io.ray.streaming.state.keystate.KeyGroupAssignment Maven / Gradle / Ivy
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* 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,
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* See the License for the specific language governing permissions and
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*/
package io.ray.streaming.state.keystate;
import com.google.common.base.Preconditions;
import com.google.common.collect.ImmutableList;
import java.util.List;
import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;
/**
* This class defines key-group assignment algorithm。
*/
public final class KeyGroupAssignment {
/**
* Computes the range of key-groups that are assigned for a given operator instance.
*
* @param maxParallelism Maximal parallelism of the job.
* @param parallelism Parallelism for the job. <= maxParallelism.
* @param index index of the operator instance.
*/
public static KeyGroup getKeyGroup(int maxParallelism, int parallelism, int index) {
Preconditions.checkArgument(maxParallelism >= parallelism,
"Maximum parallelism (%s) must not be smaller than parallelism(%s)", maxParallelism,
parallelism);
int start = index == 0 ? 0 : ((index * maxParallelism - 1) / parallelism) + 1;
int end = ((index + 1) * maxParallelism - 1) / parallelism;
return new KeyGroup(start, end);
}
/**
* Assigning the key to a key-group index.
*
* @param key the key to assign.
* @param maxParallelism the maximum parallelism.
* @return the key-group index to which the given key is assigned.
*/
public static int assignKeyGroupIndexForKey(Object key, int maxParallelism) {
return Math.abs(key.hashCode() % maxParallelism);
}
public static Map> computeKeyGroupToTask(
int maxParallelism,
List targetTasks) {
Map> keyGroupToTask = new ConcurrentHashMap<>();
for (int index = 0; index < targetTasks.size(); index++) {
KeyGroup taskKeyGroup = getKeyGroup(maxParallelism, targetTasks.size(), index);
for (int groupId = taskKeyGroup.getStartIndex(); groupId <= taskKeyGroup.getEndIndex();
groupId++) {
keyGroupToTask.put(groupId, ImmutableList.of(targetTasks.get(index)));
}
}
return keyGroupToTask;
}
}
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