microsoft/qdk
Publicmirrored fromhttps://github.com/microsoft/qdkAvailable
library/std/math.qs
504lines · modecode
| 1 | // Copyright (c) Microsoft Corporation. |
| 2 | // Licensed under the MIT License. |
| 3 | |
| 4 | namespace Microsoft.Quantum.Math { |
| 5 | open Microsoft.Quantum.Diagnostics; |
| 6 | open Microsoft.Quantum.Convert; |
| 7 | |
| 8 | // |
| 9 | // Sign, Abs, Min, Max, etc. |
| 10 | // |
| 11 | |
| 12 | /// # Summary |
| 13 | /// Returns -1, 0 or +1 that indicates the sign of a number. |
| 14 | function SignI (a : Int) : Int { |
| 15 | if (a < 0) { -1 } |
| 16 | elif (a > 0) { +1 } |
| 17 | else { 0 } |
| 18 | } |
| 19 | |
| 20 | /// # Summary |
| 21 | /// Returns -1, 0 or +1 that indicates the sign of a number. |
| 22 | function SignD (a : Double) : Int { |
| 23 | if (a < 0.0) { -1 } |
| 24 | elif (a > 0.0) { +1 } |
| 25 | else { 0 } |
| 26 | } |
| 27 | |
| 28 | /// # Summary |
| 29 | /// Returns -1, 0 or +1 that indicates the sign of a number. |
| 30 | function SignL (a : BigInt) : Int { |
| 31 | if (a < 0L) { -1 } |
| 32 | elif (a > 0L) { +1 } |
| 33 | else { 0 } |
| 34 | } |
| 35 | |
| 36 | /// # Summary |
| 37 | /// Returns the absolute value of an integer. |
| 38 | function AbsI (a : Int) : Int { |
| 39 | a < 0 ? -a | a |
| 40 | } |
| 41 | |
| 42 | /// # Summary |
| 43 | /// Returns the absolute value of a double-precision floating-point number. |
| 44 | function AbsD (a : Double) : Double { |
| 45 | a < 0.0 ? -a | a |
| 46 | } |
| 47 | |
| 48 | /// # Summary |
| 49 | function AbsL (a : BigInt) : BigInt { |
| 50 | a < 0L ? -a | a |
| 51 | } |
| 52 | |
| 53 | /// # Summary |
| 54 | /// Returns the larger of two specified numbers. |
| 55 | function MaxI(a : Int, b : Int) : Int { |
| 56 | a > b ? a | b |
| 57 | } |
| 58 | |
| 59 | /// # Summary |
| 60 | /// Returns the larger of two specified numbers. |
| 61 | function MaxD(a : Double, b : Double) : Double { |
| 62 | a > b ? a | b |
| 63 | } |
| 64 | |
| 65 | /// # Summary |
| 66 | /// Returns the larger of two specified numbers. |
| 67 | function MaxL (a : BigInt, b : BigInt) : BigInt { |
| 68 | a > b ? a | b |
| 69 | } |
| 70 | |
| 71 | /// # Summary |
| 72 | /// Returns the smaller of two specified numbers. |
| 73 | function MinI (a : Int, b : Int) : Int { |
| 74 | a < b ? a | b |
| 75 | } |
| 76 | |
| 77 | /// # Summary |
| 78 | /// Returns the smaller of two specified numbers. |
| 79 | function MinD (a : Double, b : Double) : Double { |
| 80 | a < b ? a | b |
| 81 | } |
| 82 | |
| 83 | /// # Summary |
| 84 | /// Returns the smaller of two specified numbers. |
| 85 | function MinL(a : BigInt, b : BigInt) : BigInt { |
| 86 | a < b ? a | b |
| 87 | } |
| 88 | |
| 89 | // |
| 90 | // Trigonometric functions |
| 91 | // |
| 92 | |
| 93 | /// # Summary |
| 94 | /// Represents the ratio of the circumference of a circle to its diameter. |
| 95 | /// |
| 96 | /// # Ouptut |
| 97 | /// A double-precision approximation of the the circumference of a circle |
| 98 | /// to its diameter, $\pi \approx 3.14159265358979323846$. |
| 99 | /// |
| 100 | /// # See Also |
| 101 | /// - Microsoft.Quantum.Math.E |
| 102 | function PI() : Double { |
| 103 | 3.14159265358979323846 |
| 104 | } |
| 105 | |
| 106 | /// # Summary |
| 107 | /// Returns the natural logarithmic base to double-precision. |
| 108 | /// |
| 109 | /// # Output |
| 110 | /// A double-precision approximation of the natural logarithic base, |
| 111 | /// $e \approx 2.7182818284590452354$. |
| 112 | /// |
| 113 | /// # See Also |
