| // Copyright 2009 The Go Authors. All rights reserved. | |
| // Use of this source code is governed by a BSD-style | |
| // license that can be found in the LICENSE file. | |
| // This file contains operations on unsigned multi-precision integers. | |
| // These are the building blocks for the operations on signed integers | |
| // and rationals. | |
| // This package implements multi-precision arithmetic (big numbers). | |
| // The following numeric types are supported: | |
| // | |
| // - Int signed integers | |
| // | |
| // All methods on Int take the result as the receiver; if it is one | |
| // of the operands it may be overwritten (and its memory reused). | |
| // To enable chaining of operations, the result is also returned. | |
| // | |
| // If possible, one should use big over bignum as the latter is headed for | |
| // deprecation. | |
| // | |
| package big | |
| import "rand" | |
| // An unsigned integer x of the form | |
| // | |
| // x = x[n-1]*_B^(n-1) + x[n-2]*_B^(n-2) + ... + x[1]*_B + x[0] | |
| // | |
| // with 0 <= x[i] < _B and 0 <= i < n is stored in a slice of length n, | |
| // with the digits x[i] as the slice elements. | |
| // | |
| // A number is normalized if the slice contains no leading 0 digits. | |
| // During arithmetic operations, denormalized values may occur but are | |
| // always normalized before returning the final result. The normalized | |
| // representation of 0 is the empty or nil slice (length = 0). | |
| // TODO(gri) - convert these routines into methods for type 'nat' | |
| // - decide if type 'nat' should be exported | |
| func normN(z []Word) []Word { | |
| i := len(z) | |
| for i > 0 && z[i-1] == 0 { | |
| i-- | |
| } | |
| z = z[0:i] | |
| return z | |
| } | |
| func makeN(z []Word, m int, clear bool) []Word { | |
| if len(z) > m { | |
| z = z[0:m] // reuse z - has at least one extra word for a carry, if any | |
| if clear { | |
| for i := range z { | |
| z[i] = 0 | |
| } | |
| } | |
| return z | |
| } | |
| c := 4 // minimum capacity | |
| if m > c { | |
| c = m | |
| } | |
| return make([]Word, m, c+1) // +1: extra word for a carry, if any | |
| } | |
| func newN(z []Word, x uint64) []Word { | |
| if x == 0 { | |
| return makeN(z, 0, false) | |
| } | |
| // single-digit values | |
| if x == uint64(Word(x)) { | |
| z = makeN(z, 1, false) | |
| z[0] = Word(x) | |
| return z | |
| } | |
| // compute number of words n required to represent x | |
| n := 0 | |
| for t := x; t > 0; t >>= _W { | |
| n++ | |
| } | |
| // split x into n words | |
| z = makeN(z, n, false) | |
| for i := 0; i < n; i++ { | |
| z[i] = Word(x & _M) | |
| x >>= _W | |
| } | |
| return z | |
| } | |
| func setN(z, x []Word) []Word { | |
| z = makeN(z, len(x), false) | |
| for i, d := range x { | |
| z[i] = d | |
| } | |
| return z | |
| } | |
| func addNN(z, x, y []Word) []Word { | |
| m := len(x) | |
| n := len(y) | |
| switch { | |
| case m < n: | |
| return addNN(z, y, x) | |
| case m == 0: | |
| // n == 0 because m >= n; result is 0 | |
| return makeN(z, 0, false) | |
| case n == 0: | |
| // result is x | |
| return setN(z, x) | |
