SPECIES_256 = IntVector.SPECIES_256;
+ static final int VLEN_512 = 16;
+ static final int VLEN_256 = 8;
+ static final int BLOCK_SIZE = 256;
+
+ private static void fastpackOddBit(final int[] in, int inpos, final int[] out,
+ int outpos, int b, final int[] ho,
+ final int[] lc) {
+ final int mask = (1 << b) - 1;
+ final int N = 31 / b;
+ var iV = IntVector.fromArray(SPECIES_256, in, inpos);
+ var oV = iV.and(mask);
+ int n = 1;
+ for (; n <= N; n++) {
+ iV = IntVector.fromArray(SPECIES_256, in, inpos + n * VLEN_256);
+ oV = iV.and(mask).lanewise(VectorOperators.LSHL, b * n).or(oV);
+ }
+ oV.intoArray(out, outpos);
+ outpos += VLEN_256;
+
+ final int L = b - 1;
+ for (int i = 0; i < L; i++) {
+ oV = iV.and(mask).lanewise(VectorOperators.LSHR, ho[i]);
+ for (int j = 0; j < lc[i]; j++) {
+ iV = IntVector.fromArray(SPECIES_256, in, inpos + n * VLEN_256);
+ oV = iV.and(mask)
+ .lanewise(VectorOperators.LSHL, b * j + (b - ho[i]))
+ .or(oV);
+ n++;
+ }
+ oV.intoArray(out, outpos);
+ outpos += VLEN_256;
+ }
+ }
+
+ private static void fastpackOddBitNoMask(final int[] in, int inpos,
+ final int[] out, int outpos, int b,
+ final int[] ho, final int[] lc) {
+ final int N = 31 / b;
+ var iV = IntVector.fromArray(SPECIES_256, in, inpos);
+ var oV = iV;
+ int n = 1;
+ for (; n <= N; n++) {
+ iV = IntVector.fromArray(SPECIES_256, in, inpos + n * VLEN_256);
+ oV = iV.lanewise(VectorOperators.LSHL, b * n).or(oV);
+ }
+ oV.intoArray(out, outpos);
+ outpos += VLEN_256;
+
+ final int L = b - 1;
+ for (int i = 0; i < L; i++) {
+ oV = iV.lanewise(VectorOperators.LSHR, ho[i]);
+ for (int j = 0; j < lc[i]; j++) {
+ iV = IntVector.fromArray(SPECIES_256, in, inpos + n * VLEN_256);
+ oV = iV.lanewise(VectorOperators.LSHL, b * j + (b - ho[i])).or(oV);
+ n++;
+ }
+ oV.intoArray(out, outpos);
+ outpos += VLEN_256;
+ }
+ }
+
+ private static void fastUnpackOddBit(final int[] in, int inpos,
+ final int[] out, int outpos, int b,
+ final int[] lo, int[] masks, int[] lc) {
+ final int mask = (1 << b) - 1;
+ final int N = 32 / b;
+ var iV = IntVector.fromArray(SPECIES_256, in, inpos);
+ int n = 0;
+ for (; n < N; n++) {
+ iV.lanewise(VectorOperators.LSHR, b * n).and(mask).intoArray(out, outpos);
+ outpos += VLEN_256;
+ }
+ var oV = iV.lanewise(VectorOperators.LSHR, b * n).and(mask);
+
+ final int L = b - 1;
+ for (int i = 0; i < L; i++) {
+ iV = IntVector.fromArray(SPECIES_256, in, inpos + (i + 1) * VLEN_256);
+ oV = iV.and(masks[i]).lanewise(VectorOperators.LSHL, b - lo[i]).or(oV);
+ oV.intoArray(out, outpos);
+ outpos += VLEN_256;
+ int j = 0;
+ for (; j < lc[i]; j++) {
+ iV.lanewise(VectorOperators.LSHR, b * j + lo[i])
+ .and(mask)
+ .intoArray(out, outpos);
+ outpos += VLEN_256;
+ n++;
+ }
+ oV = iV.lanewise(VectorOperators.LSHR, b * j + lo[i]).and(mask);
+ }
+ }
+
+ private static void fastpackEvenBit(final int[] in, int inpos,
+ final int[] out, int outpos, int b,
+ final int[] ho, final int[] lc) {
+ final int mask = (1 << b) - 1;
+ final int N = 32 % b == 0 ? (32 / b) - 1 : 32 / b;
+ var iV = IntVector.fromArray(SPECIES_512, in, inpos);
+ var oV = iV.and(mask);
+ int n = 1;
+ for (; n <= N; n++) {
+ iV = IntVector.fromArray(SPECIES_512, in, inpos + n * VLEN_512);
+ oV = iV.and(mask).lanewise(VectorOperators.LSHL, b * n).or(oV);
+ }
+ oV.intoArray(out, outpos);
+ outpos += VLEN_512;
+
+ final int L = (b >>> 1) - 1;
+ for (int i = 0; i < L; i++) {
+ if (ho[i] != b)
+ oV = iV.and(mask).lanewise(VectorOperators.LSHR, ho[i]);
+ else
+ oV = oV.zero(SPECIES_512);
+ for (int j = 0; j < lc[i]; j++) {
+ iV = IntVector.fromArray(SPECIES_512, in, inpos + n * VLEN_512);
+ oV = iV.and(mask)
+ .lanewise(VectorOperators.LSHL, b * j + (b - ho[i]))
+ .or(oV);
+ n++;
+ }
+ oV.intoArray(out, outpos);
+ outpos += VLEN_512;
+ }
+ }
+
+ private static void fastpackEvenBitNoMask(final int[] in, int inpos,
+ final int[] out, int outpos, int b,
+ final int[] ho, final int[] lc) {
+ final int N = 32 % b == 0 ? (32 / b) - 1 : 32 / b;
+ var iV = IntVector.fromArray(SPECIES_512, in, inpos);
+ var oV = iV;
+ int n = 1;
+ for (; n <= N; n++) {
+ iV = IntVector.fromArray(SPECIES_512, in, inpos + n * VLEN_512);
+ oV = iV.lanewise(VectorOperators.LSHL, b * n).or(oV);
+ }
+ oV.intoArray(out, outpos);
+ outpos += VLEN_512;
+
+ final int L = (b >>> 1) - 1;
+ for (int i = 0; i < L; i++) {
+ if (ho[i] != b)
+ oV = iV.lanewise(VectorOperators.LSHR, ho[i]);
+ else
+ oV = oV.zero(SPECIES_512);
+ for (int j = 0; j < lc[i]; j++) {
+ iV = IntVector.fromArray(SPECIES_512, in, inpos + n * VLEN_512);
+ oV = iV.lanewise(VectorOperators.LSHL, b * j + (b - ho[i])).or(oV);
+ n++;
+ }
+ oV.intoArray(out, outpos);
+ outpos += VLEN_512;
+ }
+ }
+
+ private static void fastUnpackEventBit(final int[] in, int inpos,
+ final int[] out, int outpos, int b,
+ final int[] lo, int[] masks,
+ int[] lc) {
+ final int mask = (1 << b) - 1;
+ final int N = 32 / b;
+ var iV = IntVector.fromArray(SPECIES_512, in, inpos);
+ int n = 0;
+ for (; n < N; n++) {
+ iV.lanewise(VectorOperators.LSHR, b * n).and(mask).intoArray(out, outpos);
+ outpos += VLEN_512;
+ }
+ var oV = iV.lanewise(VectorOperators.LSHR, b * n).and(mask);
+ if ((b & (b - 1)) == 0)
+ oV = oV.zero(SPECIES_512);
+
+ final int L = (b >>> 1) - 1;
+ for (int i = 0; i < L; i++) {
+ iV = IntVector.fromArray(SPECIES_512, in, inpos + (i + 1) * VLEN_512);
+ oV = iV.and(masks[i]).lanewise(VectorOperators.LSHL, b - lo[i]).or(oV);
+ oV.intoArray(out, outpos);
+ outpos += VLEN_512;
+ int j = 0;
+ for (; j < lc[i]; j++) {
+ iV.lanewise(VectorOperators.LSHR, b * j + lo[i])
+ .and(mask)
+ .intoArray(out, outpos);
+ outpos += VLEN_512;
+ n++;
+ }
+ if ((32 - lo[i]) % b != 0)
+ oV = iV.lanewise(VectorOperators.LSHR, b * j + lo[i]).and(mask);
+ else
+ oV = oV.zero(SPECIES_512);
+ }
+ }
+
+ public static int slowpack(final int[] in, int inpos, int inlen,
+ final int[] out, int outpos, int b) {
+ if (inlen == 0)
+ return outpos;
+ if (b == 32) {
+ System.arraycopy(in, inpos, out, outpos, inlen);
+ return outpos + inlen;
+ }
+ int mask = (1 << b) - 1;
+ int c = 0;
+ int l = 0;
+ int r = 0;
+ int val = 0;
+ for (int i = 0; i < inlen; i++) {
+ val = in[inpos + i] & mask;
+ out[outpos] |= val << (c + r);
+ c += b;
+ l = (32 - r) % b;
+ if (c + r >= 32) {
+ if (i < inlen - 1 || l != 0)
+ outpos++;
+ r = l == 0 ? 0 : b - l;
+ if (l != 0)
+ out[outpos] = val >> (b - r);
+ c = 0;
+ }
+ }
+ return outpos;
+ }
+
+ public static int slowunpack(final int[] in, int inpos, final int[] out,
+ int outpos, int outlen, int b) {
+ if (outlen == 0) {
+ return inpos;
+ }
+ if (b == 32) {
+ System.arraycopy(in, inpos, out, outpos, outlen);
+ return inpos + outlen;
+ }
+ int mask = (1 << b) - 1;
+ int limit = outpos + outlen;
+ int r = 0;
+ int val = 0;
+ int i = 0;
+ for (; outpos < limit; i++) {
+ if (r > 0)
+ out[outpos++] =
+ (val >>> (32 - (b - r))) | ((in[inpos + i] << (b - r)) & mask);
+ val = in[inpos + i];
+ int j = 0;
+ int l = 32 - r;
+ int ll = l % b == 0 ? l : l - b;
+ while (j < ll && outpos < limit) {
+ out[outpos++] = (val >> (j + r)) & mask;
+ j += b;
+ }
+ r = l % b == 0 ? 0 : b - (l % b);
+ }
+ return inpos + i;
+ }
+
+ public static int numCompressedInts(int n, int b) {
+ int width = b % 2 == 0 ? VLEN_512 : VLEN_256;
+ if (n <= width)
+ return n;
+ int intsPerVec = (32 / b) * width;
+ int q = (n + intsPerVec - 1) / intsPerVec;
+ return q * width;
+ }
+
+ public static void fastpack(final int[] in, int inpos, final int[] out,
+ int outpos, int b) {
+ switch (b) {
+ case 0:
+ break;
+ case 1:
+ fastpackOddBit(in, inpos, out, outpos, 1, new int[] {}, new int[] {});
+ break;
+ case 2:
+ fastpackEvenBit(in, inpos, out, outpos, 2, new int[] {}, new int[] {});
+ break;
+ case 3:
+ fastpackOddBit(in, inpos, out, outpos, 3, new int[] {0x2, 0x1},
+ new int[] {0xb, 0xa});
+ break;
+ case 4:
+ fastpackEvenBit(in, inpos, out, outpos, 4, new int[] {0x4},
+ new int[] {0x8});
+ break;
+ case 5:
+ fastpackOddBit(in, inpos, out, outpos, 5, new int[] {0x2, 0x4, 0x1, 0x3},
+ new int[] {0x6, 0x7, 0x6, 0x6});
+ break;
+ case 6:
+ fastpackEvenBit(in, inpos, out, outpos, 6, new int[] {0x2, 0x4},
+ new int[] {0x5, 0x5});
+ break;
+ case 7:
+ fastpackOddBit(in, inpos, out, outpos, 7,
+ new int[] {0x4, 0x1, 0x5, 0x2, 0x6, 0x3},
+ new int[] {0x5, 0x4, 0x5, 0x4, 0x5, 0x4});
+ break;
+ case 8:
+ fastpackEvenBit(in, inpos, out, outpos, 8, new int[] {0x8, 0x8, 0x8},
+ new int[] {0x4, 0x4, 0x4});
+ break;
+ case 9:
+ fastpackOddBit(in, inpos, out, outpos, 9,
+ new int[] {0x5, 0x1, 0x6, 0x2, 0x7, 0x3, 0x8, 0x4},
+ new int[] {0x4, 0x3, 0x4, 0x3, 0x4, 0x3, 0x4, 0x3});
+ break;
+ case 10:
+ fastpackEvenBit(in, inpos, out, outpos, 10,
+ new int[] {0x2, 0x4, 0x6, 0x8},
+ new int[] {0x3, 0x3, 0x3, 0x3});
+ break;
+ case 11:
+ fastpackOddBit(
+ in, inpos, out, outpos, 11,
+ new int[] {0xa, 0x9, 0x8, 0x7, 0x6, 0x5, 0x4, 0x3, 0x2, 0x1},
+ new int[] {0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x2});
+ break;
+ case 12:
+ fastpackEvenBit(in, inpos, out, outpos, 12,
+ new int[] {0x8, 0x4, 0xc, 0x8, 0x4},
+ new int[] {0x3, 0x2, 0x3, 0x3, 0x2});
+ break;
+ case 13:
+ fastpackOddBit(in, inpos, out, outpos, 13,
+ new int[] {0x6, 0xc, 0x5, 0xb, 0x4, 0xa, 0x3, 0x9, 0x2,
+ 0x8, 0x1, 0x7},
+ new int[] {0x2, 0x3, 0x2, 0x3, 0x2, 0x3, 0x2, 0x3, 0x2,
+ 0x3, 0x2, 0x2});
+ break;
+ case 14:
+ fastpackEvenBit(in, inpos, out, outpos, 14,
+ new int[] {0x4, 0x8, 0xc, 0x2, 0x6, 0xa},
+ new int[] {0x2, 0x2, 0x3, 0x2, 0x2, 0x2});
+ break;
+ case 15:
+ fastpackOddBit(in, inpos, out, outpos, 15,
+ new int[] {0x2, 0x4, 0x6, 0x8, 0xa, 0xc, 0xe, 0x1, 0x3,
+ 0x5, 0x7, 0x9, 0xb, 0xd},
+ new int[] {0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x3, 0x2, 0x2,
+ 0x2, 0x2, 0x2, 0x2, 0x2});
+ break;
+ case 16:
+ fastpackEvenBit(in, inpos, out, outpos, 16,
+ new int[] {0x10, 0x10, 0x10, 0x10, 0x10, 0x10, 0x10},
+ new int[] {0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2});
+ break;
+ case 17:
+ fastpackOddBit(in, inpos, out, outpos, 17,
+ new int[] {0xf, 0xd, 0xb, 0x9, 0x7, 0x5, 0x3, 0x1, 0x10,
+ 0xe, 0xc, 0xa, 0x8, 0x6, 0x4, 0x2},
+ new int[] {0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x1, 0x2,
+ 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x1});
+ break;
+ case 18:
+ fastpackEvenBit(in, inpos, out, outpos, 18,
+ new int[] {0xe, 0xa, 0x6, 0x2, 0x10, 0xc, 0x8, 0x4},
+ new int[] {0x2, 0x2, 0x2, 0x1, 0x2, 0x2, 0x2, 0x1});
+ break;
+ case 19:
+ fastpackOddBit(in, inpos, out, outpos, 19,
+ new int[] {0xd, 0x7, 0x1, 0xe, 0x8, 0x2, 0xf, 0x9, 0x3,
+ 0x10, 0xa, 0x4, 0x11, 0xb, 0x5, 0x12, 0xc, 0x6},
+ new int[] {0x2, 0x2, 0x1, 0x2, 0x2, 0x1, 0x2, 0x2, 0x1,
+ 0x2, 0x2, 0x1, 0x2, 0x2, 0x1, 0x2, 0x2, 0x1});
+ break;
+ case 20:
+ fastpackEvenBit(
+ in, inpos, out, outpos, 20,
+ new int[] {0xc, 0x4, 0x10, 0x8, 0x14, 0xc, 0x4, 0x10, 0x8},
+ new int[] {0x2, 0x1, 0x2, 0x1, 0x2, 0x2, 0x1, 0x2, 0x1});
+ break;
+ case 21:
+ fastpackOddBit(
+ in, inpos, out, outpos, 21,
+ new int[] {0xb, 0x1, 0xc, 0x2, 0xd, 0x3, 0xe, 0x4, 0xf, 0x5,
+ 0x10, 0x6, 0x11, 0x7, 0x12, 0x8, 0x13, 0x9, 0x14, 0xa},
+ new int[] {0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1,
+ 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1});
+ break;
+ case 22:
+ fastpackEvenBit(
+ in, inpos, out, outpos, 22,
+ new int[] {0xa, 0x14, 0x8, 0x12, 0x6, 0x10, 0x4, 0xe, 0x2, 0xc},
+ new int[] {0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x1});
+ break;
+ case 23:
+ fastpackOddBit(in, inpos, out, outpos, 23,
+ new int[] {0x9, 0x12, 0x4, 0xd, 0x16, 0x8, 0x11, 0x3,
+ 0xc, 0x15, 0x7, 0x10, 0x2, 0xb, 0x14, 0x6,
+ 0xf, 0x1, 0xa, 0x13, 0x5, 0xe},
+ new int[] {0x1, 0x2, 0x1, 0x1, 0x2, 0x1, 0x2, 0x1,
+ 0x1, 0x2, 0x1, 0x2, 0x1, 0x1, 0x2, 0x1,
+ 0x2, 0x1, 0x1, 0x2, 0x1, 0x1});
+ break;
+ case 24:
+ fastpackEvenBit(
+ in, inpos, out, outpos, 24,
+ new int[] {0x8, 0x10, 0x18, 0x8, 0x10, 0x18, 0x8, 0x10, 0x18, 0x8,
+ 0x10},
+ new int[] {0x1, 0x1, 0x2, 0x1, 0x1, 0x2, 0x1, 0x1, 0x2, 0x1, 0x1});
+ break;
+ case 25:
+ fastpackOddBit(in, inpos, out, outpos, 25,
+ new int[] {0x7, 0xe, 0x15, 0x3, 0xa, 0x11, 0x18, 0x6,
+ 0xd, 0x14, 0x2, 0x9, 0x10, 0x17, 0x5, 0xc,
+ 0x13, 0x1, 0x8, 0xf, 0x16, 0x4, 0xb, 0x12},
+ new int[] {0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x2, 0x1,
+ 0x1, 0x2, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1,
+ 0x2, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1, 0x1});
+ break;
+ case 26:
+ fastpackEvenBit(in, inpos, out, outpos, 26,
+ new int[] {0x6, 0xc, 0x12, 0x18, 0x4, 0xa, 0x10, 0x16,
+ 0x2, 0x8, 0xe, 0x14},
+ new int[] {0x1, 0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x2, 0x1,
+ 0x1, 0x1, 0x1});
+ break;
+ case 27:
+ fastpackOddBit(in, inpos, out, outpos, 27,
+ new int[] {0x5, 0xa, 0xf, 0x14, 0x19, 0x3, 0x8,
+ 0xd, 0x12, 0x17, 0x1, 0x6, 0xb, 0x10,
+ 0x15, 0x1a, 0x4, 0x9, 0xe, 0x13, 0x18,
+ 0x2, 0x7, 0xc, 0x11, 0x16},
+ new int[] {0x1, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x1,
+ 0x2, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1,
+ 0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x1, 0x1});
+ break;
+ case 28:
+ fastpackEvenBit(in, inpos, out, outpos, 28,
+ new int[] {0x4, 0x8, 0xc, 0x10, 0x14, 0x18, 0x1c, 0x4,
+ 0x8, 0xc, 0x10, 0x14, 0x18},
+ new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1,
+ 0x1, 0x1, 0x1, 0x1});
+ break;
+ case 29:
+ fastpackOddBit(
+ in, inpos, out, outpos, 29,
+ new int[] {0x3, 0x6, 0x9, 0xc, 0xf, 0x12, 0x15, 0x18, 0x1b, 0x1,
+ 0x4, 0x7, 0xa, 0xd, 0x10, 0x13, 0x16, 0x19, 0x1c, 0x2,
+ 0x5, 0x8, 0xb, 0xe, 0x11, 0x14, 0x17, 0x1a},
+ new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1});
+ break;
+ case 30:
+ fastpackEvenBit(in, inpos, out, outpos, 30,
+ new int[] {0x2, 0x4, 0x6, 0x8, 0xa, 0xc, 0xe, 0x10, 0x12,
+ 0x14, 0x16, 0x18, 0x1a, 0x1c},
+ new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1});
+ break;
+ case 31:
+ fastpackOddBit(in, inpos, out, outpos, 31,
+ new int[] {0x1, 0x2, 0x3, 0x4, 0x5, 0x6, 0x7, 0x8,
+ 0x9, 0xa, 0xb, 0xc, 0xd, 0xe, 0xf, 0x10,
+ 0x11, 0x12, 0x13, 0x14, 0x15, 0x16, 0x17, 0x18,
+ 0x19, 0x1a, 0x1b, 0x1c, 0x1d, 0x1e},
+ new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1});
+ break;
+ case 32:
+ System.arraycopy(in, inpos, out, outpos, 256);
+ break;
+ }
+ }
+
+ public static void fastpackNoMask(final int[] in, int inpos, final int[] out,
+ int outpos, int b) {
+ switch (b) {
+ case 0:
+ break;
+ case 1:
+ fastpackOddBitNoMask(in, inpos, out, outpos, 1, new int[] {},
+ new int[] {});
+ break;
+ case 2:
+ fastpackEvenBitNoMask(in, inpos, out, outpos, 2, new int[] {},
+ new int[] {});
+ break;
+ case 3:
+ fastpackOddBitNoMask(in, inpos, out, outpos, 3, new int[] {0x2, 0x1},
+ new int[] {0xb, 0xa});
+ break;
+ case 4:
+ fastpackEvenBitNoMask(in, inpos, out, outpos, 4, new int[] {0x4},
+ new int[] {0x8});
+ break;
+ case 5:
+ fastpackOddBitNoMask(in, inpos, out, outpos, 5,
+ new int[] {0x2, 0x4, 0x1, 0x3},
+ new int[] {0x6, 0x7, 0x6, 0x6});
+ break;
+ case 6:
+ fastpackEvenBitNoMask(in, inpos, out, outpos, 6, new int[] {0x2, 0x4},
+ new int[] {0x5, 0x5});
+ break;
+ case 7:
+ fastpackOddBitNoMask(in, inpos, out, outpos, 7,
+ new int[] {0x4, 0x1, 0x5, 0x2, 0x6, 0x3},
+ new int[] {0x5, 0x4, 0x5, 0x4, 0x5, 0x4});
+ break;
+ case 8:
+ fastpackEvenBitNoMask(in, inpos, out, outpos, 8,
+ new int[] {0x8, 0x8, 0x8},
+ new int[] {0x4, 0x4, 0x4});
+ break;
+ case 9:
+ fastpackOddBitNoMask(in, inpos, out, outpos, 9,
+ new int[] {0x5, 0x1, 0x6, 0x2, 0x7, 0x3, 0x8, 0x4},
+ new int[] {0x4, 0x3, 0x4, 0x3, 0x4, 0x3, 0x4, 0x3});
+ break;
+ case 10:
+ fastpackEvenBitNoMask(in, inpos, out, outpos, 10,
+ new int[] {0x2, 0x4, 0x6, 0x8},
+ new int[] {0x3, 0x3, 0x3, 0x3});
+ break;
+ case 11:
+ fastpackOddBitNoMask(
+ in, inpos, out, outpos, 11,
+ new int[] {0xa, 0x9, 0x8, 0x7, 0x6, 0x5, 0x4, 0x3, 0x2, 0x1},
+ new int[] {0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x2});
+ break;
+ case 12:
+ fastpackEvenBitNoMask(in, inpos, out, outpos, 12,
+ new int[] {0x8, 0x4, 0xc, 0x8, 0x4},
+ new int[] {0x3, 0x2, 0x3, 0x3, 0x2});
+ break;
+ case 13:
+ fastpackOddBitNoMask(in, inpos, out, outpos, 13,
+ new int[] {0x6, 0xc, 0x5, 0xb, 0x4, 0xa, 0x3, 0x9,
+ 0x2, 0x8, 0x1, 0x7},
+ new int[] {0x2, 0x3, 0x2, 0x3, 0x2, 0x3, 0x2, 0x3,
+ 0x2, 0x3, 0x2, 0x2});
+ break;
+ case 14:
+ fastpackEvenBitNoMask(in, inpos, out, outpos, 14,
+ new int[] {0x4, 0x8, 0xc, 0x2, 0x6, 0xa},
+ new int[] {0x2, 0x2, 0x3, 0x2, 0x2, 0x2});
