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hello-algo/codes/python/chapter_computational_compl.../leetcode_two_sum.py

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"""
File: leetcode_two_sum.py
Created Time: 2022-11-25
Author: Krahets (krahets@163.com)
"""
import sys, os.path as osp
sys.path.append(osp.dirname(osp.dirname(osp.abspath(__file__))))
from include import *
""" 方法一:暴力枚举 """
class SolutionBruteForce:
def twoSum(self, nums: List[int], target: int) -> List[int]:
# 两层循环,时间复杂度 O(n^2)
for i in range(len(nums) - 1):
for j in range(i + 1, len(nums)):
if nums[i] + nums[j] == target:
return i, j
return []
""" 方法二:辅助哈希表 """
class SolutionHashMap:
def twoSum(self, nums: List[int], target: int) -> List[int]:
# 辅助哈希表,空间复杂度 O(n)
dic = {}
# 单层循环,时间复杂度 O(n)
for i in range(len(nums)):
if target - nums[i] in dic:
return dic[target - nums[i]], i
dic[nums[i]] = i
return []
""" Driver Code """
if __name__ == '__main__':
# ======= Test Case =======
nums = [2,7,11,15]
target = 9
# ====== Driver Code ======
# 方法一
res = SolutionBruteForce().twoSum(nums, target)
print("方法一 res =", res)
# 方法二
res = SolutionHashMap().twoSum(nums, target)
print("方法二 res =", res)