% SPDX-License-Identifier: LicenseRef-Sovereign-Leviathan-SL-AGPL3-001 % CLONE_GATE: lattice_kernel_picat % % lattice_kernel.pi — Relational Lattice Kernel (Picat) % % Functional-logic port of the mu_kanren / Prolog relational kernel. % Picat combines logic programming (backtracking, unification, tabling) % with functional programming and constraint solving (cp, sat, smt modules). % % Run: picat lattice_kernel.pi % % Sections: % 1. List relations (logic mode) % 2. Peano arithmetic (logic + tabled) % 3. Full adder (logic + cp) % 4. Relational interpreter (evalo stub) % 5. SMT stub % 6. EDB / path / reachability % 7. FSM relations % 8. Refinement lattice % 9. Demo / smoke tests import cp. % ============================================================ % 1. LIST RELATIONS % ============================================================ index (+, -, -) % conso(A,D,P) conso(A, D, P) => P = [A|D]. index (+) nullo(X) => X = []. listo([]). listo([_|D]) => listo(D). appendo([], S, S). appendo([A|D], S, [A|R]) => appendo(D, S, R). membero(X, [X|_]). membero(X, [_|T]) => membero(X, T). rembero(_, [], []). rembero(X, [X|D], D) => true. rembero(X, [A|D], [A|R]) => X != A, rembero(X, D, R). reverseo(L, O) => rev_acco(L, [], O). rev_acco([], Acc, Acc). rev_acco([A|D], Acc, O) => rev_acco(D, [A|Acc], O). lengtho([], 0). lengtho([_|D], N) => lengtho(D, N1), N = N1 + 1. distincto([]). distincto([A|D]) => not membero(A, D), distincto(D). % ============================================================ % 2. PEANO ARITHMETIC (tabled for termination) % ============================================================ :- table addo/3. addo(z, Y, Y). addo(s(X), Y, s(Z)) => addo(X, Y, Z). :- table mulo/3. mulo(z, _, z). mulo(s(X), Y, Z) => mulo(X, Y, Z1), addo(Y, Z1, Z). :- table leq_nato/2. leq_nato(z, _). leq_nato(s(X), s(Y)) => leq_nato(X, Y). % ============================================================ % 3. FULL ADDER % ============================================================ % Logic mode: enumerate all solutions bit(0). bit(1). half_addo(0, 0, 0, 0). half_addo(0, 1, 1, 0). half_addo(1, 0, 1, 0). half_addo(1, 1, 0, 1). full_addo(A, B, Cin, S, Cout) => bit(A), bit(B), bit(Cin), half_addo(A, B, W, C1), half_addo(W, Cin, S, C2), (C1 = 1 ; C2 = 1 -> Cout = 1 ; Cout = 0). % CP mode: constraint-based full adder full_addo_cp(A, B, Cin, S, Cout) => [A, B, Cin, S, Cout] :: 0..1, S #= (A + B + Cin) mod 2, Cout #= (A + B + Cin) div 2. % n-bit ripple-carry adder addero([], [], [], Cin, Cin). addero([A|As], [B|Bs], [S|Ss], Cin, Cout) => full_addo(A, B, Cin, S, Cmid), addero(As, Bs, Ss, Cmid, Cout). % ============================================================ % 4. RELATIONAL INTERPRETER (evalo stub) % ============================================================ % Simplified evalo: handles quote, variable lookup, lambda, application lookupo(X, [[X,V]|_], V). lookupo(X, [[Y,_]|Rest], V) => X != Y, lookupo(X, Rest, V). eval_expro(quote(Q), _, Q). eval_expro(X, Env, V), atom(X), X != quote, X != lambda => lookupo(X, Env, V). eval_expro(lambda(P,B), Env, closure(P,B,Env)). eval_expro(app(Rator, Rand), Env, V) => eval_expro(Rator, Env, Clo), eval_expro(Rand, Env, Arg), applyo(Clo, Arg, V). eval_expro(cons(A,D), Env, [VA|VD]) => eval_expro(A, Env, VA), eval_expro(D, Env, VD). eval_expro(if(C,T,El), Env, V) => eval_expro(C, Env, CV), (CV != false -> eval_expro(T, Env, V) ; eval_expro(El, Env, V) ). applyo(closure(P,B,Env), Arg, V) => eval_expro(B, [[P,Arg]|Env], V). evalo(Exp, Val) => eval_expro(Exp, [], Val). % ============================================================ % 5. SMT STUB % ============================================================ is_sat(true) => true. is_sat(false) => fail. is_sat(and(A, B)) => not (A = not(P), B = P), not (B = not(P), A = P), is_sat(A), is_sat(B). is_sat(or(A, _B)) => is_sat(A). is_sat(or(_A, B)) => is_sat(B). is_sat(not(false)) => true. is_sat(not(true)) => fail. is_sat(not(_)) => true. % open-world: unknown atoms are satisfiable