+ break;
+ case 15:
+ fastpackOddBitNoMask(in, inpos, out, outpos, 15,
+ new int[] {0x2, 0x4, 0x6, 0x8, 0xa, 0xc, 0xe, 0x1,
+ 0x3, 0x5, 0x7, 0x9, 0xb, 0xd},
+ new int[] {0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x3, 0x2,
+ 0x2, 0x2, 0x2, 0x2, 0x2, 0x2});
+ break;
+ case 16:
+ fastpackEvenBitNoMask(
+ in, inpos, out, outpos, 16,
+ new int[] {0x10, 0x10, 0x10, 0x10, 0x10, 0x10, 0x10},
+ new int[] {0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2});
+ break;
+ case 17:
+ fastpackOddBitNoMask(in, inpos, out, outpos, 17,
+ new int[] {0xf, 0xd, 0xb, 0x9, 0x7, 0x5, 0x3, 0x1,
+ 0x10, 0xe, 0xc, 0xa, 0x8, 0x6, 0x4, 0x2},
+ new int[] {0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x1,
+ 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x1});
+ break;
+ case 18:
+ fastpackEvenBitNoMask(in, inpos, out, outpos, 18,
+ new int[] {0xe, 0xa, 0x6, 0x2, 0x10, 0xc, 0x8, 0x4},
+ new int[] {0x2, 0x2, 0x2, 0x1, 0x2, 0x2, 0x2, 0x1});
+ break;
+ case 19:
+ fastpackOddBitNoMask(
+ in, inpos, out, outpos, 19,
+ new int[] {0xd, 0x7, 0x1, 0xe, 0x8, 0x2, 0xf, 0x9, 0x3, 0x10, 0xa,
+ 0x4, 0x11, 0xb, 0x5, 0x12, 0xc, 0x6},
+ new int[] {0x2, 0x2, 0x1, 0x2, 0x2, 0x1, 0x2, 0x2, 0x1, 0x2, 0x2, 0x1,
+ 0x2, 0x2, 0x1, 0x2, 0x2, 0x1});
+ break;
+ case 20:
+ fastpackEvenBitNoMask(
+ in, inpos, out, outpos, 20,
+ new int[] {0xc, 0x4, 0x10, 0x8, 0x14, 0xc, 0x4, 0x10, 0x8},
+ new int[] {0x2, 0x1, 0x2, 0x1, 0x2, 0x2, 0x1, 0x2, 0x1});
+ break;
+ case 21:
+ fastpackOddBitNoMask(
+ in, inpos, out, outpos, 21,
+ new int[] {0xb, 0x1, 0xc, 0x2, 0xd, 0x3, 0xe, 0x4, 0xf, 0x5,
+ 0x10, 0x6, 0x11, 0x7, 0x12, 0x8, 0x13, 0x9, 0x14, 0xa},
+ new int[] {0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1,
+ 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1});
+ break;
+ case 22:
+ fastpackEvenBitNoMask(
+ in, inpos, out, outpos, 22,
+ new int[] {0xa, 0x14, 0x8, 0x12, 0x6, 0x10, 0x4, 0xe, 0x2, 0xc},
+ new int[] {0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x1});
+ break;
+ case 23:
+ fastpackOddBitNoMask(
+ in, inpos, out, outpos, 23,
+ new int[] {0x9, 0x12, 0x4, 0xd, 0x16, 0x8, 0x11, 0x3,
+ 0xc, 0x15, 0x7, 0x10, 0x2, 0xb, 0x14, 0x6,
+ 0xf, 0x1, 0xa, 0x13, 0x5, 0xe},
+ new int[] {0x1, 0x2, 0x1, 0x1, 0x2, 0x1, 0x2, 0x1, 0x1, 0x2, 0x1,
+ 0x2, 0x1, 0x1, 0x2, 0x1, 0x2, 0x1, 0x1, 0x2, 0x1, 0x1});
+ break;
+ case 24:
+ fastpackEvenBitNoMask(
+ in, inpos, out, outpos, 24,
+ new int[] {0x8, 0x10, 0x18, 0x8, 0x10, 0x18, 0x8, 0x10, 0x18, 0x8,
+ 0x10},
+ new int[] {0x1, 0x1, 0x2, 0x1, 0x1, 0x2, 0x1, 0x1, 0x2, 0x1, 0x1});
+ break;
+ case 25:
+ fastpackOddBitNoMask(in, inpos, out, outpos, 25,
+ new int[] {0x7, 0xe, 0x15, 0x3, 0xa, 0x11,
+ 0x18, 0x6, 0xd, 0x14, 0x2, 0x9,
+ 0x10, 0x17, 0x5, 0xc, 0x13, 0x1,
+ 0x8, 0xf, 0x16, 0x4, 0xb, 0x12},
+ new int[] {0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x2, 0x1,
+ 0x1, 0x2, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1,
+ 0x2, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1, 0x1});
+ break;
+ case 26:
+ fastpackEvenBitNoMask(in, inpos, out, outpos, 26,
+ new int[] {0x6, 0xc, 0x12, 0x18, 0x4, 0xa, 0x10,
+ 0x16, 0x2, 0x8, 0xe, 0x14},
+ new int[] {0x1, 0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x2,
+ 0x1, 0x1, 0x1, 0x1});
+ break;
+ case 27:
+ fastpackOddBitNoMask(
+ in, inpos, out, outpos, 27,
+ new int[] {0x5, 0xa, 0xf, 0x14, 0x19, 0x3, 0x8, 0xd, 0x12,
+ 0x17, 0x1, 0x6, 0xb, 0x10, 0x15, 0x1a, 0x4, 0x9,
+ 0xe, 0x13, 0x18, 0x2, 0x7, 0xc, 0x11, 0x16},
+ new int[] {0x1, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x1,
+ 0x2, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1,
+ 0x1, 0x1, 0x2, 0x1, 0x1, 0x1, 0x1, 0x1});
+ break;
+ case 28:
+ fastpackEvenBitNoMask(in, inpos, out, outpos, 28,
+ new int[] {0x4, 0x8, 0xc, 0x10, 0x14, 0x18, 0x1c,
+ 0x4, 0x8, 0xc, 0x10, 0x14, 0x18},
+ new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1});
+ break;
+ case 29:
+ fastpackOddBitNoMask(
+ in, inpos, out, outpos, 29,
+ new int[] {0x3, 0x6, 0x9, 0xc, 0xf, 0x12, 0x15, 0x18, 0x1b, 0x1,
+ 0x4, 0x7, 0xa, 0xd, 0x10, 0x13, 0x16, 0x19, 0x1c, 0x2,
+ 0x5, 0x8, 0xb, 0xe, 0x11, 0x14, 0x17, 0x1a},
+ new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1});
+ break;
+ case 30:
+ fastpackEvenBitNoMask(in, inpos, out, outpos, 30,
+ new int[] {0x2, 0x4, 0x6, 0x8, 0xa, 0xc, 0xe, 0x10,
+ 0x12, 0x14, 0x16, 0x18, 0x1a, 0x1c},
+ new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1});
+ break;
+ case 31:
+ fastpackOddBitNoMask(
+ in, inpos, out, outpos, 31,
+ new int[] {0x1, 0x2, 0x3, 0x4, 0x5, 0x6, 0x7, 0x8,
+ 0x9, 0xa, 0xb, 0xc, 0xd, 0xe, 0xf, 0x10,
+ 0x11, 0x12, 0x13, 0x14, 0x15, 0x16, 0x17, 0x18,
+ 0x19, 0x1a, 0x1b, 0x1c, 0x1d, 0x1e},
+ new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1});
+ break;
+ case 32:
+ System.arraycopy(in, inpos, out, outpos, 256);
+ break;
+ }
+ }
+
+ public static void fastunpack(final int[] in, int inpos, final int[] out,
+ int outpos, int b) {
+ switch (b) {
+ case 0:
+ Arrays.fill(out, outpos, outpos + 256, 0);
+ break;
+ case 1:
+ fastUnpackOddBit(in, inpos, out, outpos, 1, new int[] {}, new int[] {},
+ new int[] {});
+ break;
+ case 2:
+ fastUnpackEventBit(in, inpos, out, outpos, 2, new int[] {}, new int[] {},
+ new int[] {});
+ break;
+ case 3:
+ fastUnpackOddBit(in, inpos, out, outpos, 3, new int[] {0x1, 0x2},
+ new int[] {0x1, 0x3}, new int[] {0xa, 0xa});
+ break;
+ case 4:
+ fastUnpackEventBit(in, inpos, out, outpos, 4, new int[] {0x4},
+ new int[] {0xf}, new int[] {0x7});
+ break;
+ case 5:
+ fastUnpackOddBit(
+ in, inpos, out, outpos, 5, new int[] {0x3, 0x1, 0x4, 0x2},
+ new int[] {0x7, 0x1, 0xf, 0x3}, new int[] {0x5, 0x6, 0x5, 0x6});
+ break;
+ case 6:
+ fastUnpackEventBit(in, inpos, out, outpos, 6, new int[] {0x4, 0x2},
+ new int[] {0xf, 0x3}, new int[] {0x4, 0x5});
+ break;
+ case 7:
+ fastUnpackOddBit(in, inpos, out, outpos, 7,
+ new int[] {0x3, 0x6, 0x2, 0x5, 0x1, 0x4},
+ new int[] {0x7, 0x3f, 0x3, 0x1f, 0x1, 0xf},
+ new int[] {0x4, 0x3, 0x4, 0x3, 0x4, 0x4});
+ break;
+ case 8:
+ fastUnpackEventBit(in, inpos, out, outpos, 8, new int[] {0x8, 0x8, 0x8},
+ new int[] {0xff, 0xff, 0xff},
+ new int[] {0x3, 0x3, 0x3});
+ break;
+ case 9:
+ fastUnpackOddBit(in, inpos, out, outpos, 9,
+ new int[] {0x4, 0x8, 0x3, 0x7, 0x2, 0x6, 0x1, 0x5},
+ new int[] {0xf, 0xff, 0x7, 0x7f, 0x3, 0x3f, 0x1, 0x1f},
+ new int[] {0x3, 0x2, 0x3, 0x2, 0x3, 0x2, 0x3, 0x3});
+ break;
+ case 10:
+ fastUnpackEventBit(
+ in, inpos, out, outpos, 10, new int[] {0x8, 0x6, 0x4, 0x2},
+ new int[] {0xff, 0x3f, 0xf, 0x3}, new int[] {0x2, 0x2, 0x2, 0x3});
+ break;
+ case 11:
+ fastUnpackOddBit(
+ in, inpos, out, outpos, 11,
+ new int[] {0x1, 0x2, 0x3, 0x4, 0x5, 0x6, 0x7, 0x8, 0x9, 0xa},
+ new int[] {0x1, 0x3, 0x7, 0xf, 0x1f, 0x3f, 0x7f, 0xff, 0x1ff, 0x3ff},
+ new int[] {0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2, 0x2});
+ break;
+ case 12:
+ fastUnpackEventBit(in, inpos, out, outpos, 12,
+ new int[] {0x4, 0x8, 0xc, 0x4, 0x8},
+ new int[] {0xf, 0xff, 0xfff, 0xf, 0xff},
+ new int[] {0x2, 0x2, 0x1, 0x2, 0x2});
+ break;
+ case 13:
+ fastUnpackOddBit(in, inpos, out, outpos, 13,
+ new int[] {0x7, 0x1, 0x8, 0x2, 0x9, 0x3, 0xa, 0x4, 0xb,
+ 0x5, 0xc, 0x6},
+ new int[] {0x7f, 0x1, 0xff, 0x3, 0x1ff, 0x7, 0x3ff, 0xf,
+ 0x7ff, 0x1f, 0xfff, 0x3f},
+ new int[] {0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1, 0x2, 0x1,
+ 0x2, 0x1, 0x2});
+ break;
+ case 14:
+ fastUnpackEventBit(in, inpos, out, outpos, 14,
+ new int[] {0xa, 0x6, 0x2, 0xc, 0x8, 0x4},
+ new int[] {0x3ff, 0x3f, 0x3, 0xfff, 0xff, 0xf},
+ new int[] {0x1, 0x1, 0x2, 0x1, 0x1, 0x2});
+ break;
+ case 15:
+ fastUnpackOddBit(in, inpos, out, outpos, 15,
+ new int[] {0xd, 0xb, 0x9, 0x7, 0x5, 0x3, 0x1, 0xe, 0xc,
+ 0xa, 0x8, 0x6, 0x4, 0x2},
+ new int[] {0x1fff, 0x7ff, 0x1ff, 0x7f, 0x1f, 0x7, 0x1,
+ 0x3fff, 0xfff, 0x3ff, 0xff, 0x3f, 0xf, 0x3},
+ new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x2, 0x1, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x2});
+ break;
+ case 16:
+ fastUnpackEventBit(
+ in, inpos, out, outpos, 16,
+ new int[] {0x10, 0x10, 0x10, 0x10, 0x10, 0x10, 0x10},
+ new int[] {0xffff, 0xffff, 0xffff, 0xffff, 0xffff, 0xffff, 0xffff},
+ new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1});
+ break;
+ case 17:
+ fastUnpackOddBit(in, inpos, out, outpos, 17,
+ new int[] {0x2, 0x4, 0x6, 0x8, 0xa, 0xc, 0xe, 0x10, 0x1,
+ 0x3, 0x5, 0x7, 0x9, 0xb, 0xd, 0xf},
+ new int[] {0x3, 0xf, 0x3f, 0xff, 0x3ff, 0xfff, 0x3fff,
+ 0xffff, 0x1, 0x7, 0x1f, 0x7f, 0x1ff, 0x7ff,
+ 0x1fff, 0x7fff},
+ new int[] {0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x0, 0x1,
+ 0x1, 0x1, 0x1, 0x1, 0x1, 0x1, 0x1});
+ break;
+ case 18:
+ fastUnpackEventBit(
+ in, inpos, out, outpos, 18,
+ new int[] {0x4, 0x8, 0xc, 0x10, 0x2, 0x6, 0xa, 0xe},
+ new int[] {0xf, 0xff, 0xfff, 0xffff, 0x3, 0x3f, 0x3ff, 0x3fff},
+ new int[] {0x1, 0x1, 0x1, 0x0, 0x1, 0x1, 0x1, 0x1});
+ break;
+ case 19:
+ fastUnpackOddBit(in, inpos, out, outpos, 19,
+ new int[] {0x6, 0xc, 0x12, 0x5, 0xb, 0x11, 0x4, 0xa,
+ 0x10, 0x3, 0x9, 0xf, 0x2, 0x8, 0xe, 0x1, 0x7,
+ 0xd},
+ new int[] {0x3f, 0xfff, 0x3ffff, 0x1f, 0x7ff, 0x1ffff,
+ 0xf, 0x3ff, 0xffff, 0x7, 0x1ff, 0x7fff, 0x3,
+ 0xff, 0x3fff, 0x1, 0x7f, 0x1fff},
+ new int[] {0x1, 0x1, 0x0, 0x1, 0x1, 0x0, 0x1, 0x1, 0x0,
+ 0x1, 0x1, 0x0, 0x1, 0x1, 0x0, 0x1, 0x1, 0x1});
+ break;
+ case 20:
+ fastUnpackEventBit(
+ in, inpos, out, outpos, 20,
+ new int[] {0x8, 0x10, 0x4, 0xc, 0x14, 0x8, 0x10, 0x4, 0xc},
+ new int[] {0xff, 0xffff, 0xf, 0xfff, 0xfffff, 0xff, 0xffff, 0xf,
+ 0xfff},
+ new int[] {0x1, 0x0, 0x1, 0x1, 0x0, 0x1, 0x0, 0x1, 0x1});
+ break;
+ case 21:
+ fastUnpackOddBit(
+ in, inpos, out, outpos, 21,
+ new int[] {0xa, 0x14, 0x9, 0x13, 0x8, 0x12, 0x7, 0x11, 0x6, 0x10,
+ 0x5, 0xf, 0x4, 0xe, 0x3, 0xd, 0x2, 0xc, 0x1, 0xb},
+ new int[] {0x3ff, 0xfffff, 0x1ff, 0x7ffff, 0xff, 0x3ffff, 0x7f,
+ 0x1ffff, 0x3f, 0xffff, 0x1f, 0x7fff, 0xf, 0x3fff,
+ 0x7, 0x1fff, 0x3, 0xfff, 0x1, 0x7ff},
+ new int[] {0x1, 0x0, 0x1, 0x0, 0x1, 0x0, 0x1, 0x0, 0x1, 0x0,
+ 0x1, 0x0, 0x1, 0x0, 0x1, 0x0, 0x1, 0x0, 0x1, 0x1});
+ break;
+ case 22:
+ fastUnpackEventBit(
+ in, inpos, out, outpos, 22,
+ new int[] {0xc, 0x2, 0xe, 0x4, 0x10, 0x6, 0x12, 0x8, 0x14, 0xa},
+ new int[] {0xfff, 0x3, 0x3fff, 0xf, 0xffff, 0x3f, 0x3ffff, 0xff,
+ 0xfffff, 0x3ff},
+ new int[] {0x0, 0x1, 0x0, 0x1, 0x0, 0x1, 0x0, 0x1, 0x0, 0x1});
+ break;
+ case 23:
+ fastUnpackOddBit(
+ in, inpos, out, outpos, 23,
+ new int[] {0xe, 0x5, 0x13, 0xa, 0x1, 0xf, 0x6, 0x14,
+ 0xb, 0x2, 0x10, 0x7, 0x15, 0xc, 0x3, 0x11,
+ 0x8, 0x16, 0xd, 0x4, 0x12, 0x9},
+ new int[] {0x3fff, 0x1f, 0x7ffff, 0x3ff, 0x1, 0x7fff,
+ 0x3f, 0xfffff, 0x7ff, 0x3, 0xffff, 0x7f,
+ 0x1fffff, 0xfff, 0x7, 0x1ffff, 0xff, 0x3fffff,
+ 0x1fff, 0xf, 0x3ffff, 0x1ff},
+ new int[] {0x0, 0x1, 0x0, 0x0, 0x1, 0x0, 0x1, 0x0, 0x0, 0x1, 0x0,
+ 0x1, 0x0, 0x0, 0x1, 0x0, 0x1, 0x0, 0x0, 0x1, 0x0, 0x1});
+ break;
+ case 24:
+ fastUnpackEventBit(
+ in, inpos, out, outpos, 24,
+ new int[] {0x10, 0x8, 0x18, 0x10, 0x8, 0x18, 0x10, 0x8, 0x18, 0x10,
+ 0x8},
+ new int[] {0xffff, 0xff, 0xffffff, 0xffff, 0xff, 0xffffff, 0xffff,
+ 0xff, 0xffffff, 0xffff, 0xff},
+ new int[] {0x0, 0x1, 0x0, 0x0, 0x1, 0x0, 0x0, 0x1, 0x0, 0x0, 0x1});
+ break;
+ case 25:
+ fastUnpackOddBit(
+ in, inpos, out, outpos, 25,
+ new int[] {0x12, 0xb, 0x4, 0x16, 0xf, 0x8, 0x1, 0x13,
+ 0xc, 0x5, 0x17, 0x10, 0x9, 0x2, 0x14, 0xd,
+ 0x6, 0x18, 0x11, 0xa, 0x3, 0x15, 0xe, 0x7},
+ new int[] {0x3ffff, 0x7ff, 0xf, 0x3fffff, 0x7fff, 0xff,
+ 0x1, 0x7ffff, 0xfff, 0x1f, 0x7fffff, 0xffff,
+ 0x1ff, 0x3, 0xfffff, 0x1fff, 0x3f, 0xffffff,
+ 0x1ffff, 0x3ff, 0x7, 0x1fffff, 0x3fff, 0x7f},
+ new int[] {0x0, 0x0, 0x1, 0x0, 0x0, 0x0, 0x1, 0x0,
+ 0x0, 0x1, 0x0, 0x0, 0x0, 0x1, 0x0, 0x0,
+ 0x1, 0x0, 0x0, 0x0, 0x1, 0x0, 0x0, 0x1});
+ break;
+ case 26:
+ fastUnpackEventBit(in, inpos, out, outpos, 26,
+ new int[] {0x14, 0xe, 0x8, 0x2, 0x16, 0x10, 0xa, 0x4,
+ 0x18, 0x12, 0xc, 0x6},
+ new int[] {0xfffff, 0x3fff, 0xff, 0x3, 0x3fffff,
+ 0xffff, 0x3ff, 0xf, 0xffffff, 0x3ffff,
+ 0xfff, 0x3f},
+ new int[] {0x0, 0x0, 0x0, 0x1, 0x0, 0x0, 0x0, 0x1, 0x0,
+ 0x0, 0x0, 0x1});
+ break;
+ case 27:
+ fastUnpackOddBit(
+ in, inpos, out, outpos, 27,
+ new int[] {0x16, 0x11, 0xc, 0x7, 0x2, 0x18, 0x13, 0xe, 0x9,
+ 0x4, 0x1a, 0x15, 0x10, 0xb, 0x6, 0x1, 0x17, 0x12,
+ 0xd, 0x8, 0x3, 0x19, 0x14, 0xf, 0xa, 0x5},
+ new int[] {0x3fffff, 0x1ffff, 0xfff, 0x7f, 0x3, 0xffffff,
+ 0x7ffff, 0x3fff, 0x1ff, 0xf, 0x3ffffff, 0x1fffff,
+ 0xffff, 0x7ff, 0x3f, 0x1, 0x7fffff, 0x3ffff,
+ 0x1fff, 0xff, 0x7, 0x1ffffff, 0xfffff, 0x7fff,
+ 0x3ff, 0x1f},
+ new int[] {0x0, 0x0, 0x0, 0x0, 0x1, 0x0, 0x0, 0x0, 0x0,
+ 0x1, 0x0, 0x0, 0x0, 0x0, 0x0, 0x1, 0x0, 0x0,
+ 0x0, 0x0, 0x1, 0x0, 0x0, 0x0, 0x0, 0x1});
+ break;
+ case 28:
+ fastUnpackEventBit(in, inpos, out, outpos, 28,
+ new int[] {0x18, 0x14, 0x10, 0xc, 0x8, 0x4, 0x1c, 0x18,
+ 0x14, 0x10, 0xc, 0x8, 0x4},
+ new int[] {0xffffff, 0xfffff, 0xffff, 0xfff, 0xff, 0xf,
+ 0xfffffff, 0xffffff, 0xfffff, 0xffff, 0xfff,
+ 0xff, 0xf},
+ new int[] {0x0, 0x0, 0x0, 0x0, 0x0, 0x1, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x1});
+ break;
+ case 29:
+ fastUnpackOddBit(
+ in, inpos, out, outpos, 29,
+ new int[] {0x1a, 0x17, 0x14, 0x11, 0xe, 0xb, 0x8, 0x5, 0x2, 0x1c,
+ 0x19, 0x16, 0x13, 0x10, 0xd, 0xa, 0x7, 0x4, 0x1, 0x1b,
+ 0x18, 0x15, 0x12, 0xf, 0xc, 0x9, 0x6, 0x3},
+ new int[] {0x3ffffff, 0x7fffff, 0xfffff, 0x1ffff, 0x3fff,
+ 0x7ff, 0xff, 0x1f, 0x3, 0xfffffff,
+ 0x1ffffff, 0x3fffff, 0x7ffff, 0xffff, 0x1fff,
+ 0x3ff, 0x7f, 0xf, 0x1, 0x7ffffff,
+ 0xffffff, 0x1fffff, 0x3ffff, 0x7fff, 0xfff,
+ 0x1ff, 0x3f, 0x7},
+ new int[] {0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x1, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x1, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x1});
+ break;
+ case 30:
+ fastUnpackEventBit(in, inpos, out, outpos, 30,
+ new int[] {0x1c, 0x1a, 0x18, 0x16, 0x14, 0x12, 0x10,
+ 0xe, 0xc, 0xa, 0x8, 0x6, 0x4, 0x2},
+ new int[] {0xfffffff, 0x3ffffff, 0xffffff, 0x3fffff,
+ 0xfffff, 0x3ffff, 0xffff, 0x3fff, 0xfff,
+ 0x3ff, 0xff, 0x3f, 0xf, 0x3},
+ new int[] {0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x1});
+ break;
+ case 31:
+ fastUnpackOddBit(
+ in, inpos, out, outpos, 31,
+ new int[] {0x1e, 0x1d, 0x1c, 0x1b, 0x1a, 0x19, 0x18, 0x17, 0x16, 0x15,
+ 0x14, 0x13, 0x12, 0x11, 0x10, 0xf, 0xe, 0xd, 0xc, 0xb,
+ 0xa, 0x9, 0x8, 0x7, 0x6, 0x5, 0x4, 0x3, 0x2, 0x1},
+ new int[] {0x3fffffff, 0x1fffffff, 0xfffffff, 0x7ffffff, 0x3ffffff,
+ 0x1ffffff, 0xffffff, 0x7fffff, 0x3fffff, 0x1fffff,
+ 0xfffff, 0x7ffff, 0x3ffff, 0x1ffff, 0xffff,
+ 0x7fff, 0x3fff, 0x1fff, 0xfff, 0x7ff,
+ 0x3ff, 0x1ff, 0xff, 0x7f, 0x3f,
+ 0x1f, 0xf, 0x7, 0x3, 0x1},
+ new int[] {0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0,
+ 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x0, 0x1});
+ break;
+
+ case 32:
+ System.arraycopy(in, inpos, out, outpos, 256);
+ break;
+ }
+ }
+}
diff --git a/src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java b/src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java
new file mode 100644
index 0000000..7374fa5
--- /dev/null
+++ b/src/main/java/me/lemire/integercompression/vector/VectorFastPFOR.java
@@ -0,0 +1,366 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ * (c) Intel Corp. (for Vector implementation)
+ */
+package me.lemire.integercompression.vector;
+
+import java.nio.ByteBuffer;
+import java.util.Arrays;
+import me.lemire.integercompression.IntegerCODEC;
+import me.lemire.integercompression.SkippableIntegerCODEC;
+import me.lemire.integercompression.IntWrapper;
+
+/**
+ * This is a patching scheme designed for speed.
+ * It encodes integers in blocks of integers within pages of
+ * up to 65536 integers. Note that it is important, to get good
+ * compression and good performance, to use sizeable arrays (greater than 1024
+ * integers). For arrays containing a number of integers that is not divisible
+ * by BLOCK_SIZE, you should use it in conjunction with another CODEC:
+ *
+ * IntegerCODEC ic = new Composition(new VectorFastPFOR(), new VariableByte()).
+ *
+ * For details, please see:
+ *
+ * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second
+ * through vectorization Software: Practice & Experience
+ * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract
+ * http://arxiv.org/abs/1209.2137
+ *
+ * For sufficiently compressible and long arrays, it is faster and better
+ * than other PFOR schemes.
