Subvert the dominant paradigm

As a step towards implementing an experimental type inferencing or type checking system I have built a prolog interpreter in Church. The interpreter is based on the example in Peter Norvig’s book, “Paradigms of Artificial Intelligence Programming”.

As a first step I wrote the grammar for parsing prolog programs. Here is a sample ‘parent’ program describing parent and grandparent relationships between Debian derivatives:

parent(ubuntu,kubuntu).
parent(ubuntu,edubuntu).

parent(debian, ubuntu).

grandparent(X,Z) :- parent(X,Y), parent(Y,Z).

and here is the OMeta grammar for parsing prolog programs:

ometa prolog <: ometa {

comment = "/*" (~cnewline anything)* cnewline -> << '_comment >>,

ws = $  | $	,
wsnl = ws | cnewline,

prolog-top-levels = (comment | prolog-rule)*,

prolog-rule = wsnl* prolog-clause:rhead ws* (":-" ws* prolog-or:body -> << body >>)* ws* $. wsnl*  -> <<`[rule ,rhead ,body]>>,

prolog-or = listof("prolog-impl", ";"):e  wsnl* -> << `[or ,e] >>,
prolog-impl = wsnl* prolog-clause:a wsnl* "->" wsnl* prolog-or:b wsnl* -> << `[implies ,a ,b] >> | prolog-and,
prolog-and = wsnl* listof("prolog-expr", ","):e wsnl* -> << `[and ,e] >>,

prolog-clause = wsnl* prolog-name:name wsnl* prolog-arg-list:args wsnl* -> <<`[,name | ,args]>>,
prolog-arg-list = $( listof("prolog-expr", ","):args wsnl* $) wsnl* -> << args >>,

prolog-expr = wsnl* (
	         $[ wsnl* $] wsnl* -> << `[]>> |
	      	 $[ wsnl* listof("prolog-expr", ","):list-head ws* ($| wsnl* prolog-expr)*:list-tail wsnl* $] wsnl* -> << (append! list-head (if list-tail (first list-tail) nil)) >> |
	      	 $( wsnl* prolog-or:e wsnl* $) wsnl* -> << e >> |
		 prolog-clause:c wsnl* -> << c >> |
                 prolog-number |
                 prolog-variable:v wsnl* -> << v >>),

prolog-number = "-"*:sign digit+:d -> << (convert-number sign d)>>,

prolog-variable = (letter | digit | $_)+:l -> << (intern (coerce l 'string)) >>,

prolog-name = (letter | digit | $_)+:l -> << (intern (coerce l 'string)) >>  }

The core of prolog lies in the unification and backtracking algorithms.

Unification will try to match its two inputs or else bind a variable to the corresponding value:

unify x y bindings
	cond
		(eq? bindings prolog-fail) prolog-fail
		(eq? x y) bindings
		(eq? x '_) bindings
		(eq? y '_) bindings
		(variable-symbol? x) (unify-variable x y bindings)
		(variable-symbol? y) (unify-variable y x bindings)
		(and (cons? x) (cons? y)) (unify (rest x) (rest y) (unify (first x) (first y) bindings))
		true prolog-fail

unify-variable var x bindings
	cond
		(get-binding var bindings) (unify (lookup var bindings) x bindings)
		(and (variable-symbol? x) (get-binding x bindings)) (unify var (lookup x bindings) bindings)
		(and occurs-check? (occurs-check var x bindings)) prolog-fail
		true (extend-bindings var x bindings)

Backtracking is achieved by allowing each clause to provide multiple solutions and trying all of these possibilities:

prove-all pi:prolog-interpreter goals bindings
	cond
		(eq? bindings prolog-fail) nil
		(null? goals) (list bindings)
		true
			mapcan (fn goal1-solution
				prove-all pi (rest goals) goal1-solution
) (prove pi (first goals) bindings)

As a test I used this map coloring program from a prolog tutorial:

member(X,[X|_]).
member(X,[_|List]) :- member(X,List).

adjacent(X,Y,Map) :-  member([X,Y],Map) ; member([Y,X],Map). 

find_regions([],R,R).
find_regions([[X,Y]|S], R,A) :-
 (member(X,R) ->
  (member(Y,R) -> find_regions(S,R,A)     ; find_regions(S,[Y|R],A))  ;
  (member(Y,R) -> find_regions(S,[X|R],A) ; find_regions(S,[X,Y|R],A) )). 

color(Map,Colors,Coloring) :-
        find_regions(Map,[],Regions),
        color_all(Regions,Colors,Coloring),
        not(conflict(Map,Coloring)).
color_all([R|Rs],Colors,[[R,C]|A]) :-
        member(C,Colors),
        color_all(Rs,Colors,A).
color_all([],_,[]). 

conflict(Map,Coloring) :- member([R1,C],Coloring),
        member([R2,C],Coloring),
        adjacent(R1,R2,Map). 

map1([[1,2],[1,3],[1,4],[1,5],[2,3],[2,4],[3,4],[4,5]]).

which yields the following colourings:

"query"
[[map1 M] [color M [red green blue yellow] Coloring]]

M = [[1 2] [1 3] [1 4] [1 5] [2 3] [2 4] [3 4] [4 5]]
Coloring = [[5 red] [4 green] [3 red] [1 blue] [2 yellow]]
;
M = [[1 2] [1 3] [1 4] [1 5] [2 3] [2 4] [3 4] [4 5]]
Coloring = [[5 red] [4 green] [3 red] [1 yellow] [2 blue]]
...

You can browse the source files for the prolog interpreter here.

This entry was posted on Tuesday, November 24th, 2009 at 8:18 pm and is filed under Church. You can follow any responses to this entry through the RSS 2.0 feed. You can leave a response, or trackback from your own site.