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March 28, 2011 21:08
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;;;; Translation of Peter Norvig's sudoku solver to idiomatic Clojure | |
;;;; See http://norvig.com/sudoku.html | |
;;;; | |
;;;; Throughout this program we have: | |
;;;; r is a row, e.g. :a | |
;;;; c is a column, e.g. 3 | |
;;;; s is a square, e.g. [:a 3] | |
;;;; d is a digit, e.g. 9 | |
;;;; u is a unit, e.g. [[:a 1] [:b 1] [:c 1] ... [:i 1]] | |
;;;; grid is a grid, e.g. 81 non-blank chars, e.g. starting with ".18...7..." | |
;;;; values is a map of possible values, e.g. {[:a 1] #{1 2 3 9} [:a 2] #{8}} | |
(ns user | |
(:use [clojure.string :only [join trim]])) | |
(def digits (set (range 1 10))) | |
(def rows [:a :b :c :d :e :f :g :h :i]) | |
(def cols (range 1 10)) | |
(def squares (for [r rows c cols] [r c])) | |
(def unitlist (concat (for [c cols] (for [r rows] [r c])) | |
(for [r rows] (for [c cols] [r c])) | |
(for [rs (partition 3 rows) cs (partition 3 cols)] | |
(for [r rs c cs] [r c])))) | |
(def units (into {} (for [s squares] | |
[s (for [u unitlist :when (some #{s} u)] u)]))) | |
(def peers (into {} (for [s squares] | |
[s (-> (reduce into #{} (units s)) (disj s))]))) | |
(declare reduce-true assign eliminate) | |
;;; Unit Tests ;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; | |
(defn unit-tests | |
"A set of tests that must pass" | |
;; NB: Tests normally go in separate files and and use clojure.test | |
[] | |
(assert (= 81 (count squares))) | |
(assert (= 27 (count unitlist))) | |
(assert (every? #(= 3 (count (units %))) squares)) | |
(assert (every? #(= 20 (count (peers %))) squares)) | |
(assert (= (units [:c 2]) | |
[[[:a 2] [:b 2] [:c 2] [:d 2] [:e 2] [:f 2] [:g 2] [:h 2] [:i 2]] | |
[[:c 1] [:c 2] [:c 3] [:c 4] [:c 5] [:c 6] [:c 7] [:c 8] [:c 9]] | |
[[:a 1] [:a 2] [:a 3] [:b 1] [:b 2] [:b 3] [:c 1] [:c 2] [:c 3]]])) | |
(assert (= (peers [:c 2]) | |
#{[:a 2] [:b 2] [:d 2] [:e 2] [:f 2] [:g 2] [:h 2] [:i 2] | |
[:c 1] [:c 3] [:c 4] [:c 5] [:c 6] [:c 7] [:c 8] [:c 9] | |
[:a 1] [:a 3] [:b 1] [:b 3]})) | |
:passed) | |
;;; Parse a Grid ;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; | |
(defn grid-values | |
"Convert grid into a map of {square: digit}, with nil for empties" | |
[grid] | |
(zipmap squares (for [c grid :when (or (Character/isDigit c) (= \. c))] | |
(when-not (#{\0 \.} c) | |
(Character/digit c 10))))) | |
(defn parse-grid | |
"Convert grid to a map of possible values, {square: digits}. Return false | |
on contradiction" | |
[grid] | |
(reduce-true | |
(fn [values [s d]] (assign values s d)) | |
(into {} (for [s squares] [s digits])) ;to start, any square can be any digit | |
(remove (comp nil? val) (grid-values grid)))) | |
;;; Constraint Propagation ;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; | |
(defn assign | |
"Whittle down the square at s to digit d by eliminating every digit | |
except d from the square, and doing constraint propogation. Returns | |
false if a contradiction results" | |
[values s d] | |
(reduce-true #(eliminate %1 s %2) | |
values | |
(disj (values s) d))) | |
(defn eliminate | |
"Eliminate digit d from square s and do any appropriate constraint | |
propogation" | |
[values s d] | |
(if-not ((values s) d) | |
values ;already eliminated | |
(when-not (= #{d} (values s)) ;can't remove last value | |
(let [values (update-in values [s] disj d) | |
values (if (= 1 (count (values s))) | |
;; Only one digit left, eliminate it from peers | |
(reduce-true #(eliminate %1 %2 (first (%1 s))) | |
values | |
(peers s)) | |
values)] | |
(reduce-true | |
(fn [values u] | |
(let [dplaces (for [s u :when ((values s) d)] s)] | |
(when-not (zero? (count dplaces)) ;must be a place for this value | |
(if (= 1 (count dplaces)) | |
;; Only one spot remaining for d in a unit -- assign it | |