+ *
+ * Note that this does not use differential coding: if you are working on sorted
+ * lists, you should first compute deltas, @see
+ * me.lemire.integercompression.differential.Delta#delta.
+ *
+ * For multi-threaded applications, each thread should use its own FastPFOR
+ * object.
+ *
+ * @author Daniel Lemire
+ */
+public class VectorFastPFOR implements IntegerCODEC, SkippableIntegerCODEC {
+ private final static int OVERHEAD_OF_EACH_EXCEPT = 8;
+ public final static int DEFAULT_PAGE_SIZE = 64 << 10;
+
+ public final static int BLOCK_SIZE = 256;
+ private final static int INTS_PER_BLOCK = BLOCK_SIZE >>> 5;
+
+ private final int pageSize;
+ private final int[][] dataTobePacked = new int[33][];
+ private int[] exceptData = null;
+
+ // Working area for compress and uncompress.
+ private final int[] dataPointers = new int[33];
+ private final int[] freqs = new int[33];
+ private final byte[] bem;
+ /**
+ * Construct the FastPFOR CODEC.
+ *
+ * @param pagesize
+ * the desired page size (recommended value is
+ * FastPFOR.DEFAULT_PAGE_SIZE)
+ */
+ private VectorFastPFOR(int pagesize) {
+ pageSize = pagesize;
+ // Initiate arrrays.
+ bem = new byte[3 * pageSize / BLOCK_SIZE + pagesize];
+ for (int k = 1; k < dataTobePacked.length; ++k)
+ dataTobePacked[k] = new int[pageSize / 32 * 4]; // heuristic
+ exceptData = new int[pageSize * 4];
+ }
+
+ /**
+ * Construct the fastPFOR CODEC with default parameters.
+ */
+ public VectorFastPFOR() { this(DEFAULT_PAGE_SIZE); }
+
+ /**
+ * Compress data in blocks of BLOCK_SIZE integers (if fewer than BLOCK_SIZE
+ * integers are provided, nothing is done).
+ *
+ * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper)
+ */
+ @Override
+ public void headlessCompress(int[] in, IntWrapper inpos, int inlength,
+ int[] out, IntWrapper outpos) {
+ inlength = inlength - inlength % BLOCK_SIZE;
+ // Allocate memory for working area.
+
+ final int finalinpos = inpos.get() + inlength;
+ while (inpos.get() != finalinpos) {
+ int thissize = Math.min(pageSize, finalinpos - inpos.get());
+ encodePage(in, inpos, thissize, out, outpos);
+ }
+ }
+
+ private void getBestBitSize(int[] in, int pos, int index) {
+ Arrays.fill(freqs, 0);
+ for (int i = pos, limit = pos + BLOCK_SIZE; i < limit; i++) {
+ freqs[32 - Integer.numberOfLeadingZeros(in[i])]++;
+ }
+ bem[index] = 32;
+ while (freqs[bem[index]] == 0)
+ bem[index]--;
+ bem[index + 2] = bem[index];
+ int maxb = bem[index + 2];
+ int bestcost = bem[index] * BLOCK_SIZE;
+ int cexcept = 0;
+ bem[index + 1] = 0;
+ for (int b = bem[index] - 1; b >= 0; --b) {
+ cexcept += freqs[b + 1];
+ if (cexcept == BLOCK_SIZE)
+ break;
+ // the extra 8 is the cost of storing maxbits
+ int thiscost = cexcept * OVERHEAD_OF_EACH_EXCEPT + cexcept * (maxb - b) +
+ b * BLOCK_SIZE + 8;
+ if (maxb - b == 1)
+ thiscost -= cexcept;
+ if (thiscost < bestcost) {
+ bestcost = thiscost;
+ bem[index] = (byte)b;
+ bem[index + 1] = (byte)cexcept;
+ }
+ }
+ }
+
+ private void encodePage(int[] in, IntWrapper inpos, int thissize, int[] out,
+ IntWrapper outpos) {
+ final int headerpos = outpos.get();
+ outpos.increment();
+ int tmpoutpos = outpos.get();
+
+ // Clear working area.
+ Arrays.fill(dataPointers, 0);
+ Arrays.fill(bem, (byte)0);
+
+ int tmpinpos = inpos.get();
+ final int finalinpos = tmpinpos + thissize - BLOCK_SIZE;
+ int bindex = 0;
+ for (; tmpinpos <= finalinpos; tmpinpos += BLOCK_SIZE) {
+ getBestBitSize(in, tmpinpos, bindex);
+ final int tmpexcept = bem[bindex + 1] & 0xFF;
+ final int tmpbestb = bem[bindex];
+ if (tmpexcept > 0) {
+ final int index = bem[bindex + 2] - tmpbestb;
+ if (dataPointers[index] + tmpexcept >= dataTobePacked[index].length) {
+ int newsize = 2 * (dataPointers[index] + tmpexcept);
+ int val = newsize + BLOCK_SIZE - 1;
+ newsize = val - val % BLOCK_SIZE;
+ dataTobePacked[index] = Arrays.copyOf(dataTobePacked[index], newsize);
+ }
+ bindex += 3;
+ for (int k = 0; k < BLOCK_SIZE; ++k) {
+ if ((in[k + tmpinpos] >>> tmpbestb) != 0) {
+ // we have an exception
+ bem[bindex++] = (byte)k;
+ dataTobePacked[index][dataPointers[index]++] =
+ in[k + tmpinpos] >>> tmpbestb;
+ }
+ }
+ } else {
+ bindex += 2;
+ }
+ VectorBitPacker.fastpack(in, tmpinpos, out, tmpoutpos, tmpbestb);
+ tmpoutpos += INTS_PER_BLOCK * tmpbestb;
+ }
+ inpos.set(tmpinpos);
+ out[headerpos] = tmpoutpos - headerpos;
+
+ int bytesize = bindex;
+ out[tmpoutpos++] = bytesize;
+
+ bytesize = bytesize % 4 == 0 ? bytesize : (bytesize / 4) * 4 + 4;
+ for (int i = 0; i <= bytesize - 4; i += 4) {
+ out[tmpoutpos] = bem[i] & 0xFF;
+ out[tmpoutpos] |= (bem[i + 1] & 0xFF) << 8;
+ out[tmpoutpos] |= (bem[i + 2] & 0xFF) << 16;
+ out[tmpoutpos] |= (bem[i + 3] & 0xFF) << 24;
+ tmpoutpos++;
+ }
+
+ int bitmap = 0;
+ for (int k = 2; k <= 32; ++k) {
+ if (dataPointers[k] != 0)
+ bitmap |= (1 << (k - 1));
+ }
+ out[tmpoutpos++] = bitmap;
+
+ for (int k = 2; k <= 32; ++k) {
+ if (dataPointers[k] != 0) {
+ out[tmpoutpos++] = dataPointers[k]; // size
+ int j = 0;
+ int n = (dataPointers[k] / BLOCK_SIZE) * BLOCK_SIZE;
+ for (; j < n; j += BLOCK_SIZE) {
+ VectorBitPacker.fastpackNoMask(dataTobePacked[k], j, out, tmpoutpos,
+ k);
+ tmpoutpos += INTS_PER_BLOCK * k;
+ }
+ int r = dataPointers[k] % BLOCK_SIZE;
+ if (r != 0) {
+ tmpoutpos = VectorBitPacker.slowpack(dataTobePacked[k], j, r, out,
+ tmpoutpos, k);
+ tmpoutpos++;
+ }
+ }
+ }
+ outpos.set(tmpoutpos);
+ }
+
+ /**
+ * Uncompress data in blocks of integers. In this particular case,
+ * the inlength parameter is ignored: it is deduced from the compressed
+ * data.
+ *
+ * @see IntegerCODEC#compress(int[], IntWrapper, int, int[], IntWrapper)
+ */
+ @Override
+ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength,
+ int[] out, IntWrapper outpos, int mynvalue) {
+ mynvalue = mynvalue - mynvalue % BLOCK_SIZE;
+ int finalout = outpos.get() + mynvalue;
+ while (outpos.get() != finalout) {
+ int thissize = Math.min(pageSize, finalout - outpos.get());
+ decodePage(in, inpos, out, outpos, thissize);
+ }
+ }
+
+ @Override
+ public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) {
+ throw new UnsupportedOperationException("Calculating the max compressed length is not supported yet.");
+ }
+
+ private void loadMetaData(int[] in, int inexcept, int bytesize) {
+ // Arrays.fill(bem, (byte)0);
+ int len = (bytesize + 3) / 4;
+ int lc = 0;
+ for (int i = 0; i < len; i++) {
+ bem[lc++] = (byte)(in[inexcept + i]);
+ bem[lc++] = (byte)(in[inexcept + i] >>> 8);
+ bem[lc++] = (byte)(in[inexcept + i] >>> 16);
+ bem[lc++] = (byte)(in[inexcept + i] >>> 24);
+ }
+ }
+
+ private void decodePage(int[] in, IntWrapper inpos, int[] out,
+ IntWrapper outpos, int thissize) {
+ final int initpos = inpos.get();
+ final int wheremeta = in[inpos.get()];
+ inpos.increment();
+ int inexcept = initpos + wheremeta;
+
+ final int bytesize = in[inexcept++];
+ loadMetaData(in, inexcept, bytesize);
+ inexcept += (bytesize + 3) / 4;
+ final int bitmap = in[inexcept++];
+ for (int k = 2; k <= 32; ++k) {
+ if ((bitmap & (1 << (k - 1))) != 0) {
+ int size = in[inexcept++];
+ int val = size + BLOCK_SIZE - 1;
+ int roundedup = val - val % BLOCK_SIZE;
+ if (dataTobePacked[k].length < roundedup)
+ dataTobePacked[k] = new int[roundedup];
+ if (inexcept + roundedup / 32 * k <= in.length) {
+ int j = 0;
+ int len = (size / BLOCK_SIZE) * BLOCK_SIZE;
+ for (; j < len; j += BLOCK_SIZE) {
+ VectorBitPacker.fastunpack(in, inexcept, dataTobePacked[k], j, k);
+ inexcept += INTS_PER_BLOCK * k;
+ }
+ int r = size % BLOCK_SIZE;
+ inexcept = VectorBitPacker.slowunpack(in, inexcept, dataTobePacked[k],
+ j, r, k);
+ } else {
+ int j = 0;
+ val = roundedup / 32 * k + BLOCK_SIZE - 1;
+ int[] buf = new int[val - val % BLOCK_SIZE];
+ int initinexcept = inexcept;
+ System.arraycopy(in, inexcept, buf, 0, in.length - inexcept);
+ int l = (size / BLOCK_SIZE) * BLOCK_SIZE;
+ for (; j < l; j += BLOCK_SIZE) {
+ VectorBitPacker.fastunpack(buf, inexcept - initinexcept,
+ dataTobePacked[k], j, k);
+ inexcept += INTS_PER_BLOCK * k;
+ }
+ int r = size % BLOCK_SIZE;
+ inexcept = VectorBitPacker.slowunpack(in, inexcept, dataTobePacked[k],
+ j, r, k);
+ }
+ }
+ }
+ Arrays.fill(dataPointers, 0);
+ int tmpoutpos = outpos.get();
+ int tmpinpos = inpos.get();
+ int idx = 0;
+ for (int run = 0, run_end = thissize / BLOCK_SIZE; run < run_end;
+ ++run, tmpoutpos += BLOCK_SIZE) {
+ final int b = bem[idx]; // byteContainer.get();
+ final int cexcept = bem[idx + 1] & 0xFF; // byteContainer.get() & 0xFF;
+ VectorBitPacker.fastunpack(in, tmpinpos, out, tmpoutpos, b);
+ tmpinpos += INTS_PER_BLOCK * b;
+ if (cexcept > 0) {
+ final int maxbits = bem[idx + 2]; // byteContainer.get();
+ idx += 3;
+ final int index = maxbits - b;
+ if (index == 1) {
+ for (int k = 0; k < cexcept; ++k) {
+ final int pos = bem[idx++] & 0xFF; // byteContainer.get() & 0xFF;
+ out[pos + tmpoutpos] |= 1 << b;
+ }
+ } else {
+ for (int k = 0; k < cexcept; ++k) {
+ final int pos = bem[idx++] & 0xFF; // byteContainer.get() & 0xFF;
+ final int exceptvalue =
+ dataTobePacked[index][dataPointers[index]++];
+ out[pos + tmpoutpos] |= exceptvalue << b;
+ }
+ }
+ } else {
+ idx += 2;
+ }
+ }
+ outpos.set(tmpoutpos);
+ inpos.set(inexcept);
+ }
+
+ @Override
+ public void compress(int[] in, IntWrapper inpos, int inlength, int[] out,
+ IntWrapper outpos) {
+ inlength = inlength - inlength % BLOCK_SIZE;
+ if (inlength == 0)
+ return;
+ out[outpos.get()] = inlength;
+ outpos.increment();
+ headlessCompress(in, inpos, inlength, out, outpos);
+ }
+
+ @Override
+ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out,
+ IntWrapper outpos) {
+ if (inlength == 0)
+ return;
+ final int outlength = in[inpos.get()];
+ inpos.increment();
+ headlessUncompress(in, inpos, inlength, out, outpos, outlength);
+ }
+ @Override
+ public String toString() {
+ return this.getClass().getSimpleName();
+ }
+
+ /**
+ * Creates a new buffer of the requested size.
+ *
+ * In case you need a different way to allocate buffers, you can override this
+ * method with a custom behavior. The default implementation allocates a new
+ * Java direct
+ * {@link ByteBuffer} on each invocation.
+ */
+ protected ByteBuffer makeBuffer(int sizeInBytes) {
+ return ByteBuffer.allocateDirect(sizeInBytes);
+ }
+}
diff --git a/src/main/java/me/lemire/longcompression/ByteLongCODEC.java b/src/main/java/me/lemire/longcompression/ByteLongCODEC.java
new file mode 100644
index 0000000..dbc6864
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/ByteLongCODEC.java
@@ -0,0 +1,62 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression;
+
+import me.lemire.integercompression.IntWrapper;
+
+/**
+ * Interface describing a CODEC to compress longs to bytes.
+ *
+ * @author Benoit Lacelle
+ *
+ */
+public interface ByteLongCODEC {
+ /**
+ * Compress data from an array to another array.
+ *
+ * Both inpos and outpos are modified to represent how much data was
+ * read and written to. If 12 longs (inlength = 12) are compressed to 3
+ * bytes, then inpos will be incremented by 12 while outpos will be
+ * incremented by 3. We use IntWrapper to pass the values by reference.
+ *
+ * @param in
+ * input array
+ * @param inpos
+ * location in the input array
+ * @param inlength
+ * how many longs to compress
+ * @param out
+ * output array
+ * @param outpos
+ * where to write in the output array
+ */
+ public void compress(long[] in, IntWrapper inpos, int inlength,
+ byte[] out, IntWrapper outpos);
+
+ /**
+ * Uncompress data from an array to another array.
+ *
+ * Both inpos and outpos parameters are modified to indicate new
+ * positions after read/write.
+ *
+ * @param in
+ * array containing data in compressed form
+ * @param inpos
+ * where to start reading in the array
+ * @param inlength
+ * length of the compressed data (ignored by some
+ * schemes)
+ * @param out
+ * array where to write the compressed output
+ * @param outpos
+ * where to write the compressed output in out
+ */
+ public void uncompress(byte[] in, IntWrapper inpos, int inlength,
+ long[] out, IntWrapper outpos);
+
+}
diff --git a/src/main/java/me/lemire/longcompression/IntegratedLongCODEC.java b/src/main/java/me/lemire/longcompression/IntegratedLongCODEC.java
new file mode 100644
index 0000000..b21ef68
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/IntegratedLongCODEC.java
@@ -0,0 +1,11 @@
+package me.lemire.longcompression;
+
+/**
+ * This is just like LongCODEC, except that it indicates that delta coding is
+ * "integrated", so that you don't need a separate step for delta coding.
+ *
+ * @author Benoit Lacelle
+ */
+public interface IntegratedLongCODEC extends LongCODEC {
+
+}
diff --git a/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java b/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java
new file mode 100644
index 0000000..35c1166
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java
@@ -0,0 +1,189 @@
+package me.lemire.longcompression;
+
+import java.util.Arrays;
+
+import me.lemire.integercompression.BinaryPacking;
+import me.lemire.integercompression.Composition;
+import me.lemire.integercompression.IntCompressor;
+import me.lemire.integercompression.IntWrapper;
+import me.lemire.integercompression.IntegerCODEC;
+import me.lemire.integercompression.VariableByte;
+
+/**
+ * A {@link LongCODEC} which split each long in a highpart (32 first bits) and a low part (32 last bits).
+ *
+ * @author Benoit Lacelle
+ *
+ */
+public class LongAs2IntsCodec implements LongCODEC {
+ final IntegerCODEC highPartsCodec;
+ final IntegerCODEC lowPartsCodec;
+
+ public LongAs2IntsCodec(IntegerCODEC highPartsCodec, IntegerCODEC lowPartsCodec) {
+ this.highPartsCodec = highPartsCodec;
+ this.lowPartsCodec = lowPartsCodec;
+ }
+
+ /**
+ * By default, we expect longs to be slightly above Integer.MAX_VALUE. Hence highParts to be small and positive
+ * integers. For lowParts, we rely on {@link IntCompressor} default IntegerCODEC
+ */
+ public LongAs2IntsCodec() {
+ this(new VariableByte(), new Composition(new BinaryPacking(), new VariableByte()));
+ }
+
+ @Override
+ public void compress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) {
+ if (inlength == 0) {
+ return;
+ }
+
+ int[] highParts = new int[inlength];
+ int[] lowParts = new int[inlength];
+
+ for (int i = 0; i < inlength; i++) {
+ int inPosition = inpos.get() + i;
+
+ highParts[i] = RoaringIntPacking.high(in[inPosition]);
+ lowParts[i] = RoaringIntPacking.low(in[inPosition]);
+ }
+
+ // TODO What would be a relevant buffer size?
+ int[] buffer = new int[inlength * 16];
+
+ int outPosition = outpos.get();
+
+ boolean hasLeftover;
+ {
+ // The first integer is reserved to hold the number of compressed ints
+ IntWrapper highPartsOutPosition = new IntWrapper(1);
+
+ highPartsCodec.compress(highParts, new IntWrapper(), inlength, buffer, highPartsOutPosition);
+
+ // Record the compressedHighparts length
+ buffer[0] = highPartsOutPosition.get() - 1;
+
+ for (int i = 0; i < highPartsOutPosition.get() / 2; i++) {
+ long pack = RoaringIntPacking.pack(buffer[i * 2], buffer[i * 2 + 1]);
+ out[outPosition++] = pack;
+ }
+
+ if (1 == highPartsOutPosition.get() % 2) {
+ // Shift the trailing integer as first in the buffer
+ hasLeftover = true;
+ buffer[0] = buffer[highPartsOutPosition.get() - 1];
+ } else {
+ hasLeftover = false;
+ }
+ }
+
+ {
+ // The first integer is reserved to hold the number of compressed ints
+ IntWrapper lowPartsOutPosition = new IntWrapper(1);
+ if (hasLeftover) {
+ // Keep the trailing int from highParts before the reserved int from lowParts compressed length
+ lowPartsOutPosition.set(2);
+ }
+
+ lowPartsCodec.compress(lowParts, new IntWrapper(0), inlength, buffer, lowPartsOutPosition);
+
+ // Record the compressedHighparts length
+ buffer[hasLeftover ? 1 : 0] = lowPartsOutPosition.get() - (hasLeftover ? 2 : 1);
+
+ for (int i = 0; i < lowPartsOutPosition.get() / 2; i++) {
+ long pack = RoaringIntPacking.pack(buffer[i * 2], buffer[i * 2 + 1]);
+ out[outPosition++] = pack;
+ }
+
+ if (1 == lowPartsOutPosition.get() % 2) {
+ // The trailing integer is packed with a 0
+ long pack = RoaringIntPacking.pack(buffer[lowPartsOutPosition.get() - 1], 0);
+ out[outPosition++] = pack;
+ }
+ }
+
+ inpos.add(inlength);
+ outpos.set(outPosition);
+ }
+
+ /**
+ * inlength is ignored by this codec. We may rely on it instead of storing the compressedLowPart length
+ */
+ @Override
+ public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) {
+ if (inlength == 0) {
+ return;
+ }
+
+ int longIndex = inpos.get();
+
+ int nbCompressedHighParts = RoaringIntPacking.high(in[longIndex]);
+ int[] compressedHighParts = new int[nbCompressedHighParts];
+
+ // !highPart as we just read the highPart for nbCompressedHighParts
+ boolean highPart = false;
+ for (int i = 0; i < nbCompressedHighParts; i++) {
+ int nextInt;
+ if (highPart) {
+ nextInt = RoaringIntPacking.high(in[longIndex + (i + 1) / 2]);
+ } else {
+ nextInt = RoaringIntPacking.low(in[longIndex + (i + 1) / 2]);
+ }
+ compressedHighParts[i] = nextInt;
+
+ highPart = !highPart;
+ }
+
+ // TODO What would be a relevant buffer size?
+ int[] buffer = new int[inlength * 16];
+
+ IntWrapper highPartsOutPosition = new IntWrapper();
+ highPartsCodec.uncompress(compressedHighParts,
+ new IntWrapper(),
+ compressedHighParts.length,
+ buffer,
+ highPartsOutPosition);
+ int[] highParts = Arrays.copyOf(buffer, highPartsOutPosition.get());
+
+ // +1 as we initially read nbCompressedHighParts
+ int intIndexNbCompressedLowParts = longIndex * 2 + 1 + nbCompressedHighParts;
+ int nbCompressedLowParts;
+ if (highPart) {
+ nbCompressedLowParts = RoaringIntPacking.high(in[intIndexNbCompressedLowParts / 2]);
+ } else {
+ nbCompressedLowParts = RoaringIntPacking.low(in[intIndexNbCompressedLowParts / 2]);
+ }
+ highPart = !highPart;
+
+ int[] compressedLowParts = new int[nbCompressedLowParts];
+ for (int i = 0; i < nbCompressedLowParts; i++) {
+ int nextInt;
+ if (highPart) {
+ nextInt = RoaringIntPacking.high(in[(intIndexNbCompressedLowParts + 1 + i) / 2]);
+ } else {
+ nextInt = RoaringIntPacking.low(in[(intIndexNbCompressedLowParts + 1 + i) / 2]);
+ }
+ compressedLowParts[i] = nextInt;
+
+ highPart = !highPart;
+ }
+
+ IntWrapper lowPartsOutPosition = new IntWrapper();
+ lowPartsCodec.uncompress(compressedLowParts,
+ new IntWrapper(),
+ compressedLowParts.length,
+ buffer,
+ lowPartsOutPosition);
+ int[] lowParts = Arrays.copyOf(buffer, lowPartsOutPosition.get());
+ assert highParts.length == lowParts.length;
+
+ int outposition = outpos.get();
+ for (int i = 0; i < highParts.length; i++) {
+ out[outposition++] = RoaringIntPacking.pack(highParts[i], lowParts[i]);
+ }
+
+ inpos.add(inlength);
+ outpos.set(outposition);
+ }
+
+}
diff --git a/src/main/java/me/lemire/longcompression/LongBinaryPacking.java b/src/main/java/me/lemire/longcompression/LongBinaryPacking.java
new file mode 100644
index 0000000..b6ea58f
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/LongBinaryPacking.java
@@ -0,0 +1,153 @@
+package me.lemire.longcompression;
+
+import me.lemire.integercompression.BinaryPacking;
+import me.lemire.integercompression.IntWrapper;
+import me.lemire.integercompression.Util;
+
+/**
+ * Scheme based on a commonly used idea: can be extremely fast.
+ * It encodes integers in blocks of 64 longs. For arrays containing
+ * an arbitrary number of longs, you should use it in conjunction
+ * with another CODEC:
+ *
+ * LongCODEC ic =
+ * new Composition(new LongBinaryPacking(), new LongVariableByte()).
+ *
+ * Note that this does not use differential coding: if you are working on sorted
+ * lists, you must compute the deltas separately.
