Created
October 7, 2017 16:22
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Data structure for topN
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class topN(): | |
""" Implements an efficient data structure to return the top N elements | |
It increments the elements passed as parameter | |
""" | |
def __init__(self, N=10): | |
self.list = {} | |
self.N = N | |
self.topN = [] | |
def add(self, key): | |
if key in self.list: | |
self.list[key] += 1 | |
else: | |
self.list[key] = 1 | |
self._updateTop(key) | |
return | |
def top(self): | |
return self.topN | |
def _updateTop(self, key): | |
if key in self.topN: | |
for i in range(len(self.topN)): | |
if self.list[key] > self.list[self.topN[i]]: | |
posKey = self.topN.index(key) | |
self.topN[posKey], self.topN[i] = self.topN[i], self.topN[posKey] | |
break | |
else: | |
if len(self.topN) < self.N: | |
self.topN.append(key) | |
elif self.list[key] > self.list[self.topN[-1]]: | |
self.topN[-1] = key | |
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