github.com/flyinox/gosm@v0.0.0-20171117061539-16768cb62077/src/math/rand/rand.go (about) 1 // Copyright 2009 The Go Authors. All rights reserved. 2 // Use of this source code is governed by a BSD-style 3 // license that can be found in the LICENSE file. 4 5 // Package rand implements pseudo-random number generators. 6 // 7 // Random numbers are generated by a Source. Top-level functions, such as 8 // Float64 and Int, use a default shared Source that produces a deterministic 9 // sequence of values each time a program is run. Use the Seed function to 10 // initialize the default Source if different behavior is required for each run. 11 // The default Source is safe for concurrent use by multiple goroutines, but 12 // Sources created by NewSource are not. 13 // 14 // For random numbers suitable for security-sensitive work, see the crypto/rand 15 // package. 16 package rand 17 18 import "sync" 19 20 // A Source represents a source of uniformly-distributed 21 // pseudo-random int64 values in the range [0, 1<<63). 22 type Source interface { 23 Int63() int64 24 Seed(seed int64) 25 } 26 27 // A Source64 is a Source that can also generate 28 // uniformly-distributed pseudo-random uint64 values in 29 // the range [0, 1<<64) directly. 30 // If a Rand r's underlying Source s implements Source64, 31 // then r.Uint64 returns the result of one call to s.Uint64 32 // instead of making two calls to s.Int63. 33 type Source64 interface { 34 Source 35 Uint64() uint64 36 } 37 38 // NewSource returns a new pseudo-random Source seeded with the given value. 39 // Unlike the default Source used by top-level functions, this source is not 40 // safe for concurrent use by multiple goroutines. 41 func NewSource(seed int64) Source { 42 var rng rngSource 43 rng.Seed(seed) 44 return &rng 45 } 46 47 // A Rand is a source of random numbers. 48 type Rand struct { 49 src Source 50 s64 Source64 // non-nil if src is source64 51 52 // readVal contains remainder of 63-bit integer used for bytes 53 // generation during most recent Read call. 54 // It is saved so next Read call can start where the previous 55 // one finished. 56 readVal int64 57 // readPos indicates the number of low-order bytes of readVal 58 // that are still valid. 59 readPos int8 60 } 61 62 // New returns a new Rand that uses random values from src 63 // to generate other random values. 64 func New(src Source) *Rand { 65 s64, _ := src.(Source64) 66 return &Rand{src: src, s64: s64} 67 } 68 69 // Seed uses the provided seed value to initialize the generator to a deterministic state. 70 // Seed should not be called concurrently with any other Rand method. 71 func (r *Rand) Seed(seed int64) { 72 if lk, ok := r.src.(*lockedSource); ok { 73 lk.seedPos(seed, &r.readPos) 74 return 75 } 76 77 r.src.Seed(seed) 78 r.readPos = 0 79 } 80 81 // Int63 returns a non-negative pseudo-random 63-bit integer as an int64. 82 func (r *Rand) Int63() int64 { return r.src.Int63() } 83 84 // Uint32 returns a pseudo-random 32-bit value as a uint32. 85 func (r *Rand) Uint32() uint32 { return uint32(r.Int63() >> 31) } 86 87 // Uint64 returns a pseudo-random 64-bit value as a uint64. 88 func (r *Rand) Uint64() uint64 { 89 if r.s64 != nil { 90 return r.s64.Uint64() 91 } 92 return uint64(r.Int63())>>31 | uint64(r.Int63())<<32 93 } 94 95 // Int31 returns a non-negative pseudo-random 31-bit integer as an int32. 96 func (r *Rand) Int31() int32 { return int32(r.Int63() >> 32) } 97 98 // Int returns a non-negative pseudo-random int. 99 func (r *Rand) Int() int { 100 u := uint(r.Int63()) 101 return int(u << 1 >> 1) // clear sign bit if int == int32 102 } 103 104 // Int63n returns, as an int64, a non-negative pseudo-random number in [0,n). 105 // It panics if n <= 0. 106 func (r *Rand) Int63n(n int64) int64 { 107 if n <= 0 { 108 panic("invalid argument to Int63n") 109 } 110 if n&(n-1) == 0 { // n is power of two, can mask 111 return r.Int63() & (n - 1) 112 } 113 max := int64((1 << 63) - 1 - (1<<63)%uint64(n)) 114 v := r.Int63() 115 for v > max { 116 v = r.Int63() 117 } 118 return v % n 119 } 120 121 // Int31n returns, as an int32, a non-negative pseudo-random number in [0,n). 