|
| 1 | +package scan |
| 2 | + |
| 3 | +import ( |
| 4 | + "errors" |
| 5 | + "fmt" |
| 6 | + "math/big" |
| 7 | + "math/rand" |
| 8 | + "sort" |
| 9 | +) |
| 10 | + |
| 11 | +var errRangeSize = errors.New("invalid range size") |
| 12 | + |
| 13 | +// We will pick the first cyclic group from this list that is |
| 14 | +// larger than the range size |
| 15 | +var cyclicGroups = []struct { |
| 16 | + // Prime number for (Z/pZ)* multiplicative group |
| 17 | + P int64 |
| 18 | + // Cyclic group generator |
| 19 | + G int64 |
| 20 | + // Number coprime with P-1 |
| 21 | + N int64 |
| 22 | +}{ |
| 23 | + { |
| 24 | + P: 3, // 2^1 + 1 |
| 25 | + G: 2, |
| 26 | + N: 1, |
| 27 | + }, |
| 28 | + { |
| 29 | + P: 5, // 2^2 + 1 |
| 30 | + G: 2, |
| 31 | + N: 1, |
| 32 | + }, |
| 33 | + { |
| 34 | + P: 11, // 2^3 + 3 |
| 35 | + G: 2, |
| 36 | + N: 3, |
| 37 | + }, |
| 38 | + { |
| 39 | + P: 17, // 2^4 + 1 |
| 40 | + G: 3, |
| 41 | + N: 3, |
| 42 | + }, |
| 43 | + { |
| 44 | + P: 37, // 2^5 + 5 |
| 45 | + G: 2, |
| 46 | + N: 5, |
| 47 | + }, |
| 48 | + { |
| 49 | + P: 67, // 2^6 + 3 |
| 50 | + G: 2, |
| 51 | + N: 5, |
| 52 | + }, |
| 53 | + { |
| 54 | + P: 131, // 2^7 + 3 |
| 55 | + G: 2, |
| 56 | + N: 3, |
| 57 | + }, |
| 58 | + { |
| 59 | + P: 257, // 2^8 + 1 |
| 60 | + G: 3, |
| 61 | + N: 3, |
| 62 | + }, |
| 63 | + { |
| 64 | + P: 523, // 2^9 + 11 |
| 65 | + G: 2, |
| 66 | + N: 5, |
| 67 | + }, |
| 68 | + { |
| 69 | + P: 1031, // 2^10 + 7 |
| 70 | + G: 21, |
| 71 | + N: 3, |
| 72 | + }, |
| 73 | + { |
| 74 | + P: 2053, // 2^11 + 5 |
| 75 | + G: 2, |
| 76 | + N: 5, |
| 77 | + }, |
| 78 | + { |
| 79 | + P: 4099, // 2^12 + 3 |
| 80 | + G: 2, |
| 81 | + N: 5, |
| 82 | + }, |
| 83 | + { |
| 84 | + P: 8219, // 2^13 + 27 |
| 85 | + G: 2, |
| 86 | + N: 3, |
| 87 | + }, |
| 88 | + { |
| 89 | + P: 16421, // 2^14 + 37 |
| 90 | + G: 2, |
| 91 | + N: 3, |
| 92 | + }, |
| 93 | + { |
| 94 | + P: 32771, // 2^15 + 3 |
| 95 | + G: 2, |
| 96 | + N: 3, |
| 97 | + }, |
| 98 | + { |
| 99 | + P: 65539, // 2^16 + 3 |
| 100 | + G: 2, |
| 101 | + N: 5, |
| 102 | + }, |
| 103 | + { |
| 104 | + P: 131101, // 2^17 + 29 |
| 105 | + G: 17, |
| 106 | + N: 7, |
| 107 | + }, |
| 108 | + { |
| 109 | + P: 262147, // 2^18 + 3 |
| 110 | + G: 2, |
| 111 | + N: 5, |
| 112 | + }, |
| 113 | + { |
| 114 | + P: 524309, // 2^19 + 21 |
| 115 | + G: 2, |
| 116 | + N: 3, |
| 117 | + }, |
| 118 | + { |
| 119 | + P: 1048589, // 2^20 + 13 |
| 120 | + G: 2, |
| 121 | + N: 3, |
| 122 | + }, |
| 123 | + { |
| 124 | + P: 2097211, // 2^21 + 59 |
| 125 | + G: 2, |
| 126 | + N: 7, |
| 127 | + }, |
| 128 | + { |