| } | |
| // m > 0 | |
| z = makeN(z, m, false) | |
| c := addVV(&z[0], &x[0], &y[0], n) | |
| if m > n { | |
| c = addVW(&z[n], &x[n], c, m-n) | |
| } | |
| if c > 0 { | |
| z = z[0 : m+1] | |
| z[m] = c | |
| } | |
| return z | |
| } | |
| func subNN(z, x, y []Word) []Word { | |
| m := len(x) | |
| n := len(y) | |
| switch { | |
| case m < n: | |
| panic("underflow") | |
| case m == 0: | |
| // n == 0 because m >= n; result is 0 | |
| return makeN(z, 0, false) | |
| case n == 0: | |
| // result is x | |
| return setN(z, x) | |
| } | |
| // m > 0 | |
| z = makeN(z, m, false) | |
| c := subVV(&z[0], &x[0], &y[0], n) | |
| if m > n { | |
| c = subVW(&z[n], &x[n], c, m-n) | |
| } | |
| if c != 0 { | |
| panic("underflow") | |
| } | |
| z = normN(z) | |
| return z | |
| } | |
| func cmpNN(x, y []Word) (r int) { | |
| m := len(x) | |
| n := len(y) | |
| if m != n || m == 0 { | |
| switch { | |
| case m < n: | |
| r = -1 | |
| case m > n: | |
| r = 1 | |
| } | |
| return | |
| } | |
| i := m - 1 | |
| for i > 0 && x[i] == y[i] { | |
| i-- | |
| } | |
| switch { | |
| case x[i] < y[i]: | |
| r = -1 | |
| case x[i] > y[i]: | |
| r = 1 | |
| } | |
| return | |
| } | |
| func mulAddNWW(z, x []Word, y, r Word) []Word { | |
| m := len(x) | |
| if m == 0 || y == 0 { | |
| return newN(z, uint64(r)) // result is r | |
| } | |
| // m > 0 | |
| z = makeN(z, m, false) | |
| c := mulAddVWW(&z[0], &x[0], y, r, m) | |
| if c > 0 { | |
| z = z[0 : m+1] | |
| z[m] = c | |
| } | |
| return z | |
| } | |
| func mulNN(z, x, y []Word) []Word { | |
| m := len(x) | |
| n := len(y) | |
| switch { | |
| case m < n: | |
| return mulNN(z, y, x) | |
| case m == 0 || n == 0: | |
| return makeN(z, 0, false) | |
| case n == 1: | |
| return mulAddNWW(z, x, y[0], 0) | |
| } | |
| // m >= n && m > 1 && n > 1 | |
| z = makeN(z, m+n, true) | |
| if &z[0] == &x[0] || &z[0] == &y[0] { | |
| z = makeN(nil, m+n, true) // z is an alias for x or y - cannot reuse | |
| } | |
| for i := 0; i < n; i++ { | |
| if f := y[i]; f != 0 { | |
| z[m+i] = addMulVVW(&z[i], &x[0], f, m) | |
| } | |
| } | |
| z = normN(z) | |
| return z | |
| } | |
| // q = (x-r)/y, with 0 <= r < y | |
| func divNW(z, x []Word, y Word) (q []Word, r Word) { | |
| m := len(x) | |
| switch { | |
| case y == 0: | |
| panic("division by zero") | |
| case y == 1: | |
| q = setN(z, x) // result is x | |
| return | |
| case m == 0: | |
| q = setN(z, nil) // result is 0 | |
| return | |
| } | |
| // m > 0 | |
| z = makeN(z, m, false) | |
| r = divWVW(&z[0], 0, &x[0], y, m) | |
| q = normN(z) | |
| return | |
| } | |
| func divNN(z, z2, u, v []Word) (q, r []Word) { | |
| if len(v) == 0 { | |
| panic("Divide by zero undefined") | |
| } | |
| if cmpNN(u, v) < 0 { | |
| q = makeN(z, 0, false) | |
| r = setN(z2, u) | |
| return | |
| } | |
| if len(v) == 1 { | |
| var rprime Word | |
| q, rprime = divNW(z, u, v[0]) | |
| if rprime > 0 { | |
| r = makeN(z2, 1, false) | |
| r[0] = rprime | |
| } else { | |
| r = makeN(z2, 0, false) | |
| } | |
| return | |
| } | |
| q, r = divLargeNN(z, z2, u, v) | |
| return | |
| } | |
