33. Search in Rotated Sorted Array

33. Search in Rotated Sorted Array

There is an integer array nums sorted in ascending order (with distinct values).

Prior to being passed to your function, nums is possibly rotated at an unknown pivot index k (1 <= k < nums.length) such that the resulting array is [nums[k], nums[k+1], ..., nums[n-1], nums[0], nums[1], ..., nums[k-1]] (0-indexed). For example, [0,1,2,4,5,6,7] might be rotated at pivot index 3 and become [4,5,6,7,0,1,2].

Given the array nums after the possible rotation and an integer target, return the index of target if it is in nums, or -1 if it is not in nums.

You must write an algorithm with O(log n) runtime complexity.

Example 1:

Input: nums = [4,5,6,7,0,1,2], target = 0
Output: 4

Example 2:

Input: nums = [4,5,6,7,0,1,2], target = 3
Output: -1

Example 3:

Input: nums = [1], target = 0
Output: -1

Constraints:

  • 1 <= nums.length <= 5000
  • -104 <= nums[i] <= 104
  • All values of nums are unique.
  • nums is an ascending array that is possibly rotated.
  • -104 <= target <= 104

 

class Solution:
    def search(self, nums: List[int], target: int) -> int:
        num = len(nums)
        left = 0
        right=len(nums) -1
        if num == 0:
            return -1
       
        while left <= right:
            middle = left + (right – left) //2
            print(middle)
            if nums[middle] == target:
                return middle
            # inflection point to the right. Left is strictly increasing
            if nums[middle]>= nums[left]:
                if nums[left] <= target < nums[middle]:
                    right = middle – 1
                else:
                    left = middle +1
            # inflection point to the left of me. Right is strictly increasing
            else:
                if nums[middle]< target <= nums[right]:
                    left = middle + 1
                else:
                    right = middle -1
            print(“————————“)
        return -1
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