/* LPAD and CP-Logic reasoning suite File semlpadsld.pl Program for building the semantics of an LPAD Queries are answered by using Prolog in every instance Copyright (c) 2007, Fabrizio Riguzzi */ :-module(semlpadsld,[p/1,s/2,sc/3,set/2]). :-use_module(library(lists)). :-dynamic setting/2. :-set_prolog_flag(unknown,fail). setting(epsilon,0.00001). setting(ground_body,false). /* available values: true, false if true, both the head and the body of each clause will be grounded, otherwise only the head is grounded. In the case in which the body contains variables not appearing in the head, the body represents an existential event */ setting(grounding,modes). /* available values: variables, modes if set to variables, the universe facts from the .uni file are used if set to modes, the mode and type declaration from the .uni file are used */ setting(verbose,false). sc(Goals,Evidence,Prob):- s(Evidence,ProbE), append(Goals,Evidence,GE), s(GE,ProbGE), Prob is ProbGE/ProbE. s(GoalsList,Prob):- program_names(L), list2and(GoalsList,Goals), run_query(L,Goals,0,Prob). run_query([],_G,P,P). run_query([Prog|T],Goal,PIn,POut):- elab_conj(Prog,Goal,Goal1), call(Goal1), prob(Prog,P), P1 is PIn+P, run_query(T,Goal,P1,POut). run_query([Prog|T],Goal,PIn,POut):- elab_conj(Prog,Goal,Goal1), \+ call(Goal1), run_query(T,Goal,PIn,POut). /* predicate for parsing the program file */ p(File):- clean_db, atom_concat(File,'.cpl',FilePl), open(FilePl,read,S), read_clauses(S,C), close(S), atom_concat(File,'.uni',FileUni), reconsult(FileUni), process_clauses(C,ClausesVar), instantiate(ClausesVar,[],Clauses), assert(program(1)), assert(program_names([])), create_programs(Clauses). clean_db:- findall((P/A),(mode(Atom),functor(Atom,P,A0),A is A0+1),L), abolish_all(L), abolish(program/1), abolish(program_names/1), abolish(prob/2). abolish_all([]). abolish_all([(P/A)|T]):- abolish(P/A), abolish_all(T). /* create_programs(Clauses) create the instances of the ground LPAD composed by Clauses Each instance is identified by an atom of the form P where is an increasing number. An extra argument is added to each atom in the clauses to represent the identifier of the instance. */ create_programs(Clauses):- create_single_program(Clauses,1,Program), retract(program(N)), number_codes(N,NC), atom_codes(NA,NC), atom_concat(p,NA,Name), N1 is N+1, assert(program(N1)), (setting(verbose,true)-> format("Writing instance ~d~n",[N]) ; true ), write_program(Name,Program), retract(program_names(L)), append(L,[Name],L1), assert(program_names(L1)), fail. create_programs(_). write_program(_Name,[]). write_program(Name,[(H:-B)|T]):- elab_conj(Name,H,H1), elab_conj(Name,B,B1), assertz((H1:-B1)), write_program(Name,T). /* elab_conj(Name,Conj0,Conj) adds the extra argument Name to the conjunction Conj0 resulting in Conj */ elab_conj(_Name,true,true):-!. elab_conj(Name,\+(B),\+(B1)):-!, elab_conj(Name,B,B1). elab_conj(Name,(BL,Rest),(BL1,Rest1)):-!, elab_conj(Name,BL,BL1), elab_conj(Name,Rest,Rest1). elab_conj(Name,bagof(V,EV^G,L),bagof(V,EV^GL,L)):-!, elab_conj(Name,G,GL). elab_conj(Name,bagof(V,G,L),bagof(V,GL,L)):-!, elab_conj(Name,G,GL). elab_conj(Name,setof(V,EV^G,L),setof(V,EV^GL,L)):-!, elab_conj(Name,G,GL). elab_conj(Name,setof(V,G,L),setof(V,GL,L)):-!, elab_conj(Name,G,GL). elab_conj(Name,findall(V,G,L),findall(V,GL,L)):-!, elab_conj(Name,G,GL). elab_conj(_Name,A,A):- bg(A),!. elab_conj(_Name,A,A):- builtin(A),!. elab_conj(Name,Lit,Lit1):- Lit\=(_,_), Lit=..