122 // It panics if n <= 0. 123 func (r *Rand) Int31n(n int32) int32 { 124 if n <= 0 { 125 panic("invalid argument to Int31n") 126 } 127 if n&(n-1) == 0 { // n is power of two, can mask 128 return r.Int31() & (n - 1) 129 } 130 max := int32((1 << 31) - 1 - (1<<31)%uint32(n)) 131 v := r.Int31() 132 for v > max { 133 v = r.Int31() 134 } 135 return v % n 136 } 137 138 // Intn returns, as an int, a non-negative pseudo-random number in [0,n). 139 // It panics if n <= 0. 140 func (r *Rand) Intn(n int) int { 141 if n <= 0 { 142 panic("invalid argument to Intn") 143 } 144 if n <= 1<<31-1 { 145 return int(r.Int31n(int32(n))) 146 } 147 return int(r.Int63n(int64(n))) 148 } 149 150 // Float64 returns, as a float64, a pseudo-random number in [0.0,1.0). 151 func (r *Rand) Float64() float64 { 152 // A clearer, simpler implementation would be: 153 // return float64(r.Int63n(1<<53)) / (1<<53) 154 // However, Go 1 shipped with 155 // return float64(r.Int63()) / (1 << 63) 156 // and we want to preserve that value stream. 157 // 158 // There is one bug in the value stream: r.Int63() may be so close 159 // to 1<<63 that the division rounds up to 1.0, and we've guaranteed 160 // that the result is always less than 1.0. 161 // 162 // We tried to fix this by mapping 1.0 back to 0.0, but since float64 163 // values near 0 are much denser than near 1, mapping 1 to 0 caused 164 // a theoretically significant overshoot in the probability of returning 0. 165 // Instead of that, if we round up to 1, just try again. 166 // Getting 1 only happens 1/2⁵³ of the time, so most clients 167 // will not observe it anyway. 168 again: 169 f := float64(r.Int63()) / (1 << 63) 170 if f == 1 { 171 goto again // resample; this branch is taken O(never) 172 } 173 return f 174 } 175 176 // Float32 returns, as a float32, a pseudo-random number in [0.0,1.0). 177 func (r *Rand) Float32() float32 { 178 // Same rationale as in Float64: we want to preserve the Go 1 value 179 // stream except we want to fix it not to return 1.0 180 // This only happens 1/2²⁴ of the time (plus the 1/2⁵³ of the time in Float64). 181 again: 182 f := float32(r.Float64()) 183 if f == 1 { 184 goto again // resample; this branch is taken O(very rarely) 185 } 186 return f 187 } 188 189 // Perm returns, as a slice of n ints, a pseudo-random permutation of the integers [0,n). 190 func (r *Rand) Perm(n int) []int { 191 m := make([]int, n) 192 // In the following loop, the iteration when i=0 always swaps m[0] with m[0]. 193 // A change to remove this useless iteration is to assign 1 to i in the init 194 // statement. But Perm also effects r. Making this change will affect 195 // the final state of r. So this change can't be made for compatibility 196 // reasons for Go 1. 197 for i := 0; i < n; i++ { 198 j := r.Intn(i + 1) 199 m[i] = m[j] 200 m[j] = i 201 } 202 return m 203 } 204 205 // Read generates len(p) random bytes and writes them into p. It 206 // always returns len(p) and a nil error. 207 // Read should not be called concurrently with any other Rand method. 208 func (r *Rand) Read(p []byte) (n int, err error) { 209 if lk, ok := r.src.(*lockedSource); ok { 210 return lk.read(p, &r.readVal, &r.readPos) 211 } 212 return read(p, r.Int63, &r.readVal, &r.readPos) 213 } 214 215 func read(p []byte, int63 func() int64, readVal *int64, readPos *int8) (n int, err error) { 216 pos := *readPos 217 val := *readVal 218 for n = 0; n < len(p); n++ { 219 if pos == 0 { 220 val = int63() 221 pos = 7 222 } 223 p[n] = byte(val) 224 val >>= 8 225 pos-- 226 } 227 *readPos = pos 228 *readVal = val 229 return 230 } 231 232 /* 233 * Top-level convenience functions 234 */ 235 236 var globalRand = New(&lockedSource{src: NewSource(1).(Source64)}) 237 238 // Seed uses the provided seed value to initialize the default Source to a 239 // deterministic state. If Seed is not called, the generator behaves as 240 // if seeded by Seed(1). Seed values that have the same remainder when 241 // divided by 2^31-1 generate the same pseudo-random sequence. 