Created
January 14, 2019 13:38
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最低限のコード(正しく機能しない場合が多数)
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class Tree(object): | |
def __init__(self, label, left=None, right=None): | |
self.label = label | |
self.left = left | |
self.right = right | |
def __str__(self): | |
return str(self.label) | |
def get_dfs_label(t): | |
left_label = get_dfs_label(t.left) if t.left is not None else "" | |
right_label = get_dfs_label(t.right) if t.right is not None else "" | |
return "{}{}{}".format(t, left_label, right_label) | |
def print_tree(t): | |
if t is None: | |
return | |
print(t.label, end=" ") | |
print_tree(t.left) | |
print_tree(t.right) | |
from copy import deepcopy as copy | |
def get_all_complete_subtrees(t, ans): | |
ans.append(copy(t)) | |
if t.left is not None: | |
get_all_complete_subtrees(t.left, ans) | |
if t.right is not None: | |
get_all_complete_subtrees(t.right, ans) | |
return | |
from collections import Counter | |
def get_tree_signature(t): | |
scT = [] | |
feature_list = [] | |
get_all_complete_subtrees(t, scT) | |
for subt in scT: | |
feature_list.append(get_dfs_label(subt)) | |
counter = Counter(feature_list) | |
total = sum(counter.values(), 0.0) | |
for key in counter: | |
counter[key] /= total | |
return counter | |
t1 = Tree("I", Tree("F"), Tree("B", Tree("C", Tree("D", Tree("B", Tree("G")), Tree("B", Tree("G"))), Tree("D", Tree("B", Tree("G")))))) | |
t2 = Tree("L", Tree("F"), Tree("B", Tree("C", Tree("D", Tree("B", Tree("G")), Tree("B", Tree("G"))), Tree("D", Tree("B", Tree("G")))))) | |
sigT1 = get_tree_signature(t1) | |
sigT2 = get_tree_signature(t2) | |
print(sigT1) | |
""" | |
result: | |
Counter({'IFBCDBGBGDBG': 0.08333333333333333, | |
'F': 0.08333333333333333, | |
'BCDBGBGDBG': 0.08333333333333333, | |
'CDBGBGDBG': 0.08333333333333333, | |
'DBGBG': 0.08333333333333333, | |
'BG': 0.25, | |
'G': 0.25, | |
'DBG': 0.08333333333333333})""" |
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