update graphs/breadth_first_search.py (#3908)

* update graphs/breadth_first_search.py

- update naming style to snake_case
- add type hints

* add doctests
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Lewis Tian 2020-12-09 17:21:46 +08:00 committed by GitHub
parent c359768e25
commit c39be1d8b8
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@ -2,24 +2,52 @@
""" Author: OMKAR PATHAK """ """ Author: OMKAR PATHAK """
from typing import Set
class Graph: class Graph:
def __init__(self): def __init__(self) -> None:
self.vertices = {} self.vertices = {}
def printGraph(self): def print_graph(self) -> None:
"""prints adjacency list representation of graaph""" """
for i in self.vertices.keys(): prints adjacency list representation of graaph
>>> g = Graph()
>>> g.print_graph()
>>> g.add_edge(0, 1)
>>> g.print_graph()
0 : 1
"""
for i in self.vertices:
print(i, " : ", " -> ".join([str(j) for j in self.vertices[i]])) print(i, " : ", " -> ".join([str(j) for j in self.vertices[i]]))
def addEdge(self, fromVertex, toVertex): def add_edge(self, from_vertex: int, to_vertex: int) -> None:
"""adding the edge between two vertices""" """
if fromVertex in self.vertices.keys(): adding the edge between two vertices
self.vertices[fromVertex].append(toVertex) >>> g = Graph()
>>> g.print_graph()
>>> g.add_edge(0, 1)
>>> g.print_graph()
0 : 1
"""
if from_vertex in self.vertices:
self.vertices[from_vertex].append(to_vertex)
else: else:
self.vertices[fromVertex] = [toVertex] self.vertices[from_vertex] = [to_vertex]
def BFS(self, startVertex): def bfs(self, start_vertex: int) -> Set[int]:
"""
>>> g = Graph()
>>> g.add_edge(0, 1)
>>> g.add_edge(0, 1)
>>> g.add_edge(0, 2)
>>> g.add_edge(1, 2)
>>> g.add_edge(2, 0)
>>> g.add_edge(2, 3)
>>> g.add_edge(3, 3)
>>> sorted(g.bfs(2))
[0, 1, 2, 3]
"""
# initialize set for storing already visited vertices # initialize set for storing already visited vertices
visited = set() visited = set()
@ -27,8 +55,8 @@ class Graph:
queue = [] queue = []
# mark the source node as visited and enqueue it # mark the source node as visited and enqueue it
visited.add(startVertex) visited.add(start_vertex)
queue.append(startVertex) queue.append(start_vertex)
while queue: while queue:
vertex = queue.pop(0) vertex = queue.pop(0)
@ -42,18 +70,22 @@ class Graph:
if __name__ == "__main__": if __name__ == "__main__":
g = Graph() from doctest import testmod
g.addEdge(0, 1)
g.addEdge(0, 2)
g.addEdge(1, 2)
g.addEdge(2, 0)
g.addEdge(2, 3)
g.addEdge(3, 3)
g.printGraph() testmod(verbose=True)
g = Graph()
g.add_edge(0, 1)
g.add_edge(0, 2)
g.add_edge(1, 2)
g.add_edge(2, 0)
g.add_edge(2, 3)
g.add_edge(3, 3)
g.print_graph()
# 0 : 1 -> 2 # 0 : 1 -> 2
# 1 : 2 # 1 : 2
# 2 : 0 -> 3 # 2 : 0 -> 3
# 3 : 3 # 3 : 3
assert sorted(g.BFS(2)) == [0, 1, 2, 3] assert sorted(g.bfs(2)) == [0, 1, 2, 3]