Created
August 24, 2019 09:12
-
-
Save codefever/ef37cc8eaccb5f9797a1a34bab22342b to your computer and use it in GitHub Desktop.
SegmentTree in python
This file contains hidden or 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
#!/usr/bin/env python | |
# Inspired by: https://www.youtube.com/watch?v=Oq2E2yGadnU | |
# What i did was moving the first index to 0. | |
class SegmentTree(object): | |
def __init__(self, data): | |
n = len(data) | |
self.offset = n - 1 | |
self.nodes = [0 for _ in range(n * 2 - 1)] | |
for i in range(n): | |
self.nodes[self.offset + i] = data[i] | |
for i in range(self.offset-1, -1, -1): | |
self.nodes[i] = self.nodes[i*2+1] + self.nodes[i*2+2] | |
def get_sum(self, left, right): | |
# [left, right) | |
left += self.offset | |
right += self.offset | |
ret = 0 | |
while left < right: | |
if left & 1 == 0: # on right child | |
ret += self.nodes[left] | |
left += 1 | |
if right & 1 == 0: # on right child | |
right -= 1 | |
ret += self.nodes[right] | |
left //= 2 | |
right //= 2 | |
return ret | |
import random | |
N = 100 | |
nums = [i for i in range(N)] | |
for _ in range(1000): | |
random.shuffle(nums) | |
t = SegmentTree(nums) | |
for i in range(N): | |
for j in range(i+1, N): | |
a = t.get_sum(i,j) | |
b = sum(nums[i:j]) | |
assert a==b, '%d!=%d, %s %s %s'%(a, b, nums, i, j) | |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment