextInt(length)); | ||
} | ||
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} |
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