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A multi-threaded implementation of the LCM (Linear Closed itemsets Miner) algorithm proposed by T.Uno and H.Arimura
/*
This file is part of jLCM - see https://github.com/martinkirch/jlcm/
Copyright 2013,2014 Martin Kirchgessner, Vincent Leroy, Alexandre Termier, Sihem Amer-Yahia, Marie-Christine Rousset, Université Joseph Fourier and CNRS
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
or see the LICENSE.txt file joined with this program.
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 fr.liglab.jlcm.internals;
import fr.liglab.jlcm.PLCM;
import fr.liglab.jlcm.PLCM.PLCMCounters;
import fr.liglab.jlcm.internals.tidlist.TidList;
import gnu.trove.iterator.TIntIterator;
/**
* A stateless Selector that may throw WrongFirstParentException
*
* Allows to perform first-parent test BEFORE performing item counting for a
* candidate extension
*/
final class FirstParentTest extends Selector {
@Override
protected PLCMCounters getCountersKey() {
return PLCMCounters.FirstParentTestRejections;
}
FirstParentTest() {
super();
}
FirstParentTest(Selector follower) {
super(follower);
}
@Override
protected Selector copy(Selector newNext) {
if (newNext == null && this.getNext() == null) {
return this;
} else {
return new FirstParentTest(newNext);
}
}
private boolean isAincludedInB(final TIntIterator aIt, final TIntIterator bIt) {
int tidA = 0;
int tidB = 0;
while (aIt.hasNext() && bIt.hasNext()) {
tidA = aIt.next();
tidB = bIt.next();
while (tidB < tidA && bIt.hasNext()) {
tidB = bIt.next();
}
if (tidB > tidA) {
return false;
}
}
return tidA == tidB && !aIt.hasNext();
}
/**
* returns true or throws a WrongFirstParentException
*/
@Override
protected boolean allowExploration(int extension, ExplorationStep state) throws WrongFirstParentException {
final int[] supportCounts = state.counters.supportCounts;
final TidList occurrencesLists = state.dataset.tidLists;
final int candidateSupport = supportCounts[extension];
for (int i = state.counters.maxFrequent; i > extension; i--) {
if (supportCounts[i] >= candidateSupport) {
TIntIterator candidateOccurrences = occurrencesLists.get(extension);
final TIntIterator iOccurrences = occurrencesLists.get(i);
if (isAincludedInB(candidateOccurrences, iOccurrences)) {
((PLCM.PLCMThread) Thread.currentThread()).counters[PLCMCounters.FirstParentTestRejections
.ordinal()]++;
throw new WrongFirstParentException(extension, i);
}
}
}
return true;
}
}