Python [Leetcode 121]Best Time to Buy and Sell Stock

题目描述：

Say you have an array for which the ith element is the price of a given stock on day i.

If you were only permitted to complete at most one transaction (ie, buy one and sell one share of the stock), design an algorithm to find the maximum profit.

Example 1:

Input: [7, 1, 5, 3, 6, 4]
Output: 5

max. difference = 6-1 = 5 (not 7-1 = 6, as selling price needs to be larger than buying price)

Example 2:

Input: [7, 6, 4, 3, 1]
Output: 0

In this case, no transaction is done, i.e. max profit = 0.

解题思路：

动态规划，记录最小值的那个值

代码如下：

class Solution(object):
    def maxProfit(self, prices):
        """
        :type prices: List[int]
        :rtype: int
        """
        if len(prices) == 0:
            return 0

        maxProfit = 0
        minPrice  = prices[0]
        
        for i in range(len(prices)):
            if prices[i] < minPrice:
                minPrice = prices[i]
            if prices[i] - minPrice > maxProfit:
                maxProfit = prices[i] - minPrice

        return maxProfit