| 129 | + P: 4194371, // 2^22 + 67 |
| 130 | + G: 2, |
| 131 | + N: 3, |
| 132 | + }, |
| 133 | + { |
| 134 | + P: 8388619, // 2^23 + 11 |
| 135 | + G: 2, |
| 136 | + N: 5, |
| 137 | + }, |
| 138 | + { |
| 139 | + P: 16777259, // 2^24 + 43 |
| 140 | + G: 2, |
| 141 | + N: 5, |
| 142 | + }, |
| 143 | + { |
| 144 | + P: 33554467, // 2^25 + 35 |
| 145 | + G: 2, |
| 146 | + N: 5, |
| 147 | + }, |
| 148 | + { |
| 149 | + P: 67108933, // 2^26 + 69 |
| 150 | + G: 2, |
| 151 | + N: 5, |
| 152 | + }, |
| 153 | + { |
| 154 | + P: 134217773, // 2^27 + 45 |
| 155 | + G: 2, |
| 156 | + N: 5, |
| 157 | + }, |
| 158 | + { |
| 159 | + P: 268435459, // 2^28 + 3 |
| 160 | + G: 2, |
| 161 | + N: 5, |
| 162 | + }, |
| 163 | + { |
| 164 | + P: 536871019, // 2^29 + 107 |
| 165 | + G: 2, |
| 166 | + N: 5, |
| 167 | + }, |
| 168 | + { |
| 169 | + P: 1073741827, // 2^30 + 3 |
| 170 | + G: 2, |
| 171 | + N: 5, |
| 172 | + }, |
| 173 | + { |
| 174 | + P: 2147483659, // 2^31 + 11 |
| 175 | + G: 2, |
| 176 | + N: 5, |
| 177 | + }, |
| 178 | + { |
| 179 | + P: 4294967357, // 2^32 + 61 |
| 180 | + G: 2, |
| 181 | + N: 5, |
| 182 | + }, |
| 183 | +} |
| 184 | + |
| 185 | +// newRangeIterator creates a pseudo-random iterator for |
| 186 | +// integer range [1..n]. Each integer is traversed exactly once. |
| 187 | +func newRangeIterator(n int64) (*rangeIterator, error) { |
| 188 | + // Here we apply cyclic groups |
| 189 | + // (Z/pZ)* is a multiplicative group if p is a prime number |
| 190 | + // also (Z/pZ)* is a cyclic group, to understand this fact I recommend to read |
| 191 | + // "When Is the Multiplicative Group Modulo n Cyclic?" paper by Aryeh Zax |
| 192 | + if n <= 0 { |
| 193 | + return nil, errRangeSize |
| 194 | + } |
| 195 | + |
| 196 | + // find first cyclic group that is larger than n |
| 197 | + idx := sort.Search(len(cyclicGroups), func(i int) bool { |
| 198 | + return cyclicGroups[i].P > n |
| 199 | + }) |
| 200 | + if idx == len(cyclicGroups) { |
| 201 | + return nil, errRangeSize |
| 202 | + } |
| 203 | + cyclic := cyclicGroups[idx] |
| 204 | + P, G, N := big.NewInt(cyclic.P), big.NewInt(cyclic.G), big.NewInt(cyclic.N) |
| 205 | + |
| 206 | + // first of all, we apply group theory facts for cyclic groups: |
| 207 | + // 1. Let T be a finite cyclic group of order n. Let G be a generator. Let r be an |
| 208 | + // integer != 0, and relatively prime to n. Then (G ** r) is also a generator of T. |
| 209 | + // 2. Fermat's little theorem: |
| 210 | + // if p is a prime number then for any integer a: (a ** (p-1)) mod p = 1. |
| 211 | + // See Chapter 2, Exercise 17 on page 26 and Theorem 4.3 (Lagrange's theorem) |
