2055 lines
		
	
	
		
			59 KiB
		
	
	
	
		
			Prolog
		
	
	
	
	
	
			
		
		
	
	
			2055 lines
		
	
	
		
			59 KiB
		
	
	
	
		
			Prolog
		
	
	
	
	
	
%%% -*- Mode: Prolog; -*-
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%
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%  $Date: 2011-11-28 14:41:26 +0100 (Mon, 28 Nov 2011) $
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%  $Revision: 6764 $
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%
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%  This file is part of ProbLog
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%  http://dtai.cs.kuleuven.be/problog
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%
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%  ProbLog was developed at Katholieke Universiteit Leuven
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%
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%  Copyright 2008, 2009, 2010
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%  Katholieke Universiteit Leuven
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%
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%  Main authors of this file:
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%  Angelika Kimmig, Vitor Santos Costa,Bernd Gutmann,
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%  Theofrastos Mantadelis, Guy Van den Broeck
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%
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%
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% Artistic License 2.0
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% Copyright (c) 2000-2006, The Perl Foundation.
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% prefix-trees for managing a DNF
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% remembers shortest prefix of a conjunction only (i.e. a*b+a*b*c results in a*b only, but b*a+a*b*c is not reduced)
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% children are sorted, but branches aren't (to speed up search while keeping structure sharing from proof procedure)
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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:- module(ptree, [init_ptree/1,
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                  delete_ptree/1,
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                  member_ptree/2,
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                  enum_member_ptree/2,
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                  insert_ptree/2,
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                  delete_ptree/2,
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                  edges_ptree/2,
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                  count_ptree/2,
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                  prune_check_ptree/2,
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                  empty_ptree/1,
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                  merge_ptree/2,
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                  merge_ptree/3,
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                  bdd_ptree/3,
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                  bdd_struct_ptree/3,
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                  bdd_ptree_map/4,
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                  bdd_struct_ptree_map/4,
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                  traverse_ptree/2,            %theo
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                  print_ptree/1,               %theo
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                  statistics_ptree/0,          %theo
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                  print_nested_ptree/1,        %theo
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                  trie_to_bdd_trie/5,          %theo
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                  trie_to_bdd_struct_trie/5,
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                  nested_trie_to_bdd_trie/5,   %theo
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                  nested_trie_to_bdd_struct_trie/5,
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                  ptree_decomposition/3,
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                  ptree_decomposition_struct/3,
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                  nested_ptree_to_BDD_script/3, %theo
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                  nested_ptree_to_BDD_struct_script/3,
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                  ptree_db_trie_opt_performed/3,
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                  bdd_vars_script/1
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                 ]).
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% load library modules
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:- use_module(library(tries)).
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:- use_module(library(lists), [append/3, member/2, memberchk/2, delete/3]).
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:- use_module(library(system), [tmpnam/1]).
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:- use_module(library(ordsets), [ord_intersection/3, ord_union/3]).
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% load our own modules
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:- use_module(flags).
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:- use_module(utils).
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:- use_module(nestedtries, [nested_trie_to_depth_breadth_trie/4]).
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% switch on all tests to reduce bug searching time
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:- style_check(all).
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:- yap_flag(unknown,error).
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% this is a test to determine whether YAP provides the needed trie library
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:- initialization(
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        (       predicate_property(trie_disable_hash, imported_from(tries)) ->
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                trie_disable_hash
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        ;       print_message(warning,'The predicate tries:trie_disable_hash/0 does not exist. Please update trie library.')
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        )
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).
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%%%%%%%%%%%%%%%%%%%%%%%
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% Define module flags
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%%%%%%%%%%%%%%%%%%%%%%%
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:- initialization((
