yap-6.3/packages/ProbLog/problog/variable_elimination.yap

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%  $Date: 2010-12-02 15:20:15 +0100 (Thu, 02 Dec 2010) $
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:- module(variable_elimination, [trie_check_for_and_cluster/1, trie_replace_and_cluster/2, clean_up/0, variable_elimination_stats/3]).

:- use_module(library(lists), [append/3, delete/3, memberchk/2, reverse/2]).
:- use_module(library(tries)).

:- use_module('flags', _, [problog_define_flag/5]).


:- initialization((
  nb_setval(prob_fact_count, 0),
  problog_define_flag(variable_elimination, problog_flag_validate_boolean, 'enable variable elimination', false, variable_elimination)
)).

bit_encode(L, ON):-
  bit_encode(L, ON, 0).

bit_encode([], ON, ON):-!.
bit_encode([PF|T], ON, Acc):-
  (recorded(variable_elimination, prob_fact(PF, ID), _) ->
    true
  ;
    nb_getval(prob_fact_count, ID),
    NID is ID + 1,
    nb_setval(prob_fact_count, NID),
    recordz(variable_elimination, prob_fact(PF, ID), _)
  ),
  NAcc is Acc \/ (1 << ID),
  bit_encode(T, ON, NAcc).


bit_decode(ON, L):-
  bit_decode(ON, 0, L).

bit_decode(_, ID, []):-
  nb_getval(prob_fact_count, ID), !.
bit_decode(ON, ID, [PF|L]):-
  0 < ON /\ (1 << ID),
  recorded(variable_elimination, prob_fact(PF, ID), _),
  NID is ID + 1,
  bit_decode(ON, NID, L).
bit_decode(ON, ID, L):-
  NID is ID + 1,
  bit_decode(ON, NID, L).

update_table(T, ON, NT):-
  update_table(T, ON, NT, 0).

update_table([], _ON, [], _).
update_table([H|T], ON, [NH|NT], Row):-
  0 is ON /\ (1 << Row), !,
  NH is H /\ \ ON,                      % this is an optional improvement
  NRow is Row + 1,
  update_table(T, ON, NT, NRow).
update_table([H|T], ON, [NH|NT], Row):-
  NH is H /\ ON,
  NRow is Row + 1,
  update_table(T, ON, NT, NRow).

make_mask(FromBit, ToBit, Mask):-
  Mask is (1 << (ToBit + 1) - 1) - (1 << FromBit - 1).

make_table(_, 0, []):-!.
make_table(ON, T, [ON|L]):-
  NT is T - 1,
  make_table(ON, NT, L).

modify_table(L, OT, NT):-
  nb_getval(prob_fact_count, OLS),
  bit_encode(L, ON),
  nb_getval(prob_fact_count, NLS),
  update_table(OT, ON, L1),
  D is NLS - OLS,
  make_mask(OLS, NLS, M),
  NON is M /\ ON,
  make_table(NON, D, L2),
  append(L1, L2, NT).

examin(T):-
  examin(T, 0).
examin([], _Row).
examin([H|T], Row):-
  N is 1 << Row,
  0 is H /\ (N - 1),
  0 < H - N, !,
  bit_decode(H, L),
  calc_prob_AND_cluster(L, P),
  make_prob_fact(L, P, ID),
  recordz(variable_elimination, and_cluster(L, ID), _),
  NRow is Row + 1,
  examin(T, NRow).
examin([_H|T], Row):-
  NRow is Row + 1,
  examin(T, NRow).


trie_check_for_and_cluster(T):-
  tries:trie_traverse_first(T, E), !,
  trie_check_for_and_cluster(E, []).
trie_check_for_and_cluster(_T).

trie_check_for_and_cluster(E, T):-
  tries:trie_traverse_next(E, N), !,
  tries:trie_get_entry(E, L),
  modify_table(L, T, NT),
  trie_check_for_and_cluster(N, NT).
trie_check_for_and_cluster(E, T):-
  tries:trie_get_entry(E, L),
  modify_table(L, T, NT),
  examin(NT), !.

