parent
08b771c863
commit
08fac51bf4
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class MedianFinder:
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def __init__(self):
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self.maxHeap = []
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self.minHeap = []
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def addNum(self, num: int) -> None:
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if not self.maxHeap or num <= -self.maxHeap[0]:
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heapq.heappush(self.maxHeap, -num)
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else:
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heapq.heappush(self.minHeap, num)
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# Balance two heaps s.t.
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# |maxHeap| >= |minHeap| and |maxHeap| - |minHeap| <= 1
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if len(self.maxHeap) < len(self.minHeap):
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heapq.heappush(self.maxHeap, -heapq.heappop(self.minHeap))
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elif len(self.maxHeap) - len(self.minHeap) > 1:
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heapq.heappush(self.minHeap, -heapq.heappop(self.maxHeap))
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def findMedian(self) -> float:
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if len(self.maxHeap) == len(self.minHeap):
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return (-self.maxHeap[0] + self.minHeap[0]) / 2.0
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return -self.maxHeap[0]
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