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hamming_distance.cpp
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hamming_distance.cpp
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/**
* @file
* @brief Returns the [Hamming
* distance](https://en.wikipedia.org/wiki/Hamming_distance) between two
* integers
*
* @details
* To find hamming distance between two integers, we take their xor, which will
* have a set bit iff those bits differ in the two numbers.
* Hence, we return the number of such set bits.
*
* @author [Ravishankar Joshi](https://github.com/ravibitsgoa)
*/
#include <cassert> /// for assert
#include <cstdint>
#include <iostream> /// for io operations
/**
* @namespace bit_manipulation
* @brief Bit Manipulation algorithms
*/
namespace bit_manipulation {
/**
* @namespace hamming_distance
* @brief Functions for [Hamming
* distance](https://en.wikipedia.org/wiki/Hamming_distance) implementation
*/
namespace hamming_distance {
/**
* This function returns the number of set bits in the given number.
* @param value the number of which we want to count the number of set bits.
* @returns the number of set bits in the given number.
*/
uint64_t bitCount(uint64_t value) {
uint64_t count = 0;
while (value) { // until all bits are zero
if (value & 1) { // check lower bit
count++;
}
value >>= 1; // shift bits, removing lower bit
}
return count;
}
/**
* This function returns the hamming distance between two integers.
* @param a the first number
* @param b the second number
* @returns the number of bits differing between the two integers.
*/
uint64_t hamming_distance(uint64_t a, uint64_t b) { return bitCount(a ^ b); }
/**
* This function returns the hamming distance between two strings.
* @param a the first string
* @param b the second string
* @returns the number of characters differing between the two strings.
*/
uint64_t hamming_distance(const std::string& a, const std::string& b) {
assert(a.size() == b.size());
size_t n = a.size();
uint64_t count = 0;
for (size_t i = 0; i < n; i++) {
count += (b[i] != a[i]);
}
return count;
}
} // namespace hamming_distance
} // namespace bit_manipulation
/**
* @brief Function to the test hamming distance.
* @returns void
*/
static void test() {
assert(bit_manipulation::hamming_distance::hamming_distance(11, 2) == 2);
assert(bit_manipulation::hamming_distance::hamming_distance(2, 0) == 1);
assert(bit_manipulation::hamming_distance::hamming_distance(11, 0) == 3);
assert(bit_manipulation::hamming_distance::hamming_distance("1101",
"1111") == 1);
assert(bit_manipulation::hamming_distance::hamming_distance("1111",
"1111") == 0);
assert(bit_manipulation::hamming_distance::hamming_distance("0000",
"1111") == 4);
assert(bit_manipulation::hamming_distance::hamming_distance("alpha",
"alphb") == 1);
assert(bit_manipulation::hamming_distance::hamming_distance("abcd",
"abcd") == 0);
assert(bit_manipulation::hamming_distance::hamming_distance("dcba",
"abcd") == 4);
}
/**
* @brief Main function
* @returns 0 on exit
*/
int main() {
test(); // execute the tests
uint64_t a = 11; // 1011 in binary
uint64_t b = 2; // 0010 in binary
std::cout << "Hamming distance between " << a << " and " << b << " is "
<< bit_manipulation::hamming_distance::hamming_distance(a, b)
<< std::endl;
}