| 114 | /// - Microsoft.Quantum.Math.PI |
| 115 | function E() : Double { |
| 116 | 2.7182818284590452354 |
| 117 | } |
| 118 | |
| 119 | /// # Summary |
| 120 | /// Returns the angle whose cosine is the specified number. |
| 121 | function ArcCos (x : Double) : Double { |
| 122 | body intrinsic; |
| 123 | } |
| 124 | |
| 125 | /// # Summary |
| 126 | /// Returns the angle whose sine is the specified number. |
| 127 | function ArcSin (y : Double) : Double { |
| 128 | body intrinsic; |
| 129 | } |
| 130 | |
| 131 | /// # Summary |
| 132 | /// Returns the angle whose tangent is the specified number. |
| 133 | function ArcTan (d : Double) : Double { |
| 134 | body intrinsic; |
| 135 | } |
| 136 | |
| 137 | /// # Summary |
| 138 | /// Returns the angle whose tangent is the quotient of two specified numbers. |
| 139 | function ArcTan2 (y : Double, x : Double) : Double { |
| 140 | body intrinsic; |
| 141 | } |
| 142 | |
| 143 | /// # Summary |
| 144 | /// Returns the cosine of the specified angle. |
| 145 | function Cos (theta : Double) : Double { |
| 146 | body intrinsic; |
| 147 | } |
| 148 | |
| 149 | /// # Summary |
| 150 | /// Returns the hyperbolic cosine of the specified angle. |
| 151 | function Cosh (d : Double) : Double { |
| 152 | body intrinsic; |
| 153 | } |
| 154 | |
| 155 | /// # Summary |
| 156 | /// Returns the sine of the specified angle. |
| 157 | function Sin (theta : Double) : Double { |
| 158 | body intrinsic; |
| 159 | } |
| 160 | |
| 161 | /// # Summary |
| 162 | /// Returns the hyperbolic sine of the specified angle. |
| 163 | function Sinh (d : Double) : Double { |
| 164 | body intrinsic; |
| 165 | } |
| 166 | |
| 167 | /// # Summary |
| 168 | /// Returns the tangent of the specified angle. |
| 169 | function Tan (d : Double) : Double { |
| 170 | body intrinsic; |
| 171 | } |
| 172 | |
| 173 | /// # Summary |
| 174 | /// Returns the hyperbolic tangent of the specified angle. |
| 175 | function Tanh (d : Double) : Double { |
| 176 | body intrinsic; |
| 177 | } |
| 178 | |
| 179 | /// # Summary |
| 180 | /// Computes the inverse hyperbolic cosine of a number. |
| 181 | function ArcCosh (x : Double) : Double { |
| 182 | Log(x + Sqrt(x * x - 1.0)) |
| 183 | } |
| 184 | |
| 185 | /// # Summary |
| 186 | /// Computes the inverse hyperbolic sine of a number. |
| 187 | function ArcSinh (x : Double) : Double { |
| 188 | Log(x + Sqrt(x * x + 1.0)) |
| 189 | } |
| 190 | |
| 191 | |
| 192 | /// # Summary |
| 193 | /// Computes the inverse hyperbolic tangent of a number. |
| 194 | function ArcTanh (x : Double) : Double { |
| 195 | Log((1.0 + x) / (1.0 - x)) * 0.5 |
| 196 | } |
| 197 | |
| 198 | // |
| 199 | // Sqrt, Log, exp, etc. |
| 200 | // |
| 201 | |
| 202 | /// # Summary |
| 203 | /// Returns the square root of a specified number. |
| 204 | function Sqrt(d : Double) : Double { |
| 205 | body intrinsic; |
| 206 | } |
| 207 | |
| 208 | /// # Summary |
| 209 | /// Returns the natural (base _e_) logarithm of a specified number. |
| 210 | function Log(input : Double) : Double { |
| 211 | body intrinsic; |
| 212 | } |
| 213 | |
| 214 | /// # Summary |
| 215 | /// Returns the base-10 logarithm of a specified number. |
| 216 | function Log10(input : Double) : Double { |
| 217 | Log(input) / Log(10.0) |
| 218 | } |
| 219 | |
| 220 | /// # Summary |
| 221 | /// Computes the base-2 logarithm of a number. |
| 222 | function Lg(input : Double) : Double { |
| 223 | Log(input) / Log(2.0) |
| 224 | } |
| 225 | |
| 226 | // |
