s0128_longest_consecutive_sequence

128. Longest Consecutive Sequence

Medium

Given an unsorted array of integers nums, return the length of the longest consecutive elements sequence.

You must write an algorithm that runs in O(n) time.

Example 1:

Input: nums = [100,4,200,1,3,2]

Output: 4

Explanation: The longest consecutive elements sequence is [1, 2, 3, 4]. Therefore its length is 4.

Example 2:

Input: nums = [0,3,7,2,5,8,4,6,0,1]

Output: 9

Constraints:

• 0 <= nums.length <= 105
• -109 <= nums[i] <= 109

To solve the "Longest Consecutive Sequence" problem in Python with a Solution class, we'll use a HashSet and a greedy approach. Below are the steps:

1. Create a Solution class: Define a class named Solution to encapsulate our solution methods.

2. Create a longestConsecutive method: This method takes an array nums as input and returns the length of the longest consecutive elements sequence.

3. Initialize a HashSet: Create a HashSet named numSet to store all the numbers in the array nums.

4. Iterate through the array: Add all the numbers from the array nums to the numSet.

5. Find the longest sequence: Iterate through the array nums again. For each number num in the array:

   • Check if num - 1 exists in the numSet. If it does not, num could be the start of a new sequence.
   • If num - 1 does not exist, start a new sequence from num. Increment currentNum by 1 and check if currentNum exists in the numSet. Keep incrementing currentNum until it does not exist in the numSet. Update the maximum length of the sequence accordingly.

6. Return the maximum length: After iterating through the entire array, return the maximum length of the consecutive sequence.

Here's the Python implementation:

class Solution:
    def longestConsecutive(self, nums: List[int]) -> int:
        num_set = set(nums)
        max_length = 0
        
        for num in num_set:
            if num - 1 not in num_set:
                cur_num = num
                cur_length = 1
                
                while cur_num + 1 in num_set:
                    cur_num += 1
                    cur_length += 1
                
                max_length = max(max_length, cur_length)
        
        return max_length

This implementation follows the steps outlined above and efficiently calculates the length of the longest consecutive elements sequence in Python.