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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.

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package com.googlecode.javaewah.datastructure;

import java.nio.LongBuffer;
import java.util.Iterator;

import com.googlecode.javaewah.IntIterator;

/**
 * 
 * This is an immutable version of the BitSet class in this same package.
 * It is meant to be used with memory-file mapping.
 * 
 * 
final FileOutputStream fos = new FileOutputStream(tmpfile);
 *	BitSet Bitmap = BitSet.bitmapOf(0, 2, 55, 64, 512);
 *	Bitmap.serialize(new DataOutputStream(fos));
 *		RandomAccessFile memoryMappedFile = new RandomAccessFile(tmpfile, "r");
 *		ByteBuffer bb = memoryMappedFile.getChannel().map(
 *				FileChannel.MapMode.READ_ONLY, 0, totalcount);
 *		ImmutableBitSet mapped = new ImmutableBitSet(bb.asLongBuffer());
* */ public class ImmutableBitSet implements Cloneable, Iterable,WordArray { /** * Construct a ImmutableBitSet from the content of the LongBuffer * which should have been initialized with BitSet.serialize (from the BitSet in this * same package). * * The input is not modified. * * @param bs the data source */ public ImmutableBitSet(final LongBuffer bs) { int length = (int) bs.get(0); LongBuffer copy = bs.slice(); copy.position(1); data = copy.slice(); data.limit(length); } /** * Get a copy of this ImmutableBitSet as a mutable BitSet. * @return a copy */ public BitSet asBitSet() { BitSet bs = new BitSet(this.size()); this.data.rewind(); this.data.get(bs.data, 0, bs.data.length); return bs; } /** * Compute the number of bits set to 1 * * @return the number of bits */ public int cardinality() { int sum = 0; int length = this.data.limit(); for(int k = 0; k < length; ++k) sum += Long.bitCount(this.data.get(k)); return sum; } @Override public ImmutableBitSet clone() { ImmutableBitSet b; try { b = (ImmutableBitSet) super.clone(); b.data = this.data.duplicate(); return b; } catch (CloneNotSupportedException e) { return null; } } @Override public boolean equals(Object o) { if (o instanceof WordArray) { WordArray bs = (WordArray) o; for (int k = 0; k < Math.min(this.getNumberOfWords(), bs.getNumberOfWords()); ++k) { if (this.getWord(k) != bs.getWord(k)) return false; } WordArray longer = bs.getNumberOfWords() < this.getNumberOfWords() ? this : bs; for (int k = Math.min(this.getNumberOfWords(), bs.getNumberOfWords()); k < Math.max(this.getNumberOfWords(), bs.getNumberOfWords()); ++k) { if (longer.getWord(k) != 0) { return false; } } return true; } return false; } /** * Check whether a bitset contains a set bit. * * @return true if no set bit is found */ public boolean empty() { int length = this.data.limit(); for(int k = 0; k < length; ++k) if (this.data.get(k) != 0) return false; return true; } /** * @param i index * @return value of the bit */ public boolean get(final int i) { return (this.data.get(i / 64) & (1l << (i % 64))) != 0; } @Override public int hashCode() { int b = 31; long hash = 0; int length = this.data.limit(); for(int k = 0; k < length; ++k) { long aData = this.data.get(k); hash = hash * b + aData; } return (int) hash; } /** * Iterate over the set bits * * @return an iterator */ public IntIterator intIterator() { return new IntIterator() { @Override public boolean hasNext() { return this.i >= 0; } @Override public int next() { this.j = this.i; this.i = ImmutableBitSet.this.nextSetBit(this.i + 1); return this.j; } private int i = ImmutableBitSet.this.nextSetBit(0); private int j; }; } @Override public Iterator iterator() { return new Iterator() { @Override public boolean hasNext() { return this.i >= 0; } @Override public Integer next() { this.j = this.i; this.i = ImmutableBitSet.this.nextSetBit(this.i + 1); return this.j; } @Override public void remove() { throw new RuntimeException("Object is immutable"); } private int i = ImmutableBitSet.this.nextSetBit(0); private int j; }; } /** * Checks whether two bitsets intersect. * * @param bs other bitset * @return true if they have a non-empty intersection (result of AND) */ public boolean intersects(BitSet bs) { for (int k = 0; k < Math.min(this.data.limit(), bs.data.length); ++k) { if ((this.data.get(k) & bs.data[k]) != 0) return true; } return false; } /** * Usage: for(int i=bs.nextSetBit(0); i>=0; i=bs.nextSetBit(i+1)) { * operate on index i here } * * @param i current set bit * @return next set bit or -1 */ public int nextSetBit(final int i) { int x = i / 64; if (x >= this.data.limit()) return -1; long w = this.data.get(x); w >>>= (i % 64); if (w != 0) { return i + Long.numberOfTrailingZeros(w); } ++x; for (; x < this.data.limit(); ++x) { if (this.data.get(x) != 0) { return x * 64 + Long.numberOfTrailingZeros(this.data.get(x)); } } return -1; } /** * Usage: for(int i=bs.nextUnsetBit(0); i>=0; i=bs.nextUnsetBit(i+1)) * { operate on index i here } * * @param i current unset bit * @return next unset bit or -1 */ public int nextUnsetBit(final int i) { int x = i / 64; if (x >= this.data.limit()) return -1; long w = ~this.data.get(x); w >>>= (i % 64); if (w != 0) { return i + Long.numberOfTrailingZeros(w); } ++x; for (; x < this.data.limit(); ++x) { if (this.data.get(x) != ~0) { return x * 64 + Long.numberOfTrailingZeros(~this.data.get(x)); } } return -1; } /** * Query the size * * @return the size in bits. */ public int size() { return this.data.limit() * 64; } /** * Iterate over the unset bits * * @return an iterator */ public IntIterator unsetIntIterator() { return new IntIterator() { @Override public boolean hasNext() { return this.i >= 0; } @Override public int next() { this.j = this.i; this.i = ImmutableBitSet.this.nextUnsetBit(this.i + 1); return this.j; } private int i = ImmutableBitSet.this.nextUnsetBit(0); private int j; }; } @Override public int getNumberOfWords() { return data.limit(); } @Override public long getWord(int index) { return data.get(index); } @Override public String toString() { StringBuilder answer = new StringBuilder(); IntIterator i = this.intIterator(); answer.append("{"); if (i.hasNext()) answer.append(i.next()); while (i.hasNext()) { answer.append(","); answer.append(i.next()); } answer.append("}"); return answer.toString(); } private LongBuffer data; }




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