| 212 | + // in the "Undergraduate Algebra" Third Edition by Serge Lang |
| 213 | + |
| 214 | + // number of elements of (Z/pZ)* is equal to P-1 |
| 215 | + // randM is a random integer |
| 216 | + randM := big.NewInt(rand.Int63()) |
| 217 | + one := big.NewInt(1) |
| 218 | + randM.Add(randM, one) |
| 219 | + // if N is coprime with P-1 => (N ** randM) is coprime with P-1 |
| 220 | + // by Fermat's little theorem: (G ** M) mod P = (G ** (M mod (P-1))) mod P for any integer M |
| 221 | + // prepare new group generator: |
| 222 | + // G - generator, (N ** randM) is coprime with group order => G = (G ** (N ** randM)) mod P is also a generator |
| 223 | + N.Exp(N, randM, big.NewInt(cyclic.P-1)) |
| 224 | + G.Exp(G, N, P) |
| 225 | + |
| 226 | + // select a random element from which to start the iteration: randI = (G ** randM) mod P |
| 227 | + randM.SetInt64(rand.Int63()).Add(randM, one) |
| 228 | + randI := big.NewInt(0).Exp(G, randM, P) |
| 229 | + |
| 230 | + it := &rangeIterator{P: P, G: G, |
| 231 | + rangeLimit: big.NewInt(n), |
| 232 | + I: big.NewInt(0).Set(randI), |
| 233 | + startI: big.NewInt(0).Set(randI), |
| 234 | + } |
| 235 | + |
| 236 | + // find a first number I <= n from which to start the iteration |
| 237 | + if !it.Next() && n > 1 { |
| 238 | + return nil, fmt.Errorf("invalid cyclic group: P = %+v G = %+v N = %+v startI = %+v", |
| 239 | + P, G, N, it.startI) |
| 240 | + } |
| 241 | + it.startI.Set(it.I) |
| 242 | + return it, nil |
| 243 | +} |
| 244 | + |
| 245 | +type rangeIterator struct { |
| 246 | + // Prime number for (Z/pZ)* multiplicative group |
| 247 | + P *big.Int |
| 248 | + // Cyclic group generator |
| 249 | + G *big.Int |
| 250 | + // Current number |
| 251 | + I *big.Int |
| 252 | + // the number at which the iteration starts |
| 253 | + startI *big.Int |
| 254 | + |
| 255 | + // right boundary of the range |
| 256 | + rangeLimit *big.Int |
| 257 | + stop bool |
| 258 | +} |
| 259 | + |
| 260 | +func (it *rangeIterator) Next() bool { |
| 261 | + if it.stop { |
| 262 | + return false |
| 263 | + } |
| 264 | + for { |
| 265 | + // I = (I * G) mod P |
| 266 | + it.I.Mul(it.I, it.G) |
| 267 | + it.I.Mod(it.I, it.P) |
| 268 | + if it.I.Cmp(it.startI) == 0 { |
| 269 | + it.stop = true |
| 270 | + return false |
| 271 | + } |
| 272 | + // if i <= rangeLimit |
| 273 | + if it.I.Cmp(it.rangeLimit) < 1 { |
| 274 | + return true |
| 275 | + } |
| 276 | + } |
| 277 | +} |
| 278 | + |
| 279 | +func (it *rangeIterator) Int() *big.Int { |
| 280 | + return it.I |
| 281 | +} |
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