Medium
Find Subtree Sizes After Changes — Python
Full explanation · Time O(n) · Space O(n)
# Time: O(n)
# Space: O(n)
# iterative dfs, hash table
class Solution(object):
def findSubtreeSizes(self, parent, s):
"""
:type parent: List[int]
:type s: str
:rtype: List[int]
"""
def iter_dfs():
lookup = [[] for _ in xrange(26)]
result = [1]*len(parent)
stk = [(1, 0)]
while stk:
step, u = stk.pop()
if step == 1:
lookup[ord(s[u])-ord('a')].append(u)
stk.append((2, u))
for v in reversed(adj[u]):
stk.append((1, v))
elif step == 2:
for v in adj[u]:
result[lookup[ord(s[v])-ord('a')][-1] if lookup[ord(s[v])-ord('a')] else u] += result[v]
lookup[ord(s[u])-ord('a')].pop()
return result
adj = [[] for _ in xrange(len(parent))]
for v, u in enumerate(parent):
if u != -1:
adj[u].append(v)
return iter_dfs()
# Time: O(n)
# Space: O(n)
# dfs, hash table
class Solution2(object):
def findSubtreeSizes(self, parent, s):
"""
:type parent: List[int]
:type s: str
:rtype: List[int]
"""
def dfs(u):
lookup[ord(s[u])-ord('a')].append(u)
for v in adj[u]:
dfs(v)
result[lookup[ord(s[v])-ord('a')][-1] if lookup[ord(s[v])-ord('a')] else u] += result[v]
lookup[ord(s[u])-ord('a')].pop()
adj = [[] for _ in xrange(len(parent))]
for v, u in enumerate(parent):
if u != -1:
adj[u].append(v)
lookup = [[] for _ in xrange(26)]
result = [1]*len(parent)
dfs(0)
return result