defmodule Graph.Reducers.Dfs do @moduledoc false # This reducer traverses the graph using Depth-First Search. use Graph.Reducer @doc """ Performs a depth-first traversal of the graph, applying the provided mapping function to each new vertex encountered. NOTE: The algorithm will follow lower-weighted edges first. Returns a list of values returned from the mapper in the order they were encountered. ## Example iex> g = Graph.new |> Graph.add_vertices([1, 2, 3, 4]) ...> g = Graph.add_edges(g, [{1, 3}, {1, 4}, {3, 2}, {2, 4}]) ...> #{__MODULE__}.map(g, fn v -> v end) [1, 3, 2, 4] """ def map(g, fun) when is_function(fun, 1) do reduce(g, [], fn v, results -> {:next, [fun.(v) | results]} end) |> Enum.reverse() end @doc """ Performs a depth-first traversal of the graph, applying the provided reducer function to each new vertex encountered and the accumulator. NOTE: The algorithm will follow lower-weighted edges first. The result will be the state of the accumulator after the last reduction. ## Example iex> g = Graph.new |> Graph.add_vertices([1, 2, 3, 4]) ...> g = Graph.add_edges(g, [{1, 3}, {1, 4}, {3, 2}, {2, 4}]) ...> #{__MODULE__}.reduce(g, [], fn v, acc -> {:next, [v|acc]} end) [4, 2, 3, 1] iex> g = Graph.new |> Graph.add_vertices([1, 2, 3, 4, 5]) ...> g = Graph.add_edges(g, [{1, 3}, {1, 4}, {3, 2}, {2, 4}, {4, 5}]) ...> #{__MODULE__}.reduce(g, [], fn 5, acc -> {:skip, acc}; v, acc -> {:next, [v|acc]} end) [4, 2, 3, 1] iex> g = Graph.new |> Graph.add_vertices([1, 2, 3, 4, 5]) ...> g = Graph.add_edges(g, [{1, 3}, {1, 4}, {3, 2}, {2, 4}, {4, 5}]) ...> #{__MODULE__}.reduce(g, [], fn 4, acc -> {:halt, acc}; v, acc -> {:next, [v|acc]} end) [2, 3, 1] """ def reduce(%Graph{vertices: vs} = g, acc, fun) when is_function(fun, 2) do traverse(Map.keys(vs), g, MapSet.new(), fun, acc) end ## Private defp traverse([v_id | rest], %Graph{out_edges: oe, vertices: vs} = g, visited, fun, acc) do if MapSet.member?(visited, v_id) do traverse(rest, g, visited, fun, acc) else v = Map.get(vs, v_id) case fun.(v, acc) do {:next, acc2} -> visited = MapSet.put(visited, v_id) out = oe |> Map.get(v_id, MapSet.new()) |> MapSet.to_list() |> Enum.sort_by(fn id -> Graph.Utils.edge_weight(g, v_id, id) end) traverse(out ++ rest, g, visited, fun, acc2) {:skip, acc2} -> # Skip this vertex and it's out-neighbors visited = MapSet.put(visited, v_id) traverse(rest, g, visited, fun, acc2) {:halt, acc2} -> acc2 end end end defp traverse([], _g, _visited, _fun, acc) do acc end end