| 227 | // Truncation and Rounding |
| 228 | // |
| 229 | |
| 230 | /// # Summary |
| 231 | /// Returns the integral part of a number. |
| 232 | /// For example: Truncate(3.7) = 3; Truncate(-3.7) = -3 |
| 233 | function Truncate(value : Double) : Int { |
| 234 | body intrinsic; |
| 235 | } |
| 236 | |
| 237 | internal function ExtendedTruncation(value : Double) : (Int, Double, Bool) { |
| 238 | let truncated = Truncate(value); |
| 239 | return (truncated, Microsoft.Quantum.Convert.IntAsDouble(truncated) - value, value >= 0.0); |
| 240 | } |
| 241 | |
| 242 | /// # Summary |
| 243 | /// Returns the smallest integer greater than or equal to the specified number. |
| 244 | /// For example: Ceiling(3.1) = 4; Ceiling(-3.7) = -3 |
| 245 | function Ceiling(value : Double) : Int { |
| 246 | let (truncated, remainder, isPositive) = ExtendedTruncation(value); |
| 247 | if AbsD(remainder) <= 1e-15 { |
| 248 | return truncated; |
| 249 | } else { |
| 250 | return isPositive ? truncated + 1 | truncated; |
| 251 | } |
| 252 | } |
| 253 | |
| 254 | /// # Summary |
| 255 | /// Returns the largest integer less than or equal to the specified number. |
| 256 | /// For example: Floor(3.7) = 3; Floor(-3.1) = -4 |
| 257 | function Floor(value : Double) : Int { |
| 258 | let (truncated, remainder, isPositive) = ExtendedTruncation(value); |
| 259 | if AbsD(remainder) <= 1e-15 { |
| 260 | return truncated; |
| 261 | } else { |
| 262 | return isPositive ? truncated | truncated - 1; |
| 263 | } |
| 264 | } |
| 265 | |
| 266 | /// # Summary |
| 267 | /// Returns the nearest integer to the specified number. |
| 268 | /// For example: Floor(3.7) = 4; Floor(-3.7) = -4 |
| 269 | function Round(value : Double) : Int { |
| 270 | let (truncated, remainder, isPositive) = ExtendedTruncation(value); |
| 271 | if AbsD(remainder) <= 1e-15 { |
| 272 | return truncated; |
| 273 | } else { |
| 274 | let abs = AbsD(remainder); |
| 275 | return truncated + (abs <= 0.5 ? 0 | (isPositive ? 1 | -1)); |
| 276 | } |
| 277 | } |
| 278 | |
| 279 | // |
| 280 | // Modular arithmetic |
| 281 | // |
| 282 | |
| 283 | /// # Summary |
| 284 | /// Computes the canonical residue of `value` modulo `modulus`. |
| 285 | /// The result is always in the range 0..modulus-1 even for negative numbers. |
| 286 | function ModulusI(value : Int, modulus : Int) : Int { |
| 287 | Fact(modulus > 0, "`modulus` must be positive"); |
| 288 | let r = value % modulus; |
| 289 | return (r < 0) ? (r + modulus) | r; |
| 290 | } |
| 291 | |
| 292 | /// # Summary |
| 293 | /// Computes the canonical residue of `value` modulo `modulus`. |
| 294 | /// The result is always in the range 0..modulus-1 even for negative numbers. |
| 295 | function ModulusL(value : BigInt, modulus : BigInt) : BigInt { |
| 296 | Fact(modulus > 0L, "`modulus` must be positive"); |
| 297 | let r = value % modulus; |
| 298 | return (r < 0L) ? (r + modulus) | r; |
| 299 | } |
| 300 | |
| 301 | /// # Summary |
| 302 | /// Returns an integer raised to a given power, with respect to a given |
| 303 | /// modulus. I.e. (expBase^power) % modulus. |
| 304 | function ExpModI(expBase : Int, power : Int, modulus : Int) : Int { |
| 305 | Fact(power >= 0, "`power` must be non-negative"); |
| 306 | Fact(modulus > 0, "`modulus` must be positive"); |
| 307 | Fact(expBase > 0, "`expBase` must be positive"); |
| 308 | |
| 309 | // shortcut when modulus is 1 |
| 310 | if modulus == 1 { |
| 311 | return 0; |
| 312 | } |
| 313 | |
| 314 | mutable res = 1; |