+ *
+ *
+ * For details, please see {@link BinaryPacking}
+ *
+ *
+ * @author Benoit Lacelle
+ */
+public final class LongBinaryPacking implements LongCODEC, SkippableLongCODEC {
+ public final static int BLOCK_SIZE = 64;
+ private static final int MAX_BIT_WIDTH = Long.SIZE;
+
+ @Override
+ public void compress(long[] in, IntWrapper inpos, int inlength,
+ long[] out, IntWrapper outpos) {
+ inlength = Util.greatestMultiple(inlength, BLOCK_SIZE);
+ if (inlength == 0)
+ return;
+ out[outpos.get()] = inlength;
+ outpos.increment();
+ headlessCompress(in, inpos, inlength, out, outpos);
+ }
+
+ @Override
+ public void headlessCompress(long[] in, IntWrapper inpos, int inlength,
+ long[] out, IntWrapper outpos) {
+ inlength = Util.greatestMultiple(inlength, BLOCK_SIZE);
+ int tmpoutpos = outpos.get();
+ int s = inpos.get();
+ // Compress by block of 8 * 64 longs as much as possible
+ for (; s + BLOCK_SIZE * 8 - 1 < inpos.get() + inlength; s += BLOCK_SIZE * 8) {
+ // maxbits can be anything between 0 and 64 included: expressed within a byte (1 << 6)
+ final int mbits1 = LongUtil.maxbits(in, s + 0 * BLOCK_SIZE, BLOCK_SIZE);
+ final int mbits2 = LongUtil.maxbits(in, s + 1 * BLOCK_SIZE, BLOCK_SIZE);
+ final int mbits3 = LongUtil.maxbits(in, s + 2 * BLOCK_SIZE, BLOCK_SIZE);
+ final int mbits4 = LongUtil.maxbits(in, s + 3 * BLOCK_SIZE, BLOCK_SIZE);
+ final int mbits5 = LongUtil.maxbits(in, s + 4 * BLOCK_SIZE, BLOCK_SIZE);
+ final int mbits6 = LongUtil.maxbits(in, s + 5 * BLOCK_SIZE, BLOCK_SIZE);
+ final int mbits7 = LongUtil.maxbits(in, s + 6 * BLOCK_SIZE, BLOCK_SIZE);
+ final int mbits8 = LongUtil.maxbits(in, s + 7 * BLOCK_SIZE, BLOCK_SIZE);
+ // The first long expressed the maxbits for the 8 buckets
+ out[tmpoutpos++] = ((long) mbits1 << 56) | ((long) mbits2 << 48) | ((long) mbits3 << 40) | ((long) mbits4 << 32) | (mbits5 << 24) | (mbits6 << 16) | (mbits7 << 8) | (mbits8);
+ LongBitPacking.fastpackwithoutmask(in, s + 0 * BLOCK_SIZE, out, tmpoutpos, (int) mbits1);
+ tmpoutpos += mbits1;
+ LongBitPacking.fastpackwithoutmask(in, s + 1 * BLOCK_SIZE, out, tmpoutpos, (int) mbits2);
+ tmpoutpos += mbits2;
+ LongBitPacking.fastpackwithoutmask(in, s + 2 * BLOCK_SIZE, out, tmpoutpos, (int) mbits3);
+ tmpoutpos += mbits3;
+ LongBitPacking.fastpackwithoutmask(in, s + 3 * BLOCK_SIZE, out, tmpoutpos, (int) mbits4);
+ tmpoutpos += mbits4;
+ LongBitPacking.fastpackwithoutmask(in, s + 4 * BLOCK_SIZE, out, tmpoutpos, (int) mbits5);
+ tmpoutpos += mbits5;
+ LongBitPacking.fastpackwithoutmask(in, s + 5 * BLOCK_SIZE, out, tmpoutpos, (int) mbits6);
+ tmpoutpos += mbits6;
+ LongBitPacking.fastpackwithoutmask(in, s + 6 * BLOCK_SIZE, out, tmpoutpos, (int) mbits7);
+ tmpoutpos += mbits7;
+ LongBitPacking.fastpackwithoutmask(in, s + 7 * BLOCK_SIZE, out, tmpoutpos, (int) mbits8);
+ tmpoutpos += mbits8;
+ }
+ // Then we compress up to 7 blocks of 64 longs
+ for (; s < inpos.get() + inlength; s += BLOCK_SIZE ) {
+ final int mbits = LongUtil.maxbits(in, s, BLOCK_SIZE);
+ out[tmpoutpos++] = mbits;
+ LongBitPacking.fastpackwithoutmask(in, s, out, tmpoutpos, mbits);
+ tmpoutpos += mbits;
+ }
+ inpos.add(inlength);
+ outpos.set(tmpoutpos);
+ }
+
+ @Override
+ public void uncompress(long[] in, IntWrapper inpos, int inlength,
+ long[] out, IntWrapper outpos) {
+ if (inlength == 0)
+ return;
+ final int outlength = (int) in[inpos.get()];
+ inpos.increment();
+ headlessUncompress(in,inpos, inlength,out,outpos,outlength);
+ }
+
+ @Override
+ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength,
+ long[] out, IntWrapper outpos, int num) {
+ final int outlength = Util.greatestMultiple(num, BLOCK_SIZE);
+ int tmpinpos = inpos.get();
+ int s = outpos.get();
+ for (; s + BLOCK_SIZE * 8 - 1 < outpos.get() + outlength; s += BLOCK_SIZE * 8) {
+ final int mbits1 = (int) ((in[tmpinpos] >>> 56));
+ final int mbits2 = (int) ((in[tmpinpos] >>> 48) & 0xFF);
+ final int mbits3 = (int) ((in[tmpinpos] >>> 40) & 0xFF);
+ final int mbits4 = (int) ((in[tmpinpos] >>> 32) & 0xFF);
+ final int mbits5 = (int) ((in[tmpinpos] >>> 24) & 0xFF);
+ final int mbits6 = (int) ((in[tmpinpos] >>> 16) & 0xFF);
+ final int mbits7 = (int) ((in[tmpinpos] >>> 8) & 0xFF);
+ final int mbits8 = (int) ((in[tmpinpos]) & 0xFF);
+ ++tmpinpos;
+ LongBitPacking.fastunpack(in, tmpinpos, out, s + 0 * BLOCK_SIZE, mbits1);
+ tmpinpos += mbits1;
+ LongBitPacking.fastunpack(in, tmpinpos, out, s + 1 * BLOCK_SIZE, mbits2);
+ tmpinpos += mbits2;
+ LongBitPacking.fastunpack(in, tmpinpos, out, s + 2 * BLOCK_SIZE, mbits3);
+ tmpinpos += mbits3;
+ LongBitPacking.fastunpack(in, tmpinpos, out, s + 3 * BLOCK_SIZE, mbits4);
+ tmpinpos += mbits4;
+ LongBitPacking.fastunpack(in, tmpinpos, out, s + 4 * BLOCK_SIZE, mbits5);
+ tmpinpos += mbits5;
+ LongBitPacking.fastunpack(in, tmpinpos, out, s + 5 * BLOCK_SIZE, mbits6);
+ tmpinpos += mbits6;
+ LongBitPacking.fastunpack(in, tmpinpos, out, s + 6 * BLOCK_SIZE, mbits7);
+ tmpinpos += mbits7;
+ LongBitPacking.fastunpack(in, tmpinpos, out, s + 7 * BLOCK_SIZE, mbits8);
+ tmpinpos += mbits8;
+ }
+ for (; s < outpos.get() + outlength; s += BLOCK_SIZE ) {
+ final int mbits = (int) in[tmpinpos];
+ ++tmpinpos;
+ LongBitPacking.fastunpack(in, tmpinpos, out, s, mbits);
+ tmpinpos += mbits;
+ }
+ outpos.add(outlength);
+ inpos.set(tmpinpos);
+ }
+
+ @Override
+ public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) {
+ int blockCount = inlength / BLOCK_SIZE;
+ int headersSizeInLongs = blockCount / Long.BYTES + (blockCount % Long.BYTES);
+ int blocksSizeInLongs = blockCount * MAX_BIT_WIDTH;
+ compressedPositions.add(blockCount * BLOCK_SIZE);
+ return headersSizeInLongs + blocksSizeInLongs;
+ }
+
+ @Override
+ public String toString() {
+ return this.getClass().getSimpleName();
+ }
+}
diff --git a/src/main/java/me/lemire/longcompression/LongBitPacking.java b/src/main/java/me/lemire/longcompression/LongBitPacking.java
new file mode 100644
index 0000000..2d282ec
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/LongBitPacking.java
@@ -0,0 +1,146 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression;
+
+import java.util.Arrays;
+
+/**
+ * Bitpacking routines
+ *
+ * For details, please see
+ *
+ * Daniel Lemire and Leonid Boytsov, Decoding billions of integers per second
+ * through vectorization Software: Practice & Experience
+ * http://onlinelibrary.wiley.com/doi/10.1002/spe.2203/abstract
+ * http://arxiv.org/abs/1209.2137
+ *
+ *
+ * @author Benoit Lacelle
+ *
+ */
+public final class LongBitPacking {
+
+ /**
+ * Pack 64 longs
+ *
+ * @param in
+ * source array
+ * @param inpos
+ * position in source array
+ * @param out
+ * output array
+ * @param outpos
+ * position in output array
+ * @param bit
+ * number of bits to use per long
+ */
+ public static void fastpackwithoutmask(final long[] in, final int inpos,
+ final long[] out, final int outpos, final int bit) {
+ if (bit == 0) {
+ fastpackwithoutmask0(in, inpos, out, outpos);
+ } else if (bit == 64) {
+ fastpackwithoutmask64(in, inpos, out, outpos);
+ } else if (bit > 0 && bit < 64) {
+ slowpackwithoutmask(in, inpos, out, outpos, bit);
+ } else {
+ throw new IllegalArgumentException("Unsupported bit width: " + bit);
+ }
+ }
+
+ protected static void fastpackwithoutmask0(final long[] in, int inpos,
+ final long[] out, int outpos) {
+ // nothing
+ }
+
+ protected static void fastpackwithoutmask64(final long[] in, int inpos,
+ final long[] out, int outpos) {
+ System.arraycopy(in, inpos, out, outpos, 64);
+ }
+
+ protected static void slowpackwithoutmask(final long[] in, int inpos,
+ final long[] out, int outpos, final int bit) {
+ int bucket = 0;
+ int shift = 0;
+
+ out[outpos + bucket] = 0L;
+ for (int i = 0 ; i < 64 ; i++) {
+ if (shift >= 64) {
+ bucket++;
+ out[bucket + outpos] = 0L;
+ shift -= 64;
+
+ if (shift > 0) {
+ // There is some leftovers from previous input in the next bucket
+ out[outpos + bucket] |= in[inpos + i - 1] >> (bit - shift);
+ }
+ }
+ out[outpos + bucket] |= in[inpos + i] << shift;
+
+ shift += bit;
+ }
+ }
+
+
+ /**
+ * Unpack the 64 longs
+ *
+ * @param in
+ * source array
+ * @param inpos
+ * starting point in the source array
+ * @param out
+ * output array
+ * @param outpos
+ * starting point in the output array
+ * @param bit
+ * how many bits to use per integer
+ */
+ public static void fastunpack(final long[] in, final int inpos,
+ final long[] out, final int outpos, final int bit) {
+ if (bit == 0) {
+ fastunpack0(in, inpos, out, outpos);
+ } else if (bit == 64) {
+ fastunpack64(in, inpos, out, outpos);
+ } else if (bit > 0 && bit < 64) {
+ slowunpack(in, inpos, out, outpos, bit);
+ } else {
+ throw new IllegalArgumentException("Unsupported bit width: " + bit);
+ }
+ }
+
+
+ protected static void fastunpack0(final long[] in, int inpos,
+ final long[] out, int outpos) {
+ Arrays.fill(out, outpos, outpos + 64, 0);
+ }
+
+ protected static void fastunpack64(final long[] in, int inpos,
+ final long[] out, int outpos) {
+ System.arraycopy(in, inpos, out, outpos, 64);
+ }
+
+ protected static void slowunpack(final long[] in, int inpos,
+ final long[] out, int outpos, final int bit) {
+ int bucket = 0;
+ int shift = 0;
+ for (int i = 0 ; i < 64 ; i++) {
+ if (shift >= 64) {
+ bucket++;
+ shift -= 64;
+
+ if (shift > 0) {
+ // There is some leftovers from previous input in the next bucket
+ out[outpos + i - 1] |= (in[inpos + bucket] << (bit - shift) & ((1L << bit) - 1));
+ }
+ }
+ out[outpos + i] = ((in[inpos + bucket] >>> shift) & ((1L << bit) - 1));
+
+ shift += bit;
+ }
+ }
+}
diff --git a/src/main/java/me/lemire/longcompression/LongCODEC.java b/src/main/java/me/lemire/longcompression/LongCODEC.java
new file mode 100644
index 0000000..0951ffd
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/LongCODEC.java
@@ -0,0 +1,62 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression;
+
+import me.lemire.integercompression.IntWrapper;
+
+/**
+ * Interface describing a standard CODEC to compress longs.
+ *
+ * @author Benoit Lacelle
+ *
+ */
+public interface LongCODEC {
+ /**
+ * Compress data from an array to another array.
+ *
+ * Both inpos and outpos are modified to represent how much data was
+ * read and written to. If 12 longs (inlength = 12) are compressed to 3
+ * longs, then inpos will be incremented by 12 while outpos will be
+ * incremented by 3. We use IntWrapper to pass the values by reference.
+ *
+ * @param in
+ * input array
+ * @param inpos
+ * where to start reading in the array
+ * @param inlength
+ * how many longs to compress
+ * @param out
+ * output array
+ * @param outpos
+ * where to write in the output array
+ */
+ public void compress(long[] in, IntWrapper inpos, int inlength,
+ long[] out, IntWrapper outpos);
+
+ /**
+ * Uncompress data from an array to another array.
+ *
+ * Both inpos and outpos parameters are modified to indicate new
+ * positions after read/write.
+ *
+ * @param in
+ * array containing data in compressed form
+ * @param inpos
+ * where to start reading in the array
+ * @param inlength
+ * length of the compressed data (ignored by some
+ * schemes)
+ * @param out
+ * array where to write the uncompressed output
+ * @param outpos
+ * where to start writing the uncompressed output in out
+ */
+ public void uncompress(long[] in, IntWrapper inpos, int inlength,
+ long[] out, IntWrapper outpos);
+
+}
diff --git a/src/main/java/me/lemire/longcompression/LongComposition.java b/src/main/java/me/lemire/longcompression/LongComposition.java
new file mode 100644
index 0000000..5111a51
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/LongComposition.java
@@ -0,0 +1,71 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+package me.lemire.longcompression;
+
+import me.lemire.integercompression.IntWrapper;
+
+/**
+ * Helper class to compose schemes.
+ *
+ * @author Benoit Lacelle
+ */
+public class LongComposition implements LongCODEC {
+ LongCODEC F1, F2;
+
+ /**
+ * Compose a scheme from a first one (f1) and a second one (f2). The
+ * first one is called first and then the second one tries to compress
+ * whatever remains from the first run.
+ *
+ * By convention, the first scheme should be such that if, during
+ * decoding, a 32-bit zero is first encountered, then there is no
+ * output.
+ *
+ * @param f1
+ * first codec
+ * @param f2
+ * second codec
+ */
+ public LongComposition(LongCODEC f1, LongCODEC f2) {
+ F1 = f1;
+ F2 = f2;
+ }
+
+ @Override
+ public void compress(long[] in, IntWrapper inpos, int inlength,
+ long[] out, IntWrapper outpos) {
+ if (inlength == 0) {
+ return;
+ }
+ int inposInit = inpos.get();
+ int outposInit = outpos.get();
+ F1.compress(in, inpos, inlength, out, outpos);
+ if (outpos.get() == outposInit) {
+ out[outposInit] = 0;
+ outpos.increment();
+ }
+ inlength -= inpos.get() - inposInit;
+ F2.compress(in, inpos, inlength, out, outpos);
+ }
+
+ @Override
+ public void uncompress(long[] in, IntWrapper inpos, int inlength,
+ long[] out, IntWrapper outpos) {
+ if (inlength == 0)
+ return;
+ final int init = inpos.get();
+ F1.uncompress(in, inpos, inlength, out, outpos);
+ inlength -= inpos.get() - init;
+ F2.uncompress(in, inpos, inlength, out, outpos);
+ }
+
+ @Override
+ public String toString() {
+ return F1.toString() + " + " + F2.toString();
+ }
+
+}
diff --git a/src/main/java/me/lemire/longcompression/LongCompressor.java b/src/main/java/me/lemire/longcompression/LongCompressor.java
new file mode 100644
index 0000000..246647f
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/LongCompressor.java
@@ -0,0 +1,68 @@
+package me.lemire.longcompression;
+
+import java.util.Arrays;
+
+import me.lemire.integercompression.IntWrapper;
+
+/**
+ * This is a convenience class that wraps a codec to provide
+ * a "friendly" API.
+ *
+ * @author Benoit Lacelle
+ */
+public class LongCompressor {
+
+ SkippableLongCODEC codec;
+
+ /**
+ * Constructor wrapping a codec.
+ *
+ * @param c the underlying codec
+ */
+ public LongCompressor(SkippableLongCODEC c) {
+ codec = c;
+ }
+
+ /**
+ * Constructor with default codec.
+ */
+ public LongCompressor() {
+ codec = new SkippableLongComposition(new LongBinaryPacking(),
+ new LongVariableByte());
+ }
+
+ /**
+ * Compress an array and returns the compressed result as a new array.
+ *
+ * @param input array to be compressed
+ * @return compressed array
+ */
+ public long[] compress(long[] input) {
+ int maxCompressedLength = codec.maxHeadlessCompressedLength(new IntWrapper(0), input.length);
+ long[] compressed = new long[maxCompressedLength + 1]; // +1 to store the length of the input
+ // Store at index=0 the length of the input, hence enabling .headlessCompress
+ compressed[0] = input.length;
+ IntWrapper outpos = new IntWrapper(1);
+ codec.headlessCompress(input, new IntWrapper(0), input.length, compressed, outpos);
+ compressed = Arrays.copyOf(compressed,outpos.intValue());
+ return compressed;
+ }
+
+ /**
+ * Uncompress an array and returns the uncompressed result as a new array.
+ *
+ * @param compressed compressed array
+ * @return uncompressed array
+ */
+ public long[] uncompress(long[] compressed) {
+ // Read at index=0 the length of the input, hence enabling .headlessUncompress
+ long[] decompressed = new long[(int) compressed[0]];
+ IntWrapper inpos = new IntWrapper(1);
+ codec.headlessUncompress(compressed, inpos,
+ compressed.length - inpos.intValue(),
+ decompressed, new IntWrapper(0),
+ decompressed.length);
+ return decompressed;
+ }
+
+}
diff --git a/src/main/java/me/lemire/longcompression/LongJustCopy.java b/src/main/java/me/lemire/longcompression/LongJustCopy.java
new file mode 100644
index 0000000..95abc1e
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/LongJustCopy.java
@@ -0,0 +1,58 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression;
+
+import me.lemire.integercompression.IntWrapper;
+
+/**
+ * @author Benoit lacelle
+ *
+ */
+public final class LongJustCopy implements LongCODEC, SkippableLongCODEC {
+
+ @Override
+ public void headlessCompress(long[] in, IntWrapper inpos, int inlength,
+ long[] out, IntWrapper outpos) {
+ System.arraycopy(in, inpos.get(), out, outpos.get(), inlength);
+ inpos.add(inlength);
+ outpos.add(inlength);
+ }
+
+ @Override
+ public void uncompress(long[] in, IntWrapper inpos, int inlength,
+ long[] out, IntWrapper outpos) {
+ headlessUncompress(in,inpos,inlength,out,outpos,inlength);
+ }
+
+ @Override
+ public String toString() {
+ return this.getClass().getSimpleName();
+ }
+
+ @Override
+ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength,
+ long[] out, IntWrapper outpos, int num) {
+ System.arraycopy(in, inpos.get(), out, outpos.get(), num);
+ inpos.add(num);
+ outpos.add(num);
+
+ }
+
+ @Override
+ public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) {
+ compressedPositions.add(inlength);
+ return inlength;
+ }
+
+ @Override
+ public void compress(long[] in, IntWrapper inpos, int inlength,
+ long[] out, IntWrapper outpos) {
+ headlessCompress(in,inpos,inlength,out,outpos);
+ }
+
+}
diff --git a/src/main/java/me/lemire/longcompression/LongUtil.java b/src/main/java/me/lemire/longcompression/LongUtil.java
new file mode 100644
index 0000000..7bdce83
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/LongUtil.java
@@ -0,0 +1,52 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression;
+
+/**
+ * These are unofficial helpers related to long compression
+ *
+ * @author Benoit Lacelle
+ *
+ */
+@Deprecated
+public class LongUtil {
+
+ /**
+ * Compute the maximum of the integer logarithms (ceil(log(x+1)) of a range
+ * of value
+ *
+ * @param i
+ * source array
+ * @param pos
+ * starting position
+ * @param length
+ * number of integers to consider
+ * @return integer logarithm
+ */
+ public static int maxbits(long[] i, int pos, int length) {
+ long mask = 0;
+ for (int k = pos; k < pos + length; ++k)
+ mask |= i[k];
+ return bits(mask);
+ }
+
+ /**
+ * Compute the integer logarithms (ceil(log(x+1)) of a value
+ *
+ * @param i
+ * source value
+ * @return integer logarithm
+ */
+ public static int bits(long i) {
+ return 64 - Long.numberOfLeadingZeros(i);
+ }
+
+ protected static String longToBinaryWithLeading(long l) {
+ return String.format("%64s", Long.toBinaryString(l)).replace(' ', '0');
+ }
+}
diff --git a/src/main/java/me/lemire/longcompression/LongVariableByte.java b/src/main/java/me/lemire/longcompression/LongVariableByte.java
new file mode 100644
index 0000000..63c194b
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/LongVariableByte.java
@@ -0,0 +1,348 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+package me.lemire.longcompression;
+
+import java.nio.ByteBuffer;
+import java.nio.ByteOrder;
+import java.nio.LongBuffer;
+
+import me.lemire.integercompression.IntWrapper;
+
+/**
+ * Implementation of variable-byte. For best performance, use it using the
+ * ByteLongCODEC interface.
+ *
+ * Note that this does not use differential coding: if you are working on sorted
+ * lists, you must compute the deltas separately.
