Solving Leetcode Interviews in Seconds with AI: Minimum Consecutive Cards to Pick Up
Introduction
In this blog post, we will explore how to solve the LeetCode problem "2260" using AI. LeetCode is a popular platform for preparing for coding interviews, and with the help of AI tools like Chatmagic, we can generate solutions quickly and efficiently - helping you pass the interviews and get the job offer without having to study for months.
Problem Statement
You are given an integer array cards where cards[i] represents the value of the ith card. A pair of cards are matching if the cards have the same value. Return the minimum number of consecutive cards you have to pick up to have a pair of matching cards among the picked cards. If it is impossible to have matching cards, return -1. Example 1: Input: cards = [3,4,2,3,4,7] Output: 4 Explanation: We can pick up the cards [3,4,2,3] which contain a matching pair of cards with value 3. Note that picking up the cards [4,2,3,4] is also optimal. Example 2: Input: cards = [1,0,5,3] Output: -1 Explanation: There is no way to pick up a set of consecutive cards that contain a pair of matching cards. Constraints: 1 <= cards.length <= 105 0 <= cards[i] <= 106
Explanation
Here's the breakdown of the solution:
Hash Map for Efficient Lookups: Use a hash map (dictionary in Python) to store the last seen index of each card value. This allows for O(1) average-case time complexity when checking if a card has been seen before.
Iterate and Update Minimum Length: Iterate through the
cardsarray. If a card is encountered that has already been seen, calculate the distance between the current index and the previously seen index. Update the minimum length found so far.Handle No Matching Cards: If no matching cards are found after iterating through the entire array, return -1.
Runtime & Storage Complexity: O(n) time complexity, O(n) space complexity
Code
def minimumCardPickup(cards):
"""
Finds the minimum number of consecutive cards to pick up to have a pair of matching cards.
Args:
cards: A list of integers representing the values of the cards.
Returns:
The minimum number of consecutive cards to pick up to have a pair of matching cards, or -1 if it is impossible.
"""
last_seen = {}
min_length = float('inf')
for i, card in enumerate(cards):
if card in last_seen:
length = i - last_seen[card] + 1
min_length = min(min_length, length)
last_seen[card] = i
if min_length == float('inf'):
return -1
else:
return min_length