TheAlgorithms-Ruby/data_structures/graphs/bfs.rb

65 lines
1.8 KiB
Ruby

require 'set'
##
# This class represents the result of a breadth-first search performed on an unweighted graph.
#
# It exposes:
# - the set of visited nodes
# - a hash of distances by node from the search root node
# (only for visited nodes, 0 for the search root node);
# - a hash of parent nodes by node
# (only for visited nodes, nil for the search root node).
class GraphBfsResult
attr_reader :visited
attr_reader :parents
attr_reader :distances
def initialize(visited, parents, distances)
@visited = visited
@parents = parents
@distances = distances
end
end
##
# Performs a breadth-first search for the provided graph, starting at the given node.
# Returns the search result (see GraphBfsResult).
# Nodes are consumed using the provided consumers upon being first seen, or being completely visited
# (nothing, by default).
#
# The algorithm has a time complexity of O(|V| + |E|), where:
# - |V| is the number of nodes in the graph;
# - |E| is the number of edges in the graph.
def bfs(graph, start_node, seen_node_consumer: method(:do_nothing_on_node), visited_node_consumer: method(:do_nothing_on_node))
seen = Set[]
visited = Set[]
parents = { start_node => nil }
distances = { start_node => 0 }
seen.add(start_node)
seen_node_consumer.call(start_node)
q = Queue.new
q.push(start_node)
until q.empty?
node = q.pop
for neighbor in graph.neighbors(node)
unless seen.include?(neighbor)
seen.add(neighbor)
distances[neighbor] = distances[node] + 1
parents[neighbor] = node
seen_node_consumer.call(neighbor)
q.push(neighbor)
end
end
visited.add(node)
visited_node_consumer.call(node)
end
GraphBfsResult.new(visited, parents, distances)
end
private
def do_nothing_on_node(node)
end