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Roaring bitmaps are compressed bitmaps (also called bitsets) which tend to outperform conventional compressed bitmaps such as WAH or Concise.

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package org.roaringbitmap;


import java.nio.ByteBuffer;
import java.nio.ByteOrder;
import java.util.BitSet;

import static java.lang.Long.numberOfTrailingZeros;


/***
 *
 * This class provides convenience functions to manipulate BitSet and RoaringBitmap objects.
 *
 */
public class BitSetUtil {
  // todo: add a method to convert a RoaringBitmap to a BitSet using BitSet.valueOf

  // a block consists has a maximum of 1024 words, each representing 64 bits,
  // thus representing at maximum 65536 bits
  public static final int BLOCK_LENGTH = BitmapContainer.MAX_CAPACITY / Long.SIZE; //
  // 64-bit
  // word

  /**
   * Creates array container's content char buffer.
   *
   * @param from        first value of the range
   * @param to          last value of the range
   * @param cardinality new buffer cardinality, expected to be less than 4096 and more than present
   *                    values in given bitmap
   * @param words       bitmap
   * @return array container's content char buffer
   */
  public static char[] arrayContainerBufferOf(final int from, final int to, final int cardinality,
                                              final long[] words) {
    // precondition: cardinality is max 4096
    final char[] content = new char[cardinality];
    int index = 0;

    for (int i = from, socket = 0; i < to; ++i, socket += Long.SIZE) {
      long word = words[i];
      while (word != 0) {
        content[index++] = (char) (socket + numberOfTrailingZeros(word));
        word &= (word - 1);
      }
    }
    return content;
  }

  private static ArrayContainer arrayContainerOf(final int from, final int to,
                                                 final int cardinality, final long[] words) {
    return new ArrayContainer(arrayContainerBufferOf(from, to, cardinality, words));
  }


  /**
   * Generate a RoaringBitmap out of a BitSet
   *
   * @param bitSet original bitset (will not be modified)
   * @return roaring bitmap equivalent to BitSet
   */
  public static RoaringBitmap bitmapOf(final BitSet bitSet) {
    return bitmapOf(bitSet.toLongArray());
  }

  /**
   * Generate a RoaringBitmap out of a long[], each long using little-endian representation of its
   * bits
   *
   * @see BitSet#toLongArray() for an equivalent
   * @param words array of longs (will not be modified)
   * @return roaring bitmap
   */
  public static RoaringBitmap bitmapOf(final long[] words) {
    // split long[] into blocks.
    // each block becomes a single container, if any bit is set
    final RoaringBitmap ans = new RoaringBitmap();
    int containerIndex = 0;
    for (int from = 0; from < words.length; from += BLOCK_LENGTH) {
      final int to = Math.min(from + BLOCK_LENGTH, words.length);
      final int blockCardinality = cardinality(from, to, words);
      if (blockCardinality > 0) {
        ans.highLowContainer.insertNewKeyValueAt(containerIndex++, Util.highbits(from * Long.SIZE),
            BitSetUtil.containerOf(from, to, blockCardinality, words));
      }
    }
    return ans;
  }

  /**
   * Efficiently generate a RoaringBitmap from an uncompressed byte array or ByteBuffer
   * This method tries to minimise all kinds of memory allocation
   *
   * @param bb the uncompressed bitmap
   * @param fastRank if set, returned bitmap is of type
   *                 {@link org.roaringbitmap.FastRankRoaringBitmap}
   * @return roaring bitmap
   */
  public static RoaringBitmap bitmapOf(ByteBuffer bb, boolean fastRank) {
    return bitmapOf(bb, fastRank, new long[BLOCK_LENGTH]);
  }

  /**
   * Efficiently generate a RoaringBitmap from an uncompressed byte array or ByteBuffer
   * This method tries to minimise all kinds of memory allocation
   * 
* You can provide a cached wordsBuffer for avoiding 8 KB of extra allocation on every call * No reference is kept to the wordsBuffer, so it can be cached as a ThreadLocal * * @param bb the uncompressed bitmap * @param fastRank if set, returned bitmap is of type * {@link org.roaringbitmap.FastRankRoaringBitmap} * @param wordsBuffer buffer of length {@link BitSetUtil#BLOCK_LENGTH} * @return roaring bitmap */ public static RoaringBitmap bitmapOf(ByteBuffer bb, boolean fastRank, long[] wordsBuffer) { if (wordsBuffer.length != BLOCK_LENGTH) { throw new IllegalArgumentException("wordsBuffer length should be " + BLOCK_LENGTH); } bb = bb.slice().order(ByteOrder.LITTLE_ENDIAN); final RoaringBitmap ans = fastRank ? new FastRankRoaringBitmap() : new RoaringBitmap(); // split buffer into blocks of long[] int containerIndex = 0; int blockLength = 0, blockCardinality = 0, offset = 0; long word; while (bb.remaining() >= 8) { word = bb.getLong(); // Add read long to block wordsBuffer[blockLength++] = word; blockCardinality += Long.bitCount(word); // When block is full, add block to bitmap if (blockLength == BLOCK_LENGTH) { // Each block becomes a single container, if any bit is set if (blockCardinality > 0) { ans.highLowContainer.insertNewKeyValueAt(containerIndex++, Util.highbits(offset), BitSetUtil.containerOf(0, blockLength, blockCardinality, wordsBuffer)); } /* Offset can overflow when bitsets size is more than Integer.MAX_VALUE - 64 It's harmless though, as it will happen after the last block is added */ offset += (BLOCK_LENGTH * Long.SIZE); blockLength = blockCardinality = 0; } } if (bb.remaining() > 0) { // Read remaining (less than 8) bytes // We can do this in while loop also, it will probably slow things down a bit though word = 0; for (int remaining = bb.remaining(), j = 0; j < remaining; j++) { word |= (bb.get() & 0xffL) << (8 * j); } // Add last word to block, only if any bit is set if (word != 0) { wordsBuffer[blockLength++] = word; blockCardinality += Long.bitCount(word); } } // Add block to map, if any bit is set if (blockCardinality > 0) { ans.highLowContainer.insertNewKeyValueAt(containerIndex, Util.highbits(offset), BitSetUtil.containerOf(0, blockLength, blockCardinality, wordsBuffer)); } return ans; } private static int cardinality(final int from, final int to, final long[] words) { int sum = 0; for (int i = from; i < to; i++) { sum += Long.bitCount(words[i]); } return sum; } private static Container containerOf(final int from, final int to, final int blockCardinality, final long[] words) { // find the best container available if (blockCardinality <= ArrayContainer.DEFAULT_MAX_SIZE) { // containers with DEFAULT_MAX_SIZE or less integers should be // ArrayContainers return arrayContainerOf(from, to, blockCardinality, words); } else { // otherwise use bitmap container long[] container = new long[BLOCK_LENGTH]; System.arraycopy(words, from, container, 0, to - from); return new BitmapContainer(container, blockCardinality); } } /** * Compares a RoaringBitmap and a BitSet. They are equal if and only if they contain the same set * of integers. * * @param bitset first object to be compared * @param bitmap second object to be compared * @return whether they are equals */ public static boolean equals(final BitSet bitset, final RoaringBitmap bitmap) { if (bitset.cardinality() != bitmap.getCardinality()) { return false; } final IntIterator it = bitmap.getIntIterator(); while (it.hasNext()) { int val = it.next(); if (!bitset.get(val)) { return false; } } return true; } }




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