| // q = (uIn-r)/v, with 0 <= r < y | |
| // See Knuth, Volume 2, section 4.3.1, Algorithm D. | |
| // Preconditions: | |
| // len(v) >= 2 | |
| // len(uIn) >= len(v) | |
| func divLargeNN(z, z2, uIn, v []Word) (q, r []Word) { | |
| n := len(v) | |
| m := len(uIn) - len(v) | |
| u := makeN(z2, len(uIn)+1, false) | |
| qhatv := make([]Word, len(v)+1) | |
| q = makeN(z, m+1, false) | |
| // D1. | |
| shift := leadingZeroBits(v[n-1]) | |
| shiftLeft(v, v, shift) | |
| shiftLeft(u, uIn, shift) | |
| u[len(uIn)] = uIn[len(uIn)-1] >> (_W - uint(shift)) | |
| // D2. | |
| for j := m; j >= 0; j-- { | |
| // D3. | |
| var qhat Word | |
| if u[j+n] == v[n-1] { | |
| qhat = _B - 1 | |
| } else { | |
| var rhat Word | |
| qhat, rhat = divWW_g(u[j+n], u[j+n-1], v[n-1]) | |
| // x1 | x2 = q̂v_{n-2} | |
| x1, x2 := mulWW_g(qhat, v[n-2]) | |
| // test if q̂v_{n-2} > br̂ + u_{j+n-2} | |
| for greaterThan(x1, x2, rhat, u[j+n-2]) { | |
| qhat-- | |
| prevRhat := rhat | |
| rhat += v[n-1] | |
| // v[n-1] >= 0, so this tests for overflow. | |
| if rhat < prevRhat { | |
| break | |
| } | |
| x1, x2 = mulWW_g(qhat, v[n-2]) | |
| } | |
| } | |
| // D4. | |
| qhatv[len(v)] = mulAddVWW(&qhatv[0], &v[0], qhat, 0, len(v)) | |
| c := subVV(&u[j], &u[j], &qhatv[0], len(qhatv)) | |
| if c != 0 { | |
| c := addVV(&u[j], &u[j], &v[0], len(v)) | |
| u[j+len(v)] += c | |
| qhat-- | |
| } | |
| q[j] = qhat | |
| } | |
| q = normN(q) | |
| shiftRight(u, u, shift) | |
| shiftRight(v, v, shift) | |
| r = normN(u) | |
| return q, r | |
| } | |
| // log2 computes the integer binary logarithm of x. | |
| // The result is the integer n for which 2^n <= x < 2^(n+1). | |
| // If x == 0, the result is -1. | |
| func log2(x Word) int { | |
| n := 0 | |
| for ; x > 0; x >>= 1 { | |
| n++ | |
| } | |
| return n - 1 | |
| } | |
| // log2N computes the integer binary logarithm of x. | |
| // The result is the integer n for which 2^n <= x < 2^(n+1). | |
| // If x == 0, the result is -1. | |
| func log2N(x []Word) int { | |
| m := len(x) | |
| if m > 0 { | |
| return (m-1)*_W + log2(x[m-1]) | |
| } | |
| return -1 | |
| } | |
| func hexValue(ch byte) int { | |
| var d byte | |
| switch { | |
| case '0' <= ch && ch <= '9': | |
| d = ch - '0' | |
| case 'a' <= ch && ch <= 'f': | |
| d = ch - 'a' + 10 | |
| case 'A' <= ch && ch <= 'F': | |
| d = ch - 'A' + 10 | |
| default: | |
| return -1 | |
| } | |
| return int(d) | |
| } | |
| // scanN returns the natural number corresponding to the | |
| // longest possible prefix of s representing a natural number in a | |
| // given conversion base, the actual conversion base used, and the | |
| // prefix length. The syntax of natural numbers follows the syntax | |
| // of unsigned integer literals in Go. | |
| // | |
| // If the base argument is 0, the string prefix determines the actual | |
| // conversion base. A prefix of ``0x'' or ``0X'' selects base 16; the | |
| // ``0'' prefix selects base 8. Otherwise the selected base is 10. | |
| // | |
| func scanN(z []Word, s string, base int) ([]Word, int, int) { | |
| // determine base if necessary | |
| i, n := 0, len(s) | |
