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There are n gas stations along a circular route, where the amount of gas at the ith station is gas[i].

You have a car with an unlimited gas tank and it costs cost[i] of gas to travel from the ith station to its next (i + 1)th station. You begin the journey with an empty tank at one of the gas stations.

Given two integer arrays gas and cost, return the starting gas station's index if you can travel around the circuit once in the clockwise direction, otherwise return -1. If there exists a solution, it is guaranteed to be unique

Example 1:

Input: gas = [1,2,3,4,5], cost = [3,4,5,1,2] Output: 3 Explanation: Start at station 3 (index 3) and fill up with 4 unit of gas. Your tank = 0 + 4 = 4 Travel to station 4. Your tank = 4 - 1 + 5 = 8 Travel to station 0. Your tank = 8 - 2 + 1 = 7 Travel to station 1. Your tank = 7 - 3 + 2 = 6 Travel to station 2. Your tank = 6 - 4 + 3 = 5 Travel to station 3. The cost is 5. Your gas is just enough to travel back to station 3. Therefore, return 3 as the starting index.

Example 2:

Input: gas = [2,3,4], cost = [3,4,3] Output: -1 Explanation: You can't start at station 0 or 1, as there is not enough gas to travel to the next station. Let's start at station 2 and fill up with 4 unit of gas. Your tank = 0 + 4 = 4 Travel to station 0. Your tank = 4 - 3 + 2 = 3 Travel to station 1. Your tank = 3 - 3 + 3 = 3 You cannot travel back to station 2, as it requires 4 unit of gas but you only have 3. Therefore, you can't travel around the circuit once no matter where you start.

Constraints:

  • n == gas.length == cost.length
  • 1 <= n <= 105
  • 0 <= gas[i], cost[i] <= 104

Solution

class Solution:
    def canCompleteCircuit(self, gas: List[int], cost: List[int]) -> int:
        total_tank, curr_tank = 0, 0
        start_station = 0

        for i in range(len(gas)):
            total_tank += gas[i] - cost[i]
            curr_tank += gas[i] - cost[i]

            # If the current tank becomes negative, it means we cannot reach station i+1 from station start_station
            if curr_tank < 0:
                # So, we set the next station as the new starting point
                start_station = i + 1
                curr_tank = 0

        # After completing one loop, if the total gas is less than total cost, it is impossible to complete the circuit
        return start_station if total_tank >= 0 else -1

Thoughts

Needs review, was too sleepy

Time Complexity

O(n), where n is the number of gas stations. We iterate through the gas stations exactly once, performing a constant amount of work for each.

Space Complexity

O(1). We use a fixed amount of additional space for variables regardless of the input size.