+ *
+ * @author Benoit Lacelle
+ */
+public class LongVariableByte implements LongCODEC, ByteLongCODEC, SkippableLongCODEC {
+ private static final int MAX_BYTES_PER_INT = 10;
+
+ private static byte extract7bits(int i, long val) {
+ return (byte) ((val >>> (7 * i)) & ((1 << 7) - 1));
+ }
+
+ private static byte extract7bitsmaskless(int i, long val) {
+ return (byte) ((val >>> (7 * i)));
+ }
+ @Override
+ public void compress(long[] in, IntWrapper inpos, int inlength, long[] out,
+ IntWrapper outpos) {
+ headlessCompress(in, inpos, inlength, out, outpos);
+ }
+
+ @Override
+ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] out,
+ IntWrapper outpos) {
+ if (inlength == 0)
+ return;
+ // Worst case: we write 10 bytes per long, hence 2 longs for a long, hence 16 bytes per long
+ ByteBuffer buf = makeBuffer(inlength * 16);
+ buf.order(ByteOrder.LITTLE_ENDIAN);
+ for (int k = inpos.get(); k < inpos.get() + inlength; ++k) {
+ final long val = in[k];
+ if (val >= 0 && val < (1 << 7)) {
+ buf.put((byte) (val | (1 << 7)));
+ } else if (val >= 0 && val < (1 << 14)) {
+ buf.put((byte) extract7bits(0, val));
+ buf.put((byte) (extract7bitsmaskless(1, (val)) | (1 << 7)));
+ } else if (val >= 0 && val < (1 << 21)) {
+ buf.put((byte) extract7bits(0, val));
+ buf.put((byte) extract7bits(1, val));
+ buf.put((byte) (extract7bitsmaskless(2, (val)) | (1 << 7)));
+ } else if (val >= 0 && val < (1 << 28)) {
+ buf.put((byte) extract7bits(0, val));
+ buf.put((byte) extract7bits(1, val));
+ buf.put((byte) extract7bits(2, val));
+ buf.put((byte) (extract7bitsmaskless(3, (val)) | (1 << 7)));
+ } else if (val >= 0 && val < (1L << 35)) {
+ buf.put((byte) extract7bits(0, val));
+ buf.put((byte) extract7bits(1, val));
+ buf.put((byte) extract7bits(2, val));
+ buf.put((byte) extract7bits(3, val));
+ buf.put((byte) (extract7bitsmaskless(4, (val)) | (1 << 7)));
+ } else if (val >= 0 && val < (1L << 42)) {
+ buf.put((byte) extract7bits(0, val));
+ buf.put((byte) extract7bits(1, val));
+ buf.put((byte) extract7bits(2, val));
+ buf.put((byte) extract7bits(3, val));
+ buf.put((byte) extract7bits(4, val));
+ buf.put((byte) (extract7bitsmaskless(5, (val)) | (1 << 7)));
+ } else if (val >= 0 && val < (1L << 49)) {
+ buf.put((byte) extract7bits(0, val));
+ buf.put((byte) extract7bits(1, val));
+ buf.put((byte) extract7bits(2, val));
+ buf.put((byte) extract7bits(3, val));
+ buf.put((byte) extract7bits(4, val));
+ buf.put((byte) extract7bits(5, val));
+ buf.put((byte) (extract7bitsmaskless(6, (val)) | (1 << 7)));
+ } else if (val >= 0 && val < (1L << 56)) {
+ buf.put((byte) extract7bits(0, val));
+ buf.put((byte) extract7bits(1, val));
+ buf.put((byte) extract7bits(2, val));
+ buf.put((byte) extract7bits(3, val));
+ buf.put((byte) extract7bits(4, val));
+ buf.put((byte) extract7bits(5, val));
+ buf.put((byte) extract7bits(6, val));
+ buf.put((byte) (extract7bitsmaskless(7, (val)) | (1 << 7)));
+ } else if (val >= 0) {
+ buf.put((byte) extract7bits(0, val));
+ buf.put((byte) extract7bits(1, val));
+ buf.put((byte) extract7bits(2, val));
+ buf.put((byte) extract7bits(3, val));
+ buf.put((byte) extract7bits(4, val));
+ buf.put((byte) extract7bits(5, val));
+ buf.put((byte) extract7bits(6, val));
+ buf.put((byte) extract7bits(7, val));
+ buf.put((byte) (extract7bitsmaskless(8, (val)) | (1 << 7)));
+ } else {
+ buf.put((byte) extract7bits(0, val));
+ buf.put((byte) extract7bits(1, val));
+ buf.put((byte) extract7bits(2, val));
+ buf.put((byte) extract7bits(3, val));
+ buf.put((byte) extract7bits(4, val));
+ buf.put((byte) extract7bits(5, val));
+ buf.put((byte) extract7bits(6, val));
+ buf.put((byte) extract7bits(7, val));
+ buf.put((byte) extract7bits(8, val));
+ buf.put((byte) (extract7bitsmaskless(9, (val)) | (1 << 7)));
+ }
+ }
+ while (buf.position() % 8 != 0)
+ buf.put((byte) 0);
+ final int length = buf.position();
+ buf.flip();
+ LongBuffer ibuf = buf.asLongBuffer();
+ ibuf.get(out, outpos.get(), length / 8);
+ outpos.add(length / 8);
+ inpos.add(inlength);
+ }
+
+ @Override
+ public void compress(long[] in, IntWrapper inpos, int inlength, byte[] out,
+ IntWrapper outpos) {
+ if (inlength == 0)
+ return;
+ int outpostmp = outpos.get();
+ for (int k = inpos.get(); k < inpos.get() + inlength; ++k) {
+ final long val = in[k];
+ if (val >= 0 && val < (1 << 7)) {
+ out[outpostmp++] = (byte) (val | (1 << 7));
+ } else if (val >= 0 && val < (1 << 14)) {
+ out[outpostmp++] = (byte) extract7bits(0, val);
+ out[outpostmp++] = (byte) (extract7bitsmaskless(1, (val)) | (1 << 7));
+ } else if (val >= 0 && val < (1 << 21)) {
+ out[outpostmp++] = (byte) extract7bits(0, val);
+ out[outpostmp++] = (byte) extract7bits(1, val);
+ out[outpostmp++] = (byte) (extract7bitsmaskless(2, (val)) | (1 << 7));
+ } else if (val >= 0 && val < (1 << 28)) {
+ out[outpostmp++] = (byte) extract7bits(0, val);
+ out[outpostmp++] = (byte) extract7bits(1, val);
+ out[outpostmp++] = (byte) extract7bits(2, val);
+ out[outpostmp++] = (byte) (extract7bitsmaskless(3, (val)) | (1 << 7));
+ } else if (val >= 0 && val < (1L << 35)) {
+ out[outpostmp++] = (byte) extract7bits(0, val);
+ out[outpostmp++] = (byte) extract7bits(1, val);
+ out[outpostmp++] = (byte) extract7bits(2, val);
+ out[outpostmp++] = (byte) extract7bits(3, val);
+ out[outpostmp++] = (byte) (extract7bitsmaskless(4, (val)) | (1 << 7));
+ } else if (val >= 0 && val < (1L << 42)) {
+ out[outpostmp++] = (byte) extract7bits(0, val);
+ out[outpostmp++] = (byte) extract7bits(1, val);
+ out[outpostmp++] = (byte) extract7bits(2, val);
+ out[outpostmp++] = (byte) extract7bits(3, val);
+ out[outpostmp++] = (byte) extract7bits(4, val);
+ out[outpostmp++] = (byte) (extract7bitsmaskless(5, (val)) | (1 << 7));
+ } else if (val >= 0 && val < (1L << 49)) {
+ out[outpostmp++] = (byte) extract7bits(0, val);
+ out[outpostmp++] = (byte) extract7bits(1, val);
+ out[outpostmp++] = (byte) extract7bits(2, val);
+ out[outpostmp++] = (byte) extract7bits(3, val);
+ out[outpostmp++] = (byte) extract7bits(4, val);
+ out[outpostmp++] = (byte) extract7bits(5, val);
+ out[outpostmp++] = (byte) (extract7bitsmaskless(6, (val)) | (1 << 7));
+ } else if (val >= 0 && val < (1L << 56)) {
+ out[outpostmp++] = (byte) extract7bits(0, val);
+ out[outpostmp++] = (byte) extract7bits(1, val);
+ out[outpostmp++] = (byte) extract7bits(2, val);
+ out[outpostmp++] = (byte) extract7bits(3, val);
+ out[outpostmp++] = (byte) extract7bits(4, val);
+ out[outpostmp++] = (byte) extract7bits(5, val);
+ out[outpostmp++] = (byte) extract7bits(6, val);
+ out[outpostmp++] = (byte) (extract7bitsmaskless(7, (val)) | (1 << 7));
+ } else if (val >= 0) {
+ out[outpostmp++] = (byte) extract7bits(0, val);
+ out[outpostmp++] = (byte) extract7bits(1, val);
+ out[outpostmp++] = (byte) extract7bits(2, val);
+ out[outpostmp++] = (byte) extract7bits(3, val);
+ out[outpostmp++] = (byte) extract7bits(4, val);
+ out[outpostmp++] = (byte) extract7bits(5, val);
+ out[outpostmp++] = (byte) extract7bits(6, val);
+ out[outpostmp++] = (byte) extract7bits(7, val);
+ out[outpostmp++] = (byte) (extract7bitsmaskless(8, (val)) | (1 << 7));
+ } else {
+ out[outpostmp++] = (byte) extract7bits(0, val);
+ out[outpostmp++] = (byte) extract7bits(1, val);
+ out[outpostmp++] = (byte) extract7bits(2, val);
+ out[outpostmp++] = (byte) extract7bits(3, val);
+ out[outpostmp++] = (byte) extract7bits(4, val);
+ out[outpostmp++] = (byte) extract7bits(5, val);
+ out[outpostmp++] = (byte) extract7bits(6, val);
+ out[outpostmp++] = (byte) extract7bits(7, val);
+ out[outpostmp++] = (byte) extract7bits(8, val);
+ out[outpostmp++] = (byte) (extract7bitsmaskless(9, (val)) | (1 << 7));
+ }
+ }
+ outpos.set(outpostmp);
+ inpos.add(inlength);
+ }
+
+ @Override
+ public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out,
+ IntWrapper outpos) {
+ int s = 0;
+ long val = 0;
+ int p = inpos.get();
+ int finalp = inpos.get() + inlength;
+ int tmpoutpos = outpos.get();
+ for (long v = 0, shift = 0; p < finalp;) {
+ val = in[p];
+ long c = (byte) (val >>> s);
+ // Shift to next byte
+ s += 8;
+ // Shift to next long if s==64
+ p += s>>6;
+ // Cycle from 63 to 0
+ s = s & 63;
+ v += ((c & 127) << shift);
+ if ((c & 128) == 128) {
+ out[tmpoutpos++] = v;
+ v = 0;
+ shift = 0;
+ } else
+ shift += 7;
+ assert shift < 64;
+ }
+ outpos.set(tmpoutpos);
+ inpos.add(inlength);
+ }
+
+ @Override
+ public void uncompress(byte[] in, IntWrapper inpos, int inlength,
+ long[] out, IntWrapper outpos) {
+ int p = inpos.get();
+ int finalp = inpos.get() + inlength;
+ int tmpoutpos = outpos.get();
+ for (long v = 0; p < finalp; out[tmpoutpos++] = v) {
+ v = in[p] & 0x7F;
+ if (in[p] < 0) {
+ p += 1;
+ continue;
+ }
+ v = ((in[p + 1] & 0x7F) << 7) | v;
+ if (in[p + 1] < 0) {
+ p += 2;
+ continue;
+ }
+ v = ((in[p + 2] & 0x7F) << 14) | v;
+ if (in[p + 2] < 0 ) {
+ p += 3;
+ continue;
+ }
+ v = ((in[p + 3] & 0x7F) << 21) | v;
+ if (in[p + 3] < 0) {
+ p += 4;
+ continue;
+ }
+ v = (((long) in[p + 4] & 0x7F) << 28) | v;
+ if (in[p + 4] < 0) {
+ p += 5;
+ continue;
+ }
+ v = (((long) in[p + 5] & 0x7F) << 35) | v;
+ if (in[p + 5] < 0) {
+ p += 6;
+ continue;
+ }
+ v = (((long) in[p + 6] & 0x7F) << 42) | v;
+ if (in[p + 6] < 0) {
+ p += 7;
+ continue;
+ }
+ v = (((long) in[p + 7] & 0x7F) << 49) | v;
+ if (in[p + 7] < 0) {
+ p += 8;
+ continue;
+ }
+ v = (((long) in[p + 8] & 0x7F) << 56) | v;
+ if (in[p + 8] < 0) {
+ p += 9;
+ continue;
+ }
+ v = (((long) in[p + 9] & 0x7F) << 63) | v;
+ p += 10;
+ }
+ outpos.set(tmpoutpos);
+ inpos.add(p);
+ }
+
+ @Override
+ public String toString() {
+ return this.getClass().getSimpleName();
+ }
+
+ @Override
+ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, long[] out,
+ IntWrapper outpos, int num) {
+ int s = 0;
+ long val = 0;
+ int p = inpos.get();
+ int tmpoutpos = outpos.get();
+ int finaloutpos = num + tmpoutpos;
+ for (long v = 0, shift = 0; tmpoutpos < finaloutpos;) {
+ val = in[p];
+ long c = val >>> s;
+ // Shift to next byte
+ s += 8;
+ // Shift to next long if s == 64
+ p += s>>6;
+ // Cycle from 63 to 0
+ s = s & 63;
+ v += ((c & 127) << shift);
+ if ((c & 128) == 128) {
+ out[tmpoutpos++] = v;
+ v = 0;
+ shift = 0;
+ } else
+ shift += 7;
+ assert shift < 64;
+ }
+ outpos.set(tmpoutpos);
+ inpos.set(p + (s!=0 ? 1 : 0));
+ }
+
+ @Override
+ public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) {
+ int maxLengthInBytes = inlength * MAX_BYTES_PER_INT;
+ int maxLengthInLongs = (maxLengthInBytes + Long.BYTES - 1) / Long.BYTES;
+ compressedPositions.add(inlength);
+ return maxLengthInLongs;
+ }
+
+ /**
+ * Creates a new buffer of the requested size.
+ *
+ * In case you need a different way to allocate buffers, you can override this method
+ * with a custom behavior. The default implementation allocates a new Java direct
+ * {@link ByteBuffer} on each invocation.
+ */
+ protected ByteBuffer makeBuffer(int sizeInBytes) {
+ return ByteBuffer.allocateDirect(sizeInBytes);
+ }
+}
diff --git a/src/main/java/me/lemire/longcompression/RoaringIntPacking.java b/src/main/java/me/lemire/longcompression/RoaringIntPacking.java
new file mode 100644
index 0000000..d6b6baa
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/RoaringIntPacking.java
@@ -0,0 +1,46 @@
+/*
+ * (c) the authors Licensed under the Apache License, Version 2.0.
+ */
+package me.lemire.longcompression;
+
+/**
+ * Used to hold the logic packing 2 integers in a long, and separating a long in two integers. It is
+ * useful in {@link Roaring64NavigableMap} as the implementation split the input long in two
+ * integers, one used as key of a NavigableMap while the other is added in a Bitmap
+ *
+ * @author Benoit Lacelle
+ *
+ */
+// Duplicated from RoaringBitmap
+class RoaringIntPacking {
+
+ /**
+ *
+ * @param id any long, positive or negative
+ * @return an int holding the 32 highest order bits of information of the input long
+ */
+ public static int high(long id) {
+ return (int) (id >> 32);
+ }
+
+ /**
+ *
+ * @param id any long, positive or negative
+ * @return an int holding the 32 lowest order bits of information of the input long
+ */
+ public static int low(long id) {
+ return (int) id;
+ }
+
+ /**
+ *
+ * @param high an integer representing the highest order bits of the output long
+ * @param low an integer representing the lowest order bits of the output long
+ * @return a long packing together the integers as computed by
+ * {@link RoaringIntPacking#high(long)} and {@link RoaringIntPacking#low(long)}
+ */
+ // https://stackoverflow.com/questions/12772939/java-storing-two-ints-in-a-long
+ public static long pack(int high, int low) {
+ return (((long) high) << 32) | (low & 0xffffffffL);
+ }
+}
diff --git a/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java b/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java
new file mode 100644
index 0000000..33fd562
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/SkippableLongCODEC.java
@@ -0,0 +1,87 @@
+/**
+ * This is code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression;
+
+import me.lemire.integercompression.IntWrapper;
+
+/**
+ * Interface describing a standard CODEC to compress longs. This is a
+ * variation on the LongCODEC interface meant to be used for random access
+ * (i.e., given a large array, you can segment it and decode just the subarray you need).
+ *
+ * The main difference is that we must specify the number of longs we wish to
+ * decode. This information should be stored elsewhere.
+ *
+ * This interface was designed by the Terrier team for their search engine.
+ *
+ * @author Benoit Lacelle
+ *
+ */
+public interface SkippableLongCODEC {
+ /**
+ * Compress data from an array to another array.
+ *
+ * Both inpos and outpos are modified to represent how much data was read
+ * and written to. If 12 longs (inlength = 12) are compressed to 3 longs, then
+ * inpos will be incremented by 12 while outpos will be incremented by 3. We
+ * use IntWrapper to pass the values by reference.
+ *
+ * @param in
+ * input array
+ * @param inpos
+ * where to start reading in the array
+ * @param inlength
+ * how many longs to compress
+ * @param out
+ * output array
+ * @param outpos
+ * where to write in the output array
+ */
+ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] out,
+ IntWrapper outpos);
+
+ /**
+ * Uncompress data from an array to another array.
+ *
+ * Both inpos and outpos parameters are modified to indicate new positions
+ * after read/write.
+ *
+ * @param in
+ * array containing data in compressed form
+ * @param inpos
+ * where to start reading in the array
+ * @param inlength
+ * length of the compressed data (ignored by some schemes)
+ * @param out
+ * array where to write the uncompressed output
+ * @param outpos
+ * where to start writing the uncompressed output in out
+ * @param num
+ * number of longs we want to decode, the actual number of longs decoded can be less
+ */
+ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, long[] out,
+ IntWrapper outpos, int num);
+
+ /**
+ * Compute the maximum number of longs that might be required to store
+ * the compressed form of a given input array segment, without headers.
+ *
+ * This is useful to pre-allocate the output buffer before calling
+ * {@link #headlessCompress(long[], IntWrapper, int, long[], IntWrapper)}.
+ *
+ *
+ * @param compressedPositions
+ * since not all schemes compress every input integer, this parameter
+ * returns how many input integers will actually be compressed.
+ * This is useful when composing multiple schemes.
+ * @param inlength
+ * number of longs to be compressed
+ * @return the maximum number of longs needed in the output array
+ */
+ int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength);
+}
diff --git a/src/main/java/me/lemire/longcompression/SkippableLongComposition.java b/src/main/java/me/lemire/longcompression/SkippableLongComposition.java
new file mode 100644
index 0000000..eb03b72
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/SkippableLongComposition.java
@@ -0,0 +1,82 @@
+/**
+ * This is code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+package me.lemire.longcompression;
+
+import me.lemire.integercompression.IntWrapper;
+
+/**
+ * Helper class to compose schemes.
+ *
+ * @author Benoit Lacelle
+ */
+public class SkippableLongComposition implements SkippableLongCODEC {
+ SkippableLongCODEC F1, F2;
+
+ /**
+ * Compose a scheme from a first one (f1) and a second one (f2). The first
+ * one is called first and then the second one tries to compress whatever
+ * remains from the first run.
+ *
+ * By convention, the first scheme should be such that if, during decoding,
+ * a 32-bit zero is first encountered, then there is no output.
+ *
+ * @param f1
+ * first codec
+ * @param f2
+ * second codec
+ */
+ public SkippableLongComposition(SkippableLongCODEC f1,
+ SkippableLongCODEC f2) {
+ F1 = f1;
+ F2 = f2;
+ }
+
+ @Override
+ public void headlessCompress(long[] in, IntWrapper inpos, int inlength, long[] out,
+ IntWrapper outpos) {
+ int init = inpos.get();
+ int outposInit = outpos.get();
+ F1.headlessCompress(in, inpos, inlength, out, outpos);
+ if (outpos.get() == outposInit) {
+ out[outposInit] = 0;
+ outpos.increment();
+ }
+ inlength -= inpos.get() - init;
+ F2.headlessCompress(in, inpos, inlength, out, outpos);
+ }
+
+ @Override
+ public void headlessUncompress(long[] in, IntWrapper inpos, int inlength, long[] out,
+ IntWrapper outpos, int num) {
+ int init = inpos.get();
+ int outposInit = outpos.get();
+
+ F1.headlessUncompress(in, inpos, inlength, out, outpos, num);
+ if (inpos.get() == init) {
+ inpos.increment();
+ }
+ inlength -= inpos.get() - init;
+ num -= outpos.get() - outposInit;
+ F2.headlessUncompress(in, inpos, inlength, out, outpos, num);
+ }
+
+ @Override
+ public int maxHeadlessCompressedLength(IntWrapper compressedPositions, int inlength) {
+ int init = compressedPositions.get();
+ int maxLength = F1.maxHeadlessCompressedLength(compressedPositions, inlength);
+ maxLength += 1; // Add +1 for the potential F2 header. Question: is this header actually needed in the headless version?
+ inlength -= compressedPositions.get() - init;
+ maxLength += F2.maxHeadlessCompressedLength(compressedPositions, inlength);
+ return maxLength;
+ }
+
+ @Override
+ public String toString() {
+ return F1.toString() + "+" + F2.toString();
+ }
+
+}
diff --git a/src/main/java/me/lemire/longcompression/differential/LongDelta.java b/src/main/java/me/lemire/longcompression/differential/LongDelta.java
new file mode 100644
index 0000000..8399f94
--- /dev/null
+++ b/src/main/java/me/lemire/longcompression/differential/LongDelta.java
@@ -0,0 +1,150 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression.differential;
+
+/**
+ * Generic class to compute differential coding.
+ *
+ * @author Benoit lacelle
+ *
+ */
+public final class LongDelta {
+
+ /**
+ * Apply differential coding (in-place).
+ *
+ * @param data
+ * data to be modified
+ */
+ public static void delta(long[] data) {
+ for (int i = data.length - 1; i > 0; --i) {
+ data[i] -= data[i - 1];
+ }
+ }
+
+ /**
+ * Apply differential coding (in-place) given an initial value.
+ *
+ * @param data
+ * data to be modified
+ * @param start
+ * starting index
+ * @param length
+ * number of integers to process
+ * @param init
+ * initial value
+ * @return next initial vale
+ */
+ public static long delta(long[] data, int start, int length, int init) {
+ final long nextinit = data[start + length - 1];
+ for (int i = length - 1; i > 0; --i) {
+ data[start + i] -= data[start + i - 1];
+ }
+ data[start] -= init;
+ return nextinit;
+ }
+
+ /**
+ * Compute differential coding given an initial value. Output is written
+ * to a provided array: must have length "length" or better.
+ *
+ * @param data
+ * data to be modified
+ * @param start
+ * starting index
+ * @param length
+ * number of integers to process
+ * @param init
+ * initial value
+ * @param out
+ * output array
+ * @return next initial vale
+ */
+ public static long delta(long[] data, int start, int length, int init,
+ long[] out) {
+ for (int i = length - 1; i > 0; --i) {
+ out[i] = data[start + i] - data[start + i - 1];
+ }
+ out[0] = data[start] - init;
+ return data[start + length - 1];
+ }
+
+ /**
+ * Undo differential coding (in-place). Effectively computes a prefix
+ * sum.
+ *
+ * @param data
+ * to be modified.
+ */
+ public static void inverseDelta(long[] data) {
+ for (int i = 1; i < data.length; ++i) {
+ data[i] += data[i - 1];
+ }
+ }
+
+ /**
+ * Undo differential coding (in-place). Effectively computes a prefix
+ * sum. Like inverseDelta, only faster.
+ *
+ * @param data
+ * to be modified
+ */
+ public static void fastinverseDelta(long[] data) {
+ int sz0 = data.length / 4 * 4;
+ int i = 1;
+ if (sz0 >= 4) {
+ long a = data[0];
+ for (; i < sz0 - 4; i += 4) {
+ a = data[i] += a;
+ a = data[i + 1] += a;
+ a = data[i + 2] += a;
+ a = data[i + 3] += a;
+ }
+ }
+
+ for (; i < data.length; ++i) {
+ data[i] += data[i - 1];
+ }
+ }
+
+ /**
+ * Undo differential coding (in-place). Effectively computes a prefix
+ * sum. Like inverseDelta, only faster. Uses an initial value.
+ *
+ * @param data
+ * to be modified
+ * @param start
+ * starting index
+ * @param length
+ * number of integers to process
+ * @param init
+ * initial value
+ * @return next initial value
+ */
+ public static long fastinverseDelta(long[] data, int start, int length,
+ int init) {
+ data[start] += init;
+ int sz0 = length / 4 * 4;
+ int i = 1;
+ if (sz0 >= 4) {
+ long a = data[start];
+ for (; i < sz0 - 4; i += 4) {
+ a = data[start + i] += a;
+ a = data[start + i + 1] += a;
+ a = data[start + i + 2] += a;
+ a = data[start + i + 3] += a;
+ }
+ }
+
+ for (; i != length; ++i) {
+ data[start + i] += data[start + i - 1];
+ }
+ return data[start + length - 1];
+ }
+
+}
diff --git a/src/main/java/module-info.java b/src/main/java/module-info.java
new file mode 100644
index 0000000..f134601
--- /dev/null
+++ b/src/main/java/module-info.java
@@ -0,0 +1,12 @@
+// Copyright (C) 2022 Intel Corporation
+
+// SPDX-License-Identifier: Apache-2.0
+module me.lemire.integercompression {
+ // This is currently only for advanced users:
+ // requires jdk.incubator.vector;
+ exports me.lemire.integercompression;
+ exports me.lemire.longcompression;
+ exports me.lemire.longcompression.differential;
+ exports me.lemire.integercompression.differential;
+ // exports me.lemire.integercompression.vector;
+}
diff --git a/src/test/java/me/lemire/integercompression/AdhocTest.java b/src/test/java/me/lemire/integercompression/AdhocTest.java
index 5195fef..ee911b3 100644
--- a/src/test/java/me/lemire/integercompression/AdhocTest.java
+++ b/src/test/java/me/lemire/integercompression/AdhocTest.java
@@ -1,18 +1,132 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
package me.lemire.integercompression;
+import org.junit.Assert;
import org.junit.Test;
+
+import me.lemire.integercompression.differential.*;
+
import static me.lemire.integercompression.TestUtils.*;
+import java.util.Arrays;
+
/**
* Collection of adhoc tests.
*/
@SuppressWarnings({ "static-method" })
-public class AdhocTest
-{
+public class AdhocTest {
+
+ @Test
+ public void testIssue59() {
+ FastPFOR128 fastpfor = new FastPFOR128();
+
+ int N = 9984;
+ int[] data = new int[N];
+ for (var i = 0; i < N; i += 150) {
+ data[i] = i;
+ }
+
+ int[] compressedoutput1 = new int[N + 1024];
+
+ IntWrapper inputoffset1 = new IntWrapper(0);
+ IntWrapper outputoffset1 = new IntWrapper(0);
+
+ fastpfor.compress(data, inputoffset1, N, compressedoutput1, outputoffset1);
+ int compressedsize1 = outputoffset1.get();
+
+ int[] recovered1 = new int[N];
+ inputoffset1 = new IntWrapper(0);
+ outputoffset1 = new IntWrapper(0);
+ fastpfor.uncompress(compressedoutput1, outputoffset1, compressedsize1, recovered1, inputoffset1);
+ Assert.assertArrayEquals(data, recovered1);
+
+ int[] compressedoutput2 = new int[N + 1024];
+
+ IntWrapper inputoffset2 = new IntWrapper(0);
+ IntWrapper outputoffset2 = new IntWrapper(0);
+
+ fastpfor.compress(data, inputoffset2, N, compressedoutput2, outputoffset2);
+ int compressedsize2 = outputoffset2.get();
+
+ int[] recovered2 = new int[N];
+ inputoffset2 = new IntWrapper(0);
+ outputoffset2 = new IntWrapper(0);
+ fastpfor.uncompress(compressedoutput2, outputoffset2, compressedsize2, recovered2, inputoffset2);
+ Assert.assertArrayEquals(data, recovered2);
+ }
+ @Test
+ public void testIssue29() {
+ for(int x = 0; x < 64; x++) {
+ int[] a = {2, 3, 4, 5};
+ int[] b = new int[90];
+ int[] c = new int[a.length];
+ IntegerCODEC codec = new Composition(new BinaryPacking(), new VariableByte());
+
+ IntWrapper aOffset = new IntWrapper(0);
+ IntWrapper bOffset = new IntWrapper(x);
+ codec.compress(a, aOffset, a.length, b, bOffset);
+ int len = bOffset.get() - x;
+ bOffset.set(x);
+ IntWrapper cOffset = new IntWrapper(0);
+ codec.uncompress(b, bOffset, len, c, cOffset);
+ Assert.assertArrayEquals(a,c);
+ }
+ }
+
/**
- * a test
+ *
*/
+ @Test
+ public void testIssue29b() {
+ for(int x = 0; x < 64; x++) {
+ SkippableIntegerCODEC codec = new SkippableComposition(new BinaryPacking(), new VariableByte());
+ int[] a = {2, 3, 4, 5};
+ int[] b = new int[x + codec.maxHeadlessCompressedLength(new IntWrapper(0), a.length)];
+ int[] c = new int[a.length];
+ IntWrapper aOffset = new IntWrapper(0);
+ IntWrapper bOffset = new IntWrapper(x);
+ codec.headlessCompress(a, aOffset, a.length, b, bOffset);
+ int len = bOffset.get() - x;
+ bOffset.set(x);
+ IntWrapper cOffset = new IntWrapper(0);
+ codec.headlessUncompress(b, bOffset, len, c, cOffset, a.length);
+ Assert.assertArrayEquals(a,c);
+ }
+ }
+
+
+ /**
+ *
+ */
+ @Test
+ public void testIssue41() {
+ for (int x = 0; x < 64; x++) {
+ SkippableIntegratedIntegerCODEC codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(),
+ new IntegratedVariableByte());
+ int[] a = { 2, 3, 4, 5 };
+ int[] b = new int[x + codec.maxHeadlessCompressedLength(new IntWrapper(0), a.length)];
+ int[] c = new int[a.length];
+ IntWrapper aOffset = new IntWrapper(0);
+ IntWrapper bOffset = new IntWrapper(x);
+ IntWrapper initValue = new IntWrapper(0);
+
+ codec.headlessCompress(a, aOffset, a.length, b, bOffset, initValue);
+ int len = bOffset.get() - x;
+ bOffset.set(x);
+ IntWrapper cOffset = new IntWrapper(0);
+ initValue = new IntWrapper(0);
+ codec.headlessUncompress(b, bOffset, len, c, cOffset, a.length, initValue);
+ Assert.assertArrayEquals(a, c);
+ }
+ }
+
@Test
public void biggerCompressedArray0() {
// No problem: for comparison.
