702. Search in a Sorted Array of Unknown Size
Given an integer array sorted in ascending order, write a function to search target in nums. If target exists, then return its index, otherwise return -1. However, the array size is unknown to you. You may only access the array using an ArrayReader interface, where ArrayReader.get(k) returns the element of the array at index k (0-indexed).
You may assume all integers in the array are less than 10000, and if you access the array out of bounds, ArrayReader.get will return 2147483647.
Example 1:
Input: array = [-1,0,3,5,9,12], target = 9
Output: 4
Explanation: 9 exists in nums and its index is 4
Example 2:
Input: array = [-1,0,3,5,9,12], target = 2
Output: -1
Explanation: 2 does not exist in nums so return -1
Constraints:
- You may assume that all elements in the array are unique.
- The value of each element in the array will be in the range [-9999, 9999].
- The length of the array will be in the range [1, 10^4].
Solution
Time complexity : O(log(n))
Space complexity : O(1)
/**
* // This is the ArrayReader's API interface.
* // You should not implement it, or speculate about its implementation
* class ArrayReader {
* public:
* int get(int index);
* };
*/
class Solution {
public:
int search(const ArrayReader& reader, int target) {
int l = 0, r = 1;
while (reader.get(r) < target) {
l = r;
r <<= 1;
}
printf("r = %d\n", r);
while (l < r) {
int mid = (l+r)>>1;
int res = reader.get(mid);
if (res == target)
return mid;
if (target < res)
r = mid;
else l = mid+1;
}
return reader.get(l) == target ? l : -1;
}
};
流程:找出target範圍 → binary search尋找target。
找出target範圍:window往右移,長度以2的指數成長,直到右界限值大於target。
binary search尋找target:根據上一步找出的範圍,用binary search的方式,找出target。