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	problog_define_flag(use_db_trie,     problog_flag_validate_boolean, 'use the builtin trie 2 trie transformation', false),
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	problog_define_flag(db_trie_opt_lvl, problog_flag_validate_integer, 'optimization level for the trie 2 trie transformation', 0),
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	problog_define_flag(compare_opt_lvl, problog_flag_validate_boolean, 'comparison mode for optimization level', false),
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	problog_define_flag(db_min_prefix,   problog_flag_validate_integer, 'minimum size of prefix for dbtrie to optimize', 2),
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	problog_define_flag(use_naive_trie,  problog_flag_validate_boolean, 'use the naive algorithm to generate bdd scripts', false),
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	problog_define_flag(use_old_trie,    problog_flag_validate_boolean, 'use the old trie 2 trie transformation no nested', true),
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	problog_define_flag(use_dec_trie,    problog_flag_validate_boolean, 'use the decomposition method', false),
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  problog_define_flag(deref_terms,     problog_flag_validate_boolean, 'deref BDD terms after last use', false),
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  problog_define_flag(export_map_file, problog_flag_validate_boolean, 'activates export of a variable map file', false, output)
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)).
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%%%%%%%%%%%%%%%%%%%%%%%%
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% ptree basics
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%%%%%%%%%%%%%%%%%%%%%%%%
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init_ptree(Trie) :-
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	trie_open(Trie).
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delete_ptree(Trie) :-
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	trie_close(Trie), !.
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delete_ptree(_).
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empty_ptree(Trie) :-
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	trie_usage(Trie, 0, 0, 0).
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traverse_ptree(Trie, List) :-
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  trie_traverse(Trie, Ref),
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  trie_get_entry(Ref, List).
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traverse_ptree_mode(Mode) :-
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  trie_traverse_mode(Mode).
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%%%%%%%%%%%%%%%%%%%%%%%%
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% member
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%%%%%%%%%%%%%%%%%%%%%%%%
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% non-backtrackable (to check)
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member_ptree(List, Trie) :-
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	trie_check_entry(Trie, List, _).
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% backtrackable (to list)
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enum_member_ptree(List, Trie) :-
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	trie_path(Trie, List).
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trie_path(Trie, List) :-
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	trie_traverse(Trie, Ref),
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	trie_get_entry(Ref, List).
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%%%%%%%%%%%%%%%%%%%%%%%%
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% insert conjunction
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%%%%%%%%%%%%%%%%%%%%%%%%
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insert_ptree(false, _Trie) :-!.
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insert_ptree(true, Trie) :-
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  !,
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  trie_delete(Trie),
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  trie_put_entry(Trie, [true], _).
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insert_ptree(List, Trie) :-
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  (trie_check_entry(Trie, [true], _) -> % prune if there is a prob=1 proof
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    true
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  ;
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    trie_put_entry(Trie, List, _)
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	).
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%%%%%%%%%%%%%%%%%%%%%%%%
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% delete conjunction
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%%%%%%%%%%%%%%%%%%%%%%%%
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delete_ptree(List, Trie) :-
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	trie_check_entry(Trie, List, Ref),
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	trie_remove_entry(Ref).
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						|
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%%%%%%%%
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% return list -Edges of all edge labels in ptree
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% doesn't use any heuristic to order those for the BDD
 | 
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% (automatic reordering has to do the job)
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%%%%%%%%%
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edges_ptree(Trie, []) :-
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	empty_ptree(Trie),
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	!.
 | 
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edges_ptree(Trie, []) :-
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	trie_check_entry(Trie, [true], _),
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	!.
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edges_ptree(Trie ,Edges) :-
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	setof(X, trie_literal(Trie, X), Edges).
 | 
						|
 | 
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trie_literal(Trie, X) :-
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	trie_traverse(Trie,Ref),
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	trie_get_entry(Ref, List),
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	member(X, List).
 | 
						|
 | 
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%%%%%%%%
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% number of conjunctions in the tree
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%%%%%%%%%
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count_ptree(Trie, N) :-
 | 
						|
	trie_usage(Trie, N, _, _).
 | 
						|
 | 
						|
%%%%%%%%
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% check whether some branch of ptree is a subset of conjunction List