@@ -20,12 +134,8 @@ public void biggerCompressedArray0() {
assertSymmetry(c, 0, 16384);
c = new Composition(new FastPFOR(), new VariableByte());
assertSymmetry(c, 0, 16384);
-
}
- /**
- * a test
- */
@Test
public void biggerCompressedArray1() {
// Compressed array is bigger than original, because of VariableByte.
@@ -33,9 +143,6 @@ public void biggerCompressedArray1() {
assertSymmetry(c, -1);
}
- /**
- * a test
- */
@Test
public void biggerCompressedArray2() {
// Compressed array is bigger than original, because of Composition.
diff --git a/src/test/java/me/lemire/integercompression/BasicTest.java b/src/test/java/me/lemire/integercompression/BasicTest.java
index 1fe7255..b29ae0d 100644
--- a/src/test/java/me/lemire/integercompression/BasicTest.java
+++ b/src/test/java/me/lemire/integercompression/BasicTest.java
@@ -1,3 +1,10 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
package me.lemire.integercompression;
import java.util.Arrays;
@@ -22,11 +29,12 @@
*/
@SuppressWarnings({ "static-method" })
public class BasicTest {
- IntegerCODEC[] codecs = {
+ final IntegerCODEC[] codecs = {
new IntegratedComposition(new IntegratedBinaryPacking(),
new IntegratedVariableByte()),
new JustCopy(),
new VariableByte(),
+ new GroupSimple9(),
new IntegratedVariableByte(),
new Composition(new BinaryPacking(), new VariableByte()),
new Composition(new NewPFD(), new VariableByte()),
@@ -37,37 +45,38 @@ public class BasicTest {
new Composition(new FastPFOR(), new VariableByte()),
new Simple9(),
new Simple16(),
+ new GroupSimple9(),
new Composition(new XorBinaryPacking(), new VariableByte()),
new Composition(new DeltaZigzagBinaryPacking(),
- new DeltaZigzagVariableByte()) };
+ new DeltaZigzagVariableByte()) };
- /**
- *
+ /**
+ * This tests with a compressed array with various offset
*/
- @Test
- public void saulTest() {
- for (IntegerCODEC C : codecs) {
- for (int x = 0; x < 50; ++x) {
- int[] a = { 2, 3, 4, 5 };
- int[] b = new int[90];
- int[] c = new int[a.length];
-
- IntWrapper aOffset = new IntWrapper(0);
- IntWrapper bOffset = new IntWrapper(x);
- C.compress(a, aOffset, a.length, b, bOffset);
- int len = bOffset.get() - x;
-
- bOffset.set(x);
- IntWrapper cOffset = new IntWrapper(0);
- C.uncompress(b, bOffset, len, c, cOffset);
- if(!Arrays.equals(a, c)) {
- System.out.println("Problem with "+C);
- }
- assertArrayEquals(a, c);
-
- }
- }
- }
+ @Test
+ public void saulTest() {
+ for (IntegerCODEC C : codecs) {
+ for (int x = 0; x < 50; ++x) {
+ int[] a = { 2, 3, 4, 5 };
+ int[] b = new int[90];
+ int[] c = new int[a.length];
+
+ IntWrapper aOffset = new IntWrapper(0);
+ IntWrapper bOffset = new IntWrapper(x);
+ C.compress(a, aOffset, a.length, b, bOffset);
+ int len = bOffset.get() - x;
+
+ bOffset.set(x);
+ IntWrapper cOffset = new IntWrapper(0);
+ C.uncompress(b, bOffset, len, c, cOffset);
+ if(!Arrays.equals(a, c)) {
+ System.out.println("Problem with "+C);
+ }
+ assertArrayEquals(a, c);
+
+ }
+ }
+ }
/**
*
*/
@@ -128,6 +137,14 @@ public void varyingLengthTest2() {
} catch (ClassNotFoundException e) {
e.printStackTrace();
}
+ try {
+ // CODEC GroupSimple9 is limited to "small" integers.
+ if (c.getClass().equals(
+ Class.forName("me.lemire.integercompression.GroupSimple9")))
+ continue;
+ } catch (ClassNotFoundException e) {
+ e.printStackTrace();
+ }
for (int L = 1; L <= 128; L++) {
int[] comp = TestUtils.compress(c, Arrays.copyOf(data, L));
diff --git a/src/test/java/me/lemire/integercompression/BoundaryTest.java b/src/test/java/me/lemire/integercompression/BoundaryTest.java
index ede2e9f..128b431 100644
--- a/src/test/java/me/lemire/integercompression/BoundaryTest.java
+++ b/src/test/java/me/lemire/integercompression/BoundaryTest.java
@@ -1,3 +1,10 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
package me.lemire.integercompression;
import java.util.Arrays;
diff --git a/src/test/java/me/lemire/integercompression/ByteBasicTest.java b/src/test/java/me/lemire/integercompression/ByteBasicTest.java
index c2f5b6f..2b2d4f1 100644
--- a/src/test/java/me/lemire/integercompression/ByteBasicTest.java
+++ b/src/test/java/me/lemire/integercompression/ByteBasicTest.java
@@ -1,3 +1,10 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
package me.lemire.integercompression;
import java.util.Arrays;
@@ -21,32 +28,32 @@ public class ByteBasicTest {
new IntegratedVariableByte(),
};
- /**
+ /**
*
*/
- @Test
- public void saulTest() {
- for (ByteIntegerCODEC C : codecs) {
- for (int x = 0; x < 50 * 4; ++x) {
- int[] a = { 2, 3, 4, 5 };
- byte[] b = new byte[90*4];
- int[] c = new int[a.length];
+ @Test
+ public void saulTest() {
+ for (ByteIntegerCODEC C : codecs) {
+ for (int x = 0; x < 50 * 4; ++x) {
+ int[] a = { 2, 3, 4, 5 };
+ byte[] b = new byte[90*4];
+ int[] c = new int[a.length];
- IntWrapper aOffset = new IntWrapper(0);
- IntWrapper bOffset = new IntWrapper(x);
- C.compress(a, aOffset, a.length, b, bOffset);
- int len = bOffset.get() - x;
+ IntWrapper aOffset = new IntWrapper(0);
+ IntWrapper bOffset = new IntWrapper(x);
+ C.compress(a, aOffset, a.length, b, bOffset);
+ int len = bOffset.get() - x;
- bOffset.set(x);
- IntWrapper cOffset = new IntWrapper(0);
- C.uncompress(b, bOffset, len, c, cOffset);
- if(!Arrays.equals(a, c)) {
- System.out.println("Problem with "+C);
- }
- assertArrayEquals(a, c);
- }
- }
- }
+ bOffset.set(x);
+ IntWrapper cOffset = new IntWrapper(0);
+ C.uncompress(b, bOffset, len, c, cOffset);
+ if(!Arrays.equals(a, c)) {
+ System.out.println("Problem with "+C);
+ }
+ assertArrayEquals(a, c);
+ }
+ }
+ }
/**
*
*/
diff --git a/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java b/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java
index 5e0923d..ae42c1d 100644
--- a/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java
+++ b/src/test/java/me/lemire/integercompression/DeltaZigzagEncodingTest.java
@@ -1,7 +1,10 @@
-/*
+/**
* This code is released under the
* Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
*/
+
package me.lemire.integercompression;
import org.junit.Test;
diff --git a/src/test/java/me/lemire/integercompression/ExampleTest.java b/src/test/java/me/lemire/integercompression/ExampleTest.java
new file mode 100644
index 0000000..c63c69b
--- /dev/null
+++ b/src/test/java/me/lemire/integercompression/ExampleTest.java
@@ -0,0 +1,319 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.integercompression;
+
+import me.lemire.integercompression.differential.*;
+import java.util.*;
+
+import org.junit.Test;
+
+/**
+ *
+ *
+ */
+public class ExampleTest {
+ /**
+ *
+ */
+ @Test
+
+ public void superSimpleExample() {
+ IntegratedIntCompressor iic = new IntegratedIntCompressor();
+ int[] data = new int[2342351];
+ for (int k = 0; k < data.length; ++k)
+ data[k] = k;
+ System.out.println("Compressing " + data.length + " integers using friendly interface");
+ int[] compressed = iic.compress(data);
+ int[] recov = iic.uncompress(compressed);
+ System.out
+ .println("compressed from " + data.length * 4 / 1024 + "KB to " + compressed.length * 4 / 1024 + "KB");
+ if (!Arrays.equals(recov, data))
+ throw new RuntimeException("bug");
+ }
+
+ /**
+ *
+ */
+ @Test
+
+ public void basicExample() {
+ int[] data = new int[2342351];
+ System.out.println("Compressing " + data.length + " integers in one go");
+ // data should be sorted for best
+ // results
+ for (int k = 0; k < data.length; ++k)
+ data[k] = k;
+ // Very important: the data is in sorted order!!! If not, you
+ // will get very poor compression with IntegratedBinaryPacking,
+ // you should use another CODEC.
+
+ // next we compose a CODEC. Most of the processing
+ // will be done with binary packing, and leftovers will
+ // be processed using variable byte
+ IntegratedIntegerCODEC codec = new IntegratedComposition(new IntegratedBinaryPacking(),
+ new IntegratedVariableByte());
+ // output vector should be large enough...
+ int[] compressed = new int[data.length + 1024];
+ // compressed might not be large enough in some cases
+ // if you get java.lang.ArrayIndexOutOfBoundsException, try
+ // allocating more memory
+
+ /**
+ *
+ * compressing
+ *
+ */
+ IntWrapper inputoffset = new IntWrapper(0);
+ IntWrapper outputoffset = new IntWrapper(0);
+ codec.compress(data, inputoffset, data.length, compressed, outputoffset);
+ // got it!
+ // inputoffset should be at data.length but outputoffset tells
+ // us where we are...
+ System.out.println(
+ "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB");
+ // we can repack the data: (optional)
+ compressed = Arrays.copyOf(compressed, outputoffset.intValue());
+
+ /**
+ *
+ * now uncompressing
+ *
+ * This assumes that we otherwise know how many integers have been
+ * compressed. See basicExampleHeadless for a more general case.
+ */
+ int[] recovered = new int[data.length];
+ IntWrapper recoffset = new IntWrapper(0);
+ codec.uncompress(compressed, new IntWrapper(0), compressed.length, recovered, recoffset);
+ if (Arrays.equals(data, recovered))
+ System.out.println("data is recovered without loss");
+ else
+ throw new RuntimeException("bug"); // could use assert
+ System.out.println();
+ }
+
+ /**
+ * Like the basicExample, but we store the input array size manually.
+ */
+ @Test
+ public void basicExampleHeadless() {
+ int[] data = new int[2342351];
+ System.out.println("Compressing " + data.length + " integers in one go using the headless approach");
+ // data should be sorted for best
+ // results
+ for (int k = 0; k < data.length; ++k)
+ data[k] = k;
+ // Very important: the data is in sorted order!!! If not, you
+ // will get very poor compression with IntegratedBinaryPacking,
+ // you should use another CODEC.
+
+ // next we compose a CODEC. Most of the processing
+ // will be done with binary packing, and leftovers will
+ // be processed using variable byte
+ SkippableIntegratedComposition codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(),
+ new IntegratedVariableByte());
+ int[] compressed = new int[codec.maxHeadlessCompressedLength(new IntWrapper(0), data.length)];
+
+ /**
+ *
+ * compressing
+ *
+ */
+ IntWrapper inputoffset = new IntWrapper(0);
+ IntWrapper outputoffset = new IntWrapper(1);
+ compressed[0] = data.length; // we manually store how many integers we
+ codec.headlessCompress(data, inputoffset, data.length, compressed, outputoffset, new IntWrapper(0));
+ // got it!
+ // inputoffset should be at data.length but outputoffset tells
+ // us where we are...
+ System.out.println(
+ "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB");
+ // we can repack the data: (optional)
+ compressed = Arrays.copyOf(compressed, outputoffset.intValue());
+
+ /**
+ *
+ * now uncompressing
+ *
+ */
+ int howmany = compressed[0];// we manually stored the number of
+ // compressed integers
+ int[] recovered = new int[howmany];
+ IntWrapper recoffset = new IntWrapper(0);
+ codec.headlessUncompress(compressed, new IntWrapper(1), compressed.length, recovered, recoffset, howmany, new IntWrapper(0));
+ if (Arrays.equals(data, recovered))
+ System.out.println("data is recovered without loss");
+ else
+ throw new RuntimeException("bug"); // could use assert
+ System.out.println();
+ }
+
+ /**
+ * This is an example to show you can compress unsorted integers as long as
+ * most are small.
+ */
+ @Test
+ public void unsortedExample() {
+ final int N = 1333333;
+ int[] data = new int[N];
+ // initialize the data (most will be small
+ for (int k = 0; k < N; k += 1)
+ data[k] = 3;
+ // throw some larger values
+ for (int k = 0; k < N; k += 5)
+ data[k] = 100;
+ for (int k = 0; k < N; k += 533)
+ data[k] = 10000;
+ int[] compressed = new int[N + 1024];// could need more
+ IntegerCODEC codec = new Composition(new FastPFOR(), new VariableByte());
+ // compressing
+ IntWrapper inputoffset = new IntWrapper(0);
+ IntWrapper outputoffset = new IntWrapper(0);
+ codec.compress(data, inputoffset, data.length, compressed, outputoffset);
+ System.out.println("compressed unsorted integers from " + data.length * 4 / 1024 + "KB to "
+ + outputoffset.intValue() * 4 / 1024 + "KB");
+ // we can repack the data: (optional)
+ compressed = Arrays.copyOf(compressed, outputoffset.intValue());
+
+ int[] recovered = new int[N];
+ IntWrapper recoffset = new IntWrapper(0);
+ codec.uncompress(compressed, new IntWrapper(0), compressed.length, recovered, recoffset);
+ if (Arrays.equals(data, recovered))
+ System.out.println("data is recovered without loss");
+ else
+ throw new RuntimeException("bug"); // could use assert
+ System.out.println();
+
+ }
+
+ /**
+ * This is like the basic example, but we show how to process larger arrays
+ * in chunks.
+ *
+ * Some of this code was written by Pavel Klinov.
+ */
+ @Test
+ public void advancedExample() {
+ int TotalSize = 2342351; // some arbitrary number
+ int ChunkSize = 16384; // size of each chunk, choose a multiple of 128
+ System.out.println("Compressing " + TotalSize + " integers using chunks of " + ChunkSize + " integers ("
+ + ChunkSize * 4 / 1024 + "KB)");
+ System.out.println("(It is often better for applications to work in chunks fitting in CPU cache.)");
+ int[] data = new int[TotalSize];
+ // data should be sorted for best
+ // results
+ for (int k = 0; k < data.length; ++k)
+ data[k] = k;
+ // next we compose a CODEC. Most of the processing
+ // will be done with binary packing, and leftovers will
+ // be processed using variable byte, using variable byte
+ // only for the last chunk!
+ IntegratedIntegerCODEC regularcodec = new IntegratedBinaryPacking();
+ IntegratedVariableByte ivb = new IntegratedVariableByte();
+ IntegratedIntegerCODEC lastcodec = new IntegratedComposition(regularcodec, ivb);
+ // output vector should be large enough...
+ int[] compressed = new int[TotalSize + 1024];
+
+ /**
+ *
+ * compressing
+ *
+ */
+ IntWrapper inputoffset = new IntWrapper(0);
+ IntWrapper outputoffset = new IntWrapper(0);
+ for (int k = 0; k < TotalSize / ChunkSize; ++k)
+ regularcodec.compress(data, inputoffset, ChunkSize, compressed, outputoffset);
+ lastcodec.compress(data, inputoffset, TotalSize % ChunkSize, compressed, outputoffset);
+ // got it!
+ // inputoffset should be at data.length but outputoffset tells
+ // us where we are...
+ System.out.println(
+ "compressed from " + data.length * 4 / 1024 + "KB to " + outputoffset.intValue() * 4 / 1024 + "KB");
+ // we can repack the data:
+ compressed = Arrays.copyOf(compressed, outputoffset.intValue());
+
+ /**
+ *
+ * now uncompressing
+ *
+ * We are *not* assuming that the original array length is known,
+ * however we assume that the chunk size (ChunkSize) is known.
+ *
+ */
+ int[] recovered = new int[ChunkSize];
+ IntWrapper compoff = new IntWrapper(0);
+ IntWrapper recoffset;
+ int currentpos = 0;
+
+ while (compoff.get() < compressed.length) {
+ recoffset = new IntWrapper(0);
+ regularcodec.uncompress(compressed, compoff, compressed.length - compoff.get(), recovered, recoffset);
+
+ if (recoffset.get() < ChunkSize) {// last chunk detected
+ ivb.uncompress(compressed, compoff, compressed.length - compoff.get(), recovered, recoffset);
+ }
+ for (int i = 0; i < recoffset.get(); ++i) {
+ if (data[currentpos + i] != recovered[i])
+ throw new RuntimeException("bug"); // could use assert
+ }
+ currentpos += recoffset.get();
+ }
+ System.out.println("data is recovered without loss");
+ System.out.println();
+
+ }
+
+ /**
+ * Demo of the headless approach where we must supply the array length
+ */
+ @Test
+ public void headlessDemo() {
+ System.out.println("Compressing arrays with minimal header...");
+ int[] uncompressed1 = { 1, 2, 1, 3, 1 };
+ int[] uncompressed2 = { 3, 2, 4, 6, 1 };
+
+ SkippableIntegerCODEC codec = new SkippableComposition(new BinaryPacking(), new VariableByte());
+
+ int maxCompressedLength = codec.maxHeadlessCompressedLength(new IntWrapper(0), uncompressed1.length)
+ + codec.maxHeadlessCompressedLength(new IntWrapper(0), uncompressed2.length);
+ int[] compressed = new int[maxCompressedLength];
+
+ // compressing
+ IntWrapper outPos = new IntWrapper();
+
+ IntWrapper previous = new IntWrapper();
+
+ codec.headlessCompress(uncompressed1, new IntWrapper(), uncompressed1.length, compressed, outPos);
+ int length1 = outPos.get() - previous.get();
+ previous = new IntWrapper(outPos.get());
+ codec.headlessCompress(uncompressed2, new IntWrapper(), uncompressed2.length, compressed, outPos);
+ int length2 = outPos.get() - previous.get();
+
+ compressed = Arrays.copyOf(compressed, length1 + length2);
+ System.out
+ .println("compressed unsorted integers from " + uncompressed1.length * 4 + "B to " + length1 * 4 + "B");
+ System.out
+ .println("compressed unsorted integers from " + uncompressed2.length * 4 + "B to " + length2 * 4 + "B");
+ System.out.println("Total compressed output " + compressed.length);
+
+ int[] recovered1 = new int[uncompressed1.length];
+ int[] recovered2 = new int[uncompressed1.length];
+ IntWrapper inPos = new IntWrapper();
+ System.out.println("Decoding first array starting at pos = " + inPos);
+ codec.headlessUncompress(compressed, inPos, compressed.length, recovered1, new IntWrapper(0),
+ uncompressed1.length);
+ System.out.println("Decoding second array starting at pos = " + inPos);
+ codec.headlessUncompress(compressed, inPos, compressed.length, recovered2, new IntWrapper(0),
+ uncompressed2.length);
+ if (!Arrays.equals(uncompressed1, recovered1))
+ throw new RuntimeException("First array does not match.");
+ if (!Arrays.equals(uncompressed2, recovered2))
+ throw new RuntimeException("Second array does not match.");
+ System.out.println("The arrays match, your code is probably ok.");
+
+ }
+}
diff --git a/src/test/java/me/lemire/integercompression/IntCompressorTest.java b/src/test/java/me/lemire/integercompression/IntCompressorTest.java
index 34b8946..79e51fc 100644
--- a/src/test/java/me/lemire/integercompression/IntCompressorTest.java
+++ b/src/test/java/me/lemire/integercompression/IntCompressorTest.java
@@ -1,3 +1,10 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
package me.lemire.integercompression;
import java.util.Arrays;
diff --git a/src/test/java/me/lemire/integercompression/ResourcedTest.java b/src/test/java/me/lemire/integercompression/ResourcedTest.java
new file mode 100644
index 0000000..8316129
--- /dev/null
+++ b/src/test/java/me/lemire/integercompression/ResourcedTest.java
@@ -0,0 +1,88 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.integercompression;
+
+import java.util.ArrayList;
+import me.lemire.integercompression.differential.IntegratedIntCompressor;
+import me.lemire.integercompression.differential.SkippableIntegratedIntegerCODEC;
+
+import java.io.BufferedReader;
+import java.io.File;
+import org.junit.Assert;
+import java.io.FileReader;
+import java.io.IOException;
+
+import org.junit.Test;
+
+/**
+ * Tests with resources
+ *
+ */
+public class ResourcedTest {
+ SkippableIntegerCODEC[] codecs = { new JustCopy(), new VariableByte(),
+ new SkippableComposition(new BinaryPacking(), new VariableByte()),
+ new SkippableComposition(new NewPFD(), new VariableByte()),
+ new SkippableComposition(new NewPFDS9(), new VariableByte()),
+ new SkippableComposition(new NewPFDS16(), new VariableByte()),
+ new SkippableComposition(new OptPFD(), new VariableByte()),
+ new SkippableComposition(new OptPFDS9(), new VariableByte()),
+ new SkippableComposition(new OptPFDS16(), new VariableByte()),
+ new SkippableComposition(new FastPFOR128(), new VariableByte()),
+ new SkippableComposition(new FastPFOR(), new VariableByte()), new Simple9(), new Simple16() };
+
+ /**
+ * @throws IOException
+ * if the resource cannot be accessed (should be considered a
+ * bug)
+ *
+ */
+ @Test
+ public void IntCompressorTest() throws IOException {
+ // next line requires Java8?
+ // int[] data =
+ // Files.lines(Paths.get("integers.txt")).mapToInt(Integer::parseInt).toArray();
+ File f = new File("src/test/resources/integers.txt");
+ System.out.println("loading test data from "+ f.getAbsolutePath());
+ BufferedReader bfr = new BufferedReader(new FileReader(f));
+ String line;
+ ArrayList ai = new ArrayList();
+ while ((line = bfr.readLine()) != null) {
+ ai.add(Integer.parseInt(line));
+ }
+ bfr.close();
+ int[] data = new int[ai.size()];
+ for (int k = 0; k < data.length; ++k)
+ data[k] = ai.get(k).intValue();
+ ai = null;
+ // finally!
+ {
+ IntegratedIntCompressor iic = new IntegratedIntCompressor();
+ int[] compressed = iic.compress(data);
+ int[] recovered = iic.uncompress(compressed);
+ Assert.assertArrayEquals(recovered, data);
+ }
+ for (SkippableIntegerCODEC C : codecs) {
+ IntCompressor iic = new IntCompressor(C);
+ int[] compressed = iic.compress(data);
+ int[] recovered = iic.uncompress(compressed);
+ Assert.assertArrayEquals(recovered, data);
+
+ }
+ for (SkippableIntegerCODEC C : codecs) {
+ if (C instanceof SkippableIntegratedIntegerCODEC) {
+ IntegratedIntCompressor iic = new IntegratedIntCompressor((SkippableIntegratedIntegerCODEC) C);
+ int[] compressed = iic.compress(data);
+ int[] recovered = iic.uncompress(compressed);
+ Assert.assertArrayEquals(recovered, data);
+ }
+
+ }
+
+ }
+
+}
diff --git a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java
index d965992..881dada 100644
--- a/src/test/java/me/lemire/integercompression/SkippableBasicTest.java
+++ b/src/test/java/me/lemire/integercompression/SkippableBasicTest.java
@@ -1,9 +1,22 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
package me.lemire.integercompression;
import java.util.Arrays;
+import me.lemire.integercompression.differential.IntegratedBinaryPacking;
+import me.lemire.integercompression.differential.IntegratedVariableByte;
+import me.lemire.integercompression.differential.SkippableIntegratedComposition;
+import me.lemire.integercompression.differential.SkippableIntegratedIntegerCODEC;
import org.junit.Test;
+import static org.junit.Assert.assertArrayEquals;
+import static org.junit.Assert.assertTrue;
/**
* Just some basic sanity tests.
