Solving Leetcode Interviews in Seconds with AI: Minimum Number of Operations to Convert Time
Introduction
In this blog post, we will explore how to solve the LeetCode problem "2224" 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 two strings current and correct representing two 24-hour times. 24-hour times are formatted as "HH:MM", where HH is between 00 and 23, and MM is between 00 and 59. The earliest 24-hour time is 00:00, and the latest is 23:59. In one operation you can increase the time current by 1, 5, 15, or 60 minutes. You can perform this operation any number of times. Return the minimum number of operations needed to convert current to correct. Example 1: Input: current = "02:30", correct = "04:35" Output: 3 Explanation: We can convert current to correct in 3 operations as follows: - Add 60 minutes to current. current becomes "03:30". - Add 60 minutes to current. current becomes "04:30". - Add 5 minutes to current. current becomes "04:35". It can be proven that it is not possible to convert current to correct in fewer than 3 operations. Example 2: Input: current = "11:00", correct = "11:01" Output: 1 Explanation: We only have to add one minute to current, so the minimum number of operations needed is 1. Constraints: current and correct are in the format "HH:MM" current <= correct
Explanation
Here's the solution:
- Convert to Minutes: Convert both the current and correct times into total minutes from the start of the day (00:00). This simplifies the time difference calculation.
- Greedy Approach: Use a greedy approach to reduce the difference in minutes. Start with the largest possible increment (60 minutes) and work downwards (15, 5, 1). Divide the remaining difference by the increment and add the quotient to the operation count. Update the remaining difference with the remainder.
Iterative Reduction: Repeat the greedy reduction process until the time difference is zero.
Runtime Complexity: O(1), since the number of operations is constant. Storage Complexity: O(1).
Code
def convertTime(current: str, correct: str) -> int:
current_hour, current_minute = map(int, current.split(':'))
correct_hour, correct_minute = map(int, correct.split(':'))
current_total_minutes = current_hour * 60 + current_minute
correct_total_minutes = correct_hour * 60 + correct_minute
diff = correct_total_minutes - current_total_minutes
operations = 0
increments = [60, 15, 5, 1]
for increment in increments:
operations += diff // increment
diff %= increment
return operations