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1cbbd5fe1a
* feat: Add Breadth First Search (graph algorithm) * feat: Add Depth First Search (graph algorithm)
40 lines
859 B
Python
40 lines
859 B
Python
"""pseudo-code"""
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"""
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BFS(graph G, start vertex s):
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// all nodes initially unexplored
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mark s as explored
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let Q = queue data structure, initialized with s
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while Q is non-empty:
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remove the first node of Q, call it v
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for each edge(v, w): // for w in graph[v]
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if w unexplored:
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mark w as explored
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add w to Q (at the end)
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"""
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import collections
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def bfs(graph, start):
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explored, queue = set(), [start] # collections.deque([start])
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explored.add(start)
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while queue:
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v = queue.pop(0) # queue.popleft()
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for w in graph[v]:
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if w not in explored:
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explored.add(w)
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queue.append(w)
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return explored
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G = {'A': ['B', 'C'],
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'B': ['A', 'D', 'E'],
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'C': ['A', 'F'],
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'D': ['B'],
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'E': ['B', 'F'],
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'F': ['C', 'E']}
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print(bfs(G, 'A'))
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