First Bad Version

You are a product manager and currently leading a team to develop a new product. Unfortunately, the latest version of your product fails the quality check. Since each version is developed based on the previous version, all the versions after a bad version are also bad.

Suppose you havenversions[1, 2, ..., n]and you want to find out the first bad one, which causes all the following ones to be bad.

You are given an APIbool isBadVersion(version)which will return whetherversionis bad. Implement a function to find the first bad version. You should minimize the number of calls to the API.

题目大意:

你是一名产品经理,正在领导团队开发一个新产品。不幸的是,产品的最新版本没有通过质量检测。由于每一个版本都是基于上一个版本开发的,某一个损坏的版本之后的所有版本全都是坏的。

假设有n个版本[1, 2, ..., n],你想要找出第一个损坏的版本,它导致所有后面的版本都坏掉了。

给你一个APIbool isBadVersion(version),返回某一个版本是否损坏。实现一个函数找出第一个损坏的版本。你应该最小化调用API的次数。

解题思路:

二分法(Binary Search),由于这题很有规律,好版本和坏版本一定有个边界,那么我们用二分法来找这个边界,对mid值调用API函数,如果是坏版本,说明边界在左边,则把mid-1赋值给right,如果是好版本,则说明边界在右边,则把mid+1赋给left,最后返回left即可。需要注意的是,OJ里有个坑,那就是如果left和right都特别大的话,那么left+right可能会溢出,我们的处理方法就是变成left + (right - left) / 2,很好的避免的溢出问题。

为什么最后返回left?

# The isBadVersion API is already defined for you.
# @param version, an integer
# @return a bool
# def isBadVersion(version):

class Solution(object):
    def firstBadVersion(self, n):
        """
        :type n: int
        :rtype: int
        """
        left, right = 1, n
        while left <= right:
            mid = (left + right) / 2
            if isBadVersion(mid):
                right = mid - 1
            else:
                left = mid + 1
        return left

二刷:

这道题有点像在array中找出和target相等的最小index那道题

因为start=mid,end=mid不会错过badversion,所以最后循环结束,start和end中至少有一个badversion

# The isBadVersion API is already defined for you.
# @param version, an integer
# @return a bool
# def isBadVersion(version):

class Solution(object):
    def firstBadVersion(self, n):
        """
        :type n: int
        :rtype: int
        """

        start, end = 1, n
        while start+1 < end:
            mid = (start+end)/2
            if isBadVersion(mid):
                end = mid
            else:
                start = mid
        if isBadVersion(start):
            return start
        return end

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