(assign values (first dplaces) d) | |
values)))) | |
values | |
(units s)))))) | |
;;; Display as 2D Grid ;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; | |
(defn display | |
"Display values as a 2D grid" | |
[values] | |
(let [width (inc (apply max (map (comp count values) squares))) | |
line (join \+ (repeat 3 (join (repeat (* 3 width) \-))))] | |
(doseq [r rows] | |
(println (join (for [c cols] | |
(format (str "%-" width "s%s") | |
(join (values [r c])) | |
(if (#{3 6} c) "|" ""))))) | |
(when (#{:c :f} r) (println line))))) | |
;;; Search ;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; | |
(defn search | |
"Using depth-first search and propagation, try all possible values" | |
[values] | |
(when values | |
(let [scount (comp count values)] ;digits remaining | |
(if (every? #(= 1 (scount %)) squares) | |
values ;solved! | |
(let [s (apply min-key scount (filter #(< 1 (scount %)) squares))] | |
(some identity (for [d (values s)] | |
(search (assign values s d))))))))) | |
(defn solve [grid] (-> grid parse-grid search)) | |
;;; Utilities ;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; | |
(defn- reduce-true | |
"Like reduce but short-circuits upon logical false" | |
[f val coll] | |
(when val | |
(loop [val val, coll coll] | |
(if (empty? coll) | |
val | |
(when-let [val* (f val (first coll))] | |
(recur val* (rest coll))))))) | |
(defn sum [xs] (reduce + xs)) | |
(defn transpose [xs] (apply map vector xs)) | |
(defn from-file | |
([file] (from-file file "\n")) | |
([file sep] (-> file slurp trim (.split sep)))) | |
;;; System Test ;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; | |
(defn solved? | |
"A puzzle is solved if each unit is a permutation of the digits 1 to 9" | |
[values] | |
(and values (every? #(= (sort digits) (sort (mapcat values %))) unitlist))) | |
(defmacro time* | |
"Evaluates expr and returns [value time-in-seconds]" | |
[expr] | |
`(let [start# (System/nanoTime) | |
ret# ~expr] | |
[ret# (/ (double (- (System/nanoTime) start#)) 1000000000.0)])) | |
(defn solve-all | |
"Attempt to solve a sequence of grids. Report a summary of results." | |
[grids name] | |
(let [[results times] (transpose (map #(-> % solve solved? time*) grids)) | |
solved (count (filter true? results)) | |
n (count grids)] | |
(when (< 1 n) | |
(println | |
(format | |
"Solved %d of %d %s puzzles (avg %.2f secs (%.0f Hz), max %.2f secs)." | |
solved n name (/ (sum times) n) (/ n (sum times)) (apply max times)))))) | |
(defn random-puzzle | |
"Make a random puzzle with N or more assignments. Restart on contradictions." | |
([] (random-puzzle 17)) | |
([n] | |
(let [done? (fn [values] | |
(let [ds (apply concat (filter #(= 1 (count %)) (vals values)))] | |
(and (<= n (count ds)) (<= 8 (count (distinct ds)))))) | |
steps (reductions #(assign %1 %2 (-> %2 %1 seq rand-nth)) | |
(into {} (for [s squares] [s digits])) | |
(shuffle squares)) | |
values (first (filter #(or (not %) (done? %)) steps))] | |
(if (nil? values) | |
(recur n) ;contradiction - retry | |
(join (for [ds (map values squares)] | |
(if (next ds) \. (first ds)))))))) | |
(def grid1 "003020600900305001001806400008102900700000008006708200002609500800203009005010300") | |
(def grid2 "4.....8.5.3..........7......2.....6.....8.4......1.......6.3.7.5..2.....1.4......") | |
(def hard1 ".....6....59.....82....8....45........3........6..3.54...325..6..................") | |
(def data-dir "/Users/tin/src/clj/playground/") | |
;; Expected to be run at the REPL | |
(defn run [] | |
(unit-tests) | |
(solve-all (from-file (str data-dir "easy50.txt") "========") "easy") | |
(solve-all (from-file (str data-dir "top95.txt")) "hard") | |
(solve-all (from-file (str data-dir "hardest.txt")) "hardest") | |
(solve-all (repeatedly 99 random-puzzle) "random")) | |
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