使用することも、使用するrecursion
こともできますiteration
。どちらでも構いません。ただし、ツリーを検索するには戦略が必要です。
グラフを通過するためのいくつかの戦略を次に示します。
主なアイデアは、同じノード/リーフを2回通過しないことです。これは、ツリーでは簡単ですが、coloring
グラフでは必要です。
パターンなど、使用できるデザイン パターンがいくつかあります。そのサブノードにアクセスするメソッドと、名前でノードを検索visitor
するメソッドを追加.visit()
します。TreeHierarchyClass
例:
# imagine we got this class
class TreeHierarchyClass(object):
def __init__(self, value):
self.children = []
self.value = value
if self.value == 13:
self.name = 'the lucky one.'
def add(self, value):
self.children.append(type(self)(value))
次の方法ですべてのノードにアクセスできます。
def visit(tree):
visited = set()
nonvisited = set()
nonvisited.update(tree.children)
while nonvisited:
item = nonvisited.pop()
# already seen
if item in visited:
continue
# mark item
visited.add(item)
yield item
# add children
nonvisited.update(item.children)
サンプルツリー構造を構築しましょう:
root = TreeHierarchyClass(0)
for i in range(10):
root.add(i)
for i in range(10):
root.children[1].add(i + 10)
それでは、いくつかのアイテムを見つけてみましょう。
def find(name):
for item in visit(root):
print 'checking item with value %d' % item.value,
if getattr(item, 'name', None) == name:
print '- found it.'
break
else:
print '- nope, keep searching.'
else:
print 'Sorry, not found.'
find('the lucky one.')
find('the lost one.')
この例では次のように出力されます。
>>> find('the lucky one.')
checking item with value 7 - nope, keep searching.
checking item with value 0 - nope, keep searching.
checking item with value 1 - nope, keep searching.
checking item with value 12 - nope, keep searching.
checking item with value 2 - nope, keep searching.
checking item with value 9 - nope, keep searching.
checking item with value 19 - nope, keep searching.
checking item with value 3 - nope, keep searching.
checking item with value 11 - nope, keep searching.
checking item with value 4 - nope, keep searching.
checking item with value 14 - nope, keep searching.
checking item with value 5 - nope, keep searching.
checking item with value 6 - nope, keep searching.
checking item with value 15 - nope, keep searching.
checking item with value 8 - nope, keep searching.
checking item with value 16 - nope, keep searching.
checking item with value 13 - found it.
>>> find('the lost one.')
checking item with value 7 - nope, keep searching.
checking item with value 0 - nope, keep searching.
checking item with value 1 - nope, keep searching.
checking item with value 12 - nope, keep searching.
checking item with value 2 - nope, keep searching.
checking item with value 9 - nope, keep searching.
checking item with value 19 - nope, keep searching.
checking item with value 3 - nope, keep searching.
checking item with value 11 - nope, keep searching.
checking item with value 4 - nope, keep searching.
checking item with value 14 - nope, keep searching.
checking item with value 5 - nope, keep searching.
checking item with value 6 - nope, keep searching.
checking item with value 15 - nope, keep searching.
checking item with value 8 - nope, keep searching.
checking item with value 16 - nope, keep searching.
checking item with value 13 - nope, keep searching.
checking item with value 17 - nope, keep searching.
checking item with value 10 - nope, keep searching.
checking item with value 18 - nope, keep searching.
Sorry, not found.