import string, random, pprint POOL_SIZE = 3; ITERATIONS = 1000; def generate_edges(node_count): """Generates a dict, where each node is available as a key, and each value is a set of all nodes connected to the key node. e.g. {'a':set(['b','c']),'b':set(['a','c']),'c':set(['a','b'])} is a fully connected unidirectional three-node graph. """ edges = {string.ascii_lowercase[i]: set() for i in range(node_count)} for i in range(node_count): for j in range(i+1,node_count): if bool(random.getrandbits(1)): i_char = string.ascii_lowercase[i] j_char = string.ascii_lowercase[j] edges[i_char].add(j_char) edges[j_char].add(i_char) return edges def check_inclusive_cycle(first_node, current_node, edges, traversed_nodes, remaining_nodes): """Depth-first recursive search to identify if a cycle exists that includes all nodes""" assert type(traversed_nodes) is set assert type(remaining_nodes) is set assert type(edges) is dict if not remaining_nodes: return first_node in edges[current_node] elif edges[current_node] <= traversed_nodes: return False else: for node in edges[current_node] - traversed_nodes: if check_inclusive_cycle(first_node, node, edges, traversed_nodes.union(current_node), remaining_nodes.difference(node)): return True return False results = [] for i in range(ITERATIONS): generated_edges = generate_edges(POOL_SIZE) beginning_node = next(iter(generated_edges)) pprint.pprint(generated_edges) result = check_inclusive_cycle(beginning_node, beginning_node, generated_edges, set(), set(generated_edges.keys()).difference(beginning_node)) results.append(result) print(result) print("{0} cycles found in {1} iterations.".format(sum(results), len(results)))
Run
Reset
Share
Import
Link
Embed
Language▼
English
中文
Python Fiddle
Python Cloud IDE
Follow @python_fiddle
Browser Version Not Supported
Due to Python Fiddle's reliance on advanced JavaScript techniques, older browsers might have problems running it correctly. Please download the latest version of your favourite browser.
Chrome 10+
Firefox 4+
Safari 5+
IE 10+
Let me try anyway!
url:
Go
Python Snippet
Stackoverflow Question