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Kahn's topological sort in Clojure
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;; Copyright (c) Alan Dipert. All rights reserved. | |
;; The use and distribution terms for this software are covered by the | |
;; Eclipse Public License 1.0 (http://opensource.org/licenses/eclipse-1.0.php) | |
;; By using this software in any fashion, you are agreeing to be bound by | |
;; the terms of this license. | |
;; You must not remove this notice, or any other, from this software. | |
(ns alandipert.kahn | |
(:require [clojure.set :refer [difference union intersection]])) | |
(defn take-1 | |
"Returns the pair [element, s'] where s' is set s with element removed." | |
[s] {:pre [(not (empty? s))]} | |
(let [item (first s)] | |
[item (disj s item)])) | |
(defn no-incoming | |
"Returns the set of nodes in graph g for which there are no incoming | |
edges, where g is a map of nodes to sets of nodes." | |
[g] | |
(let [nodes (set (keys g)) | |
have-incoming (apply union (vals g))] | |
(difference nodes have-incoming))) | |
(defn normalize | |
"Returns g with empty outgoing edges added for nodes with incoming | |
edges only. Example: {:a #{:b}} => {:a #{:b}, :b #{}}" | |
[g] | |
(let [have-incoming (apply union (vals g))] | |
(reduce #(if (get % %2) % (assoc % %2 #{})) g have-incoming))) | |
(defn kahn-sort | |
"Proposes a topological sort for directed graph g using Kahn's | |
algorithm, where g is a map of nodes to sets of nodes. If g is | |
cyclic, returns nil." | |
([g] | |
(kahn-sort (normalize g) [] (no-incoming g))) | |
([g l s] | |
(if (empty? s) | |
(when (every? empty? (vals g)) l) | |
(let [[n s'] (take-1 s) | |
m (g n) | |
g' (reduce #(update-in % [n] disj %2) g m)] | |
(recur g' (conj l n) (union s' (intersection (no-incoming g') m))))))) | |
(comment | |
(def acyclic-g | |
{7 #{11 8} | |
5 #{11} | |
3 #{8 10} | |
11 #{2 9} | |
8 #{9}}) | |
(def cyclic-g | |
{7 #{11 8} | |
5 #{11} | |
3 #{8 10} | |
11 #{2 9} | |
8 #{9} | |
2 #{11}}) ;oops, a cycle! | |
(kahn-sort acyclic-g) ;=> [3 5 7 8 10 11 2 9] | |
(kahn-sort cyclic-g) ;=> nil | |
) |
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