| if base == 0 { | |
| base = 10 | |
| if n > 0 && s[0] == '0' { | |
| if n > 1 && (s[1] == 'x' || s[1] == 'X') { | |
| if n == 2 { | |
| // Reject a string which is just '0x' as nonsense. | |
| return nil, 0, 0 | |
| } | |
| base, i = 16, 2 | |
| } else { | |
| base, i = 8, 1 | |
| } | |
| } | |
| } | |
| if base < 2 || 16 < base { | |
| panic("illegal base") | |
| } | |
| // convert string | |
| z = makeN(z, len(z), false) | |
| for ; i < n; i++ { | |
| d := hexValue(s[i]) | |
| if 0 <= d && d < base { | |
| z = mulAddNWW(z, z, Word(base), Word(d)) | |
| } else { | |
| break | |
| } | |
| } | |
| return z, base, i | |
| } | |
| // string converts x to a string for a given base, with 2 <= base <= 16. | |
| // TODO(gri) in the style of the other routines, perhaps this should take | |
| // a []byte buffer and return it | |
| func stringN(x []Word, base int) string { | |
| if base < 2 || 16 < base { | |
| panic("illegal base") | |
| } | |
| if len(x) == 0 { | |
| return "0" | |
| } | |
| // allocate buffer for conversion | |
| i := (log2N(x)+1)/log2(Word(base)) + 1 // +1: round up | |
| s := make([]byte, i) | |
| // don't destroy x | |
| q := setN(nil, x) | |
| // convert | |
| for len(q) > 0 { | |
| i-- | |
| var r Word | |
| q, r = divNW(q, q, Word(base)) | |
| s[i] = "0123456789abcdef"[r] | |
| } | |
| return string(s[i:]) | |
| } | |
| // leadingZeroBits returns the number of leading zero bits in x. | |
| func leadingZeroBits(x Word) int { | |
| c := 0 | |
| if x < 1<<(_W/2) { | |
| x <<= _W / 2 | |
| c = _W / 2 | |
| } | |
| for i := 0; x != 0; i++ { | |
| if x&(1<<(_W-1)) != 0 { | |
| return i + c | |
| } | |
| x <<= 1 | |
| } | |
| return _W | |
| } | |
| const deBruijn32 = 0x077CB531 | |
| var deBruijn32Lookup = []byte{ | |
| 0, 1, 28, 2, 29, 14, 24, 3, 30, 22, 20, 15, 25, 17, 4, 8, | |
| 31, 27, 13, 23, 21, 19, 16, 7, 26, 12, 18, 6, 11, 5, 10, 9, | |
| } | |
| const deBruijn64 = 0x03f79d71b4ca8b09 | |
| var deBruijn64Lookup = []byte{ | |
| 0, 1, 56, 2, 57, 49, 28, 3, 61, 58, 42, 50, 38, 29, 17, 4, | |
| 62, 47, 59, 36, 45, 43, 51, 22, 53, 39, 33, 30, 24, 18, 12, 5, | |
| 63, 55, 48, 27, 60, 41, 37, 16, 46, 35, 44, 21, 52, 32, 23, 11, | |
| 54, 26, 40, 15, 34, 20, 31, 10, 25, 14, 19, 9, 13, 8, 7, 6, | |
| } | |
| // trailingZeroBits returns the number of consecutive zero bits on the right | |
| // side of the given Word. | |
| // See Knuth, volume 4, section 7.3.1 | |
| func trailingZeroBits(x Word) int { | |
| // x & -x leaves only the right-most bit set in the word. Let k be the | |
| // index of that bit. Since only a single bit is set, the value is two | |
| // to the power of k. Multipling by a power of two is equivalent to | |
| // left shifting, in this case by k bits. The de Bruijn constant is | |
| // such that all six bit, consecutive substrings are distinct. | |
| // Therefore, if we have a left shifted version of this constant we can | |
| // find by how many bits it was shifted by looking at which six bit | |
| // substring ended up at the top of the word. | |
| switch _W { | |
| case 32: | |
| return int(deBruijn32Lookup[((x&-x)*deBruijn32)>>27]) | |
