Medium
Number of Nodes With Value One — Python
Full explanation · Time O(q + h) · Space O(q + h)
# Time: O(q + n)
# Space: O(n)
import collections
# bfs
class Solution(object):
def numberOfNodes(self, n, queries):
"""
:type n: int
:type queries: List[int]
:rtype: int
"""
def bfs():
result = 0
q = [(1, 0)]
while q:
new_q = []
for u, curr in q:
curr ^= cnt[u]%2
result += curr
for v in xrange(2*u, min(2*u+1, n)+1):
q.append((v, curr))
q = new_q
return result
cnt = collections.Counter(queries)
return bfs()
# Time: O(q + n)
# Space: O(q + logn)
import collections
# iterative dfs
class Solution2(object):
def numberOfNodes(self, n, queries):
"""
:type n: int
:type queries: List[int]
:rtype: int
"""
def iter_dfs():
result = 0
stk = [(1, 0)]
while stk:
u, curr = stk.pop()
curr ^= cnt[u]%2
result += curr
for v in reversed(xrange(2*u, min(2*u+1, n)+1)):
stk.append((v, curr))
return result
cnt = collections.Counter(queries)
return iter_dfs()
# Time: O(q + n)
# Space: O(q + logn)
import collections
# dfs
class Solution3(object):
def numberOfNodes(self, n, queries):
"""
:type n: int
:type queries: List[int]
:rtype: int
"""
def dfs(u, curr):
curr ^= cnt[u]%2
return curr+sum(dfs(v, curr) for v in xrange(2*u, min(2*u+1, n)+1))
cnt = collections.Counter(queries)
return dfs(1, 0)