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% useful for pruning the search for proofs (optional due to time overhead)
 | 
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% currently not implemented, just fails
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%%%%%%%
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prune_check_ptree(_List, _Trie) :-
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	format(user,'FAIL: prune check currently not supported~n',[]),
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	flush_output(user),
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	fail.
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						|
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%%%%%%%%%%%%%
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% merge two ptrees
 | 
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% - take care not to loose proper prefixes that are proofs!
 | 
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%%%%%%%%%%%%%%%
 | 
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merge_ptree(T1, _) :-
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	trie_check_entry(T1, [true], _), !.
 | 
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merge_ptree(_, T2) :-
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	trie_check_entry(T2, [true], _), !. % is this strange on the loop condition?
 | 
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merge_ptree(T1, T2) :-
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	trie_join(T1, T2).
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						|
 | 
						|
merge_ptree(T1, _, T3) :-
 | 
						|
	trie_check_entry(T1, [true], _),
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	!,
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	trie_open(T3),
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	trie_put_entry(T3, [true], _).
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merge_ptree(_, T2, T3) :-
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	trie_check_entry(T2, [true], _),
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						|
	!,
 | 
						|
	trie_open(T3),
 | 
						|
	trie_put_entry(T3, [true], _).
 | 
						|
merge_ptree(T1, T2, T3) :-
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	trie_dup(T1, T3),
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	trie_join(T3, T2).
 | 
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 | 
						|
%%%%%%%%%%%%%%%%%%%%%%%%
 | 
						|
% Write structural BDD script for given trie to file
 | 
						|
% does NOT write a parameter file but unifies a list of used variables
 | 
						|
%
 | 
						|
% Specialized versions are:
 | 
						|
% - bdd_ptree -> bdd_struct_ptree
 | 
						|
% - bdd_ptree_map -> bdd_struct_ptree_map
 | 
						|
% - nested_ptree_to_BDD_script -> nested_ptree_to_BDD_struct_script
 | 
						|
% - trie_to_bdd_trie -> trie_to_bdd_struct_trie
 | 
						|
% - nested_trie_to_bdd_trie -> nested_trie_to_bdd_struct_trie
 | 
						|
% - ptree_decomposition -> ptree_decomposition_struct
 | 
						|
% - bdd_ptree_script -> bdd_struct_ptree_script
 | 
						|
%%%%%%%%%%%%%%%%%%%%%%%%
 | 
						|
:- dynamic(c_num/1).
 | 
						|
 | 
						|
bdd_struct_ptree(Trie, FileBDD, Variables) :-
 | 
						|
    bdd_struct_ptree_script(Trie, FileBDD, Variables),
 | 
						|
    eraseall(map).
 | 
						|
 | 
						|
bdd_struct_ptree_map(Trie, FileBDD, Variables, Mapping) :-
 | 
						|
    bdd_struct_ptree_script(Trie, FileBDD, Variables),
 | 
						|
    findall(X, recorded(map, X, _), Map),
 | 
						|
    add_probs(Map, Mapping),
 | 
						|
    eraseall(map).
 | 
						|
 | 
						|
bdd_struct_ptree_script(Trie, FileBDD, Variables) :-
 | 
						|
    edges_ptree(Trie, Variables),
 | 
						|
    name_vars(Variables), % expected by output_compressed_script/1?
 | 
						|
    length(Variables, VarCount),
 | 
						|
    assertz(c_num(1)),
 | 
						|
    bdd_pt(Trie, CT),
 | 
						|
    c_num(NN),
 | 
						|
    IntermediateSteps is NN - 1,
 | 
						|
    tell(FileBDD),
 | 
						|
    format('@BDD1~n~w~n~w~n~w~n', [VarCount, 0, IntermediateSteps]),
 | 
						|
    output_compressed_script(CT),
 | 
						|
    told,
 | 
						|
    retractall(c_num(_)),
 | 
						|
    retractall(compression(_, _)).
 | 
						|
 | 
						|
name_vars([]).
 | 
						|
name_vars([A|B]) :-
 | 
						|
    (
 | 
						|
     A=not(ID)
 | 
						|
    ->
 | 
						|
     get_var_name(ID,_)
 | 
						|
     ;
 | 
						|
     get_var_name(A,_)
 | 
						|
    ),
 | 
						|
    name_vars(B).
 | 
						|
 | 
						|
nested_ptree_to_BDD_struct_script(Trie, BDDFileName, Variables):-
 | 
						|
  tmpnam(TmpFile1),
 | 
						|
  open(TmpFile1, 'write', BDDS),
 | 
						|
 | 
						|
  (
 | 
						|
   generate_BDD_from_trie(Trie, Inter, BDDS)
 | 
						|
  ->
 | 
						|
   (
 | 
						|
    next_intermediate_step(TMP),
 | 
						|
    InterCNT is TMP - 1,
 | 
						|
    format(BDDS,'~q~n',[Inter]),
 | 
						|
    close(BDDS),
 | 
						|
    (
 | 
						|
     get_used_vars(Variables, VarCNT)
 | 
						|
    ->
 | 
						|
     true;
 | 
						|
     VarCNT = 0
 | 
						|
    ),
 | 
						|
    prefix_bdd_file_with_header(BDDFileName,VarCNT,InterCNT,TmpFile1),
 | 
						|
    cleanup_BDD_generation
 | 
						|
   );(
 | 
						|
    close(BDDS),
 | 
						|
    delete_file_silently(TmpFile1),
 | 
						|
    cleanup_BDD_generation,
 | 
						|
    fail
 | 
						|
   )
 | 
						|
  ).
 | 
						|
 | 
						|
trie_to_bdd_struct_trie(A, B, OutputFile, OptimizationLevel, Variables) :-
 | 
						|
  trie_to_depth_breadth_trie(A, B, LL, OptimizationLevel),
 | 
						|
  (atomic_concat('L', InterStep, LL) -> % what does this mean?
 | 
						|
    retractall(deref(_,_)),
 | 
						|
    (problog_flag(deref_terms, true) ->
 | 
						|
      asserta(deref(LL,no)),
 | 
						|
      mark_for_deref(B),
 | 
						|
      V = 3
 | 
						|
    ;
 | 
						|
      V = 1
 | 
						|
    ),
 | 
						|
    variables_in_dbtrie(B, Variables), %not the most efficient solution
 | 
						|
    length(Variables, VarCNT),         %this 2 should be changed
 | 
						|
    tell(OutputFile),
 | 
						|
    write('@BDD'), write(V), nl,
 | 
						|
    write(VarCNT), nl,
 | 
						|
    write(0), nl,
 | 
						|
    write(InterStep), nl,
 | 
						|
    trie_write(B, LL),
 | 
						|
    write(LL), nl,
 | 
						|
    told
 | 
						|
  ;
 | 
						|
    (is_state(LL) ->
 | 
						|
      Variables = []
 | 
						|
    ;
 | 
						|
      Variables = [LL]
 | 
						|
    ),
 | 
						|
    tell(OutputFile),
 | 
						|
    write('@BDD1'), nl,
 | 
						|
    write(1), nl,
 | 
						|
    write(0), nl,
 | 
						|
    write(1), nl,
 | 
						|
    get_var_name(LL, NLL),
 | 
						|
    write('L1 = '),write(NLL),nl,
 | 
						|
    write('L1'), nl,
 | 
						|
    told
 | 
						|
  ).
 | 
						|
 | 
						|
nested_trie_to_bdd_struct_trie(A, B, OutputFile, OptimizationLevel, Variables):-
 | 
						|
  %trie_nested_to_depth_breadth_trie(A, B, LL, OptimizationLevel, problog:problog_chktabled),
 | 
						|
  nested_trie_to_depth_breadth_trie(A, B, LL, OptimizationLevel),
 | 
						|
  (is_label(LL) ->
 | 
						|
