:- module(discrete_utils, [project_from_CPT/3, reorder_CPT/5, get_dist_size/2 ]). :- use_module(library(clpbn/dists), [get_dist_domain_size/2, get_dist_domain/2 ]). % % remove columns from a table % project_from_CPT(V,f(Table,Deps,Szs),f(NewTable,NDeps,NSzs)) :- propagate_evidence(V,Evs), functor(Table,_,Max), find_projection_factor(Deps, V, NDeps, Szs, NSzs, F, Sz), OLoop is Max//(Sz*F), project_outer_loop(0,OLoop,F,Sz,Table,Evs,NTabl), NewTable =.. [t|NTabl]. propagate_evidence(V, Evs) :- clpbn:get_atts(V, [evidence(Ev),dist(Id,_)]), !, get_dist_domain(Id, Out), generate_szs_with_evidence(Out,Ev,0,Evs,Found), (var(Found) -> clpbn:get_atts(V, [key(K)]), throw(clpbn(evidence_does_not_match,K,Ev,[Out])) ; true ). propagate_evidence(_, _). generate_szs_with_evidence([],_,_,[],_). generate_szs_with_evidence([_|Out],Ev,Ev,[ok|Evs],found) :- !, I is Ev+1, generate_szs_with_evidence(Out,Ev,I,Evs,found). generate_szs_with_evidence([_|Out],Ev,I0,[not_ok|Evs],Found) :- I is I0+1, generate_szs_with_evidence(Out,Ev,I,Evs,Found). find_projection_factor([V|Deps], V1, Deps, [Sz|Szs], Szs, F, Sz) :- V == V1, !, mult(Szs, 1, F). find_projection_factor([V|Deps], V1, [V|NDeps], [Sz|Szs], [Sz|NSzs], F, NSz) :- find_projection_factor(Deps, V1, NDeps, Szs, NSzs, F, NSz). mult([], F, F). mult([Sz|Szs], Sz0, F) :- SzI is Sz0*Sz, mult(Szs, SzI, F). project_outer_loop(OLoop,OLoop,_,_,_,_,[]) :- !. project_outer_loop(I,OLoop,F,Sz,Table,Evs,NTabl) :- Base is I*Sz*F, project_mid_loop(0,F,Base,Sz,Table,Evs,NTabl,NTabl0), I1 is I+1, project_outer_loop(I1,OLoop,F,Sz,Table,Evs,NTabl0). project_mid_loop(F,F,_,_,_,_,NTabl,NTabl) :- !. project_mid_loop(I,F,Base,Sz,Table,Evs,[Ent|NTablF],NTabl0) :- I1 is I+1, NBase is I+Base, project_inner_loop(0,Sz,Evs,NBase,F,Table,0.0,Ent), project_mid_loop(I1,F,Base,Sz,Table,Evs,NTablF,NTabl0). project_inner_loop(Sz,Sz,[],_,_,_,Ent,Ent) :- !. project_inner_loop(I,Sz,[ok|Evs],NBase,F,Table,Ent0,Ent) :- !, I1 is I+1, Pos is NBase+I*F+1, arg(Pos,Table,E1), Ent1 is E1+Ent0, project_inner_loop(I1,Sz,Evs,NBase,F,Table,Ent1,Ent). project_inner_loop(I,Sz,[_|Evs],NBase,F,Table,Ent0,Ent) :- !, I1 is I+1, project_inner_loop(I1,Sz,Evs,NBase,F,Table,Ent0,Ent). % % Given a set of variables Vs0 and a discrete CPT T0, % reorder according to keysort if Vs is unbound, or according to Vs % resulting in CPT % TF. Sizes of variables in Vs are given as Sizes. % reorder_CPT(Vs0, T0, Vs, TF, Sizes) :- var(Vs), !, get_sizes(Vs0, Szs), numb_vars(Vs0, Szs, _, VPs0, VLs0), keysort(VLs0, VLs), compute_new_factors(VLs, _, Vs, Sizes), get_factors(VLs0,Fs), length(T0,L), functor(TF,t,L), copy_to_new_array(T0, 0, VPs0, Fs, TF). reorder_CPT(Vs0, T0, Vs, TF, Sizes) :- get_sizes(Vs0, Szs), numb_vars(Vs0, Szs, _, VPs0, VLs0), sort_according_to_parent(Vs, VLs0, VLs), compute_new_factors(VLs, _, Vs, Sizes), get_factors(VLs0,Fs), length(T0,L), functor(TF,t,L), copy_to_new_array(T0, 0, VPs0, Fs, TF). numb_vars([], [], 1, [], []). numb_vars([V|Vs], [L|Ls], A0, [Ai|VPs], [V-(L,_)|VLs]) :- numb_vars(Vs, Ls, Ai, VPs, VLs), A0 is Ai*L. sort_according_to_parent([],[], []). sort_according_to_parent([V|Vs],VLs0, [Arg|VLs]) :- fetch_var(V,VLs0,VLsI,Arg), sort_according_to_parent(Vs,VLsI, VLs). fetch_var(V,[V0-(L,A)|VLs],VLs,V0-(L,A)) :- V == V0, !. fetch_var(V,[A|VLs0],[A|VLsI],Arg) :- fetch_var(V,VLs0,VLsI,Arg). compute_new_factors([], 1, [], []). compute_new_factors([V-(L,F)|VLs], NF, [V|Vs], [L|Szs]) :- compute_new_factors(VLs, F, Vs, Szs), NF is F*L. get_factors([],[]). get_factors([_-(_,F)|VLs0],[F|Fs]) :- get_factors(VLs0,Fs). copy_to_new_array([], _, _, _, _). copy_to_new_array([P|Ps], I, F0s, Fs, S) :- convert_factor(F0s, Fs, I, N), I1 is I+1, N1 is N+1, arg(N1,S,P), copy_to_new_array(Ps, I1, F0s, Fs, S). convert_factor([], [], _, 0). convert_factor([F0|F0s], [F|Fs], I, OUT) :- X is I//F0, NI is I mod F0, NEXT is F*X, convert_factor(F0s, Fs, NI, OUT1), OUT is OUT1+NEXT. get_sizes([], []). get_sizes([V|Deps], [Sz|Sizes]) :- clpbn:get_atts(V, [dist(Id,_)]), get_dist_domain_size(Id,Sz), get_sizes(Deps, Sizes).