mah-shamim / leet-code-in-php

Php-based LeetCode algorithm problem solutions, regularly updated.
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3217. Delete Nodes From Linked List Present in Array #494

Closed mah-shamim closed 2 months ago

mah-shamim commented 2 months ago

Discussed in https://github.com/mah-shamim/leet-code-in-php/discussions/493

Originally posted by **mah-shamim** September 7, 2024 **Topics:** `Array`, `Hash Table`, `Linked List` You are given an array of integers `nums` and the `head` of a linked list. Return _the `head` of the modified linked list after `removing` all nodes from the linked list that have a value that exists in `nums`_. **Example 1:** - **Input:** nums = [1,2,3], head = [1,2,3,4,5] - **Output:** [4,5] - **Explanation:** ![linkedlistexample0](https://assets.leetcode.com/uploads/2024/06/11/linkedlistexample0.png) Remove the nodes with values 1, 2, and 3. **Example 2:** - **Input:** Input: nums = [1], head = [1,2,1,2,1,2] - **Output:** [2,2,2] - **Explanation:** ![linkedlistexample1](https://assets.leetcode.com/uploads/2024/06/11/linkedlistexample1.png) Remove the nodes with value 1. **Example 3:** - **Input:** nums = [5], head = [1,2,3,4] - **Output:** [1,2,3,4] ![linkedlistexample2](https://assets.leetcode.com/uploads/2024/06/11/linkedlistexample2.png) No node has value 5. **Constraints:** - 1 <= nums.length <= 105 - 1 <= nums[i] <= 105 - All elements in `nums` are unique. - The number of nodes in the given list is in the range [1, 105]. - 1 <= Node.val <= 105 - The input is generated such that there is at least one node in the linked list that has a value not present in `nums`. **Hint:** 1. Add all elements of `nums` into a Set. 2. Scan the list to check if the current element should be deleted by checking the Set.
mah-shamim commented 2 months ago

We need to traverse through the linked list and remove any nodes that have a value present in the array nums.

Approach:

  1. Hash Set for Fast Lookup: Since checking if a value exists in nums needs to be efficient, we will convert nums into a hash set. This allows O(1) lookup for each value.
  2. Iterate Through the Linked List: We will iterate through the linked list and remove nodes whose values are present in the hash set.
  3. Pointer Manipulation: While iterating, we will adjust the pointers to "skip" nodes that match values in the nums array.

Steps:

  1. Convert nums to a hash set for O(1) lookup.
  2. Traverse the linked list with two pointers: one for the current node and one for the previous node to help remove nodes efficiently.
  3. For each node, check if the value is in the hash set. If it is, update the previous node’s next to skip the current node.

Let's implement this solution in PHP: 3217. Delete Nodes From Linked List Present in Array

<?php
// Definition for a singly-linked list node.
class ListNode {
    public $val = 0;
    public $next = null;
    function __construct($val = 0, $next = null) {
        $this->val = $val;
        $this->next = $next;
    }
}

class Solution {

    // Main function to remove nodes present in the array nums
    function removeElements($head, $nums) {
        // Convert nums array to a hash set for O(1) lookups
        $numSet = array_flip($nums);

        // Create a dummy node to handle edge cases (e.g. removing the head)
        $dummy = new ListNode(0);
        $dummy->next = $head;

        // Initialize pointers
        $prev = $dummy;
        $current = $head;

        // Traverse the linked list
        while ($current !== null) {
            // If the current node's value exists in numSet, remove it
            if (isset($numSet[$current->val])) {
                $prev->next = $current->next; // Skip the current node
            } else {
                $prev = $current; // Move prev pointer forward
            }
            $current = $current->next; // Move current pointer forward
        }

        // Return the modified list starting from the dummy's next node
        return $dummy->next;
    }
}

// Example usage:

// Linked List: 1 -> 2 -> 3 -> 4 -> 5
$head = new ListNode(1);
$head->next = new ListNode(2);
$head->next->next = new ListNode(3);
$head->next->next->next = new ListNode(4);
$head->next->next->next->next = new ListNode(5);

// Array nums: [1, 2, 3]
$nums = [1, 2, 3];

$solution = new Solution();
$result = $solution->removeElements($head, $nums);

// Function to print the linked list
function printList($node) {
    while ($node !== null) {
        echo $node->val . " ";
        $node = $node->next;
    }
}

// Print the resulting linked list
printList($result); // Output: 4 5
?>

Explanation:

  1. removeElements($head, $nums):

    • We first convert nums into a hash set ($numSet = array_flip($nums);) for fast lookups.
    • A dummy node is created and linked to the head of the list. This helps simplify edge cases like removing the head node.
    • The prev pointer tracks the node before the current one, allowing us to remove the current node by skipping it in the list.
    • For each node, we check if its value is in numSet. If so, we remove it by adjusting the prev->next pointer to skip the current node.
  2. Edge Cases:

    • If the head node needs to be removed, the dummy node ensures the head can be cleanly removed and still return the correct list.
    • Handles cases where multiple consecutive nodes need to be removed.
  3. Complexity:

    • Time Complexity: O(n), where n is the number of nodes in the linked list. We visit each node once. Converting nums to a set takes O(m), where m is the size of nums.
    • Space Complexity: O(m) for storing the nums set.

Example Walkthrough:

For input nums = [1, 2, 3] and head = [1, 2, 3, 4, 5], the algorithm will:

The resulting linked list is [4, 5].