    retractall(deref(_,_)),
 | 
						|
    (problog_flag(deref_terms, true) ->
 | 
						|
      asserta(deref(LL,no)),
 | 
						|
      mark_for_deref(B),
 | 
						|
      V = 3
 | 
						|
    ;
 | 
						|
      V = 1
 | 
						|
    ),
 | 
						|
    variables_in_dbtrie(B, Variables), %not the most efficient solution
 | 
						|
    length(Variables, VarCNT),         %this 2 should be changed
 | 
						|
    tell(OutputFile),
 | 
						|
    write('@BDD'), write(V), nl,
 | 
						|
    write(VarCNT), nl,
 | 
						|
    write(0), nl,
 | 
						|
    (LL = not(NegL)->
 | 
						|
      atomic_concat('L', NegStep, NegL),
 | 
						|
      number_atom(NegStepN, NegStep),
 | 
						|
      InterStep is NegStepN + 1,
 | 
						|
      atomic_concat('L', InterStep, FL),
 | 
						|
      write(InterStep), nl,
 | 
						|
      trie_write(B, FL),
 | 
						|
      write(FL), write(' = ~'), write(NegL), nl,
 | 
						|
      write(FL), nl
 | 
						|
    ;
 | 
						|
      atomic_concat('L', InterStep, LL),
 | 
						|
      write(InterStep), nl,
 | 
						|
      trie_write(B, LL),
 | 
						|
      write(LL), nl
 | 
						|
    ),
 | 
						|
    told
 | 
						|
  ;
 | 
						|
    (is_state(LL) ->
 | 
						|
      Variables = []
 | 
						|
    ;
 | 
						|
      Variables = [LL]
 | 
						|
    ),
 | 
						|
    tell(OutputFile),
 | 
						|
    write('@BDD1'), nl,
 | 
						|
    write(1), nl,
 | 
						|
    write(0), nl,
 | 
						|
    write(1), nl,
 | 
						|
    simplify(LL, FLL),
 | 
						|
    (FLL = not(_) ->
 | 
						|
      write('L1 = ~')
 | 
						|
    ;
 | 
						|
      write('L1 = ')
 | 
						|
    ),
 | 
						|
    get_var_name(FLL, NLL),
 | 
						|
    write(NLL),nl,
 | 
						|
    write('L1'), nl,
 | 
						|
    told
 | 
						|
  ).
 | 
						|
 | 
						|
ptree_decomposition_struct(Trie, BDDFileName, Variables) :-
 | 
						|
  tmpnam(TmpFile1),
 | 
						|
  nb_setval(next_inter_step, 1),
 | 
						|
  variables_in_dbtrie(Trie, Variables),
 | 
						|
  length(Variables, VarCnt),
 | 
						|
  tell(TmpFile1),
 | 
						|
  decompose_trie(Trie, Variables, L),
 | 
						|
  (is_label(L)->
 | 
						|
    atomic_concat('L', LCnt, L),
 | 
						|
    write(L),nl
 | 
						|
  ;
 | 
						|
    LCnt = 1,
 | 
						|
    write('L1 = '),
 | 
						|
    (L == false ->
 | 
						|
      write('FALSE')
 | 
						|
    ;
 | 
						|
      write(L)
 | 
						|
    ), nl,
 | 
						|
    write('L1'), nl
 | 
						|
  ),
 | 
						|
  told,
 | 
						|
  prefix_bdd_file_with_header(BDDFileName,VarCnt,LCnt,TmpFile1).
 | 
						|
 | 
						|
%%%%%%%%%%%%%%%%%%%%%%%%
 | 
						|
% write BDD info for given ptree to file
 | 
						|
% - initializes leaf BDDs (=variables) first
 | 
						|
% - then compresses ptree to exploit subtree sharing
 | 
						|
% - bdd_pt/1 does the work on the structure itself
 | 
						|
%%%%%%%%%%%%%%%%%%%%%%%%
 | 
						|
 | 
						|
 | 
						|
bdd_ptree(Trie, FileBDD, FileParam) :-
 | 
						|
	bdd_ptree_script(Trie, FileBDD, FileParam),
 | 
						|
	eraseall(map).
 | 
						|
 | 
						|
% version returning variable mapping
 | 
						|
bdd_ptree_map(Trie, FileBDD, FileParam, Mapping) :-
 | 
						|
	bdd_ptree_script(Trie, FileBDD, FileParam),
 | 
						|
	findall(X, recorded(map, X, _), Map),
 | 
						|
	add_probs(Map, Mapping),
 | 
						|
	eraseall(map).
 | 
						|
 | 
						|
add_probs([], []).
 | 
						|
add_probs([m(A,Name)|Map], [m(A, Name, Prob)|Mapping]) :-
 | 
						|
	% FIXME: Does this work with non-ground facts
 | 
						|
	problog:get_fact_probability(A, Prob),
 | 
						|
	add_probs(Map, Mapping).
 | 
						|
 | 
						|
% number of variables may be to high:
 | 
						|
% counted on trie, but conversion to old tree representation
 | 
						|
% transforms A*B+A to A (prefix-test)
 | 
						|
bdd_ptree_script(Trie, FileBDD, FileParam) :-
 | 
						|
	edges_ptree(Trie, Edges),
 | 
						|
	tell(FileParam),
 | 
						|
	bdd_vars_script(Edges),
 | 
						|
 | 
						|
	flush_output,
 | 
						|
 | 
						|
	told,
 | 
						|
	length(Edges, VarCount),
 | 
						|
	assertz(c_num(1)),
 | 
						|
	bdd_pt(Trie, CT),
 | 
						|
	c_num(NN),
 | 
						|
	IntermediateSteps is NN - 1,
 | 
						|
	tell(FileBDD),
 | 
						|
	format('@BDD1~n~w~n~w~n~w~n', [VarCount, 0, IntermediateSteps]),
 | 
						|
	output_compressed_script(CT),
 | 
						|
 | 
						|
 | 
						|
	told,
 | 
						|
	retractall(c_num(_)),
 | 
						|
	retractall(compression(_, _)).
 | 
						|
 | 
						|
% write parameter file by iterating over all var/not(var) occuring in the tree
 | 
						|
 | 
						|
bdd_vars_script(Vars):-
 | 
						|
  bdd_vars_script(Vars, Names),
 | 
						|
  (problog_flag(export_map_file, true) ->
 | 
						|
    problog_flag(map_file, MapFile),
 | 
						|
    os:convert_filename_to_working_path(MapFile, MapFileName),
 | 
						|
    flush_output,
 | 
						|
    tell(MapFileName),
 | 
						|
    problog:get_fact_list(Vars, Facts),
 | 
						|
    writemap(Names, Facts),
 | 
						|
    flush_output,
 | 
						|
    told
 | 
						|
  ;
 | 
						|
    true
 | 
						|
  ).
 | 
						|
writemap([],[]).
 | 
						|
writemap([Name|Names],[Fact|Facts]):-
 | 
						|
  write(map(Name,Fact)),nl,
 | 
						|
  writemap(Names, Facts).
 | 
						|
 | 
						|
bdd_vars_script([], []).
 | 
						|
bdd_vars_script([false|T], Names):-
 | 
						|
  bdd_vars_script(T, Names).
 | 
						|
bdd_vars_script([true|T], Names):-
 | 
						|
  bdd_vars_script(T, Names).
 | 
						|
bdd_vars_script([not(A)|B], Names) :-
 | 
						|
  !, bdd_vars_script([A|B], Names).
 | 
						|
bdd_vars_script([A|B], [NameA|Names]) :-
 | 
						|
  bdd_vars_script_intern(A, NameA),
 | 
						|
  bdd_vars_script(B, Names).
 | 
						|
 | 
						|
bdd_vars_script_intern(A, NameA) :-
 | 
						|
  (number(A) ->     % it's a ground fact
 | 
						|
    get_var_name(A,NameA),
 | 
						|
    (problog:decision_fact(A,_) ->   % it's a ground decision
 | 
						|
      (problog:problog_control(check,internal_strategy) ->
 | 
						|
        problog:get_fact_probability(A,P),
 | 
						|
        format('@~w~n~12f~n~w~n',[NameA,P,1])
 | 
						|
      ;
 | 
						|
		dtproblog:initial_probability(P),
 | 
						|
        format('@~w~n~12f~n~w~n',[NameA,P,1])
 | 
						|
      )
 | 
						|
    ; % it's a normal ProbLog fact
 | 
						|
      problog:get_fact_probability(A,P),
 | 
						|
      format('@~w~n~12f~n',[NameA,P])
 | 
						|
    )
 | 
						|
  ; % it's somethin else, call the specialist - it's a non-ground or continuous fact
 | 
						|
    bdd_vars_script_intern2(A, NameA)
 | 
						|
  ).
 | 
						|
 | 
						|
bdd_vars_script_intern2(A, NameA) :-
 | 
						|
	get_var_name(A,NameA),
 | 
						|
	atom_codes(A,A_Codes),
 | 
						|
 | 
						|
	once(append(Part1,[95|Part2],A_Codes)),	% 95 = '_'
 | 
						|
	number_codes(ID,Part1),
 | 
						|
 | 
						|
	(	     % let's check whether Part2 contains an 'l' (l=low)
 | 
						|
         member(108,Part2)
 | 
						|
	->
 | 
						|
         ( % it does, so it's a continuous fact
 | 
						|
	   problog:get_continuous_fact_parameters(ID,gaussian(Mu,Sigma)),
 | 
						|
	   format('@~w~n0~n0~n~12f;~12f~n',[NameA,Mu,Sigma])
