From 0d19edbcb3baa4b2a21362977246a848aabce1ee Mon Sep 17 00:00:00 2001 From: Anshul Malik Date: Tue, 5 Jun 2018 21:39:16 +0530 Subject: [PATCH] refactor-segment-tree --- data_structures/Binary Tree/SegmentTree.py | 62 ++++++++++++---------- 1 file changed, 34 insertions(+), 28 deletions(-) diff --git a/data_structures/Binary Tree/SegmentTree.py b/data_structures/Binary Tree/SegmentTree.py index a3b128c9d..001bf999f 100644 --- a/data_structures/Binary Tree/SegmentTree.py +++ b/data_structures/Binary Tree/SegmentTree.py @@ -3,63 +3,69 @@ import math class SegmentTree: - def __init__(self, N): - self.N = N - self.st = [0 for i in range(0,4*N)] # approximate the overall size of segment tree with array N + def __init__(self, A): + self.N = len(A) + self.st = [0] * (4 * self.N) # approximate the overall size of segment tree with array N + self.build(1, 0, self.N - 1) def left(self, idx): - return idx*2 + return idx * 2 def right(self, idx): - return idx*2 + 1 + return idx * 2 + 1 - def build(self, idx, l, r, A): - if l==r: - self.st[idx] = A[l-1] - else : - mid = (l+r)//2 - self.build(self.left(idx),l,mid, A) - self.build(self.right(idx),mid+1,r, A) + def build(self, idx, l, r): + if l == r: + self.st[idx] = A[l] + else: + mid = (l + r) // 2 + self.build(self.left(idx), l, mid) + self.build(self.right(idx), mid + 1, r) self.st[idx] = max(self.st[self.left(idx)] , self.st[self.right(idx)]) - def update(self, idx, l, r, a, b, val): # update(1, 1, N, a, b, v) for update val v to [a,b] + def update(self, a, b, val): + return self.update_recursive(1, 0, self.N - 1, a - 1, b - 1, val) + + def update_recursive(self, idx, l, r, a, b, val): # update(1, 1, N, a, b, v) for update val v to [a,b] if r < a or l > b: return True if l == r : self.st[idx] = val return True mid = (l+r)//2 - self.update(self.left(idx),l,mid,a,b,val) - self.update(self.right(idx),mid+1,r,a,b,val) + self.update_recursive(self.left(idx), l, mid, a, b, val) + self.update_recursive(self.right(idx), mid+1, r, a, b, val) self.st[idx] = max(self.st[self.left(idx)] , self.st[self.right(idx)]) return True - def query(self, idx, l, r, a, b): #query(1, 1, N, a, b) for query max of [a,b] + def query(self, a, b): + return self.query_recursive(1, 0, self.N - 1, a - 1, b - 1) + + def query_recursive(self, idx, l, r, a, b): #query(1, 1, N, a, b) for query max of [a,b] if r < a or l > b: return -math.inf if l >= a and r <= b: return self.st[idx] mid = (l+r)//2 - q1 = self.query(self.left(idx),l,mid,a,b) - q2 = self.query(self.right(idx),mid+1,r,a,b) - return max(q1,q2) + q1 = self.query_recursive(self.left(idx), l, mid, a, b) + q2 = self.query_recursive(self.right(idx), mid + 1, r, a, b) + return max(q1, q2) def showData(self): showList = [] for i in range(1,N+1): - showList += [self.query(1, 1, self.N, i, i)] + showList += [self.query(i, i)] print (showList) if __name__ == '__main__': A = [1,2,-4,7,3,-5,6,11,-20,9,14,15,5,2,-8] N = 15 - segt = SegmentTree(N) - segt.build(1,1,N,A) - print (segt.query(1,1,N,4,6)) - print (segt.query(1,1,N,7,11)) - print (segt.query(1,1,N,7,12)) - segt.update(1,1,N,1,3,111) - print (segt.query(1,1,N,1,15)) - segt.update(1,1,N,7,8,235) + segt = SegmentTree(A) + print (segt.query(4, 6)) + print (segt.query(7, 11)) + print (segt.query(7, 12)) + segt.update(1,3,111) + print (segt.query(1, 15)) + segt.update(7,8,235) segt.showData()