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yap-6.3/packages/ProbLog/problog/ad_converter.yap
2011-06-26 23:13:43 +01:00

463 lines
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Prolog

%%% -*- Mode: Prolog; -*-
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% $Date: 2011-04-26 15:48:52 +0200 (Tue, 26 Apr 2011) $
% $Revision: 6371 $
%
% This file is part of ProbLog
% http://dtai.cs.kuleuven.be/problog
%
% ProbLog was developed at Katholieke Universiteit Leuven
%
% Copyright 2009
% Angelika Kimmig, Vitor Santos Costa, Bernd Gutmann
%
% Main authors of this file:
% Bernd Gutmann
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% Artistic License 2.0
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
:- module(ad_converter,[term_expansion_intern_ad/4,
op(1149, yfx, <-- ),
op( 550, yfx, :: )
]).
% general yap modules
:- use_module(library(lists),[reverse/2,member/2,memberchk/2,append/3]).
:- use_module(flags).
:- style_check(all).
:- yap_flag(unknown,error).
:- discontiguous user:(<--)/2, problog:(<--)/2.
:- op( 550, yfx, :: ).
% for annotated disjunctions
:- op(1149, yfx, <-- ).
:- initialization(problog_define_flag(show_ad_compilation,problog_flag_validate_boolean,'show compiled code for ADs',false,annotated_disjunctions)).
:- initialization(problog_define_flag(ad_cpl_semantics,problog_flag_validate_boolean,'use CP-logics semantics for ADs',true,annotated_disjunctions)).
:- initialization(problog_define_flag(ad_sumto1_learning,problog_flag_validate_boolean,'make p_i sum to 1 for learning',true,annotated_disjunctions)).
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
term_expansion_intern_ad( (Head<--Body),Module,Mode,Result) :-
problog_flag(ad_cpl_semantics,AD_CPL_Semantics),
(
proper_tunable_annotated_disjunction(Head)
->
compile_tunable_annotated_disjunction(Head,Body,Facts,Bodies,ID,AD_CPL_Semantics,Mode);
(
proper_annotated_disjunction(Head,Sum_of_P_in_Head)
->
compile_annotated_disjunction(Head,Body,Facts,Bodies,ID,AD_CPL_Semantics,Mode,Sum_of_P_in_Head);
throw(error(invalid_annotated_disjunction,(Head<--Body)))
)
),
findall(problog:Atom,(
member(F,Facts),
once(problog:term_expansion_intern(F,Module,Atom))
),Result_Atoms),
(
Mode==lfi_learning
->
findall(Module:myclause(H,B),member((H:-B),Bodies),Result_Bodies);
findall(Module:B,member(B,Bodies),Result_Bodies)
),
append(Result_Atoms,Result_Bodies,Result),
problog_flag(show_ad_compilation,Show_AD_compilation),
(
Show_AD_compilation==true
->
(
format('Compiling the annotated disjunction~n ~q~ninto the following code~n',[(Head<--Body)]),
format('================================================~n',[]),
forall(member(F,Facts),format(' ~q.~n',[F])),
format(' - - - - - - - - - - - - - - - - - - - - - - ~n',[]),
forall(member(B,Bodies),format(' ~q.~n',[B])),
format('================================================~2n',[])
);
true
).
term_expansion_intern_ad( (Head<--Body),_,_) :-
format_to_chars('Error at compiling the annotated disjunction ~q<--Body.',[Head,Body],Error),
print_message(error,Error),
fail.
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
get_next_unique_id(ID) :-
(
bb_get(mvs_unique_id,ID)
->
true;
ID=1
),
ID2 is ID+1,
bb_put(mvs_unique_id,ID2).
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
proper_annotated_disjunction(AD,Sum) :-
proper_annotated_disjunction(AD,0.0,Sum),
Sum=<1.
proper_annotated_disjunction( P :: _, OldSum,NewSum) :-
% evaluate P
P2 is P,
P2>=0,
P2=<1,
NewSum is OldSum+P.
proper_annotated_disjunction((X;Y),OldSum,Sum) :-
proper_annotated_disjunction(X,OldSum,NewSum),
proper_annotated_disjunction(Y,NewSum,Sum).
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
proper_tunable_annotated_disjunction( t(_) :: _).
proper_tunable_annotated_disjunction((X;Y)) :-
proper_tunable_annotated_disjunction(X),
proper_tunable_annotated_disjunction(Y).