 | 
						|
	 );
 | 
						|
         (
 | 
						|
	  number_codes(Grounding_ID,Part2),
 | 
						|
      (problog:decision_fact(ID,_) ->
 | 
						|
          % it's a non-ground decision
 | 
						|
          (problog:problog_control(check,internal_strategy) ->
 | 
						|
            problog:grounding_is_known(Goal,Grounding_ID),
 | 
						|
            problog:dynamic_probability_fact_extract(Goal,P),
 | 
						|
            format('@~w~n~12f~n~w~n',[NameA,P,1])
 | 
						|
          ;
 | 
						|
			dtproblog:initial_probability(P),
 | 
						|
            format('@~w~n~12f~n~w~n',[NameA,P,1])
 | 
						|
          )
 | 
						|
        ;
 | 
						|
          (problog:dynamic_probability_fact(ID) ->
 | 
						|
              problog:grounding_is_known(Goal,Grounding_ID),
 | 
						|
              problog:dynamic_probability_fact_extract(Goal,P)
 | 
						|
          ;
 | 
						|
              problog:get_fact_probability(ID,P)
 | 
						|
          ),
 | 
						|
          format('@~w~n~12f~n',[NameA,P])
 | 
						|
        )
 | 
						|
	 )
 | 
						|
	).
 | 
						|
 | 
						|
%%%%%%%%%%%%%%%%%%%%%%%%
 | 
						|
% find top level symbol for script
 | 
						|
%%%%%%%%%%%%%%%%%%%%%%%%
 | 
						|
 | 
						|
% special cases: variable-free formulae
 | 
						|
bdd_pt(Trie, false) :-
 | 
						|
	empty_ptree(Trie),
 | 
						|
	!,
 | 
						|
	retractall(c_num(_)),
 | 
						|
	assertz(c_num(2)).
 | 
						|
bdd_pt(Trie, true) :-
 | 
						|
	trie_check_entry(Trie, [true], _),
 | 
						|
	!,
 | 
						|
	retractall(c_num(_)),
 | 
						|
	assertz(c_num(2)).
 | 
						|
 | 
						|
% general case: transform trie to nested tree structure for compression
 | 
						|
bdd_pt(Trie, CT) :-
 | 
						|
	trie_to_tree(Trie, Tree),
 | 
						|
	once(compress_pt(Tree, CT)).
 | 
						|
 | 
						|
trie_to_tree(Trie, Tree) :-
 | 
						|
	findall(Path, trie_path(Trie, Path), Paths),
 | 
						|
	add_trees(Paths, [], Tree).
 | 
						|
 | 
						|
add_trees([], Tree, Tree).
 | 
						|
add_trees([List|Paths], Tree0, Tree) :-
 | 
						|
	ins_pt(List, Tree0, TreeI),
 | 
						|
	add_trees(Paths, TreeI, Tree).
 | 
						|
 | 
						|
% default: prune if adding prefix of known proof(s)
 | 
						|
ins_pt([], _T, []) :- !.
 | 
						|
% alternative: keep extensions of prefix
 | 
						|
% ins_pt([],T,T) :- !.
 | 
						|
ins_pt([A|B], [s(A1, AT)|OldT], NewT) :-
 | 
						|
	compare(Comp, A1, A),
 | 
						|
  (Comp == = ->
 | 
						|
    (AT == [] ->
 | 
						|
      NewT=[s(A1, AT)|OldT]
 | 
						|
    ;
 | 
						|
      NewT = [s(A1, NewAT)|OldT],
 | 
						|
      ins_pt(B, AT, NewAT))
 | 
						|
  ;
 | 
						|
    Comp == > ->
 | 
						|
    NewT = [s(A1, AT)|Tree],
 | 
						|
    ins_pt([A|B], OldT, Tree)
 | 
						|
	;
 | 
						|
    NewT = [s(A, BTree), s(A1, AT)|OldT],
 | 
						|
    ins_pt(B, [], BTree)
 | 
						|
	).
 | 
						|
ins_pt([A|B], [], [s(A, NewAT)]) :-
 | 
						|
	ins_pt(B, [], NewAT).
 | 
						|
 | 
						|
%%%%%%%%%%%%
 | 
						|
% BDD compression: alternates and- and or-levels to build BDD bottom-up
 | 
						|
% each sub-BDD will be either a conjunction of a one-node BDD with some BDD or a disjunction of BDDs
 | 
						|
% uses the internal database to temporarily store a map of components
 | 
						|
%%%%%%%%%%%%
 | 
						|
 | 
						|
% T is completely compressed and contains single variable
 | 
						|
% i.e. T of form x12 or ~x34
 | 
						|
compress_pt(T, TT) :-
 | 
						|
	atom(T),
 | 
						|
	test_var_name(T),
 | 
						|
	!,
 | 
						|
	get_next_name(TT),
 | 
						|
	assertz(compression(TT, [T])).
 | 
						|
% T is completely compressed and contains subtrees
 | 
						|
% i.e. T of form 'L56'
 | 
						|
compress_pt(T, T) :-
 | 
						|
	atom(T).
 | 
						|
% T not yet compressed
 | 
						|
% i.e. T is a tree-term (nested list & s/2 structure)
 | 
						|
% -> execute one layer of compression, then check again
 | 
						|
compress_pt(T, CT) :-
 | 
						|
	\+ atom(T),
 | 
						|
	and_or_compression(T, IT),
 | 
						|
	compress_pt(IT, CT).
 | 
						|
 | 
						|
% transform tree-term T into tree-term CT where last two layers have been processed
 | 
						|
% i.e. introduce names for subparts (-> Map) and replace (all occurrenes of) subparts by this names
 | 
						|
and_or_compression(T, CT) :-
 | 
						|
	and_comp(T, AT),
 | 
						|
	or_comp(AT, CT).
 | 
						|
 | 
						|
% replace leaves that are single child by variable representing father-AND-child
 | 
						|
and_comp(T, AT) :-
 | 
						|
	all_leaves_pt(T, Leaves),
 | 
						|
	compression_mapping(Leaves, Map),
 | 
						|
	replace_pt(T, Map, AT).
 | 
						|
 | 
						|
% replace list of siblings by variable representing their disjunction
 | 
						|
or_comp(T, AT) :-
 | 
						|
	all_leaflists_pt(T, Leaves),
 | 
						|
	compression_mapping(Leaves, Map),
 | 
						|
	replace_pt(T, Map, AT).
 | 
						|
 | 
						|
all_leaves_pt(T, L) :-
 | 
						|
	all(X, some_leaf_pt(T, X), L).
 | 
						|
 | 
						|
some_leaf_pt([s(A, [])|_], s(A,[])).
 | 
						|
some_leaf_pt([s(A, L)|_], s(A, L)) :-
 | 
						|
	 not_or_atom(L).
 | 
						|
some_leaf_pt([s(_, L)|_], X) :-
 | 
						|
	some_leaf_pt(L, X).
 | 
						|
some_leaf_pt([_|L],X) :-
 | 
						|
	some_leaf_pt(L,X).
 | 
						|
 | 
						|
all_leaflists_pt(L, [L]) :-
 | 
						|
	atomlist(L), !.
 | 
						|
all_leaflists_pt(T, L) :-
 | 
						|
	all(X,some_leaflist_pt(T, X), L), !.
 | 
						|
all_leaflists_pt(_, []).
 | 
						|
 | 
						|
some_leaflist_pt([s(_, L)|_], L) :-
 | 
						|
	atomlist(L).
 | 
						|
some_leaflist_pt([s(_, L)|_], X) :-
 | 
						|
	some_leaflist_pt(L, X).
 | 
						|
some_leaflist_pt([_|L], X) :-
 | 
						|
	some_leaflist_pt(L, X).
 | 
						|
 | 
						|
not_or_atom(T) :-
 | 
						|
	(
 | 
						|
	    T = not(T0)
 | 
						|
	->
 | 
						|
	    atom(T0);
 | 
						|
	    atom(T)
 | 
						|
	).
 | 
						|
 | 
						|
atomlist([]).
 | 
						|
atomlist([A|B]) :-
 | 
						|
  not_or_atom(A),
 | 
						|
	atomlist(B).
 | 
						|
 | 
						|
% for each subtree that will be compressed, add its name
 | 
						|
% only introduce 'L'-based names when subtree composes elements, store these in compression/2 for printing the script
 | 
						|
compression_mapping([], []).
 | 
						|
compression_mapping([First|B], [N-First|BB]) :-
 | 
						|
	(
 | 
						|
	    First = s(A0, [])          % subtree is literal -> use variable's name x17 from map (add ~ for negative case)
 | 
						|
	->
 | 
						|
	(
 | 
						|
	    A0 = not(A)
 | 
						|
	->
 | 
						|
	    (
 | 
						|
      		recorded(map, m(A, Tmp), _), %check
 | 
						|
		atomic_concat(['~', Tmp], N)
 | 
						|
	    );
 | 
						|
    	    recorded(map, m(A0, N), _) %check
 | 
						|
	)
 | 
						|
	;
 | 
						|
	    (First = s(A, L), not_or_atom(L)) % subtree is node with single completely reduced child -> use next 'L'-based name
 | 
						|
	    -> (get_next_name(N),
 | 
						|
	        assertz(compression(N, s(A, L))))
 | 
						|
	;
 | 
						|
	    (First = [L], not_or_atom(L)) % subtree is an OR with a single completely reduced element -> use element's name
 | 
						|
	     -> N = L
 | 
						|
	;
 | 
						|
