# # Copyright (C) 2015-2017 FreeIPA Contributors see COPYING for license # from collections import deque class Graph: """ Simple oriented graph structure G = (V, E) where G is graph, V set of vertices and E list of edges. E = (tail, head) where tail and head are vertices """ def __init__(self): self.vertices = set() self.edges = [] self._adj = dict() def add_vertex(self, vertex): self.vertices.add(vertex) self._adj[vertex] = [] def add_edge(self, tail, head): if tail not in self.vertices: raise ValueError("tail is not a vertex") if head not in self.vertices: raise ValueError("head is not a vertex") self.edges.append((tail, head)) self._adj[tail].append(head) def remove_edge(self, tail, head): try: self.edges.remove((tail, head)) except KeyError: raise ValueError( "graph does not contain edge: ({0}, {1})".format(tail, head) ) self._adj[tail].remove(head) def remove_vertex(self, vertex): try: self.vertices.remove(vertex) except KeyError: raise ValueError( "graph does not contain vertex: {0}".format(vertex) ) # delete _adjacencies del self._adj[vertex] for adj in self._adj.values(): adj[:] = [v for v in adj if v != vertex] # delete edges self.edges = [ e for e in self.edges if vertex not in (e[0], e[1]) ] def get_tails(self, head): """ Get list of vertices where a vertex is on the right side of an edge """ return [e[0] for e in self.edges if e[1] == head] def get_heads(self, tail): """ Get list of vertices where a vertex is on the left side of an edge """ return [e[1] for e in self.edges if e[0] == tail] def bfs(self, start=None): """ Breadth-first search traversal of the graph from `start` vertex. Return a set of all visited vertices """ if not start: start = next(iter(self.vertices)) visited = set() queue = deque([start]) while queue: vertex = queue.popleft() if vertex not in visited: visited.add(vertex) queue.extend(set(self._adj.get(vertex, [])) - visited) return visited