1497. Check If Array Pairs Are Divisible by k

[mah-shamim]

Topics: Array, Hash Table, Counting

Given an array of integers arr of even length n and an integer k.

We want to divide the array into exactly n / 2 pairs such that the sum of each pair is divisible by k.

Return true If you can find a way to do that or false otherwise.

Example 1:

• Input: arr = [1,2,3,4,5,10,6,7,8,9], k = 5
• Output: true
• Explanation: Pairs are (1,9),(2,8),(3,7),(4,6) and (5,10).

Example 2:

• Input: arr = [1,2,3,4,5,6], k = 7
• Output: true
• Explanation: Pairs are (1,6),(2,5) and(3,4).

Example 3:

• Input: arr = [1,2,3,4,5,6], k = 10
• Output: false
• Explanation: You can try all possible pairs to see that there is no way to divide arr into 3 pairs each with sum divisible by 10.

Constraints:

• arr.length == n
• 1 <= n <= 105
• n is even.
• -109 <= arr[i] <= 109
• 1 <= k <= 105

Hint:

1. Keep an array of the frequencies of ((x % k) + k) % k for each x in arr.
2. for each i in [0, k - 1] we need to check if freq[i] == freq[k - i]
3. Take care of the case when i == k - i and when i == 0

[kovatz]

We need to ensure that the array can be divided into pairs where the sum of each pair is divisible by k. To do this efficiently, we'll use a frequency count of the remainders of elements when divided by k.

Key Idea:

For two numbers a and b, their sum is divisible by k if: (a + b) % k == 0

This is equivalent to: (a % k + b % k) % k == 0

This means for each number x in the array, if x % k = r, we need to pair it with another number y such that y % k = k - r.

Steps to solve:

1. Compute remainders: For each element in the array, calculate its remainder when divided by k. This will give us the needed pairing information.
2. Frequency count of remainders: Keep track of how many elements have each remainder.
3. Check pairing conditions:
   • For remainder 0, the number of such elements must be even because they can only pair with each other.
   • For each remainder r, we need the same number of elements with remainder k - r for pairing.
   • Special case: when r == k/2, the number of such elements must also be even because they need to pair among themselves.

Let's implement this solution in PHP: 1497. Check If Array Pairs Are Divisible by k

<?php
/**
 * @param Integer[] $arr
 * @param Integer $k
 * @return Boolean
 */
function canArrange($arr, $k) {
    $freq = array_fill(0, $k, 0);

    // Fill frequency array with counts of each remainder
    foreach ($arr as $num) {
        $remainder = ($num % $k + $k) % $k; // Handle negative numbers
        $freq[$remainder]++;
    }

    // Check pairing conditions
    for ($i = 1; $i < $k; $i++) {
        // If remainder i has more elements than remainder k-i, it's not possible to pair them
        if ($freq[$i] != $freq[$k - $i]) {
            return false;
        }
    }

    // Check for the special case of remainder 0
    if ($freq[0] % 2 != 0) {
        return false;
    }

    // If k is even, also check that elements with remainder k/2 are even
    if ($k % 2 == 0 && $freq[$k / 2] % 2 != 0) {
        return false;
    }

    return true;
}

// Example 1
$arr1 = [1, 2, 3, 4, 5, 10, 6, 7, 8, 9];
$k1 = 5;
echo canArrange($arr1, $k1) ? 'true' : 'false'; // Output: true

// Example 2
$arr2 = [1, 2, 3, 4, 5, 6];
$k2 = 7;
echo canArrange($arr2, $k2) ? 'true' : 'false'; // Output: true

// Example 3
$arr3 = [1, 2, 3, 4, 5, 6];
$k3 = 10;
echo canArrange($arr3, $k3) ? 'true' : 'false'; // Output: false
?>

Explanation:

1. Modulo Operation: To account for negative numbers, we use this formula to always get a positive remainder:

   ($num % $k + $k) % $k;

   This ensures that even negative numbers are handled properly.

2. Frequency Array: We create an array freq of size k where freq[i] counts how many numbers have a remainder i when divided by k.

3. Conditions:

   • For each remainder i, we need to check if the count of numbers with remainder i is the same as the count of numbers with remainder k - i.
   • Special cases:
     • i = 0: The number of elements with remainder 0 must be even, as they need to pair with each other.
     • i = k/2: If k is even, then elements with remainder k/2 must also be even, as they can only pair with themselves.

Time Complexity:

• The time complexity is O(n) where n is the length of the array because we iterate over the array once to calculate remainders and once again to check the pairing conditions.

This solution efficiently checks whether it's possible to divide the array into pairs such that each pair's sum is divisible by k.

[mah-shamim]

Thanks to solve this problem

[kovatz]

Thanks