	    (atomlist(First), % subtree is an OR with only (>1) completely reduced elements -> use next 'L'-based name
 | 
						|
	    get_next_name(N),
 | 
						|
	    assertz(compression(N, First)))
 | 
						|
	),
 | 
						|
	compression_mapping(B, BB).
 | 
						|
 | 
						|
 | 
						|
 | 
						|
% replace_pt(+T,+Map,-NT)
 | 
						|
% given the tree-term T and the Map of Name-Subtree entries, replace each occurence of Subtree in T with Name -> result NT
 | 
						|
replace_pt(T, [], T).
 | 
						|
replace_pt([], _, []).
 | 
						|
replace_pt(L, M, R) :-
 | 
						|
	atomlist(L),
 | 
						|
	member(R-L, M),
 | 
						|
	!.
 | 
						|
replace_pt([L|LL], [M|MM], R) :-
 | 
						|
	replace_pt_list([L|LL], [M|MM], R).
 | 
						|
 | 
						|
replace_pt_list([T|Tree], [M|Map], [C|Compr]) :-
 | 
						|
	replace_pt_single(T, [M|Map], C),
 | 
						|
	replace_pt_list(Tree, [M|Map], Compr).
 | 
						|
replace_pt_list([], _, []).
 | 
						|
 | 
						|
replace_pt_single(s(A, T), [M|Map], Res) :-
 | 
						|
	atomlist(T),
 | 
						|
	member(Res-s(A, T), [M|Map]),
 | 
						|
	!.
 | 
						|
replace_pt_single(s(A, T), [M|Map], s(A, Res)) :-
 | 
						|
	atomlist(T),
 | 
						|
	member(Res-T, [M|Map]),
 | 
						|
	!.
 | 
						|
replace_pt_single(s(A, T), [M|Map], Res) :-
 | 
						|
	member(Res-s(A, T), [M|Map]),
 | 
						|
	!.
 | 
						|
replace_pt_single(s(A, T), [M|Map], s(A, TT)) :-
 | 
						|
	!,
 | 
						|
	replace_pt_list(T, [M|Map], TT).
 | 
						|
replace_pt_single(A, _, A) :-
 | 
						|
	 not_or_atom(A).
 | 
						|
 | 
						|
%%%%%%%%%%%%
 | 
						|
% output for script
 | 
						|
% input argument is compressed tree, i.e. true/false or name assigned in last compression step
 | 
						|
%%%%%%%%%%%%
 | 
						|
output_compressed_script(false) :-
 | 
						|
	!,
 | 
						|
	format('L1 = FALSE~nL1~n', []).
 | 
						|
output_compressed_script(true) :-
 | 
						|
	!,
 | 
						|
	format('L1 = TRUE~nL1~n', []).
 | 
						|
% for each name-subtree pair, write corresponding line to script, e.g. L17 = x4 * L16
 | 
						|
% stop after writing definition of root (last entry in compression/2), add it's name to mark end of script
 | 
						|
output_compressed_script(T) :-
 | 
						|
	once(retract(compression(Short, Long))),
 | 
						|
	(T = Short ->
 | 
						|
	    format('~w = ', [Short]),
 | 
						|
	    format_compression_script(Long),
 | 
						|
	    format('~w~n', [Short])
 | 
						|
	;
 | 
						|
	    format('~w = ', [Short]),
 | 
						|
	    format_compression_script(Long),
 | 
						|
	    output_compressed_script(T)).
 | 
						|
 | 
						|
format_compression_script(s(A0, B0)) :-
 | 
						|
	% checkme
 | 
						|
	(
 | 
						|
	    A0 = not(A)
 | 
						|
	->
 | 
						|
	    (
 | 
						|
		recorded(map, m(A, C), _),
 | 
						|
		format('~~~w * ~w~n', [C, B0])
 | 
						|
	    ) ;
 | 
						|
	    (
 | 
						|
		recorded(map, m(A0, C), _),
 | 
						|
		format('~w * ~w~n', [C, B0])
 | 
						|
	    )
 | 
						|
	).
 | 
						|
format_compression_script([A]) :-
 | 
						|
	format('~w~n', [A]).
 | 
						|
format_compression_script([A, B|C]) :-
 | 
						|
	format('~w + ', [A]),
 | 
						|
	format_compression_script([B|C]).
 | 
						|
 | 
						|
%%%%%%%%%%%%%%%%%%%%%%%%
 | 
						|
% auxiliaries for translation to BDD
 | 
						|
%%%%%%%%%%%%%%%%%%%%%%%%
 | 
						|
 | 
						|
% prefix the current counter with "L"
 | 
						|
get_next_name(Name) :-
 | 
						|
	retract(c_num(N)),
 | 
						|
	NN is N + 1,
 | 
						|
	assertz(c_num(NN)),
 | 
						|
	atomic_concat('L', N, Name).
 | 
						|
 | 
						|
% create BDD-var as fact id prefixed by x
 | 
						|
% learning.yap relies on this format!
 | 
						|
% when changing, also adapt test_var_name/1 below
 | 
						|
 | 
						|
 | 
						|
simplify_list(List, SList):-
 | 
						|
  findall(NEL, (member(El, List), simplify(El, NEL)), SList).
 | 
						|
 | 
						|
simplify(not(false), true):- !.
 | 
						|
simplify(not(true), false):- !.
 | 
						|
simplify(not(not(A)), B):-
 | 
						|
  !, simplify(A, B).
 | 
						|
simplify(A, A).
 | 
						|
 | 
						|
 | 
						|
 | 
						|
simplify(not(false), true):- !.
 | 
						|
simplify(not(true), false):- !.
 | 
						|
simplify(not(not(A)), B):-
 | 
						|
  !, simplify(A, B).
 | 
						|
simplify(A, A).
 | 
						|
 | 
						|
get_var_name(true, 'TRUE'):- !.
 | 
						|
get_var_name(false, 'FALSE'):- !.
 | 
						|
get_var_name(Variable, Name):-
 | 
						|
  atomic(Variable), !,
 | 
						|
  atomic_concat([x, Variable], Name),
 | 
						|
  (recorded(map, m(Variable, Name), _) ->
 | 
						|
    true
 | 
						|
  ;
 | 
						|
    recorda(map, m(Variable, Name), _)
 | 
						|
  ).
 | 
						|
get_var_name(not(A), NameA):-
 | 
						|
  get_var_name(A, NameA).
 | 
						|
 | 
						|
 | 
						|
/*
 | 
						|
get_var_name(true, 'TRUE') :-!.
 | 
						|
get_var_name(false, 'FALSE') :-!.
 | 
						|
get_var_name(not(A), NameA):-
 | 
						|
  !, get_var_name(A, NameA).
 | 
						|
get_var_name(A, NameA) :-
 | 
						|
	atomic_concat([x, A], NameA),
 | 
						|
	(
 | 
						|
	    recorded(map, m(A, NameA), _)
 | 
						|
	->
 | 
						|
	    true
 | 
						|
	;
 | 
						|
	    recorda(map, m(A, NameA), _)
 | 
						|
	).*/
 | 
						|
 | 
						|
% test used by base case of compression mapping to detect single-variable tree
 | 
						|
% has to match above naming scheme
 | 
						|
test_var_name(T) :-
 | 
						|
	atomic_concat(x, _, T).
 | 
						|
test_var_name(T) :-
 | 
						|
	atomic_concat('~x', _, T).
 | 
						|
 | 
						|
 | 
						|
% Theo debuging additions
 | 
						|
 | 
						|
print_ptree(Trie):-
 | 
						|
  trie_print(Trie).
 | 
						|
 | 
						|
statistics_ptree:-
 | 
						|
  trie_stats(Memory,Tries,Entries,Nodes),
 | 
						|
  write('--------------------------------'),nl,
 | 
						|
  write('Memory: '),write(Memory),nl,
 | 
						|
  write('Tries: '), write(Tries),nl,
 | 
						|
  write('Entries: '), write(Entries),nl,
 | 
						|
  write('Nodes: '), write(Nodes),nl,
 | 
						|
  write('--------------------------------'),nl.
 | 
						|
 | 
						|
 | 
						|
:- dynamic(nested_ptree_printed/1).
 | 
						|
 | 
						|
print_nested_ptree(Trie):-
 | 
						|
  retractall(nested_ptree_printed(_)),
 | 
						|
  print_nested_ptree(Trie, 0, '  '),
 | 
						|
  retractall(nested_ptree_printed(_)).
 | 
						|
print_nested_ptree(Trie, _, _):-
 | 
						|
  nested_ptree_printed(Trie), !.
 | 
						|
print_nested_ptree(Trie, Level, Space):-
 | 
						|
  spacy_print(begin(t(Trie)), Level, Space),
 | 
						|
  fail.
 | 
						|
print_nested_ptree(Trie, Level, Space):-
 | 
						|
  assertz(nested_ptree_printed(Trie)),
 | 
						|
  trie_path(Trie, Path),
 | 
						|
  NewLevel is Level + 1,
 | 
						|
  spacy_print(Path, NewLevel, Space),
 | 
						|
  (member(t(Hash), Path); member(not(t(Hash)), Path)),
 | 
						|
  problog:problog_chktabled(Hash, SubTrie),
 | 
						|
  NewLevel2 is NewLevel + 1,
 | 
						|
  print_nested_ptree(SubTrie, NewLevel2, Space),
 | 
						|
  fail.
 | 
						|
print_nested_ptree(Trie, Level, Space):-
 | 
						|
  spacy_print(end(t(Trie)), Level, Space).
 | 
						|
 | 
						|
spacy_print(Msg, 0, _):-
