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An efficient event correlation library
/**
* Copyright 2016 Symantec Corporation.
*
* 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 io.symcpe.wraith.aggregators;
import java.util.HashSet;
import java.util.Map;
import java.util.Set;
import io.symcpe.wraith.Constants;
/**
* To count exact values for a given quantity. The maximum hard limit of number
* of accurately counted values is 100K to guarantee predictable performance.
* This aggregator does counting based on a hashset and pre-hashes inbound
* values to integers using MD5 thus ensuring predictable size.
*
*
* Each instance can / will store up to 400K bytes therefore allowing a decent
* count number of accurate aggregations to be run.
*
*
* For quantities greater than 100K, you will need to use
* {@link CoarseCountingAggregator} which utilizes HyperLogLog statistical data
* structure for cardinality analysis.
*
* Limits are enforced by dropping data.
*
* @author ambud_sharma
*/
public class FineCountingAggregator implements CountingAggregator {
private static final boolean DISABLE_HARD_LIMIT_CHECKS = false;
private static final long serialVersionUID = 1L;
private int hardLimit;
private Set set;
public FineCountingAggregator() {
}
private FineCountingAggregator(int hardLimit) {
this.hardLimit = hardLimit;
initialize();
}
@Override
public void initialize(Map conf) {
hardLimit = Integer.parseInt(
conf.getOrDefault(Constants.AGGREGATIONS_FCOUNT_LIMIT, Constants.DEFAULT_AGGREGATION_FCOUNT_LIMIT)
.toString());
initialize();
}
protected void initialize() {
set = new HashSet<>((int) (hardLimit * Constants.SET_CAPACITY_AMPLIFICATION), Constants.HASHSET_LOAD_FACTOR);
}
@Override
public int getHardLimit() {
return hardLimit;
}
@Override
public CountingAggregator getInstance() {
return new FineCountingAggregator(hardLimit);
}
@Override
public long size() {
return set.size();
}
@Override
public boolean add(Object aggregationValue) {
return set.add((Integer)aggregationValue);
}
@Override
public boolean disableLimitChecks() {
return DISABLE_HARD_LIMIT_CHECKS;
}
@Override
public Set getDatastructure() {
return set;
}
@Override
public void reset() {
set.clear();
}
@Override
public long getCardinality() {
return size();
}
}