| 315 | mutable expPow2mod = expBase % modulus; |
| 316 | mutable powerBits = power; |
| 317 | |
| 318 | while powerBits > 0 { |
| 319 | if (powerBits &&& 1) != 0 { |
| 320 | // if bit pₖ is 1, multiply res by expBase^(2^k) (mod `modulus`) |
| 321 | set res = (res * expPow2mod) % modulus; |
| 322 | } |
| 323 | |
| 324 | // update value of expBase^(2^k) (mod `modulus`) |
| 325 | set expPow2mod = (expPow2mod * expPow2mod) % modulus; |
| 326 | set powerBits >>>= 1; |
| 327 | } |
| 328 | |
| 329 | return res; |
| 330 | } |
| 331 | |
| 332 | /// # Summary |
| 333 | /// Returns an integer raised to a given power, with respect to a given |
| 334 | /// modulus. I.e. (expBase^power) % modulus. |
| 335 | function ExpModL(expBase : BigInt, power : BigInt, modulus : BigInt) : BigInt { |
| 336 | Fact(power >= 0L, "`power` must be non-negative"); |
| 337 | Fact(modulus > 0L, "`modulus` must be positive"); |
| 338 | Fact(expBase > 0L, "`expBase` must be positive"); |
| 339 | |
| 340 | // shortcut when modulus is 1 |
| 341 | if modulus == 1L { |
| 342 | return 0L; |
| 343 | } |
| 344 | |
| 345 | mutable res = 1L; |
| 346 | mutable expPow2mod = expBase % modulus; |
| 347 | mutable powerBits = power; |
| 348 | |
| 349 | while powerBits > 0L { |
| 350 | if (powerBits &&& 1L) != 0L { |
| 351 | // if bit pₖ is 1, multiply res by expBase^(2ᵏ) (mod `modulus`) |
| 352 | set res = (res * expPow2mod) % modulus; |
| 353 | } |
| 354 | |
| 355 | // update value of expBase^(2ᵏ) (mod `modulus`) |
| 356 | set expPow2mod = (expPow2mod * expPow2mod) % modulus; |
| 357 | set powerBits >>>= 1; |
| 358 | } |
| 359 | |
| 360 | return res; |
| 361 | } |
| 362 | |
| 363 | /// # Summary |
| 364 | /// Returns the multiplicative inverse of a modular integer. |
| 365 | /// |
| 366 | /// # Description |
| 367 | /// This will calculate the multiplicative inverse of a |
| 368 | /// modular integer $b$ such that $a \cdot b = 1 (\operatorname{mod} \texttt{modulus})$. |
| 369 | function InverseModI(a : Int, modulus : Int) : Int { |
| 370 | let (u, v) = ExtendedGreatestCommonDivisorI(a, modulus); |
| 371 | let gcd = u * a + v * modulus; |
| 372 | Fact(gcd == 1, "`a` and `modulus` must be co-prime"); |
| 373 | return ModulusI(u, modulus); |
| 374 | } |
| 375 | |
| 376 | /// # Summary |
| 377 | /// Returns the multiplicative inverse of a modular integer. |
| 378 | /// |
| 379 | /// # Description |
| 380 | /// This will calculate the multiplicative inverse of a |
| 381 | /// modular integer $b$ such that $a \cdot b = 1 (\operatorname{mod} \texttt{modulus})$. |
| 382 | function InverseModL(a : BigInt, modulus : BigInt) : BigInt { |
| 383 | let (u, v) = ExtendedGreatestCommonDivisorL(a, modulus); |
| 384 | let gcd = u * a + v * modulus; |
| 385 | Fact(gcd == 1L, "`a` and `modulus` must be co-prime"); |
| 386 | return ModulusL(u, modulus); |
| 387 | } |
| 388 | |
| 389 | // |
| 390 | // GCD, etc. |
| 391 | // |
| 392 | |
| 393 | /// # Summary |
| 394 | /// Computes the greatest common divisor of two integers. |
| 395 | /// Note: GCD is always positive except that GCD(0,0)=0. |
| 396 | function GreatestCommonDivisorI(a : Int, b : Int) : Int { |
| 397 | mutable aa = AbsI(a); |
| 398 | mutable bb = AbsI(b); |
| 399 | while bb != 0 { |
| 400 | let cc = aa % bb; |
| 401 | set aa = bb; |
| 402 | set bb = cc; |
| 403 | } |
| 404 | return aa; |
| 405 | } |
| 406 | |
| 407 | /// # Summary |
| 408 | /// Computes the greatest common divisor of two integers. |
| 409 | /// Note: GCD is always positive except that GCD(0,0)=0. |