@@ -12,7 +25,7 @@
*/
@SuppressWarnings({ "static-method" })
public class SkippableBasicTest {
- SkippableIntegerCODEC[] codecs = {
+ final SkippableIntegerCODEC[] codecs = {
new JustCopy(),
new VariableByte(),
new SkippableComposition(new BinaryPacking(), new VariableByte()),
@@ -41,10 +54,11 @@ public void consistentTest() {
for (SkippableIntegerCODEC c : codecs) {
System.out.println("[SkippeableBasicTest.consistentTest] codec = "
+ c);
- int[] outBuf = new int[N + 1024];
for (int n = 0; n <= N; ++n) {
IntWrapper inPos = new IntWrapper();
IntWrapper outPos = new IntWrapper();
+ int[] outBuf = new int[c.maxHeadlessCompressedLength(new IntWrapper(0), n)];
+
c.headlessCompress(data, inPos, n, outBuf, outPos);
IntWrapper inPoso = new IntWrapper();
@@ -140,5 +154,135 @@ public void varyingLengthTest2() {
}
}
+ @Test
+ public void testMaxHeadlessCompressedLength() {
+ testMaxHeadlessCompressedLength(new IntegratedBinaryPacking(), 16 * IntegratedBinaryPacking.BLOCK_SIZE);
+ testMaxHeadlessCompressedLength(new IntegratedVariableByte(), 128);
+ testMaxHeadlessCompressedLength(new SkippableIntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte()), 16 * IntegratedBinaryPacking.BLOCK_SIZE + 10);
+
+ testMaxHeadlessCompressedLength(new BinaryPacking(), 16 * BinaryPacking.BLOCK_SIZE, 32);
+ testMaxHeadlessCompressedLength(new VariableByte(), 128, 32);
+ testMaxHeadlessCompressedLength(new SkippableComposition(new BinaryPacking(), new VariableByte()), 16 * BinaryPacking.BLOCK_SIZE + 10, 32);
+ testMaxHeadlessCompressedLength(new JustCopy(), 128, 32);
+ testMaxHeadlessCompressedLength(new Simple9(), 128, 28);
+ testMaxHeadlessCompressedLength(new Simple16(), 128, 28);
+ testMaxHeadlessCompressedLength(new GroupSimple9(), 128, 28);
+ testMaxHeadlessCompressedLength(new OptPFD(), 4 * OptPFD.BLOCK_SIZE, 32);
+ testMaxHeadlessCompressedLength(new SkippableComposition(new OptPFD(), new VariableByte()), 4 * OptPFD.BLOCK_SIZE + 10, 32);
+ testMaxHeadlessCompressedLength(new OptPFDS9(), 4 * OptPFDS9.BLOCK_SIZE, 32);
+ testMaxHeadlessCompressedLength(new SkippableComposition(new OptPFDS9(), new VariableByte()), 4 * OptPFDS9.BLOCK_SIZE + 10, 32);
+ testMaxHeadlessCompressedLength(new OptPFDS16(), 4 * OptPFDS16.BLOCK_SIZE, 32);
+ testMaxHeadlessCompressedLength(new SkippableComposition(new OptPFDS9(), new VariableByte()), 4 * OptPFDS16.BLOCK_SIZE + 10, 32);
+ testMaxHeadlessCompressedLength(new NewPFD(), 4 * NewPFD.BLOCK_SIZE, 32);
+ testMaxHeadlessCompressedLength(new SkippableComposition(new NewPFD(), new VariableByte()), 4 * NewPFD.BLOCK_SIZE + 10, 32);
+ testMaxHeadlessCompressedLength(new NewPFDS9(), 4 * NewPFDS9.BLOCK_SIZE, 32);
+ testMaxHeadlessCompressedLength(new SkippableComposition(new NewPFDS9(), new VariableByte()), 4 * NewPFDS9.BLOCK_SIZE + 10, 32);
+ testMaxHeadlessCompressedLength(new NewPFDS16(), 4 * NewPFDS16.BLOCK_SIZE, 32);
+ testMaxHeadlessCompressedLength(new SkippableComposition(new NewPFDS16(), new VariableByte()), 4 * NewPFDS16.BLOCK_SIZE + 10, 32);
+
+ int fastPfor128PageSize = FastPFOR128.BLOCK_SIZE * 4; // smaller page size than the default to speed up the test
+ testMaxHeadlessCompressedLength(new FastPFOR128(fastPfor128PageSize), 2 * fastPfor128PageSize, 32);
+ testMaxHeadlessCompressedLength(new SkippableComposition(new FastPFOR128(fastPfor128PageSize), new VariableByte()), 2 * fastPfor128PageSize + 10, 32);
+ int fastPforPageSize = FastPFOR.BLOCK_SIZE * 4; // smaller page size than the default to speed up the test
+ testMaxHeadlessCompressedLength(new FastPFOR(fastPforPageSize), 2 * fastPforPageSize, 32);
+ testMaxHeadlessCompressedLength(new SkippableComposition(new FastPFOR(fastPforPageSize), new VariableByte()), 2 * fastPforPageSize + 10, 32);
+ }
+
+ private static void testMaxHeadlessCompressedLength(SkippableIntegratedIntegerCODEC codec, int inlengthTo) {
+ // We test the worst-case scenario by making all deltas and the initial value negative.
+ int delta = -1;
+ int value = delta;
+
+ for (int inlength = 0; inlength < inlengthTo; ++inlength) {
+ int[] input = new int[inlength];
+ for (int i = 0; i < inlength; i++) {
+ input[i] = value;
+ value += delta;
+ }
+
+ int maxOutputLength = codec.maxHeadlessCompressedLength(new IntWrapper(), inlength);
+ int[] output = new int[maxOutputLength];
+ IntWrapper outPos = new IntWrapper();
+
+ codec.headlessCompress(input, new IntWrapper(), inlength, output, outPos, new IntWrapper());
+ // If we reach this point, no exception was thrown, which means the calculated output length was sufficient.
+
+ assertTrue(maxOutputLength <= outPos.get() + 1); // +1 because SkippableIntegratedComposition always adds one extra integer for the potential header
+ }
+ }
+
+ private static void testMaxHeadlessCompressedLength(SkippableIntegerCODEC codec, int inlengthTo, int maxBitWidth) {
+ // Some schemes ignore bit widths between 21 and 31. Therefore, in addition to maxBitWidth - 1, we also test 20.
+ assertTrue(maxBitWidth >= 20);
+ int[] regularValueBitWidths = { 20, maxBitWidth - 1 };
+
+ for (int inlength = 0; inlength < inlengthTo; ++inlength) {
+ int[] input = new int[inlength];
+
+ int maxOutputLength = codec.maxHeadlessCompressedLength(new IntWrapper(), inlength);
+ int[] output = new int[maxOutputLength];
+
+ for (int exceptionCount = 0; exceptionCount < inlength; exceptionCount++) {
+ int exception = maxBitWidth == 32 ? -1 : (1 << maxBitWidth) - 1;
+
+ for (int regularValueBitWidth : regularValueBitWidths) {
+ int regularValue = regularValueBitWidth == 32 ? -1 : (1 << regularValueBitWidth) - 1;
+
+ Arrays.fill(input, 0, exceptionCount, exception);
+ Arrays.fill(input, exceptionCount, input.length, regularValue);
+
+ codec.headlessCompress(input, new IntWrapper(), inlength, output, new IntWrapper());
+ // If we reach this point, no exception was thrown, which means the calculated output length was sufficient.
+ }
+ }
+ }
+ }
+
+ @Test
+ public void testUncompressOutputOffset_SkippableComposition() {
+ for (int offset : new int[] {0, 1, 6}) {
+ SkippableComposition codec = new SkippableComposition(new BinaryPacking(), new VariableByte());
+
+ int[] input = { 2, 3, 4, 5 };
+ int[] compressed = new int[codec.maxHeadlessCompressedLength(new IntWrapper(0), input.length)];
+ int[] uncompressed = new int[offset + input.length];
+
+ IntWrapper inputOffset = new IntWrapper(0);
+ IntWrapper compressedOffset = new IntWrapper(0);
+
+ codec.headlessCompress(input, inputOffset, input.length, compressed, compressedOffset);
+
+ int compressedLength = compressedOffset.get();
+ IntWrapper uncompressedOffset = new IntWrapper(offset);
+ compressedOffset = new IntWrapper(0);
+ codec.headlessUncompress(compressed, compressedOffset, compressedLength, uncompressed, uncompressedOffset, input.length);
+
+ assertArrayEquals(input, Arrays.copyOfRange(uncompressed, offset, offset + input.length));
+ }
+ }
+
+ @Test
+ public void testUncompressOutputOffset_SkippableIntegratedComposition() {
+ for (int offset : new int[] {0, 1, 6}) {
+ SkippableIntegratedComposition codec = new SkippableIntegratedComposition(new IntegratedBinaryPacking(), new IntegratedVariableByte());
+
+ int[] input = { 2, 3, 4, 5 };
+ int[] compressed = new int[codec.maxHeadlessCompressedLength(new IntWrapper(0), input.length)];
+ int[] uncompressed = new int[offset + input.length];
+ IntWrapper inputOffset = new IntWrapper(0);
+ IntWrapper compressedOffset = new IntWrapper(0);
+ IntWrapper initValue = new IntWrapper(0);
+
+ codec.headlessCompress(input, inputOffset, input.length, compressed, compressedOffset, initValue);
+
+ int compressedLength = compressedOffset.get();
+ IntWrapper uncompressedOffset = new IntWrapper(offset);
+ compressedOffset = new IntWrapper(0);
+ initValue = new IntWrapper(0);
+ codec.headlessUncompress(compressed, compressedOffset, compressedLength, uncompressed, uncompressedOffset, input.length, initValue);
+
+ assertArrayEquals(input, Arrays.copyOfRange(uncompressed, offset, offset + input.length));
+ }
+ }
}
diff --git a/src/test/java/me/lemire/integercompression/TestUtils.java b/src/test/java/me/lemire/integercompression/TestUtils.java
index a0820ab..b3cbff3 100644
--- a/src/test/java/me/lemire/integercompression/TestUtils.java
+++ b/src/test/java/me/lemire/integercompression/TestUtils.java
@@ -1,3 +1,10 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
package me.lemire.integercompression;
import java.util.Arrays;
@@ -123,7 +130,7 @@ public static void assertSymmetry(IntegerCODEC codec, int... orig) {
assertArrayEquals(orig, target);
}
- protected static int[] compress(IntegerCODEC codec, int[] data) {
+ public static int[] compress(IntegerCODEC codec, int[] data) {
int[] outBuf = new int[data.length * 4];
IntWrapper inPos = new IntWrapper();
IntWrapper outPos = new IntWrapper();
@@ -158,7 +165,7 @@ protected static int[] uncompress(ByteIntegerCODEC codec, byte[] data, int len)
}
protected static int[] compressHeadless(SkippableIntegerCODEC codec, int[] data) {
- int[] outBuf = new int[data.length * 4];
+ int[] outBuf = new int[codec.maxHeadlessCompressedLength(new IntWrapper(0), data.length)];
IntWrapper inPos = new IntWrapper();
IntWrapper outPos = new IntWrapper();
codec.headlessCompress(data, inPos, data.length, outBuf, outPos);
diff --git a/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java b/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java
index 3201b02..650eb4b 100644
--- a/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java
+++ b/src/test/java/me/lemire/integercompression/XorBinaryPackingTest.java
@@ -1,7 +1,10 @@
/**
* This code is released under the
* Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
*/
+
package me.lemire.integercompression;
import java.util.Arrays;
diff --git a/src/test/java/me/lemire/longcompression/ATestLongCODEC.java b/src/test/java/me/lemire/longcompression/ATestLongCODEC.java
new file mode 100644
index 0000000..c61ea69
--- /dev/null
+++ b/src/test/java/me/lemire/longcompression/ATestLongCODEC.java
@@ -0,0 +1,96 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression;
+
+import java.util.stream.LongStream;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+/**
+ * Edge-cases to be tested on a per-codec basis
+ *
+ * @author Benoit Lacelle
+ */
+public abstract class ATestLongCODEC {
+ protected void checkConsistency(LongCODEC codec, long[] array) {
+ {
+ long[] compressed = LongTestUtils.compress(codec, array);
+ long[] uncompressed = LongTestUtils.uncompress(codec, compressed, array.length);
+
+ Assert.assertArrayEquals(array, uncompressed);
+ }
+
+ if (codec instanceof ByteLongCODEC) {
+ byte[] compressed = LongTestUtils.compress((ByteLongCODEC) codec, array);
+ long[] uncompressed = LongTestUtils.uncompress((ByteLongCODEC) codec, compressed, array.length);
+
+ Assert.assertArrayEquals(array, uncompressed);
+ }
+
+ if (codec instanceof SkippableLongCODEC) {
+ long[] compressed = LongTestUtils.compressHeadless((SkippableLongCODEC) codec, array);
+ long[] uncompressed =
+ LongTestUtils.uncompressHeadless((SkippableLongCODEC) codec, compressed, array.length);
+
+ Assert.assertArrayEquals(array, uncompressed);
+ }
+ }
+
+ public abstract LongCODEC getCodec();
+
+ @Test
+ public void testCodec_Minus1() {
+ checkConsistency(getCodec(), new long[] { -1 });
+ }
+
+ @Test
+ public void testCodec_ZeroTimes8Minus1() {
+ checkConsistency(getCodec(), new long[] { 0, 0, 0, 0, 0, 0, 0, 0, -1 });
+ }
+
+ @Test
+ public void testCodec_ZeroTimes127Minus1() {
+ long[] array = LongStream.concat(LongStream.range(0, 127).map(l -> 0), LongStream.of(-1)).toArray();
+
+ checkConsistency(getCodec(), array);
+ }
+
+ @Test
+ public void testCodec_ZeroTimes128Minus1() {
+ long[] array = LongStream.concat(LongStream.range(0, 128).map(l -> 0), LongStream.of(-1)).toArray();
+
+ checkConsistency(getCodec(), array);
+ }
+
+ @Test
+ public void testCodec_MinValue() {
+ checkConsistency(getCodec(), new long[] { Long.MIN_VALUE });
+ }
+
+ @Test
+ public void testCodec_ZeroMinValue() {
+ checkConsistency(getCodec(), new long[] { 0, Long.MIN_VALUE });
+ }
+
+ @Test
+ public void testCodec_allPowerOfTwo() {
+ checkConsistency(getCodec(), new long[] { 1L << 42 });
+ for (int i = 0; i < 64; i++) {
+ checkConsistency(getCodec(), new long[] { 1L << i });
+ }
+ }
+
+ @Test
+ public void testCodec_ZeroThenAllPowerOfTwo() {
+ for (int i = 0; i < 64; i++) {
+ checkConsistency(getCodec(), new long[] { 0, 1L << i });
+ }
+ }
+
+}
diff --git a/src/test/java/me/lemire/longcompression/LongBasicTest.java b/src/test/java/me/lemire/longcompression/LongBasicTest.java
new file mode 100644
index 0000000..8dc0c9b
--- /dev/null
+++ b/src/test/java/me/lemire/longcompression/LongBasicTest.java
@@ -0,0 +1,391 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression;
+
+import static org.junit.Assert.assertArrayEquals;
+import static org.junit.Assert.assertEquals;
+
+import java.util.Arrays;
+
+import org.junit.Test;
+
+import me.lemire.integercompression.FastPFOR;
+import me.lemire.integercompression.FastPFOR128;
+import me.lemire.integercompression.IntWrapper;
+import me.lemire.longcompression.differential.LongDelta;
+import me.lemire.longcompression.synth.LongClusteredDataGenerator;
+
+/**
+ * Just some basic sanity tests.
+ *
+ * @author Benoit Lacelle
+ */
+@SuppressWarnings({ "static-method" })
+public class LongBasicTest {
+ final LongCODEC[] codecs = {
+ new LongJustCopy(),
+ new LongVariableByte(),
+ new LongAs2IntsCodec(),
+ new LongComposition(new LongBinaryPacking(), new LongVariableByte()),
+ };
+
+ /**
+ * This tests with a compressed array with various offset
+ */
+ @Test
+ public void saulTest() {
+ for (LongCODEC C : codecs) {
+ for (int x = 0; x < 50; ++x) {
+ long[] a = { 2, 3, 4, 5 };
+ long[] b = new long[90];
+ long[] c = new long[a.length];
+
+ IntWrapper aOffset = new IntWrapper(0);
+ IntWrapper bOffset = new IntWrapper(x);
+ C.compress(a, aOffset, a.length, b, bOffset);
+ int len = bOffset.get() - x;
+
+ bOffset.set(x);
+ IntWrapper cOffset = new IntWrapper(0);
+ C.uncompress(b, bOffset, len, c, cOffset);
+ if(!Arrays.equals(a, c)) {
+ System.out.println("Problem with "+C);
+ }
+ assertArrayEquals(a, c);
+
+ }
+ }
+ }
+ /**
+ *
+ */
+ @Test
+ public void varyingLengthTest() {
+ int N = 4096;
+ long[] data = new long[N];
+ for (int k = 0; k < N; ++k)
+ data[k] = k;
+ for (LongCODEC c : codecs) {
+ System.out.println("[BasicTest.varyingLengthTest] codec = " + c);
+ for (int L = 1; L <= 128; L++) {
+ long[] comp = LongTestUtils.compress(c, Arrays.copyOf(data, L));
+ long[] answer = LongTestUtils.uncompress(c, comp, L);
+ for (int k = 0; k < L; ++k)
+ if (answer[k] != data[k]) {
+ long[] comp2 = LongTestUtils.compress(c, Arrays.copyOf(data, L));
+ long[] answer2 = LongTestUtils.uncompress(c, comp2, L);
+ throw new RuntimeException("bug");
+ }
+ }
+ for (int L = 128; L <= N; L *= 2) {
+ long[] comp = LongTestUtils.compress(c, Arrays.copyOf(data, L));
+ long[] answer = LongTestUtils.uncompress(c, comp, L);
+ for (int k = 0; k < L; ++k)
+ if (answer[k] != data[k]) {
+ long[] comp2 = LongTestUtils.compress(c, Arrays.copyOf(data, L));
+ long[] answer2 = LongTestUtils.uncompress(c, comp2, L);
+ System.out.println(Arrays.toString(Arrays.copyOf(
+ answer, L)));
+ System.out.println(Arrays.toString(Arrays.copyOf(data,
+ L)));
+ throw new RuntimeException("bug");
+ }
+ }
+
+ }
+ }
+
+ /**
+ *
+ */
+ @Test
+ public void varyingLengthTest2() {
+ int N = 128;
+ long[] data = new long[N];
+ data[127] = -1;
+ for (LongCODEC c : codecs) {
+ System.out.println("[BasicTest.varyingLengthTest2] codec = " + c);
+ try {
+ // CODEC Simple9 is limited to "small" integers.
+ if (c.getClass().equals(
+ Class.forName("me.lemire.integercompression.Simple9")))
+ continue;
+ } catch (ClassNotFoundException e) {
+ e.printStackTrace();
+ }
+ try {
+ // CODEC Simple16 is limited to "small" integers.
+ if (c.getClass().equals(
+ Class.forName("me.lemire.integercompression.Simple16")))
+ continue;
+ } catch (ClassNotFoundException e) {
+ e.printStackTrace();
+ }
+ try {
+ // CODEC GroupSimple9 is limited to "small" integers.
+ if (c.getClass().equals(
+ Class.forName("me.lemire.integercompression.GroupSimple9")))
+ continue;
+ } catch (ClassNotFoundException e) {
+ e.printStackTrace();
+ }
+
+ for (int L = 1; L <= 128; L++) {
+ long[] comp = LongTestUtils.compress(c, Arrays.copyOf(data, L));
+ long[] answer = LongTestUtils.uncompress(c, comp, L);
+ for (int k = 0; k < L; ++k)
+ if (answer[k] != data[k])
+ throw new RuntimeException("bug");
+ }
+ for (int L = 128; L <= N; L *= 2) {
+ long[] comp = LongTestUtils.compress(c, Arrays.copyOf(data, L));
+ long[] answer = LongTestUtils.uncompress(c, comp, L);
+ for (int k = 0; k < L; ++k)
+ if (answer[k] != data[k])
+ throw new RuntimeException("bug");
+ }
+
+ }
+ }
+
+ /**
+ *
+ */
+ @Test
+ public void checkVariousCases() {
+ for (LongCODEC c : codecs) {
+ testZeroInZeroOut(c);
+ test(c, c, 5, 10);
+ test(c, c, 5, 14);
+ test(c, c, 2, 18);
+ // TODO Unclear which codec should manage an empty output array or not
+ // Some IntegerCodec does not output anything if the input is smaller than some block size
+ // testSpurious(c);
+ testUnsorted(c);
+ testUnsorted2(c);
+ testUnsorted3(c);
+ }
+ }
+
+ /**
+ * check that the codecs can be inverted.
+ */
+ @Test
+ public void basictest() {
+ for (LongCODEC codec : codecs) {
+ test(codec, 5, 10);
+ test(codec, 5, 14);
+ test(codec, 2, 18);
+ }
+ }
+
+ private static void testSpurious(LongCODEC c) {
+ long[] x = new long[1024];
+ long[] y = new long[0];
+ IntWrapper i0 = new IntWrapper(0);
+ IntWrapper i1 = new IntWrapper(0);
+ for (int inlength = 0; inlength < 32; ++inlength) {
+ c.compress(x, i0, inlength, y, i1);
+ assertEquals(0, i1.intValue());
+ }
+ }
+
+ private static void testZeroInZeroOut(LongCODEC c) {
+ long[] x = new long[0];
+ long[] y = new long[0];
+ IntWrapper i0 = new IntWrapper(0);
+ IntWrapper i1 = new IntWrapper(0);
+ c.compress(x, i0, 0, y, i1);
+ assertEquals(0, i1.intValue());
+
+ long[] out = new long[0];
+ IntWrapper outpos = new IntWrapper(0);
+ c.uncompress(y, i1, 0, out, outpos);
+ assertEquals(0, outpos.intValue());
+ }
+
+ private static void test(LongCODEC c, LongCODEC co, int N, int nbr) {
+ LongClusteredDataGenerator cdg = new LongClusteredDataGenerator();
+ for (int sparsity = 1; sparsity < 31 - nbr; sparsity += 4) {
+ long[][] data = new long[N][];
+ int max = (1 << (nbr + sparsity));
+ for (int k = 0; k < N; ++k) {
+ data[k] = cdg.generateClustered((1 << nbr), max);
+ }
+ testCodec(c, co, data, max);
+ }
+ }
+
+ private static void test(LongCODEC codec, int N, int nbr) {
+ LongClusteredDataGenerator cdg = new LongClusteredDataGenerator();
+ System.out.println("[BasicTest.test] N = " + N + " " + nbr);
+ for (int sparsity = 1; sparsity < 63 - nbr; sparsity += 4) {
+ long[][] data = new long[N][];
+ long max = (1L << (nbr + sparsity));
+ for (int k = 0; k < N; ++k) {
+ data[k] = cdg.generateClustered((1 << nbr), max);
+ }
+
+ testCodec(codec, codec, data, max);
+ }
+ }
+
+ private static void testCodec(LongCODEC c, LongCODEC co,
+ long[][] data, long max) {
+ int N = data.length;
+ int maxlength = 0;
+ for (int k = 0; k < N; ++k) {
+ if (data[k].length > maxlength)
+ maxlength = data[k].length;
+ }
+ long[] buffer = new long[maxlength + 1024];
+ long[] dataout = new long[4 * maxlength + 1024];
+ // 4x + 1024 to account for the possibility of some negative
+ // compression.
+ IntWrapper inpos = new IntWrapper();
+ IntWrapper outpos = new IntWrapper();
+ for (int k = 0; k < N; ++k) {
+ long[] backupdata = Arrays.copyOf(data[k], data[k].length);
+
+ inpos.set(1);
+ outpos.set(0);
+ if (!(c instanceof IntegratedLongCODEC)) {
+ LongDelta.delta(backupdata);
+ }
+ c.compress(backupdata, inpos, backupdata.length - inpos.get(),
+ dataout, outpos);
+ final int thiscompsize = outpos.get() + 1;
+ inpos.set(0);
+ outpos.set(1);
+ buffer[0] = backupdata[0];
+ co.uncompress(dataout, inpos, thiscompsize - 1, buffer, outpos);
+ if (!(c instanceof IntegratedLongCODEC))
+ LongDelta.fastinverseDelta(buffer);
+
+ // Check assertions.