| case 64: | |
| return int(deBruijn64Lookup[((x&-x)*(deBruijn64&_M))>>58]) | |
| default: | |
| panic("Unknown word size") | |
| } | |
| return 0 | |
| } | |
| func shiftLeft(dst, src []Word, n int) { | |
| if len(src) == 0 { | |
| return | |
| } | |
| ñ := _W - uint(n) | |
| for i := len(src) - 1; i >= 1; i-- { | |
| dst[i] = src[i] << uint(n) | |
| dst[i] |= src[i-1] >> ñ | |
| } | |
| dst[0] = src[0] << uint(n) | |
| } | |
| func shiftRight(dst, src []Word, n int) { | |
| if len(src) == 0 { | |
| return | |
| } | |
| ñ := _W - uint(n) | |
| for i := 0; i < len(src)-1; i++ { | |
| dst[i] = src[i] >> uint(n) | |
| dst[i] |= src[i+1] << ñ | |
| } | |
| dst[len(src)-1] = src[len(src)-1] >> uint(n) | |
| } | |
| // greaterThan returns true iff (x1<<_W + x2) > (y1<<_W + y2) | |
| func greaterThan(x1, x2, y1, y2 Word) bool { return x1 > y1 || x1 == y1 && x2 > y2 } | |
| // modNW returns x % d. | |
| func modNW(x []Word, d Word) (r Word) { | |
| // TODO(agl): we don't actually need to store the q value. | |
| q := makeN(nil, len(x), false) | |
| return divWVW(&q[0], 0, &x[0], d, len(x)) | |
| } | |
| // powersOfTwoDecompose finds q and k such that q * 1<<k = n and q is odd. | |
| func powersOfTwoDecompose(n []Word) (q []Word, k Word) { | |
| if len(n) == 0 { | |
| return n, 0 | |
| } | |
| zeroWords := 0 | |
| for n[zeroWords] == 0 { | |
| zeroWords++ | |
| } | |
| // One of the words must be non-zero by invariant, therefore | |
| // zeroWords < len(n). | |
| x := trailingZeroBits(n[zeroWords]) | |
| q = makeN(nil, len(n)-zeroWords, false) | |
| shiftRight(q, n[zeroWords:], x) | |
| q = normN(q) | |
| k = Word(_W*zeroWords + x) | |
| return | |
| } | |
| // randomN creates a random integer in [0..limit), using the space in z if | |
| // possible. n is the bit length of limit. | |
| func randomN(z []Word, rand *rand.Rand, limit []Word, n int) []Word { | |
| bitLengthOfMSW := uint(n % _W) | |
| if bitLengthOfMSW == 0 { | |
| bitLengthOfMSW = _W | |
| } | |
| mask := Word((1 << bitLengthOfMSW) - 1) | |
| z = makeN(z, len(limit), false) | |
| for { | |
| for i := range z { | |
| switch _W { | |
| case 32: | |
| z[i] = Word(rand.Uint32()) | |
| case 64: | |
| z[i] = Word(rand.Uint32()) | Word(rand.Uint32())<<32 | |
| } | |
| } | |
| z[len(limit)-1] &= mask | |
| if cmpNN(z, limit) < 0 { | |
| break | |
| } | |
| } | |
| return normN(z) | |
| } | |
| // If m != nil, expNNN calculates x**y mod m. Otherwise it calculates x**y. It | |
| // reuses the storage of z if possible. | |
| func expNNN(z, x, y, m []Word) []Word { | |
| if len(y) == 0 { | |
| z = makeN(z, 1, false) | |
| z[0] = 1 | |
| return z | |
| } | |
| if m != nil { | |
| // We likely end up being as long as the modulus. | |
| z = makeN(z, len(m), false) | |
| } | |
| z = setN(z, x) | |
| v := y[len(y)-1] | |
| // It's invalid for the most significant word to be zero, therefore we | |
| // will find a one bit. | |
| shift := leadingZeros(v) + 1 | |
| v <<= shift | |
| var q []Word | |
| const mask = 1 << (_W - 1) | |
| // We walk through the bits of the exponent one by one. Each time we | |