242 // Seed, unlike the Rand.Seed method, is safe for concurrent use. 243 func Seed(seed int64) { globalRand.Seed(seed) } 244 245 // Int63 returns a non-negative pseudo-random 63-bit integer as an int64 246 // from the default Source. 247 func Int63() int64 { return globalRand.Int63() } 248 249 // Uint32 returns a pseudo-random 32-bit value as a uint32 250 // from the default Source. 251 func Uint32() uint32 { return globalRand.Uint32() } 252 253 // Uint64 returns a pseudo-random 64-bit value as a uint64 254 // from the default Source. 255 func Uint64() uint64 { return globalRand.Uint64() } 256 257 // Int31 returns a non-negative pseudo-random 31-bit integer as an int32 258 // from the default Source. 259 func Int31() int32 { return globalRand.Int31() } 260 261 // Int returns a non-negative pseudo-random int from the default Source. 262 func Int() int { return globalRand.Int() } 263 264 // Int63n returns, as an int64, a non-negative pseudo-random number in [0,n) 265 // from the default Source. 266 // It panics if n <= 0. 267 func Int63n(n int64) int64 { return globalRand.Int63n(n) } 268 269 // Int31n returns, as an int32, a non-negative pseudo-random number in [0,n) 270 // from the default Source. 271 // It panics if n <= 0. 272 func Int31n(n int32) int32 { return globalRand.Int31n(n) } 273 274 // Intn returns, as an int, a non-negative pseudo-random number in [0,n) 275 // from the default Source. 276 // It panics if n <= 0. 277 func Intn(n int) int { return globalRand.Intn(n) } 278 279 // Float64 returns, as a float64, a pseudo-random number in [0.0,1.0) 280 // from the default Source. 281 func Float64() float64 { return globalRand.Float64() } 282 283 // Float32 returns, as a float32, a pseudo-random number in [0.0,1.0) 284 // from the default Source. 285 func Float32() float32 { return globalRand.Float32() } 286 287 // Perm returns, as a slice of n ints, a pseudo-random permutation of the integers [0,n) 288 // from the default Source. 289 func Perm(n int) []int { return globalRand.Perm(n) } 290 291 // Read generates len(p) random bytes from the default Source and 292 // writes them into p. It always returns len(p) and a nil error. 293 // Read, unlike the Rand.Read method, is safe for concurrent use. 294 func Read(p []byte) (n int, err error) { return globalRand.Read(p) } 295 296 // NormFloat64 returns a normally distributed float64 in the range 297 // [-math.MaxFloat64, +math.MaxFloat64] with 298 // standard normal distribution (mean = 0, stddev = 1) 299 // from the default Source. 300 // To produce a different normal distribution, callers can 301 // adjust the output using: 302 // 303 // sample = NormFloat64() * desiredStdDev + desiredMean 304 // 305 func NormFloat64() float64 { return globalRand.NormFloat64() } 306 307 // ExpFloat64 returns an exponentially distributed float64 in the range 308 // (0, +math.MaxFloat64] with an exponential distribution whose rate parameter 309 // (lambda) is 1 and whose mean is 1/lambda (1) from the default Source. 310 // To produce a distribution with a different rate parameter, 311 // callers can adjust the output using: 312 // 313 // sample = ExpFloat64() / desiredRateParameter 314 // 315 func ExpFloat64() float64 { return globalRand.ExpFloat64() } 316 317 type lockedSource struct { 318 lk sync.Mutex 319 src Source64 320 } 321 322 func (r *lockedSource) Int63() (n int64) { 323 r.lk.Lock() 324 n = r.src.Int63() 325 r.lk.Unlock() 326 return 327 } 328 329 func (r *lockedSource) Uint64() (n uint64) { 330 r.lk.Lock() 331 n = r.src.Uint64() 332 r.lk.Unlock() 333 return 334 } 335 336 func (r *lockedSource) Seed(seed int64) { 337 r.lk.Lock() 338 r.src.Seed(seed) 339 r.lk.Unlock() 340 } 341 342 // seedPos implements Seed for a lockedSource without a race condiiton. 343 func (r *lockedSource) seedPos(seed int64, readPos *int8) { 344 r.lk.Lock() 345 r.src.Seed(seed) 346 *readPos = 0 347 r.lk.Unlock() 348 } 349 350 // read implements Read for a lockedSource without a race condition. 351 func (r *lockedSource) read(p []byte, readVal *int64, readPos *int8) (n int, err error) { 352 r.lk.Lock() 353 n, err = read(p, r.src.Int63, readVal, readPos) 354 r.lk.Unlock() 355 return 356 }