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
compile_tunable_annotated_disjunction(Head,Body,Facts2,Bodies2,Extra_ID,AD_CPL_Semantics,Mode) :-
get_next_unique_id(Extra_ID),
(
AD_CPL_Semantics==true
->
term_variables(Body,Body_Vars);
Body_Vars=[]
),
convert_a_tunable(Head,Extra_ID,[],Facts0,Body_Vars),
problog_flag(ad_sumto1_learning,AD_SumTo1_Learning),
(
AD_SumTo1_Learning==true
->
Facts0=[_|Facts1];
Facts1=Facts0
),
reverse(Facts1,Facts2),
convert_b(Head,Body,_NewBody,Extra_ID,[],Bodies,Body_Vars,Mode,Facts2),
reverse(Bodies,Bodies2).
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
compile_annotated_disjunction(Head,Body,Facts2,Bodies2,Extra_ID,AD_CPL_Semantics,Mode,ProbSum) :-
get_next_unique_id(Extra_ID),
(
AD_CPL_Semantics==true
->
term_variables(Body,Body_Vars);
Body_Vars=[]
),
convert_a(Head,0.0,_Acc,Extra_ID,[],Facts0,Body_Vars),
(
abs(ProbSum-1.0) < 0.0000001
->
Facts0=[_|Facts1];
Facts1=Facts0
),
reverse(Facts1,Facts2),
convert_b(Head,Body,_NewBody,Extra_ID,[],Bodies,Body_Vars,Mode,Facts2),
reverse(Bodies,Bodies2).
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
convert_a((X;Y),OldAcc,Acc,Extra_ID,OldFacts,Facts,Body_Vars) :-
convert_a(X,OldAcc,NewAcc,Extra_ID,OldFacts,NewFacts,Body_Vars),
convert_a(Y,NewAcc,Acc,Extra_ID,NewFacts,Facts,Body_Vars).
convert_a(P::Atom,OldAcc,NewAcc,Extra_ID,OldFacts,[P1::ProbFact|OldFacts],Body_Vars) :-
Atom =.. [Functor|AllArguments],
append(AllArguments,Body_Vars,NewAllArguments),
length(AllArguments,Arity),
atomic_concat([mvs_fact_,Functor,'_',Arity,'_',Extra_ID],NewAtom),
ProbFact =.. [NewAtom|NewAllArguments],
(
(P=:=0; OldAcc=:=0)
->
P1 is P;
P1 is min(P/(1-OldAcc),1.0)
),
NewAcc is OldAcc+P.
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
convert_a_tunable((X;Y),Extra_ID,OldFacts,Facts,Body_Vars) :-
convert_a_tunable(X,Extra_ID,OldFacts,NewFacts,Body_Vars),
convert_a_tunable(Y,Extra_ID,NewFacts,Facts,Body_Vars).
convert_a_tunable(t(_)::Atom,Extra_ID,OldFacts,[t(_)::ProbFact|OldFacts],Body_Vars) :-
Atom =.. [Functor|AllArguments],
append(AllArguments,Body_Vars,NewAllArguments),
length(AllArguments,Arity),
atomic_concat([mvs_fact_,Functor,'_',Arity,'_',Extra_ID],NewAtom),
ProbFact =.. [NewAtom|NewAllArguments].
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
convert_b((X;Y),OldBody,Body,ExtraID,OldBodies,Bodies,Body_Vars,Mode,Facts) :-
convert_b(X,OldBody,NewBody,ExtraID,OldBodies,NewBodies,Body_Vars,Mode,Facts),
convert_b(Y,NewBody,Body,ExtraID,NewBodies,Bodies,Body_Vars,Mode,Facts).
convert_b(_::Atom,OldBody,NewBody,Extra_ID,OldBodies,[(Atom:-ThisBody)|OldBodies],Body_Vars,Mode,Facts) :-
Atom =.. [Functor|AllArguments],
append(AllArguments,Body_Vars,NewAllArguments),
length(AllArguments,Arity),
atomic_concat([mvs_fact_,Functor,'_',Arity,'_',Extra_ID],NewFunctor),
ProbFact =.. [NewFunctor|NewAllArguments],
(
memberchk(_::ProbFact,Facts)
->
tuple_append(OldBody,ProbFact,ThisBody);
ThisBody=OldBody
),
(
Mode==lfi_learning
->
tuple_append(OldBody,\+ProbFact,NewBody);
tuple_append(OldBody,problog_not(ProbFact),NewBody)
).
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
tuple_append(true,X,X) :-
!.
tuple_append(X,true,X) :-
!.
tuple_append((A,B),X,(A,B2)) :-
X \= true,
!,
tuple_append(B,X,B2).
tuple_append(X,Y,(X,Y)) :-
X \= true,
Y \= true,
X \= (_,_).