trie_replace_and_cluster(To, Tn):-
  tries:trie_open(Tn),
  trie_replace_and_cluster_do(To, Tn).
trie_replace_and_cluster_do(To, Tn):-
  trie_traverse(To, E),
  trie_get_entry(E, L),
  findall(Cluster/VarName, recorded(variable_elimination, and_cluster(Cluster, VarName), _), Clusters),
  foreach(Clusters, NewL, L),
  trie_put_entry(Tn, NewL, _),
  fail.
trie_replace_and_cluster_do(_To, _Tn).

foreach([], L, L).
foreach([Cluster/VarName|Rest], L, Acc):-
  check_replace_cluster(Cluster, VarName, Acc, NL),
  foreach(Rest, L, NL).

check_replace_cluster(Cluster, _VarName, L, L):-
  nocluster(Cluster, L), !.
check_replace_cluster(Cluster, VarName, L, NewL):-
  replace_cluster(Cluster, VarName, L, NewL).

replace_cluster(Cluster, VarName, L, Res):-
  first_cluster_element(L, Cluster, First),
  replace(L, First, VarName, NL),
  delete(Cluster, First, RestCluster),
  eliminate_list(RestCluster, NL, Res),
  !.
replace_cluster(Cluster, VarName, _L, _Res):-
  throw(error(Cluster, VarName)).

replace_cluster2(Cluster, VarName, L, Res):-
  eliminate_list(Cluster, L, NL),
  append(NL, [VarName], Res),
  !.
replace_cluster2(Cluster, VarName, _L, _Res):-
  throw(error(Cluster, VarName)).

replace_cluster3(Cluster, VarName, L, Res):-
  last_cluster_element(L, Cluster, Last),
  replace(L, Last, VarName, NL),
  delete(Cluster, Last, RestCluster),
  eliminate_list(RestCluster, NL, Res),
  !.
replace_cluster3(Cluster, VarName, _L, _Res):-
  throw(error(Cluster, VarName)).

first_cluster_element([], _, _).
first_cluster_element([H|_T], Cluster, H):-
  memberchk(H, Cluster), !.
first_cluster_element([_H|T], Cluster, R):-
  first_cluster_element(T, Cluster, R).

last_cluster_element(L, Cluster, R):-
  reverse(L, RL),
  first_cluster_element(RL, Cluster, R).

nocluster([], _).
nocluster([H|T], L):-
  \+ memberchk(H, L),
  nocluster(T, L).

eliminate_list([], L, L).
eliminate_list([H|T], L, Res):-
  memberchk(H, L),
  delete(L, H, NL),
  eliminate_list(T, NL, Res).

replace([], _, _, []).
replace([H|T], H, NH, [NH|NT]):-
  replace(T, H, NH, NT).
replace([H|T], R, NR, [H|NT]):-
  H \== R,
  replace(T, R, NR, NT).

clean_up:-
  eraseall(variable_elimination),
  nb_setval(prob_fact_count, 0).

variable_elimination_stats(Clusters, OrigPF, CompPF):-
  nb_getval(prob_fact_count, OrigPF),
  findall(L, (recorded(variable_elimination, and_cluster(Cluster, _), _), length(Cluster, L)), LL),
  sum_list(LL, EliminatedPF),
  length(LL, Clusters),
  CompPF is OrigPF - EliminatedPF + Clusters.

calc_prob_AND_cluster(L, P):-
  multiply_list(L, P, 1.0).
multiply_list([], P, P).
multiply_list([H|T], Pr, A):-
  problog:get_fact_probability(H, P),
  number(P),
  NA is A * P,
  multiply_list(T, Pr, NA).

make_prob_fact(L, P, ID):-
  (clause(problog:problog_var_elimination(ID, L, _), true) ->
    true
  ;
    problog:probclause_id(ID),
    assert_static(problog:prob_for_id(ID, P, _)),
    (clause(problog:problog_predicate(var_elimination, 1), true) ->
      true
    ;
      assertz(problog:problog_predicate(var_elimination, 1))
    ),
    assertz(problog:problog_var_elimination(ID, L, P))
  ).