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Replace int64_t to uint64_t + add namespace + detailed documentation
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KaustubhDamania committed Oct 22, 2020
1 parent 2ba05ed commit e09a057
Showing 1 changed file with 105 additions and 87 deletions.
192 changes: 105 additions & 87 deletions math/ncr_modulo_p.cpp
@@ -1,122 +1,140 @@
/**
* @file
* @brief This program aims at calculating nCr modulo p
*
* @details nCr is defined as n! / (r! * (n-r)!) where n! represents factorial
* of n. In many cases, the value of nCr is too large to fit in a 64 bit integer.
* Hence, in competitive programming, there are many problems or subproblems
* to compute nCr modulo p where p is a given number.
* @author [Kaustubh Damania](https://github.com/KaustubhDamania)
*/

#include <cassert>
#include <iostream>
#include <vector>
#include <cassert> /// for assert
#include <iostream> /// for io operations
#include <vector> /// for std::vector

/** Class which contains all methods required for calculating nCr mod p
*
*/
class NCRModuloP {
private:
std::vector<int64_t> fac;
int64_t p;

public:
/** Constructor which precomputes the values of n! % mod from n=0 to size
* and stores them in vector 'fac'
* @params[in] the numbers 'size', 'mod'
/**
* @namespace math
* @brief Mathematical algorithms
*/
namespace math {
/**
* @brief Class which contains all methods required for calculating nCr mod p
*/
NCRModuloP(int64_t size, int64_t mod) {
p = mod;
fac = std::vector<int64_t>(size);
fac[0] = 1;
for (int i = 1; i <= size; i++) {
fac[i] = (fac[i - 1] * i) % p;
class NCRModuloP {
private:
std::vector<uint64_t> fac;
uint64_t p;
public:
/** Constructor which precomputes the values of n! % mod from n=0 to size
* and stores them in vector 'fac'
* @params[in] the numbers 'size', 'mod'
*/
NCRModuloP(uint64_t size, uint64_t mod){
p = mod;
fac = std::vector<uint64_t>(size);
fac[0] = 1;
for (int i = 1; i <= size; i++) {
fac[i] = (fac[i - 1] * i) % p;
}
}
}

/** Finds the value of x, y such that a*x + b*y = gcd(a,b)
*
* @params[in] the numbers 'a', 'b' and address of 'x' and 'y' from above
* equation
* @returns the gcd of a and b
*/
int64_t gcdExtended(int64_t a, int64_t b, int64_t *x, int64_t *y) {
if (a == 0) {
*x = 0, *y = 1;
return b;
}
/** Finds the value of x, y such that a*x + b*y = gcd(a,b)
*
* @params[in] the numbers 'a', 'b' and address of 'x' and 'y' from above
* equation
* @returns the gcd of a and b
*/
uint64_t gcdExtended(uint64_t a, uint64_t b, int64_t *x, int64_t *y) {
if (a == 0) {
*x = 0, *y = 1;
return b;
}

int64_t x1 = 0, y1 = 0;
int64_t gcd = gcdExtended(b % a, a, &x1, &y1);
int64_t x1 = 0, y1 = 0;
uint64_t gcd = gcdExtended(b % a, a, &x1, &y1);

*x = y1 - (b / a) * x1;
*y = x1;
return gcd;
}

/** Find modular inverse of a with m i.e. a number x such that (a*x)%m = 1
*
* @params[in] the numbers 'a' and 'm' from above equation
* @returns the modular inverse of a
*/
int64_t modInverse(int64_t a, int64_t m) {
int64_t x = 0, y = 0;
int64_t g = gcdExtended(a, m, &x, &y);
if (g != 1) { // modular inverse doesn't exist
return -1;
} else {
int64_t res = (x % m + m) % m;
return res;
*x = y1 - (b / a) * x1;
*y = x1;
return gcd;
}
}

/** Find nCr % p
*
* @params[in] the numbers 'n', 'r' and 'p'
* @returns the value nCr % p
*/
int64_t ncr(int64_t n, int64_t r, int64_t p) {
// Base cases
if (r > n) {
return 0;
/** Find modular inverse of a with m i.e. a number x such that (a*x)%m = 1
*
* @params[in] the numbers 'a' and 'm' from above equation
* @returns the modular inverse of a
*/
int64_t modInverse(uint64_t a, uint64_t m) {
int64_t x = 0, y = 0;
uint64_t g = gcdExtended(a, m, &x, &y);
if (g != 1) { // modular inverse doesn't exist
return -1;
}
else {
int64_t res = ((x + m) % m);
return res;
}
}
if (r == 1) {
return n % p;
}
if (r == 0 || r == n) {
return 1;
}
// fac is a global array with fac[r] = (r! % p)
int64_t denominator = modInverse(fac[r], p);
if (denominator < 0) { // modular inverse doesn't exist
return -1;
}
denominator = (denominator * modInverse(fac[n - r], p)) % p;
if (denominator < 0) { // modular inverse doesn't exist
return -1;

/** Find nCr % p
*
* @params[in] the numbers 'n', 'r' and 'p'
* @returns the value nCr % p
*/
int64_t ncr(uint64_t n, uint64_t r, uint64_t p) {
// Base cases
if (r > n) {
return 0;
}
if (r == 1) {
return n % p;
}
if (r == 0 || r == n){
return 1;
}
// fac is a global array with fac[r] = (r! % p)
int64_t denominator = modInverse(fac[r], p);
if (denominator < 0) { // modular inverse doesn't exist
return -1;
}
denominator = (denominator * modInverse(fac[n - r], p)) % p;
if (denominator < 0) { // modular inverse doesn't exist
return -1;
}
return (fac[n] * denominator) % p;
}
return (fac[n] * denominator) % p;
}
};
};
} // namespace math

void tests(NCRModuloP ncrObj) {
/**
* @brief Test implementations
* @param ncrObj object which contains the precomputed factorial values and
* ncr function
* @returns void
*/
void tests(math::NCRModuloP ncrObj) {
// (52323 C 26161) % (1e9 + 7) = 224944353
assert(ncrObj.ncr(52323, 26161, 1000000007) == 224944353);
// 6 C 2 = 30, 30%5 = 0
assert(ncrObj.ncr(6, 2, 5) == 0);
assert(ncrObj.ncr(6,2,5) == 0);
// 7C3 = 35, 35 % 29 = 8
assert(ncrObj.ncr(7, 3, 29) == 6);
assert(ncrObj.ncr(7,3,29) == 6);
}


/**
* @brief Main function
* @returns 0 on exit
*/
int main() {
// populate the fac array
const int64_t size = 1e6 + 1;
const int64_t p = 1e9 + 7;
NCRModuloP ncrObj = NCRModuloP(size, p);
const uint64_t size = 1e6 + 1;
const uint64_t p = 1e9 + 7;
math::NCRModuloP ncrObj = math::NCRModuloP(size, p);
// test 6Ci for i=0 to 7
for (int i = 0; i <= 7; i++) {
std::cout << 6 << "C" << i << " = " << ncrObj.ncr(6, i, p) << "\n";
}
tests(ncrObj);
tests(ncrObj); // execute the tests
std::cout << "Assertions passed\n";
}

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