+ assertEquals("length is not match", outpos.get(), data[k].length);
+ long[] bufferCutout = Arrays.copyOf(buffer, outpos.get());
+ assertArrayEquals("failed to reconstruct original data", data[k],
+ bufferCutout);
+ }
+ }
+
+ /**
+ * @param codec
+ * provided codec
+ */
+ public void testUnsorted(LongCODEC codec) {
+ int[] lengths = { 133, 1026, 1333333 };
+ for (int N : lengths) {
+ long[] data = new long[N];
+ // initialize the data (most will be small)
+ for (int k = 0; k < N; k += 1)
+ data[k] = 3;
+ // throw some larger values
+ for (int k = 0; k < N; k += 5)
+ data[k] = 100;
+ for (int k = 0; k < N; k += 533)
+ data[k] = 10000;
+ data[5] = -311;
+ // could need more compressing
+ long[] compressed = new long[(int) Math.ceil(N * 1.01) + 1024];
+ IntWrapper inputoffset = new IntWrapper(0);
+ IntWrapper outputoffset = new IntWrapper(0);
+ codec.compress(data, inputoffset, data.length, compressed,
+ outputoffset);
+ // we can repack the data: (optional)
+ compressed = Arrays.copyOf(compressed, outputoffset.intValue());
+
+ long[] recovered = new long[N];
+ IntWrapper recoffset = new IntWrapper(0);
+ codec.uncompress(compressed, new IntWrapper(0), compressed.length,
+ recovered, recoffset);
+ assertArrayEquals(data, recovered);
+ }
+ }
+
+ private void testUnsorted2(LongCODEC codec) {
+ long[] data = new long[128];
+ data[5] = -1;
+ long[] compressed = new long[1024];
+ IntWrapper inputoffset = new IntWrapper(0);
+ IntWrapper outputoffset = new IntWrapper(0);
+ codec.compress(data, inputoffset, data.length, compressed, outputoffset);
+ // we can repack the data: (optional)
+ compressed = Arrays.copyOf(compressed, outputoffset.intValue());
+
+ long[] recovered = new long[128];
+ IntWrapper recoffset = new IntWrapper(0);
+ codec.uncompress(compressed, new IntWrapper(0), compressed.length,
+ recovered, recoffset);
+ assertArrayEquals(data, recovered);
+ }
+
+ private void testUnsorted3(LongCODEC codec) {
+ long[] data = new long[128];
+ data[127] = -1;
+ long[] compressed = new long[1024];
+ IntWrapper inputoffset = new IntWrapper(0);
+ IntWrapper outputoffset = new IntWrapper(0);
+ codec.compress(data, inputoffset, data.length, compressed, outputoffset);
+ // we can repack the data: (optional)
+ compressed = Arrays.copyOf(compressed, outputoffset.intValue());
+
+ long[] recovered = new long[128];
+ IntWrapper recoffset = new IntWrapper(0);
+ codec.uncompress(compressed, new IntWrapper(0), compressed.length,
+ recovered, recoffset);
+ assertArrayEquals(data, recovered);
+ }
+
+ /**
+ *
+ */
+ @Test
+ public void fastPforTest() {
+ // proposed by Stefan Ackermann (https://github.com/Stivo)
+ for (LongCODEC codec : codecs) {
+ int N = FastPFOR.BLOCK_SIZE;
+ long[] data = new long[N];
+ for (int i = 0; i < N; i++)
+ data[i] = 0;
+ data[126] = -1;
+ long[] comp = LongTestUtils.compress(codec, Arrays.copyOf(data, N));
+ long[] answer = LongTestUtils.uncompress(codec, comp, N);
+ for (int k = 0; k < N; ++k)
+ if (answer[k] != data[k]) {
+ long[] comp2 = LongTestUtils.compress(codec, Arrays.copyOf(data, N));
+ long[] answer2 = LongTestUtils.uncompress(codec, comp2, N);
+ throw new RuntimeException("bug " + k + " " + answer[k]
+ + " != " + data[k]);
+ }
+ }
+ }
+
+ /**
+ *
+ */
+ @Test
+ public void fastPfor128Test() {
+ // proposed by Stefan Ackermann (https://github.com/Stivo)
+ for (LongCODEC codec : codecs) {
+ int N = FastPFOR128.BLOCK_SIZE;
+ long[] data = new long[N];
+ for (int i = 0; i < N; i++)
+ data[i] = 0;
+ data[126] = -1;
+ long[] comp = LongTestUtils.compress(codec, Arrays.copyOf(data, N));
+ long[] answer = LongTestUtils.uncompress(codec, comp, N);
+ for (int k = 0; k < N; ++k)
+ if (answer[k] != data[k])
+ throw new RuntimeException("bug " + k + " " + answer[k]
+ + " != " + data[k]);
+ }
+ }
+
+}
diff --git a/src/test/java/me/lemire/longcompression/LongDeltaTest.java b/src/test/java/me/lemire/longcompression/LongDeltaTest.java
new file mode 100644
index 0000000..bfa1e6f
--- /dev/null
+++ b/src/test/java/me/lemire/longcompression/LongDeltaTest.java
@@ -0,0 +1,23 @@
+package me.lemire.longcompression;
+
+import me.lemire.longcompression.differential.LongDelta;
+import org.junit.Test;
+
+import static org.junit.Assert.assertArrayEquals;
+import static org.junit.Assert.assertNotNull;
+
+public class LongDeltaTest {
+ @Test
+ public void testEmptyArrayFastInverseDelta() {
+ LongCompressor compressor = new LongCompressor();
+ long[] input = new long[0];
+
+ LongDelta.delta(input);
+ long[] compressed = compressor.compress(input);
+ long[] result = compressor.uncompress(compressed);
+ LongDelta.fastinverseDelta(result);
+
+ assertNotNull(result);
+ assertArrayEquals(input, result);
+ }
+}
diff --git a/src/test/java/me/lemire/longcompression/LongTestUtils.java b/src/test/java/me/lemire/longcompression/LongTestUtils.java
new file mode 100644
index 0000000..b7d9c63
--- /dev/null
+++ b/src/test/java/me/lemire/longcompression/LongTestUtils.java
@@ -0,0 +1,133 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression;
+
+import static org.junit.Assert.assertArrayEquals;
+import static org.junit.Assert.assertTrue;
+
+import java.util.Arrays;
+
+import me.lemire.integercompression.IntWrapper;
+
+/**
+ * Static utility methods for test.
+ */
+public class LongTestUtils {
+
+ protected static void dumpIntArray(long[] data, String label) {
+ System.out.print(label);
+ for (int i = 0; i < data.length; ++i) {
+ if (i % 6 == 0) {
+ System.out.println();
+ }
+ System.out.format(" %1$11d", data[i]);
+ }
+ System.out.println();
+ }
+
+ protected static void dumpIntArrayAsHex(long[] data, String label) {
+ System.out.print(label);
+ for (int i = 0; i < data.length; ++i) {
+ if (i % 8 == 0) {
+ System.out.println();
+ }
+ System.out.format(" %1$08X", data[i]);
+ }
+ System.out.println();
+ }
+
+ /**
+ * Check that compress and uncompress keep original array.
+ *
+ * @param codec CODEC to test.
+ * @param orig original integers
+ */
+ public static void assertSymmetry(LongCODEC codec, long... orig) {
+ // There are some cases that compressed array is bigger than original
+ // array. So output array for compress must be larger.
+ //
+ // Example:
+ // - VariableByte compresses an array like [ -1 ].
+ // - Composition compresses a short array.
+ final int EXTEND = 1;
+
+ long[] compressed = new long[orig.length + EXTEND];
+ IntWrapper c_inpos = new IntWrapper(0);
+ IntWrapper c_outpos = new IntWrapper(0);
+ codec.compress(orig, c_inpos, orig.length, compressed,
+ c_outpos);
+
+ assertTrue(c_outpos.get() <= orig.length + EXTEND);
+
+ // Uncompress an array.
+ long[] uncompressed = new long[orig.length];
+ IntWrapper u_inpos = new IntWrapper(0);
+ IntWrapper u_outpos = new IntWrapper(0);
+ codec.uncompress(compressed, u_inpos, c_outpos.get(),
+ uncompressed, u_outpos);
+
+ // Compare between uncompressed and orig arrays.
+ long[] target = Arrays.copyOf(uncompressed, u_outpos.get());
+ assertArrayEquals(orig, target);
+ }
+
+ protected static long[] compress(LongCODEC codec, long[] data) {
+ long[] outBuf = new long[data.length * 8];
+ IntWrapper inPos = new IntWrapper();
+ IntWrapper outPos = new IntWrapper();
+ codec.compress(data, inPos, data.length, outBuf, outPos);
+ return Arrays.copyOf(outBuf, outPos.get());
+ }
+
+ protected static long[] uncompress(LongCODEC codec, long[] data, int len) {
+ long[] outBuf = new long[len + 1024];
+ IntWrapper inPos = new IntWrapper();
+ IntWrapper outPos = new IntWrapper();
+ codec.uncompress(data, inPos, data.length, outBuf, outPos);
+ return Arrays.copyOf(outBuf, outPos.get());
+ }
+
+
+
+ protected static byte[] compress(ByteLongCODEC codec, long[] data) {
+ byte[] outBuf = new byte[data.length * 4 * 4];
+ IntWrapper inPos = new IntWrapper();
+ IntWrapper outPos = new IntWrapper();
+ codec.compress(data, inPos, data.length, outBuf, outPos);
+ return Arrays.copyOf(outBuf, outPos.get());
+ }
+
+ protected static long[] uncompress(ByteLongCODEC codec, byte[] data, int len) {
+ long[] outBuf = new long[len + 1024];
+ IntWrapper inPos = new IntWrapper();
+ IntWrapper outPos = new IntWrapper();
+ codec.uncompress(data, inPos, data.length, outBuf, outPos);
+ return Arrays.copyOf(outBuf, outPos.get());
+ }
+
+ protected static long[] compressHeadless(SkippableLongCODEC codec, long[] data) {
+ long[] outBuf = new long[codec.maxHeadlessCompressedLength(new IntWrapper(0), data.length)];
+ IntWrapper inPos = new IntWrapper();
+ IntWrapper outPos = new IntWrapper();
+ codec.headlessCompress(data, inPos, data.length, outBuf, outPos);
+ return Arrays.copyOf(outBuf, outPos.get());
+ }
+
+ protected static long[] uncompressHeadless(SkippableLongCODEC codec, long[] data, int len) {
+ long[] outBuf = new long[len + 1024];
+ IntWrapper inPos = new IntWrapper();
+ IntWrapper outPos = new IntWrapper();
+ codec.headlessUncompress(data, inPos, data.length, outBuf, outPos,len);
+ if(outPos.get() < len) throw new RuntimeException("Insufficient output.");
+ return Arrays.copyOf(outBuf, outPos.get());
+ }
+
+ public static String longToBinaryWithLeading(long l) {
+ return String.format("%64s", Long.toBinaryString(l)).replace(' ', '0');
+ }
+}
diff --git a/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java b/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java
new file mode 100644
index 0000000..c4b7e01
--- /dev/null
+++ b/src/test/java/me/lemire/longcompression/SkippableLongBasicTest.java
@@ -0,0 +1,194 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression;
+
+import java.util.Arrays;
+
+import org.junit.Test;
+
+import me.lemire.integercompression.IntWrapper;
+import me.lemire.integercompression.TestUtils;
+import me.lemire.integercompression.VariableByte;
+
+import static org.junit.Assert.assertArrayEquals;
+import static org.junit.Assert.assertTrue;
+
+/**
+ * Just some basic sanity tests.
+ *
+ * @author Benoit Lacelle
+ */
+@SuppressWarnings({ "static-method" })
+public class SkippableLongBasicTest {
+ final SkippableLongCODEC[] codecs = {
+ new LongJustCopy(),
+ new LongVariableByte(),
+ new SkippableLongComposition(new LongBinaryPacking(), new LongVariableByte()), };
+
+
+ /**
+ *
+ */
+ @Test
+ public void consistentTest() {
+ int N = 4096;
+ long[] data = new long[N];
+ long[] rev = new long[N];
+ for (int k = 0; k < N; ++k)
+ data[k] = k % 128;
+ for (SkippableLongCODEC c : codecs) {
+ System.out.println("[SkippeableBasicTest.consistentTest] codec = "
+ + c);
+ for (int n = 0; n <= N; ++n) {
+ IntWrapper inPos = new IntWrapper();
+ IntWrapper outPos = new IntWrapper();
+ long[] outBuf = new long[c.maxHeadlessCompressedLength(new IntWrapper(0), n)];
+
+ c.headlessCompress(data, inPos, n, outBuf, outPos);
+
+ IntWrapper inPoso = new IntWrapper();
+ IntWrapper outPoso = new IntWrapper();
+ c.headlessUncompress(outBuf, inPoso, outPos.get(), rev,
+ outPoso, n);
+ if (outPoso.get() != n) {
+ throw new RuntimeException("bug "+n);
+ }
+ if (inPoso.get() != outPos.get()) {
+ throw new RuntimeException("bug "+n+" "+inPoso.get()+" "+outPos.get());
+ }
+ for (int j = 0; j < n; ++j)
+ if (data[j] != rev[j]) {
+ throw new RuntimeException("bug");
+ }
+ }
+ }
+ }
+
+
+ /**
+ *
+ */
+ @Test
+ public void varyingLengthTest() {
+ int N = 4096;
+ long[] data = new long[N];
+ for (int k = 0; k < N; ++k)
+ data[k] = k;
+ for (SkippableLongCODEC c : codecs) {
+ System.out.println("[SkippeableBasicTest.varyingLengthTest] codec = "+c);
+ for (int L = 1; L <= 128; L++) {
+ long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L));
+ long[] answer = LongTestUtils.uncompressHeadless(c, comp, L);
+ for (int k = 0; k < L; ++k)
+ if (answer[k] != data[k])
+ throw new RuntimeException("bug "+c.toString()+" "+k+" "+answer[k]+" "+data[k]);
+ }
+ for (int L = 128; L <= N; L *= 2) {
+ long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L));
+ long[] answer = LongTestUtils.uncompressHeadless(c, comp, L);
+ for (int k = 0; k < L; ++k)
+ if (answer[k] != data[k])
+ throw new RuntimeException("bug");
+ }
+
+ }
+ }
+
+ /**
+ *
+ */
+ @Test
+ public void varyingLengthTest2() {
+ int N = 128;
+ long[] data = new long[N];
+ data[127] = -1;
+ for (SkippableLongCODEC c : codecs) {
+ System.out.println("[SkippeableBasicTest.varyingLengthTest2] codec = "+c);
+
+ try {
+ // CODEC Simple9 is limited to "small" integers.
+ if (c.getClass().equals(
+ Class.forName("me.lemire.integercompression.Simple9")))
+ continue;
+ } catch (ClassNotFoundException e) {
+ e.printStackTrace();
+ }
+ try {
+ // CODEC Simple16 is limited to "small" integers.
+ if (c.getClass().equals(
+ Class.forName("me.lemire.integercompression.Simple16")))
+ continue;
+ } catch (ClassNotFoundException e) {
+ e.printStackTrace();
+ }
+ for (int L = 1; L <= 128; L++) {
+ long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L));
+ long[] answer = LongTestUtils.uncompressHeadless(c, comp, L);
+ for (int k = 0; k < L; ++k)
+ if (answer[k] != data[k]) {
+ throw new RuntimeException("L=" + L + ": bug at k = "+k+" "+answer[k]+" "+data[k]+" for "+c.toString());
+ }
+ }
+ for (int L = 128; L <= N; L *= 2) {
+ long[] comp = LongTestUtils.compressHeadless(c, Arrays.copyOf(data, L));
+ long[] answer = LongTestUtils.uncompressHeadless(c, comp, L);
+ for (int k = 0; k < L; ++k)
+ if (answer[k] != data[k])
+ throw new RuntimeException("bug");
+ }
+
+ }
+ }
+
+ @Test
+ public void testMaxHeadlessCompressedLength() {
+ testMaxHeadlessCompressedLength(new LongJustCopy(), 128);
+ testMaxHeadlessCompressedLength(new LongBinaryPacking(), 16 * LongBinaryPacking.BLOCK_SIZE);
+ testMaxHeadlessCompressedLength(new LongVariableByte(), 128);
+ testMaxHeadlessCompressedLength(new SkippableLongComposition(new LongBinaryPacking(), new LongVariableByte()), 16 * LongBinaryPacking.BLOCK_SIZE + 10);
+ }
+
+ private static void testMaxHeadlessCompressedLength(SkippableLongCODEC codec, int inlengthTo) {
+ for (int inlength = 0; inlength < inlengthTo; ++inlength) {
+ long[] input = new long[inlength];
+ Arrays.fill(input, -1L);
+
+ int maxOutputLength = codec.maxHeadlessCompressedLength(new IntWrapper(), inlength);
+ long[] output = new long[maxOutputLength];
+ IntWrapper outPos = new IntWrapper();
+
+ codec.headlessCompress(input, new IntWrapper(), inlength, output, outPos);
+ // If we reach this point, no exception was thrown, which means the calculated output length was sufficient.
+
+ assertTrue(maxOutputLength <= outPos.get() + 1); // +1 because SkippableLongComposition always adds one extra integer for the potential header
+ }
+ }
+
+ @Test
+ public void testUncompressOutputOffset_SkippableLongComposition() {
+ for (int offset : new int[] {0, 1, 6}) {
+ SkippableLongComposition codec = new SkippableLongComposition(new LongBinaryPacking(), new LongVariableByte());
+
+ long[] input = { 2, 3, 4, 5 };
+ long[] compressed = new long[codec.maxHeadlessCompressedLength(new IntWrapper(0), input.length)];
+ long[] uncompressed = new long[offset + input.length];
+
+ IntWrapper inputOffset = new IntWrapper(0);
+ IntWrapper compressedOffset = new IntWrapper(0);
+
+ codec.headlessCompress(input, inputOffset, input.length, compressed, compressedOffset);
+
+ int compressedLength = compressedOffset.get();
+ IntWrapper uncompressedOffset = new IntWrapper(offset);
+ compressedOffset = new IntWrapper(0);
+ codec.headlessUncompress(compressed, compressedOffset, compressedLength, uncompressed, uncompressedOffset, input.length);
+
+ assertArrayEquals(input, Arrays.copyOfRange(uncompressed, offset, offset + input.length));
+ }
+ }
+}
diff --git a/src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java b/src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java
new file mode 100644
index 0000000..bddff2a
--- /dev/null
+++ b/src/test/java/me/lemire/longcompression/TestLongAs2IntsCodec.java
@@ -0,0 +1,31 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+/**
+ * Edge-cases having caused issue specifically with LongVariableByte.
+ *
+ * @author Benoit Lacelle
+ */
+public class TestLongAs2IntsCodec extends ATestLongCODEC {
+ final LongAs2IntsCodec codec = new LongAs2IntsCodec();
+
+ @Override
+ public LongCODEC getCodec() {
+ return codec;
+ }
+
+ @Test
+ public void testCodec_intermediateHighPowerOfTwo() {
+ Assert.assertEquals(3, LongTestUtils.compress((LongCODEC) codec, new long[] { 1L << 42 }).length);
+ }
+
+}
diff --git a/src/test/java/me/lemire/longcompression/TestLongBinaryPacking.java b/src/test/java/me/lemire/longcompression/TestLongBinaryPacking.java
new file mode 100644
index 0000000..ecc3f2e
--- /dev/null
+++ b/src/test/java/me/lemire/longcompression/TestLongBinaryPacking.java
@@ -0,0 +1,26 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression;
+
+import org.junit.Ignore;
+
+/**
+ * Edge-cases having caused issue specifically with LongBinaryPacking.
+ *
+ * @author Benoit Lacelle
+ */
+@Ignore("Parent class tests are not valid as LongBinaryPacking process by chunks of 64 longs")
+public class TestLongBinaryPacking extends ATestLongCODEC {
+ final LongBinaryPacking codec = new LongBinaryPacking();
+
+ @Override
+ public LongCODEC getCodec() {
+ return codec;
+ }
+
+}
diff --git a/src/test/java/me/lemire/longcompression/TestLongVariableByte.java b/src/test/java/me/lemire/longcompression/TestLongVariableByte.java
new file mode 100644
index 0000000..3cb2a49
--- /dev/null
+++ b/src/test/java/me/lemire/longcompression/TestLongVariableByte.java
@@ -0,0 +1,40 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+/**
+ * Edge-cases having caused issue specifically with LongVariableByte.
+ *
+ * @author Benoit Lacelle
+ */
+public class TestLongVariableByte extends ATestLongCODEC {
+ final LongVariableByte codec = new LongVariableByte();
+
+ @Override
+ public LongCODEC getCodec() {
+ return codec;
+ }
+
+ @Test
+ public void testCodec_allBitWidths() {
+ for (int bitWidth = 0; bitWidth <= 64; bitWidth++) {
+ long value = bitWidth == 0 ? 0 : 1L << (bitWidth - 1);
+
+ int expectedSizeInBytes = Math.max(1, (bitWidth + 6) / 7);
+ int expectedSizeInLongs = (expectedSizeInBytes > 8) ? 2 : 1;
+
+ Assert.assertEquals(expectedSizeInLongs, LongTestUtils.compress((LongCODEC) codec, new long[] { value }).length);
+ Assert.assertEquals(expectedSizeInBytes, LongTestUtils.compress((ByteLongCODEC) codec, new long[] { value }).length);
+ Assert.assertEquals(expectedSizeInLongs,
+ LongTestUtils.compressHeadless((SkippableLongCODEC) codec, new long[] { value }).length);
+ }
+ }
+}
diff --git a/src/test/java/me/lemire/longcompression/synth/LongClusteredDataGenerator.java b/src/test/java/me/lemire/longcompression/synth/LongClusteredDataGenerator.java
new file mode 100644
index 0000000..c964f6f
--- /dev/null
+++ b/src/test/java/me/lemire/longcompression/synth/LongClusteredDataGenerator.java
@@ -0,0 +1,91 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+package me.lemire.longcompression.synth;
+
+import me.lemire.integercompression.synth.ClusteredDataGenerator;
+
+/**
+ * This class will generate lists of random longs based on the clustered
+ * model:
+ *
+ * Reference: Vo Ngoc Anh and Alistair Moffat. 2010. Index compression using
+ * 64-bit words. Softw. Pract. Exper.40, 2 (February 2010), 131-147.
+ *
+ * @author Benoit Lacelle
+ * @see ClusteredDataGenerator
+ */
+public class LongClusteredDataGenerator {
+
+ final LongUniformDataGenerator unidg = new LongUniformDataGenerator();
+
+ /**
+ * Creating random array generator.
+ */
+ public LongClusteredDataGenerator() {
+ }
+
+ void fillUniform(long[] array, int offset, int length, long Min, long Max) {
+ long[] v = this.unidg.generateUniform(length, Max - Min);
+ for (int k = 0; k < v.length; ++k)
+ array[k + offset] = Min + v[k];
+ }
+
+ void fillClustered(long[] array, int offset, int length, long Min, long Max) {
+ final long range = Max - Min;
+ if ((range == length) || (length <= 10)) {
+ fillUniform(array, offset, length, Min, Max);
+ return;
+ }
+ final long cut = length
+ / 2
+ + ((range - length - 1 > 0) ? (long)this.unidg.rand
+ .nextDouble() * (range - length - 1) : 0);
+ final double p = this.unidg.rand.nextDouble();
+ if (p < 0.25) {
+ fillUniform(array, offset, length / 2, Min, Min + cut);
+ fillClustered(array, offset + length / 2, length
+ - length / 2, Min + cut, Max);
+ } else if (p < 0.5) {
+ fillClustered(array, offset, length / 2, Min, Min + cut);
+ fillUniform(array, offset + length / 2, length - length
+ / 2, Min + cut, Max);
+ } else {
+ fillClustered(array, offset, length / 2, Min, Min + cut);
+ fillClustered(array, offset + length / 2, length
+ - length / 2, Min + cut, Max);
+ }
+ }
+
+ /**
+ * generates randomly N distinct integers from 0 to Max.
+ *
+ * @param N
+ * number of integers to generate
+ * @param Max
+ * maximal value of the integers
+ * @return array containing the integers
+ */
+ public long[] generateClustered(int N, long Max) {
+ long[] array = new long[N];
+ fillClustered(array, 0, N, 0, Max);
+ return array;
+ }
+
+ /**
+ * Little test program.
+ *
+ * @param args
+ * arguments are ignored
+ */
+ public static void main(final String[] args) {
+ long[] example = (new LongClusteredDataGenerator())
+ .generateClustered(20, 1000);
+ for (int k = 0; k < example.length; ++k)
+ System.out.println(example[k]);
+ }
+
+}
diff --git a/src/test/java/me/lemire/longcompression/synth/LongUniformDataGenerator.java b/src/test/java/me/lemire/longcompression/synth/LongUniformDataGenerator.java
new file mode 100644
index 0000000..4aa797b
--- /dev/null
+++ b/src/test/java/me/lemire/longcompression/synth/LongUniformDataGenerator.java
@@ -0,0 +1,125 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+package me.lemire.longcompression.synth;
+
+import java.util.Arrays;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.Random;
+import java.util.Set;
+
+import org.roaringbitmap.longlong.Roaring64Bitmap;
+
+import me.lemire.integercompression.synth.UniformDataGenerator;
+
+/**
+ * This class will generate "uniform" lists of random longs.
+ *
+ * @author Benoit Lacelle
+ * @see UniformDataGenerator
+ */
+public class LongUniformDataGenerator {
+ /**
+ * construct generator of random arrays.
+ */
+ public LongUniformDataGenerator() {
+ this.rand = new Random();
+ }
+
+ /**
+ * @param seed
+ * random seed
+ */
+ public LongUniformDataGenerator(final int seed) {
+ this.rand = new Random(seed);
+ }
+
+ /**
+ * generates randomly N distinct longs from 0 to Max.
+ */
+ long[] generateUniformHash(int N, long Max) {
+ if (N > Max)
+ throw new RuntimeException("not possible");
+ long[] ans = new long[N];
+ Set s = new HashSet<>();
+ while (s.size() < N)
+ s.add((long) (this.rand.nextDouble() * Max));
+ Iterator i = s.iterator();
+ for (int k = 0; k < N; ++k)
+ ans[k] = i.next().longValue();
+ Arrays.sort(ans);
+ return ans;
+ }
+
+ /**
+ * output all longs from the range [0,Max) that are not in the array
+ */
+ static long[] negate(long[] x, long Max) {
+ int newLength = saturatedCast(Max - x.length);
+ long[] ans = new long[newLength];
+ int i = 0;
+ int c = 0;
+ for (int j = 0; j < x.length; ++j) {
+ long v = x[j];
+ for (; i < v; ++i)
+ ans[c++] = i;
+ ++i;
+ }
+ while (c < ans.length)
+ ans[c++] = i++;
+ return ans;
+ }
+
+ private static int saturatedCast(long toInt) {
+ if (toInt > Integer.MAX_VALUE) {
+ return Integer.MAX_VALUE;
+ } else {
+ return (int) toInt;
+ }
+ }
+
+ /**
+ * generates randomly N distinct longs from 0 to Max.
+ *
+ * @param N
+ * number of longs to generate
+ * @param Max
+ * bound on the value of longs
+ * @return an array containing randomly selected longs
+ */
+ public long[] generateUniform(int N, long Max) {
+ assert N >= 0;
+ assert Max >= 0;
+ if (N * 2 > Max) {
+ return negate(generateUniform(saturatedCast(Max - N), Max), Max);
+ }
+ if (2048 * N > Max)
+ return generateUniformBitmap(N, Max);
+ return generateUniformHash(N, Max);
+ }
+
+ /**
+ * generates randomly N distinct longs from 0 to Max.
+ */
+ long[] generateUniformBitmap(int N, long Max) {
+ if (N > Max)
+ throw new RuntimeException("not possible");
+ Roaring64Bitmap bs = new Roaring64Bitmap();
+ int cardinality = 0;
+ while (cardinality < N) {
+ long v = (long) (rand.nextDouble() * Max);
+ if (!bs.contains(v)) {
+ bs.add(v);
+ cardinality++;
+ }
+ }
+ return bs.toArray();
+ }
+
+ Random rand = new Random();
+
+}
\ No newline at end of file
diff --git a/src/test/resources/integers.txt b/src/test/resources/integers.txt
new file mode 100644
index 0000000..06a56d3
--- /dev/null
+++ b/src/test/resources/integers.txt
@@ -0,0 +1,130657 @@
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