 | 
						|
  write(Msg), nl, !.
 | 
						|
spacy_print(Msg, Level, Space):-
 | 
						|
  Level > 0,
 | 
						|
  write(Space),
 | 
						|
  NewLevel is Level - 1,
 | 
						|
  spacy_print(Msg, NewLevel, Space).
 | 
						|
 | 
						|
% Theo Naive method works with Nested Trie to BDD Script
 | 
						|
 | 
						|
:- dynamic(get_used_vars/2).
 | 
						|
:- dynamic(generated_trie/2).
 | 
						|
:- dynamic(next_intermediate_step/1).
 | 
						|
 | 
						|
 | 
						|
nested_ptree_to_BDD_script(Trie, BDDFileName, VarFileName):-
 | 
						|
  tmpnam(TmpFile1),
 | 
						|
  open(TmpFile1, 'write', BDDS),
 | 
						|
  (generate_BDD_from_trie(Trie, Inter, BDDS) ->
 | 
						|
    next_intermediate_step(TMP), InterCNT is TMP - 1,
 | 
						|
    write(BDDS, Inter), nl(BDDS),
 | 
						|
    close(BDDS),
 | 
						|
    (
 | 
						|
     get_used_vars(Vars, VarCNT)
 | 
						|
    ->
 | 
						|
     true;
 | 
						|
     VarCNT = 0
 | 
						|
    ),
 | 
						|
    prefix_bdd_file_with_header(BDDFileName,VarCNT,InterCNT,TmpFile1),
 | 
						|
    open(VarFileName, 'write', VarStream),
 | 
						|
    bddvars_to_script(Vars, VarStream),
 | 
						|
    close(VarStream),
 | 
						|
    cleanup_BDD_generation
 | 
						|
  ;
 | 
						|
    close(BDDS),
 | 
						|
    delete_file_silently(TmpFile1),
 | 
						|
    cleanup_BDD_generation,
 | 
						|
    fail
 | 
						|
  ).
 | 
						|
 | 
						|
cleanup_BDD_generation:-
 | 
						|
  retractall(get_used_vars(_, _)),
 | 
						|
  retractall(generated_trie(_, _)),
 | 
						|
  retractall(next_intermediate_step(_)).
 | 
						|
 | 
						|
generate_BDD_from_trie(Trie, TrieInter, Stream):-
 | 
						|
  empty_ptree(Trie), !,
 | 
						|
  get_next_intermediate_step(TrieInter),
 | 
						|
  write(Stream, TrieInter), write(Stream, ' = FALSE'), nl(Stream), !.
 | 
						|
generate_BDD_from_trie(Trie, TrieInter, _Stream):-
 | 
						|
  clause(generated_trie(STrie, TrieInter), true),
 | 
						|
  STrie = Trie, !.
 | 
						|
generate_BDD_from_trie(Trie, TrieInter, Stream):-
 | 
						|
  findall(LineInter, (
 | 
						|
    trie_path(Trie, L),
 | 
						|
    generate_line(L, LineTerms, LineInter, Stream),
 | 
						|
    write_bdd_line(LineTerms, LineInter, '*', Stream)
 | 
						|
  ), OrLineTerms),
 | 
						|
  (OrLineTerms = [Inter|[]] ->
 | 
						|
    TrieInter = Inter
 | 
						|
  ;
 | 
						|
    get_next_intermediate_step(TrieInter),
 | 
						|
    write_bdd_line(OrLineTerms, TrieInter, '+', Stream)
 | 
						|
  ),
 | 
						|
  assertz(generated_trie(Trie, TrieInter)).
 | 
						|
 | 
						|
write_bdd_line([], _LineInter, _Operator, _Stream):-!.
 | 
						|
write_bdd_line(LineTerms, LineInter, Operator, Stream):-
 | 
						|
  write(Stream, LineInter), write(Stream, '='),
 | 
						|
  write_bdd_lineterm(LineTerms, Operator, Stream).
 | 
						|
 | 
						|
write_bdd_lineterm([LineTerm|[]], _Operator, Stream):-
 | 
						|
  write(Stream, LineTerm), nl(Stream), !.
 | 
						|
write_bdd_lineterm([LineTerm|LineTerms], Operator, Stream):-
 | 
						|
  write(Stream, LineTerm), write(Stream, Operator),
 | 
						|
  write_bdd_lineterm(LineTerms, Operator, Stream).
 | 
						|
 | 
						|
generate_line([], [], Inter, _Stream):-
 | 
						|
  !, get_next_intermediate_step(Inter).
 | 
						|
generate_line([not(t(Hash))|L], [TrieInter|T] , Inter, Stream):-
 | 
						|
  !, problog:problog_chktabled(Hash, Trie),
 | 
						|
  generate_BDD_from_trie(Trie, TrieInterTmp, Stream),
 | 
						|
  atomic_concat(['~', TrieInterTmp], TrieInter),
 | 
						|
  generate_line(L, T, Inter, Stream).
 | 
						|
generate_line([t(Hash)|L], [TrieInter|T] , Inter, Stream):-
 | 
						|
  !, problog:problog_chktabled(Hash, Trie),
 | 
						|
  generate_BDD_from_trie(Trie, TrieInter, Stream),
 | 
						|
  generate_line(L, T, Inter, Stream).
 | 
						|
generate_line([V|L], [BDDV|T], Inter, Stream):-
 | 
						|
  make_bdd_var(V, BDDV),
 | 
						|
  generate_line(L, T, Inter, Stream).
 | 
						|
 | 
						|
%
 | 
						|
% Currently it is dublicate with bdd_vars_script predicate
 | 
						|
% finally should be merged
 | 
						|
%
 | 
						|
 | 
						|
bddvars_to_script([], _Stream):-!.
 | 
						|
bddvars_to_script([H|T], Stream):-
 | 
						|
  (number(H) ->
 | 
						|
    CurVar = H
 | 
						|
  ;
 | 
						|
    atom_codes(H, H_Codes),
 | 
						|
    % 95 = '_'
 | 
						|
    append(Part1, [95|Part2], H_Codes),
 | 
						|
    number_codes(CurVar, Part1),
 | 
						|
    number_codes(Grounding_ID, Part2)
 | 
						|
  ),
 | 
						|
  (problog:dynamic_probability_fact(CurVar) ->
 | 
						|
    problog:grounding_is_known(Goal, Grounding_ID),
 | 
						|
    problog:dynamic_probability_fact_extract(Goal, P)
 | 
						|
  ;
 | 
						|
    problog:get_fact_probability(CurVar, P)
 | 
						|
  ),
 | 
						|
  get_var_name(H, VarName),
 | 
						|
  format(Stream, '@~w~n~12f~n', [VarName, P]),
 | 
						|
  bddvars_to_script(T, Stream).
 | 
						|
 | 
						|
get_next_intermediate_step('L1'):-
 | 
						|
  \+ clause(next_intermediate_step(_), _), !,
 | 
						|
  assertz(next_intermediate_step(2)).
 | 
						|
get_next_intermediate_step(Inter):-
 | 
						|
  next_intermediate_step(InterStep),
 | 
						|
  retract(next_intermediate_step(InterStep)),
 | 
						|
  NextInterStep is InterStep + 1,
 | 
						|
  assertz(next_intermediate_step(NextInterStep)),
 | 
						|
  atomic_concat(['L', InterStep], Inter).
 | 
						|
 | 
						|
make_bdd_var('true', 'TRUE'):-!.
 | 
						|
make_bdd_var('false', 'FALSE'):-!.
 | 
						|
/*make_bdd_var(neg(V), NotVName):-
 | 
						|
  !, make_bdd_var(not(V), NotVName).*/
 | 
						|
make_bdd_var(not(V), NotVName):-
 | 
						|
  !,
 | 
						|
  get_var_name(V, VName),
 | 
						|
  atomic_concat(['~', VName], NotVName),
 | 
						|
  add_to_vars(V).
 | 
						|
make_bdd_var(V, VName):-
 | 
						|
  get_var_name(V, VName),
 | 
						|
  add_to_vars(V).
 | 
						|
 | 
						|
 | 
						|
add_to_vars(V):-
 | 
						|
	clause(get_used_vars(Vars, _Cnt), true),
 | 
						|
	memberchk(V, Vars),!.
 | 
						|
add_to_vars(V):-
 | 
						|
	clause(get_used_vars(Vars, Cnt), true), !,
 | 
						|
	retract(get_used_vars(Vars, Cnt)),
 | 
						|
	NewCnt is Cnt + 1,
 | 
						|
	assertz(get_used_vars([V|Vars], NewCnt)).
 | 
						|
add_to_vars(V):-
 | 
						|
	assertz(get_used_vars([V], 1)).
 | 
						|
 | 
						|
 | 
						|
%%%%%%%%%%%%%%% depth breadth builtin support %%%%%%%%%%%%%%%%%
 | 
						|
%%%
 | 
						|
%%% Pending:
 | 
						|
%%%          1) Replace term in trie, written in C level
 | 
						|
%%%         *2) Support for false, true and 1 var
 | 
						|
%%%          3) Decide if it is necessary to propagete loop from child
 | 
						|
%%%          4) Possible memory leak with [true] (go(0))
 | 
						|
%%%         *5) Handle correctly the trie_replace when not(false), not(true)
 | 
						|
%%%          6) Compare sort with a good insert sort
 | 
						|
%%%          7) Have a look to the write to file predicates
 | 
						|
%%%
 | 
						|
 | 
						|
 | 
						|
variables_in_dbtrie(Trie, []):-
 | 
						|
  empty_ptree(Trie), !.
 | 
						|
variables_in_dbtrie(Trie, []):-
 | 
						|