| 410 | function GreatestCommonDivisorL(a : BigInt, b : BigInt) : BigInt { |
| 411 | mutable aa = AbsL(a); |
| 412 | mutable bb = AbsL(b); |
| 413 | while bb != 0L { |
| 414 | let cc = aa % bb; |
| 415 | set aa = bb; |
| 416 | set bb = cc; |
| 417 | } |
| 418 | return aa; |
| 419 | } |
| 420 | |
| 421 | /// # Summary |
| 422 | /// Returns a tuple (u,v) such that u*a+v*b=GCD(a,b) |
| 423 | /// Note: GCD is always positive except that GCD(0,0)=0. |
| 424 | function ExtendedGreatestCommonDivisorI(a : Int, b : Int) : (Int, Int) { |
| 425 | let signA = SignI(a); |
| 426 | let signB = SignI(b); |
| 427 | mutable (s1, s2) = (1, 0); |
| 428 | mutable (t1, t2) = (0, 1); |
| 429 | mutable (r1, r2) = (a * signA, b * signB); |
| 430 | |
| 431 | while r2 != 0 { |
| 432 | let quotient = r1 / r2; |
| 433 | set (r1, r2) = (r2, r1 - quotient * r2); |
| 434 | set (s1, s2) = (s2, s1 - quotient * s2); |
| 435 | set (t1, t2) = (t2, t1 - quotient * t2); |
| 436 | } |
| 437 | |
| 438 | return (s1 * signA, t1 * signB); |
| 439 | } |
| 440 | |
| 441 | /// # Summary |
| 442 | /// Returns a tuple (u,v) such that u*a+v*b=GCD(a,b) |
| 443 | /// Note: GCD is always positive except that GCD(0,0)=0. |
| 444 | function ExtendedGreatestCommonDivisorL(a : BigInt, b : BigInt) : (BigInt, BigInt) { |
| 445 | let signA = IntAsBigInt(SignL(a)); |
| 446 | let signB = IntAsBigInt(SignL(b)); |
| 447 | mutable (s1, s2) = (1L, 0L); |
| 448 | mutable (t1, t2) = (0L, 1L); |
| 449 | mutable (r1, r2) = (a * signA, b * signB); |
| 450 | |
| 451 | while r2 != 0L { |
| 452 | let quotient = r1 / r2; |
| 453 | set (r1, r2) = (r2, r1 - quotient * r2); |
| 454 | set (s1, s2) = (s2, s1 - quotient * s2); |
| 455 | set (t1, t2) = (t2, t1 - quotient * t2); |
| 456 | } |
| 457 | |
| 458 | return (s1 * signA, t1 * signB); |
| 459 | } |
| 460 | |
| 461 | /// # Summary |
| 462 | /// Finds the continued fraction convergent closest to `fraction` |
| 463 | /// with the denominator less or equal to `denominatorBound` |
| 464 | /// Using process similar to this: https://nrich.maths.org/1397 |
| 465 | function ContinuedFractionConvergentI(fraction : (Int, Int), denominatorBound : Int): (Int, Int) { |
| 466 | Fact(denominatorBound > 0, "Denominator bound must be positive"); |
| 467 | |
| 468 | let (a, b) = fraction; |
| 469 | let signA = SignI(a); |
| 470 | let signB = SignI(b); |
| 471 | mutable (s1, s2) = (1, 0); |
| 472 | mutable (t1, t2) = (0, 1); |
| 473 | mutable (r1, r2) = (a * signA, b * signB); |
| 474 | |
| 475 | while r2 != 0 and AbsI(s2) <= denominatorBound { |
| 476 | let quotient = r1 / r2; |
| 477 | set (r1, r2) = (r2, r1 - quotient * r2); |
| 478 | set (s1, s2) = (s2, s1 - quotient * s2); |
| 479 | set (t1, t2) = (t2, t1 - quotient * t2); |
| 480 | } |
| 481 | |
| 482 | return (r2 == 0 and AbsI(s2) <= denominatorBound) |
| 483 | ? (-t2 * signB, s2 * signA) |
| 484 | | (-t1 * signB, s1 * signA); |
| 485 | } |
| 486 | |
| 487 | // |
| 488 | // Binary, bits, etc. |
| 489 | // |
| 490 | |
| 491 | /// # Summary |
| 492 | /// For a non-negative integer `a`, returns the number of bits required to represent `a`. |
| 493 | /// NOTE: This function returns the smallest n such that a < 2^n. |
| 494 | function BitSizeI(a : Int) : Int { |
| 495 | Fact(a >= 0, "`a` must be non-negative."); |
| 496 | mutable number = a; |
| 497 | mutable size = 0; |
| 498 | while (number != 0) { |
| 499 | set size = size + 1; |
| 500 | set number = number >>> 1; |
| 501 | } |
| 502 | return size; |
| 503 | } |
| 504 | } |
| 505 | |