/*@ Import Lean import Algorithms.lucas_theorem.lean.helper_lib open scoped SimpleC */ /* * Compute C(n + m, n) modulo a prime p with Lucas' theorem. * * The problem guarantees * * 1 <= n, m, p <= 100000 * * and that p is prime. For this verification example, all arithmetic used by * the program is additionally assumed to stay within the signed int range. * * Input/output handling is intentionally left to the caller. The function * lucas_theorem is the algorithmic entry point for one test case. */ /*@ Extern Coq (ModularPower : Z -> Z -> Z -> Z -> Prop) */ /*@ Extern Coq (PrimeForLucas : Z -> Prop) (DigitBinomialMachineSafe : Z -> Z -> Z -> Prop) (BinomialDigitResidue : Z -> Z -> Z -> Z -> Prop) (LucasMachineSafe : Z -> Z -> Z -> Prop) (LucasBinomialResidue : Z -> Z -> Z -> Z -> Prop) */ /*@ Extern Coq (DigitProductProgress : Z -> Z -> Z -> Z -> Z -> Z -> Prop) (LucasProgress : Z -> Z -> Z -> Z -> Z -> Z -> Prop) */ int modular_power(int base, int exponent, int modulus) /*@ Require 0 <= base && base < modulus && 0 <= exponent && 2 <= modulus && emp Ensure 0 <= __return && __return < modulus && ModularPower(base, exponent, modulus, __return) && emp */; /* * Compute C(upper, lower) modulo prime, where * 0 <= lower <= upper < prime. * * Because every factor in lower! is nonzero modulo prime, Fermat's little * theorem gives lower!^(prime - 2) as its modular inverse. */ int binomial_digit_mod_prime(int upper, int lower, int prime) /*@ Require PrimeForLucas(prime) && 0 <= lower && lower <= upper && upper < prime && 2 <= prime && prime <= 100000 && DigitBinomialMachineSafe(upper, lower, prime) && emp Ensure 0 <= __return && __return < prime@pre && BinomialDigitResidue(upper@pre, lower@pre, prime@pre, __return) && emp */ { if (lower > upper) { return 0; } if (lower > upper - lower) { lower = upper - lower; } int numerator = 1; int denominator = 1; /*@ Inv Assert upper == upper@pre && prime == prime@pre && PrimeForLucas(prime@pre) && 0 <= lower@pre && lower@pre <= upper@pre && upper@pre < prime@pre && 2 <= prime@pre && prime@pre <= 100000 && ((lower == lower@pre && lower@pre <= upper@pre - lower@pre) || (lower == upper@pre - lower@pre && lower@pre > upper@pre - lower@pre)) && 0 <= lower && lower <= upper@pre - lower && 1 <= i && i <= lower + 1 && 0 <= numerator && numerator < prime@pre && 0 <= denominator && denominator < prime@pre && DigitBinomialMachineSafe(upper@pre, lower@pre, prime@pre) && DigitProductProgress(upper@pre, lower, prime@pre, i, numerator, denominator) && emp */ for (int i = 1; i <= lower; ++i) { int factor = upper - lower + i; int numerator_product = numerator * factor; int denominator_product = denominator * i; numerator = numerator_product % prime; denominator = denominator_product % prime; } /*@ Assert upper == upper@pre && prime == prime@pre && PrimeForLucas(prime@pre) && 0 <= lower@pre && lower@pre <= upper@pre && upper@pre < prime@pre && 2 <= prime@pre && prime@pre <= 100000 && ((lower == lower@pre && lower@pre <= upper@pre - lower@pre) || (lower == upper@pre - lower@pre && lower@pre > upper@pre - lower@pre)) && 0 <= lower && lower <= upper@pre - lower && 0 <= numerator && numerator < prime@pre && 0 <= denominator && denominator < prime@pre && 0 <= prime@pre - 2 && DigitBinomialMachineSafe(upper@pre, lower@pre, prime@pre) && DigitProductProgress(upper@pre, lower, prime@pre, lower + 1, numerator, denominator) && emp */ int inverse = modular_power(denominator, prime - 2, prime); int answer = numerator * inverse; return answer % prime; } int lucas_theorem(int n, int m, int prime) /*@ Require 1 <= n && n <= 100000 && 1 <= m && m <= 100000 && 2 <= prime && prime <= 100000 && PrimeForLucas(prime) && LucasMachineSafe(n, m, prime) && emp Ensure 0 <= __return && __return < prime@pre && LucasBinomialResidue(n@pre, m@pre, prime@pre, __return) && emp */ { int upper = n + m; int lower = n; int result = 1; /*@ Inv Assert n == n@pre && m == m@pre && prime == prime@pre && 1 <= n@pre && n@pre <= 100000 && 1 <= m@pre && m@pre <= 100000 && 2 <= prime@pre && prime@pre <= 100000 && PrimeForLucas(prime@pre) && LucasMachineSafe(n@pre, m@pre, prime@pre) && 0 <= lower && lower <= upper && upper <= n@pre + m@pre && n@pre + m@pre <= 200000 && 0 <= result && result < prime@pre && LucasProgress(n@pre + m@pre, n@pre, prime@pre, upper, lower, result) && emp */ while (upper > 0 || lower > 0) { int upper_digit = upper % prime; int lower_digit = lower % prime; if (lower_digit > upper_digit) { return 0; } /*@ Assert n == n@pre && m == m@pre && prime == prime@pre && 1 <= n@pre && n@pre <= 100000 && 1 <= m@pre && m@pre <= 100000 && 2 <= prime@pre && prime@pre <= 100000 && PrimeForLucas(prime@pre) && LucasMachineSafe(n@pre, m@pre, prime@pre) && 0 < upper && 0 <= lower && lower <= upper && upper <= n@pre + m@pre && n@pre + m@pre <= 200000 && upper_digit == upper % prime@pre && lower_digit == lower % prime@pre && 0 <= lower_digit && lower_digit <= upper_digit && upper_digit < prime@pre && 0 <= result && result < prime@pre && DigitBinomialMachineSafe( upper_digit, lower_digit, prime@pre) && LucasProgress(n@pre + m@pre, n@pre, prime@pre, upper, lower, result) && emp */ int digit_binomial = binomial_digit_mod_prime(upper_digit, lower_digit, prime); int product = result * digit_binomial; result = product % prime; upper /= prime; lower /= prime; } return result; }