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The bit array data structure is implemented in Java as the BitSet class. Unfortunately, this fails to scale without compression.
JavaEWAH is a word-aligned compressed variant of the Java bitset class. It uses a 64-bit run-length encoding (RLE) compression scheme.
The goal of word-aligned compression is not to achieve the best compression, but rather to improve query processing time. Hence, we try to save CPU cycles, maybe at the expense of storage. However, the EWAH scheme we implemented is always more efficient storage-wise than an uncompressed bitmap (implemented in Java as the BitSet class). Unlike some alternatives, javaewah does not rely on a patented scheme.
package com.googlecode.javaewah32;
/*
* Copyright 2012, Google Inc.
* Licensed under the Apache License, Version 2.0.
*/
import com.googlecode.javaewah.IntIterator;
import static com.googlecode.javaewah32.EWAHCompressedBitmap32.WORD_IN_BITS;
/**
* The IntIteratorImpl32 is the 32 bit implementation of the IntIterator
* interface, which efficiently returns the stream of integers represented by an
* EWAHIterator32.
*
* @author Colby Ranger
* @since 0.5.6
*/
final class IntIteratorImpl32 implements IntIterator {
private final EWAHIterator32 ewahIter;
private final Buffer32 buffer;
private int position;
private int runningLength;
private int word;
private int wordPosition;
private int wordLength;
private int literalPosition;
private boolean hasnext;
IntIteratorImpl32(EWAHIterator32 ewahIter) {
this.ewahIter = ewahIter;
this.buffer = ewahIter.buffer();
this.hasnext = this.moveToNext();
}
public boolean moveToNext() {
while (!runningHasNext() && !literalHasNext()) {
if (!this.ewahIter.hasNext()) {
return false;
}
setRunningLengthWord(this.ewahIter.next());
}
return true;
}
@Override
public boolean hasNext() {
return this.hasnext;
}
@Override
public int next() {
final int answer;
if (runningHasNext()) {
answer = this.position++;
} else {
final int t = this.word & -this.word;
answer = this.literalPosition + Integer.bitCount(t - 1);
this.word ^= t;
}
this.hasnext = this.moveToNext();
return answer;
}
private void setRunningLengthWord(RunningLengthWord32 rlw) {
this.runningLength = WORD_IN_BITS * rlw.getRunningLength()
+ this.position;
if (!rlw.getRunningBit()) {
this.position = this.runningLength;
}
this.wordPosition = this.ewahIter.literalWords();
this.wordLength = this.wordPosition
+ rlw.getNumberOfLiteralWords();
}
private boolean runningHasNext() {
return this.position < this.runningLength;
}
private boolean literalHasNext() {
while (this.word == 0 && this.wordPosition < this.wordLength) {
this.word = this.buffer.getWord(this.wordPosition++);
this.literalPosition = this.position;
this.position += WORD_IN_BITS;
}
return this.word != 0;
}
}
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