Python/data_structures/binary tree/fenwick_tree.py

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2018-10-19 12:48:28 +00:00
from __future__ import print_function
class FenwickTree:
def __init__(self, SIZE): # create fenwick tree with size SIZE
self.Size = SIZE
self.ft = [0 for i in range (0,SIZE)]
def update(self, i, val): # update data (adding) in index i in O(lg N)
while (i < self.Size):
self.ft[i] += val
i += i & (-i)
def query(self, i): # query cumulative data from index 0 to i in O(lg N)
ret = 0
while (i > 0):
ret += self.ft[i]
i -= i & (-i)
return ret
if __name__ == '__main__':
f = FenwickTree(100)
f.update(1,20)
f.update(4,4)
print (f.query(1))
print (f.query(3))
print (f.query(4))
f.update(2,-5)
print (f.query(1))
print (f.query(3))