Created
August 4, 2019 12:25
-
-
Save onemouth/4bc2fa52650ee8be4c6f4555d55e7bee to your computer and use it in GitHub Desktop.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
class MedianFinder: | |
def __init__(self): | |
""" | |
initialize your data structure here. | |
""" | |
self.minHeap = [] | |
self.maxHeap = [] | |
def addNum(self, num: int) -> None: | |
if len(self.maxHeap) == 0: | |
self.maxHeap.append(-num) | |
return | |
biggerThanMaxHeap = num > -self.maxHeap[0] | |
if biggerThanMaxHeap: | |
heapq.heappush(self.minHeap, num) | |
else: | |
heapq.heappush(self.maxHeap, -num) | |
while len(self.maxHeap) - len(self.minHeap) > 1: | |
ele = heapq.heappop(self.maxHeap) | |
heapq.heappush(self.minHeap, -ele) | |
while len(self.minHeap) - len(self.maxHeap) > 1: | |
ele = heapq.heappop(self.minHeap) | |
heapq.heappush(self.maxHeap, -ele) | |
def findMedian(self) -> float: | |
if len(self.minHeap) == len(self.maxHeap): | |
return (self.minHeap[0] - self.maxHeap[0]) / 2 | |
if len(self.minHeap) > len(self.maxHeap): | |
return self.minHeap[0] | |
else: | |
return -self.maxHeap[0] | |
# Your MedianFinder object will be instantiated and called as such: | |
# obj = MedianFinder() | |
# obj.addNum(num) | |
# param_2 = obj.findMedian() |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment