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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.Map;
import com.clearspring.analytics.stream.cardinality.HyperLogLogPlus;
/**
* Coarse grain counting of unique items based on HyperLogLog (plus) probabilistic data structure.
*
* Use of Coarse counting should be used for counts above 10K to millions with about 98-995 accuracy.
*
* @author ambud_sharma
*/
public class CoarseCountingAggregator implements CountingAggregator {
private static final boolean DISABLE_HARD_LIMIT_CHECKS = true;
private static final long serialVersionUID = 1L;
private static final int HLL_PRECISION = 10;
private HyperLogLogPlus hll;
public CoarseCountingAggregator() {
hll = new HyperLogLogPlus(HLL_PRECISION);
}
@Override
public void initialize(Map conf) {
}
@Override
public int getHardLimit() {
// pretty much no limit
return Integer.MAX_VALUE;
}
@Override
public CountingAggregator getInstance() {
return new CoarseCountingAggregator();
}
@Override
public long size() {
return hll.cardinality();
}
@Override
public boolean add(Object aggregationValue) {
return hll.offer((Integer)aggregationValue);
}
@Override
public boolean disableLimitChecks() {
return DISABLE_HARD_LIMIT_CHECKS;
}
@Override
public Object getDatastructure() {
return hll;
}
@Override
public void reset() {
hll = new HyperLogLogPlus(HLL_PRECISION);
}
@Override
public long getCardinality() {
return size();
}
}