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/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* 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, 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 org.apache.sysds.runtime.privacy.finegrained;
import java.util.AbstractMap;
import java.util.ArrayList;
import java.util.LinkedHashMap;
import java.util.Map;
import java.util.Map.Entry;
import org.apache.sysds.runtime.privacy.PrivacyConstraint.PrivacyLevel;
/**
* Simple implementation of retrieving fine-grained privacy constraints based on
* iterating a LinkedHashMap.
*/
public class FineGrainedPrivacyMap implements FineGrainedPrivacy {
private Map<DataRange, PrivacyLevel> constraintCollection = new LinkedHashMap<>();
@Override
public void put(DataRange dataRange, PrivacyLevel privacyLevel) {
constraintCollection.put(dataRange, privacyLevel);
}
@Override
public Map<DataRange, PrivacyLevel> getPrivacyLevel(DataRange searchRange) {
Map<DataRange, PrivacyLevel> matches = new LinkedHashMap<>();
constraintCollection.forEach((range, level) -> {
if (range.overlaps(searchRange))
matches.put(range, level);
});
return matches;
}
@Override
public Map<DataRange, PrivacyLevel> getPrivacyLevelOfElement(long[] searchIndex) {
Map<DataRange, PrivacyLevel> matches = new LinkedHashMap<>();
constraintCollection.forEach((range, level) -> {
if (range.contains(searchIndex))
matches.put(range, level);
});
return matches;
}
@Override
public DataRange[] getDataRangesOfPrivacyLevel(PrivacyLevel privacyLevel) {
ArrayList<DataRange> matches = new ArrayList<>();
constraintCollection.forEach((k, v) -> {
if (v == privacyLevel)
matches.add(k);
});
return matches.toArray(new DataRange[0]);
}
@Override
public void removeAllConstraints() {
constraintCollection.clear();
}
@Override
public boolean hasConstraints() {
return !constraintCollection.isEmpty();
}
@Override
public Map<String, long[][][]> getAllConstraints() {
ArrayList<long[][]> privateRanges = new ArrayList<>();
ArrayList<long[][]> aggregateRanges = new ArrayList<>();
constraintCollection.forEach((range, privacylevel) -> {
if (privacylevel == PrivacyLevel.Private)
privateRanges.add(new long[][] { range.getBeginDims(), range.getEndDims() });
else if (privacylevel == PrivacyLevel.PrivateAggregation)
aggregateRanges.add(new long[][] { range.getBeginDims(), range.getEndDims() });
});
Map<String, long[][][]> constraintMap = new LinkedHashMap<>();
constraintMap.put(PrivacyLevel.Private.name(), privateRanges.toArray(new long[0][][]));
constraintMap.put(PrivacyLevel.PrivateAggregation.name(), privateRanges.toArray(new long[0][][]));
return constraintMap;
}
@Override
public ArrayList<Entry<DataRange, PrivacyLevel>> getAllConstraintsList() {
ArrayList<Map.Entry<DataRange, PrivacyLevel>> outputList = new ArrayList<>();
constraintCollection.forEach((k,v)->outputList.add(new AbstractMap.SimpleEntry<>(k,v)));
return outputList;
}
}