org.apache.datasketches.tuple.Intersection Maven / Gradle / Ivy
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* http://www.apache.org/licenses/LICENSE-2.0
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* Unless required by applicable law or agreed to in writing,
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package org.apache.datasketches.tuple;
import static java.lang.Math.min;
import java.lang.reflect.Array;
import org.apache.datasketches.ResizeFactor;
import org.apache.datasketches.SketchesStateException;
/**
* Computes an intersection of two or more generic tuple sketches.
* A new instance represents the Universal Set.
* Every update() computes an intersection with the internal set
* and can only reduce the internal set.
* @param Type of Summary
*/
public class Intersection {
private final SummarySetOperations summarySetOps_;
private QuickSelectSketch sketch_;
private boolean isEmpty_;
private long theta_;
private boolean isFirstCall_;
/**
* Creates new instance
* @param summarySetOps instance of SummarySetOperations
*/
public Intersection(final SummarySetOperations summarySetOps) {
summarySetOps_ = summarySetOps;
isEmpty_ = false; // universal set at the start
theta_ = Long.MAX_VALUE;
isFirstCall_ = true;
}
/**
* Updates the internal set by intersecting it with the given sketch
* @param sketchIn input sketch to intersect with the internal set
*/
@SuppressWarnings({ "unchecked", "null" })
public void update(final Sketch sketchIn) {
final boolean isFirstCall = isFirstCall_;
isFirstCall_ = false;
if (sketchIn == null) {
isEmpty_ = true;
sketch_ = null;
return;
}
theta_ = min(theta_, sketchIn.getThetaLong());
isEmpty_ |= sketchIn.isEmpty();
if (isEmpty_ || (sketchIn.getRetainedEntries() == 0)) {
sketch_ = null;
return;
}
// assumes that constructor of QuickSelectSketch bumps the requested size up to the nearest power of 2
if (isFirstCall) {
sketch_ = new QuickSelectSketch<>(sketchIn.getRetainedEntries(), ResizeFactor.X1.lg(), null);
final SketchIterator it = sketchIn.iterator();
while (it.next()) {
final S summary = (S)it.getSummary().copy();
sketch_.insert(it.getKey(), summary);
}
} else {
if (sketch_ == null) {
return;
}
final int matchSize = min(sketch_.getRetainedEntries(), sketchIn.getRetainedEntries());
final long[] matchKeys = new long[matchSize];
S[] matchSummaries = null;
int matchCount = 0;
final SketchIterator it = sketchIn.iterator();
while (it.next()) {
final S summary = sketch_.find(it.getKey());
if (summary != null) {
matchKeys[matchCount] = it.getKey();
if (matchSummaries == null) {
matchSummaries = (S[]) Array.newInstance(summary.getClass(), matchSize);
}
matchSummaries[matchCount] =
summarySetOps_.intersection(summary, it.getSummary());
matchCount++;
}
}
sketch_ = null;
if (matchCount > 0) {
sketch_ = new QuickSelectSketch<>(matchCount, ResizeFactor.X1.lg(), null);
for (int i = 0; i < matchCount; i++) {
sketch_.insert(matchKeys[i], matchSummaries[i]);
}
}
}
if (sketch_ != null) {
sketch_.setThetaLong(theta_);
sketch_.setNotEmpty();
}
}
/**
* Gets the internal set as a CompactSketch
* @return result of the intersections so far
*/
public CompactSketch getResult() {
if (isFirstCall_) {
throw new SketchesStateException(
"getResult() with no intervening intersections is not a legal result.");
}
if (sketch_ == null) {
return new CompactSketch<>(null, null, theta_, isEmpty_);
}
return sketch_.compact();
}
/**
* Resets the internal set to the initial state, which represents the Universal Set
*/
public void reset() {
isEmpty_ = false;
theta_ = Long.MAX_VALUE;
sketch_ = null;
isFirstCall_ = true;
}
}
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