[Pred|Args], Lit1=..[Pred,Name|Args]. create_single_program([],P,[(prob(P):-true)]). create_single_program([r(H,B)|T],PIn,[(HA:-B)|T1]):- member((HA:P),H), P1 is PIn*P, create_single_program(T,P1,T1). /* predicates for producing the ground instances of program clauses */ /* instantiate(Clauses,C0,C) returns in C the set of clauses obtained by grounding Clauses */ instantiate([],C,C). instantiate([r(_V,[H:1],B)|T],CIn,COut):-!, append(CIn,[r([H:1],B)],C1), instantiate(T,C1,COut). instantiate([r(V,H,B)|T],CIn,COut):- (setting(grounding,variables)-> findall(r(H,BOut),instantiate_clause_variables(V,H,B,BOut),L) ; findall(r(H,BOut),instantiate_clause_modes(H,B,BOut),L) ), append(CIn,L,C1), instantiate(T,C1,COut). instantiate_clause_modes(H,B,BOut):- instantiate_head_modes(H), list2and(BL,B), instantiate_body_modes(BL,BLOut), list2and(BLOut,BOut). instantiate_head_modes([]):-!. instantiate_head_modes([H:_P|T]):- instantiate_atom_modes(H), instantiate_head_modes(T). instantiate_body_modes(BL,BL):- setting(ground_body,false),!. instantiate_body_modes(BL0,BL):- instantiate_list_modes(BL0,BL). instantiate_list_modes([],[]). instantiate_list_modes([H|T0],T):- builtin(H),!, call(H), instantiate_list_modes(T0,T). instantiate_list_modes([\+ H|T0],T):- builtin(H),!, \+ call(H), instantiate_list_modes(T0,T). instantiate_list_modes([\+ H|T0],[\+ H|T]):-!, instantiate_atom_modes(H), instantiate_list_modes(T0,T). instantiate_list_modes([H|T0],[H|T]):- instantiate_atom_modes(H), instantiate_list_modes(T0,T). instantiate_atom_modes(''):-!. instantiate_atom_modes(A):- functor(A,F,NArgs), functor(TA,F,NArgs), A=..[F|Args], mode(TA), TA=..[F|Types], instantiate_args_modes(Args,Types). instantiate_args_modes([],[]):-!. instantiate_args_modes([H|T],[TH|TT]):- type(TH,Constants), member(H,Constants), instantiate_args_modes(T,TT). instantiate_clause_variables([],_H,B,BOut):- list2and(BL,B), (setting(ground_body,true)-> check_body(BL,BLOut) ; BLOut=BL ), list2and(BLOut,BOut). instantiate_clause_variables([VarName=Var|T],H,BIn,BOut):- universe(VarNames,U), member(VarName,VarNames), member(Var,U), instantiate_clause_variables(T,H,BIn,BOut). instantiate_clause_variables([VarName=_Var|T],H,BIn,BOut):- \+ varName_present_variables(VarName),!, instantiate_clause_variables(T,H,BIn,BOut). varName_present_variables(VarName):- universe(VarNames,_U), member(VarName,VarNames). /* check_body(Body0,Body) removes the true builtin literals from Body0. Fails if there is a false builtin literal. */ check_body([],[]). check_body([H|T],TOut):- builtin(H),!, call(H), check_body(T,TOut). check_body([H|T],[H|TOut]):- check_body(T,TOut). /* predicates for processing the clauses read from the file */ /* process_clauses(Terms,Clauses) processes