| // see a bit, we square, thus doubling the power. If the bit is a one, | |
| // we also multiply by x, thus adding one to the power. | |
| w := _W - int(shift) | |
| for j := 0; j < w; j++ { | |
| z = mulNN(z, z, z) | |
| if v&mask != 0 { | |
| z = mulNN(z, z, x) | |
| } | |
| if m != nil { | |
| q, z = divNN(q, z, z, m) | |
| } | |
| v <<= 1 | |
| } | |
| for i := len(y) - 2; i >= 0; i-- { | |
| v = y[i] | |
| for j := 0; j < _W; j++ { | |
| z = mulNN(z, z, z) | |
| if v&mask != 0 { | |
| z = mulNN(z, z, x) | |
| } | |
| if m != nil { | |
| q, z = divNN(q, z, z, m) | |
| } | |
| v <<= 1 | |
| } | |
| } | |
| return z | |
| } | |
| // lenN returns the bit length of z. | |
| func lenN(z []Word) int { | |
| if len(z) == 0 { | |
| return 0 | |
| } | |
| return (len(z)-1)*_W + (_W - leadingZeroBits(z[len(z)-1])) | |
| } | |
| const ( | |
| primesProduct32 = 0xC0CFD797 // Π {p ∈ primes, 2 < p <= 29} | |
| primesProduct64 = 0xE221F97C30E94E1D // Π {p ∈ primes, 2 < p <= 53} | |
| ) | |
| var bigOne = []Word{1} | |
| var bigTwo = []Word{2} | |
| // probablyPrime performs reps Miller-Rabin tests to check whether n is prime. | |
| // If it returns true, n is prime with probability 1 - 1/4^reps. | |
| // If it returns false, n is not prime. | |
| func probablyPrime(n []Word, reps int) bool { | |
| if len(n) == 0 { | |
| return false | |
| } | |
| if len(n) == 1 { | |
| if n[0] < 2 { | |
| return false | |
| } | |
| if n[0]%2 == 0 { | |
| return n[0] == 2 | |
| } | |
| // We have to exclude these cases because we reject all | |
| // multiples of these numbers below. | |
| if n[0] == 3 || n[0] == 5 || n[0] == 7 || n[0] == 11 || | |
| n[0] == 13 || n[0] == 17 || n[0] == 19 || n[0] == 23 || | |
| n[0] == 29 || n[0] == 31 || n[0] == 37 || n[0] == 41 || | |
| n[0] == 43 || n[0] == 47 || n[0] == 53 { | |
| return true | |
| } | |
| } | |
| var r Word | |
| switch _W { | |
| case 32: | |
| r = modNW(n, primesProduct32) | |
| case 64: | |
| r = modNW(n, primesProduct64&_M) | |
| default: | |
| panic("Unknown word size") | |
| } | |
| if r%3 == 0 || r%5 == 0 || r%7 == 0 || r%11 == 0 || | |
| r%13 == 0 || r%17 == 0 || r%19 == 0 || r%23 == 0 || r%29 == 0 { | |
| return false | |
| } | |
| if _W == 64 && (r%31 == 0 || r%37 == 0 || r%41 == 0 || | |
| r%43 == 0 || r%47 == 0 || r%53 == 0) { | |
| return false | |
| } | |
| nm1 := subNN(nil, n, bigOne) | |
| // 1<<k * q = nm1; | |
| q, k := powersOfTwoDecompose(nm1) | |
| nm3 := subNN(nil, nm1, bigTwo) | |
| rand := rand.New(rand.NewSource(int64(n[0]))) | |
| var x, y, quotient []Word | |
| nm3Len := lenN(nm3) | |
| NextRandom: | |
| for i := 0; i < reps; i++ { | |
| x = randomN(x, rand, nm3, nm3Len) | |
| x = addNN(x, x, bigTwo) | |
| y = expNNN(y, x, q, n) | |
| if cmpNN(y, bigOne) == 0 || cmpNN(y, nm1) == 0 { | |
| continue | |
| } | |
| for j := Word(1); j < k; j++ { | |
| y = mulNN(y, y, y) | |
| quotient, y = divNN(quotient, y, y, n) | |
| if cmpNN(y, nm1) == 0 { | |
| continue NextRandom | |
| } | |
| if cmpNN(y, bigOne) == 0 { | |
| return false | |
| } | |
| } | |
| return false | |
| } | |
| return true | |
| } |