is_sat(var(_)) => true. is_sat(_) => true. % any other term: assume sat % ============================================================ % 6. EDB / PATH / REACHABILITY % ============================================================ :- dynamic edge/4. % edge(RelId, Src, Tgt, Guard) :- dynamic edb3/3. % edb3(Rel, A, B) :- dynamic edb4/4. % edb4(Rel, A, B, C) assert_edge(R, X, Y, G) => assertz(edge(R,X,Y,G)). assert_edb3(Rel, A, B) => assertz(edb3(Rel,A,B)). % Basic reachability reach(R, X, X) :- edge(R, X, _, _). reach(R, X, Y) :- edge(R, X, Y, _). reach(R, X, Z) :- reach(R, X, Y), edge(R, Y, Z, _). % Guarded reachability sat_reach(R, X, Y) :- edge(R, X, Y, G), is_sat(G). sat_reach(R, X, Z) :- sat_reach(R, X, Y), edge(R, Y, Z, G), is_sat(G). % Path with accumulated formula path_formula(R, X, Y, G) :- edge(R, X, Y, G), is_sat(G). path_formula(R, X, Z, and(E, Phi2)) :- edge(R, X, Y, E), is_sat(E), path_formula(R, Y, Z, Phi2), is_sat(and(E, Phi2)). % General reachability reacho(_, S, S). reacho(Rel, S, T) :- edb3(Rel, S, M), reacho(Rel, M, T). % ============================================================ % 7. FSM RELATIONS % ============================================================ :- dynamic fsm_trans/5. % fsm_trans(Id, State, Input, NextState, Output) register_fsm(Id) => assertz(fsm_trans(Id, s0, 0, s0, 0)), assertz(fsm_trans(Id, s0, 1, s1, 0)), assertz(fsm_trans(Id, s1, 0, s0, 1)), assertz(fsm_trans(Id, s1, 1, s1, 1)). fsmo(Id, St, Inp, Nst, Out) => fsm_trans(Id, St, Inp, Nst, Out). fsm_traceo(_, _, [], []). fsm_traceo(Id, S, [I|Rest], [O|RestO]) => fsmo(Id, S, I, S1, O), fsm_traceo(Id, S1, Rest, RestO). % ============================================================ % 8. REFINEMENT LATTICE % ============================================================ refineo(conc(C), C). refineo(top, _). refineo(interval(Lo, Hi), N) => leq_nato(Lo, N), leq_nato(N, Hi). % Numeric version for integer domains refines_nat(top, _). refines_nat(conc(C), C). refines_nat(interval(Lo, Hi), N) => integer(Lo), integer(Hi), integer(N), Lo =< N, N =< Hi. % Widening: join two abstract values widen(conc(C), conc(C), conc(C)). widen(conc(C1), conc(C2), interval(C1, C2)) => C1 =< C2. widen(conc(C1), conc(C2), interval(C2, C1)) => C2 < C1. widen(interval(L1,H1), interval(L2,H2), interval(L,H)) => L = min(L1,L2), H = max(H1,H2). widen(_, top, top). widen(top, _, top). % ============================================================ % 9. DEMO / SMOKE TESTS % ============================================================ main => println("=== lattice_kernel.pi ==="), % List tests println("\nappendo([1,2],[3],?):"), findall(Q, appendo([1,2],[3],Q), R1), println(R1), % Peano addition println("addo(s(z), s(s(z)), ?):"), findall(Q, addo(s(z), s(s(z)), Q), R2), println(R2), % Full adder println("full_addo(1,1,0,S,C):"), findall(S-C, full_addo(1,1,0,S,C), R3), println(R3), % CP full adder println("full_addo_cp(1,1,0,S,C):"), [Sa, Ca] :: 0..1, full_addo_cp(1, 1, 0, Sa, Ca), solve([Sa, Ca]), println(Sa-Ca), % evalo println("evalo identity:"), findall(V, evalo(app(lambda(x,x), quote(hello)), V), R4), println(R4), % SAT stub println("is_sat(and(var(p), not(var(q)))):"), ( is_sat(and(var(p), not(var(q)))) -> println(sat) ; println(unsat) ), println("is_sat(and(var(p), not(var(p)))):"), ( is_sat(and(var(p), not(var(p)))) -> println(sat) ; println(unsat) ), % EDB + reachability assert_edge(0, 0, 1, true), assert_edge(0, 1, 2, true), assert_edge(0, 2, 3, and(var(p), not(var(q)))), assert_edb3(edge, 0, 1), assert_edb3(edge, 1, 2), println("sat_reach from 0:"), findall(T, sat_reach(0, 0, T), R5), sort(R5, R5s), println(R5s), println("reacho from 0:"), findall(T, reacho(edge, 0, T), R6), sort(R6, R6s), println(R6s), % FSM register_fsm(fsm0), println("fsm_traceo [0,1,0]:"), findall(O, fsm_traceo(fsm0, s0, [0,1,0], O), R7), println(R7), % Refinement println("refineo(interval(s(z),s(s(s(z)))), s(s(z))):"), ( refineo(interval(s(z), s(s(s(z)))), s(s(z))) -> println(refined) ; println(no) ), println("\n=== COMPLETE ===").