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The Uber Grapher. This is a demonstration of one way to recursively traverse an arbitrary nested data structure that contains primitive types as well as inter-connected objects. I found that combining the two into a single solution had some subtle "gotchas", so I figured I'd release it just in case. Do keep in mind that the algorithm requires so…
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# The MIT License (MIT) | |
# Copyright (c) 2013 Peter M. Elias | |
# Permission is hereby granted, free of charge, to any person obtaining a copy | |
# of this software and associated documentation files (the "Software"), to deal | |
# in the Software without restriction, including without limitation the rights | |
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
# copies of the Software, and to permit persons to whom the Software is | |
# furnished to do so, subject to the following conditions: | |
# The above copyright notice and this permission notice shall be included in all | |
# copies or substantial portions of the Software. | |
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | |
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | |
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | |
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | |
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | |
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | |
# SOFTWARE | |
from pprint import pprint | |
from inspect import getmembers, ismethod | |
node = 0 | |
def next_node(): | |
global node | |
current = node | |
node += 1 | |
return current | |
def to_dict(o): | |
m = getmembers(o, lambda x: not ismethod(x)) | |
return dict([i for i in m if not i[0].startswith('_')]) | |
class Graphable(object): | |
pass | |
class Parent(Graphable): | |
def __init__(self): | |
self.node_number = next_node() | |
self.children = [Child(self), Child(self)] | |
self.friends = [] | |
def add_friend(self, parent): | |
self.friends.append(parent) | |
class Child(Graphable): | |
def __init__(self, parent): | |
self.node_number = next_node() | |
self.parent = parent | |
@property | |
def siblings(self): | |
return [c for c in self.parent.children if c is not self] | |
@property | |
def friends(self): | |
return [c for c in [p.children for p in self.parent.friends]] | |
def _step(): | |
raw_input('S >') | |
def walk(value, graph_max=None, _graph_path=[], _graph_current=0): | |
def _recur(v): | |
return walk(v, graph_max, _graph_path, _graph_current) | |
if isinstance(value, Graphable): | |
if graph_max and _graph_current >= graph_max: | |
return 'REC_MAX' | |
if _graph_path: | |
if len(_graph_path) >= 2 and value is _graph_path[-2]: | |
return 'REC_MAX' | |
elif value in _graph_path: | |
return walk(to_dict(value), graph_max=1, _graph_path=[]) | |
_graph_path.append(value) | |
_graph_current = _graph_current + 1 | |
value = to_dict(value) | |
if type(value) is dict: | |
d = {} | |
for k, v in value.iteritems(): | |
r = _recur(v) | |
if r == 'REC_MAX': | |
continue | |
d[k] = r | |
return d | |
if hasattr(value, '__iter__'): | |
l = [] | |
for v in value: | |
r = _recur(v) | |
if r == 'REC_MAX': | |
continue | |
l.append(r) | |
return l | |
return value | |
p = Parent() | |
p.add_friend(Parent()) | |
p.add_friend(Parent()) | |
test = { | |
'a_list': ['a', 'b', 'c', object], | |
'b_list': {'oh': 'no', 'spaghetti': object}, | |
'value': 'simple', | |
'people': p | |
} | |
pprint(walk(test)) |
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