Terms to produce Clauses Terms is a list contatining elements of the form ((H:-B),V) Clauses is a list containing elements of the form r(V,HL,BL) where HL is the list of disjuncts in H and BL is the list of literals in B */ process_clauses([(end_of_file,[])],[]). process_clauses([((H:-B),V)|T],[r(V,HL,B)|T1]):- H=(_;_),!, list2or(HL1,H), process_head(HL1,0,HL), process_clauses(T,T1). process_clauses([((H:-B),V)|T],[r(V,HL,B)|T1]):- H=(_:_),!, list2or(HL1,H), process_head(HL1,0,HL), process_clauses(T,T1). process_clauses([((H:-B),V)|T],[r(V,[H:1],B)|T1]):-!, process_clauses(T,T1). process_clauses([(H,V)|T],[r(V,HL,true)|T1]):- H=(_;_),!, list2or(HL1,H), process_head(HL1,0,HL), process_clauses(T,T1). process_clauses([(H,V)|T],[r(V,HL,true)|T1]):- H=(_:_),!, list2or(HL1,H), process_head(HL1,0,HL), process_clauses(T,T1). process_clauses([(H,V)|T],[r(V,[H:1],true)|T1]):- process_clauses(T,T1). process_head([H:PH],P,[H:PH1|Null]):- PH1 is PH, PNull is 1-P-PH1, setting(epsilon,Eps), EpsNeg is - Eps, PNull > EpsNeg, (PNull>Eps-> Null=['':PNull] ; Null=[] ). process_head([H:PH|T],P,[H:PH1|NT]):- PH1 is PH, P1 is P+PH1, process_head(T,P1,NT). /* predicates for reading in the program clauses */ /* read_clauses(S,Clauses) read Clauses from stream S */ read_clauses(S,Clauses):- (setting(ground_body,true)-> read_clauses_ground_body(S,Clauses) ; read_clauses_exist_body(S,Clauses) ). read_clauses_ground_body(S,[(Cl,V)|Out]):- read_term(S,Cl,[variable_names(V)]), (Cl=end_of_file-> Out=[] ; read_clauses_ground_body(S,Out) ). read_clauses_exist_body(S,[(Cl,V)|Out]):- read_term(S,Cl,[variable_names(VN)]), extract_vars_cl(Cl,VN,V), (Cl=end_of_file-> Out=[] ; read_clauses_exist_body(S,Out) ). /* extract_vars_cl(Clause,VariableNames,Couples) extract from Clause couples of the form VariableName=Variable */ extract_vars_cl(end_of_file,[]). extract_vars_cl(Cl,VN,Couples):- (Cl=(H:-_B)-> true ; H=Cl ), extract_vars(H,[],V), pair(VN,V,Couples). pair(_VN,[],[]). pair([VN= _V|TVN],[V|TV],[VN=V|T]):- pair(TVN,TV,T). extract_vars(Var,V0,V):- var(Var),!, (member_eq(Var,V0)-> V=V0 ; append(V0,[Var],V) ). extract_vars(Term,V0,V):- Term=..[_F|Args], extract_vars_list(Args,V0,V). extract_vars_list([],V,V). extract_vars_list([Term|T],V0,V):- extract_vars(Term,V0,V1), extract_vars_list(T,V1,V). member_eq(A,[H|_T]):- A==H,!. member_eq(A,[_H|T]):- member_eq(A,T). /* auxiliary predicates */ list2or([X],X):- X\=;(_,_),!. list2or([H|T],(H ; Ta)):-!, list2or(T,Ta). list2and([],true):-!. list2and([X],X):- X\=(_,_),!. list2and([H|T],(H,Ta)):-!, list2and(T,Ta). builtin(_A is _B). builtin(_A > _B). builtin(_A < _B). builtin(_A >= _B). builtin(_A =< _B). builtin(_A =:= _B). builtin(_A =\= _B). builtin(true). builtin(false). builtin(_A = _B). builtin(_A==_B). builtin(_A\=_B). builtin(_A\==_B). bg(member(_El,_L)). bg(average(_L,_Av)). bg(max_list(_L,_Max)). bg(min_list(_L,_Max)). average(L,Av):- sum_list(L,Sum), length(L,N), Av is Sum/N. /* set(Par,Value) can be used to set the value of a parameter */ set(Parameter,Value):- retract(setting(Parameter,_)), assert(setting(Parameter,Value)).