  trie_check_entry(Trie, [true], _R), !.
 | 
						|
variables_in_dbtrie(Trie, L):-
 | 
						|
  all(V, variable_in_dbtrie(Trie,V), L).
 | 
						|
 | 
						|
variable_in_dbtrie(Trie, V):-
 | 
						|
  trie_traverse(Trie, R),
 | 
						|
  trie_get_entry(R, L),
 | 
						|
  get_next_variable(NV, L),
 | 
						|
  get_variable(NV, V).
 | 
						|
 | 
						|
get_next_variable(V, depth(L, _S)):-
 | 
						|
  member(V, L),
 | 
						|
  \+ is_label(V).
 | 
						|
get_next_variable(V, breadth(L, _S)):-
 | 
						|
  member(V, L),
 | 
						|
  \+ is_label(V).
 | 
						|
get_next_variable(V, L):-
 | 
						|
  member(V, L),
 | 
						|
  \+ is_label(V),
 | 
						|
  \+ isnestedtrie(V).
 | 
						|
 | 
						|
get_variable(not(V), R):-
 | 
						|
  !, get_variable(V, R).
 | 
						|
get_variable(R, R).
 | 
						|
 | 
						|
 | 
						|
  %trie_get_depth_breadth_reduction_opt_level_count(1, CNT1),
 | 
						|
  %trie_get_depth_breadth_reduction_opt_level_count(2, CNT2),
 | 
						|
  %trie_get_depth_breadth_reduction_opt_level_count(3, CNT3),
 | 
						|
  %writeln([CNT1, CNT2, CNT3]),
 | 
						|
  %trie_print(B),
 | 
						|
 | 
						|
trie_to_bdd_trie(A, B, OutputFile, OptimizationLevel, FileParam):-
 | 
						|
  trie_to_depth_breadth_trie(A, B, LL, OptimizationLevel),
 | 
						|
  (is_label(LL) ->
 | 
						|
    atomic_concat('L', InterStep, LL),
 | 
						|
    retractall(deref(_,_)),
 | 
						|
    (problog_flag(deref_terms, true) ->
 | 
						|
      asserta(deref(LL,no)),
 | 
						|
      mark_for_deref(B),
 | 
						|
      V = 3
 | 
						|
    ;
 | 
						|
      V = 1
 | 
						|
    ),
 | 
						|
    variables_in_dbtrie(B, Edges), %not the most efficient solution
 | 
						|
    length(Edges, VarCNT),         %this 2 should be changed
 | 
						|
    tell(FileParam),
 | 
						|
    bdd_vars_script(Edges),
 | 
						|
    told,
 | 
						|
    tell(OutputFile),
 | 
						|
    write('@BDD'), write(V), nl,
 | 
						|
    write(VarCNT), nl,
 | 
						|
    write(0), nl,
 | 
						|
    write(InterStep), nl,
 | 
						|
    trie_write(B, LL),
 | 
						|
    write(LL), nl,
 | 
						|
    told
 | 
						|
  ;
 | 
						|
    (is_state(LL) ->
 | 
						|
      Edges = []
 | 
						|
    ;
 | 
						|
      Edges = [LL]
 | 
						|
    ),
 | 
						|
    tell(FileParam),
 | 
						|
    bdd_vars_script(Edges),
 | 
						|
    told,
 | 
						|
    tell(OutputFile),
 | 
						|
    write('@BDD1'), nl,
 | 
						|
    write(1), nl,
 | 
						|
    write(0), nl,
 | 
						|
    write(1), nl,
 | 
						|
    (LL = not(ID) ->
 | 
						|
      get_var_name(ID, NLL),
 | 
						|
      write('L1 = ~'), write(NLL),nl
 | 
						|
    ;
 | 
						|
      get_var_name(LL, NLL),
 | 
						|
      write('L1 = '), write(NLL),nl
 | 
						|
    ),
 | 
						|
    write('L1'), nl,
 | 
						|
    told
 | 
						|
  ).
 | 
						|
 | 
						|
is_state(true).
 | 
						|
is_state(false).
 | 
						|
 | 
						|
nested_trie_to_bdd_trie(A, B, OutputFile, OptimizationLevel, FileParam):-
 | 
						|
%   trie_nested_to_depth_breadth_trie(A, B, LL, OptimizationLevel, problog:problog_chktabled),
 | 
						|
  nested_trie_to_depth_breadth_trie(A, B, LL, OptimizationLevel),
 | 
						|
  simplify(LL, FLL),
 | 
						|
  (is_label(FLL) ->
 | 
						|
    retractall(deref(_,_)),
 | 
						|
    (problog_flag(deref_terms, true) ->
 | 
						|
      asserta(deref(FLL,no)),
 | 
						|
      mark_for_deref(B),
 | 
						|
      V = 3
 | 
						|
    ;
 | 
						|
      V = 1
 | 
						|
    ),
 | 
						|
    variables_in_dbtrie(B, Edges), %not the most efficient solution
 | 
						|
    length(Edges, VarCNT),         %this 2 should be changed
 | 
						|
    tell(FileParam),
 | 
						|
    bdd_vars_script(Edges),
 | 
						|
    told,
 | 
						|
 | 
						|
    tell(OutputFile),
 | 
						|
    write('@BDD'), write(V), nl,
 | 
						|
    write(VarCNT), nl,
 | 
						|
    write(0), nl,
 | 
						|
    (FLL = not(NegL)->
 | 
						|
      atomic_concat('L', NegStep, NegL),
 | 
						|
      number_atom(NegStepN, NegStep),
 | 
						|
      InterStep is NegStepN + 1,
 | 
						|
      atomic_concat('L', InterStep, FL),
 | 
						|
      write(InterStep), nl,
 | 
						|
      trie_write(B, FL),
 | 
						|
      write(FL), write(' = ~'), write(NegL), nl,
 | 
						|
      write(FL), nl
 | 
						|
    ;
 | 
						|
      atomic_concat('L', InterStep, FLL),
 | 
						|
      write(InterStep), nl,
 | 
						|
      trie_write(B, FLL),
 | 
						|
      write(FLL), nl
 | 
						|
    ),
 | 
						|
    told
 | 
						|
  ;
 | 
						|
    (is_state(FLL) ->
 | 
						|
      Edges = []
 | 
						|
    ;
 | 
						|
      Edges = [FLL]
 | 
						|
    ),
 | 
						|
    tell(FileParam),
 | 
						|
    simplify_list(Edges, SEdges),
 | 
						|
    bdd_vars_script(SEdges),
 | 
						|
    told,
 | 
						|
    tell(OutputFile),
 | 
						|
    write('@BDD1'), nl,
 | 
						|
    write(1), nl,
 | 
						|
    write(0), nl,
 | 
						|
    write(1), nl,
 | 
						|
    (FLL = not(_) ->
 | 
						|
      write('L1 = ~')
 | 
						|
    ;
 | 
						|
      write('L1 = ')
 | 
						|
    ),
 | 
						|
    get_var_name(FLL, NLL),
 | 
						|
    write(NLL),nl,
 | 
						|
    write('L1'), nl,
 | 
						|
    told
 | 
						|
  ).
 | 
						|
 | 
						|
 | 
						|
/*
 | 
						|
  variables_in_dbtrie(B, Edges), %not the most efficient solution
 | 
						|
 | 
						|
  length(Edges, VarCNT),         %this 2 should be changed
 | 
						|
  tell(FileParam),
 | 
						|
  bdd_vars_script(Edges),
 | 
						|
  told,
 | 
						|
  (atomic_concat('L', InterStep, LL) ->
 | 
						|
    tell(OutputFile),
 | 
						|
    write('@BDD1'), nl,
 | 
						|
    write(VarCNT), nl,
 | 
						|
    write(0), nl,
 | 
						|
    write(InterStep), nl,
 | 
						|
    trie_write(B, LL),
 | 
						|
    write(LL), nl,
 | 
						|
    told
 | 
						|
  ;
 | 
						|
    tell(OutputFile),
 | 
						|
    write('@BDD1'), nl,
 | 
						|
    write(1), nl,
 | 
						|
    write(0), nl,
 | 
						|
    write(1), nl,
 | 
						|
    fix(LL, NLL),
 | 
						|
    write('L1 = '),write(NLL),nl,
 | 
						|
    write('L1'), nl,
 | 
						|
    told
 | 
						|
  ).
 | 
						|
 | 
						|
fix(false, 'FALSE'):-!.
 | 
						|
fix(true, 'TRUE'):-!.
 | 
						|
fix(A, A).
 | 
						|
*/
 | 
						|
 | 
						|
preprocess(Index, DepthBreadthTrie, OptimizationLevel, StartCount, FinalEndCount):-
 | 
						|
  problog:problog_chktabled(Index, Trie), !,
 | 
						|
  trie_dup(Trie, CopyTrie),
 | 
						|
  initialise_ancestors(Ancestors),
 | 
						|
  make_nested_trie_base_cases(CopyTrie, t(Index), DepthBreadthTrie, OptimizationLevel, StartCount, EndCount, Ancestors),
 | 
						|
  trie_close(CopyTrie),
 | 
						|
  Next is Index + 1,
 | 
						|
  preprocess(Next, DepthBreadthTrie, OptimizationLevel, EndCount, FinalEndCount).
 | 
						|
preprocess(_, _, _, FinalEndCount, FinalEndCount).
 | 
						|
 | 
						|
make_nested_trie_base_cases(Trie, t(ID), DepthBreadthTrie, OptimizationLevel, StartCount, FinalEndCount, Ancestors):-
 | 
						|
  trie_to_depth_breadth_trie(Trie, DepthBreadthTrie, Label, OptimizationLevel, StartCount, EndCount),
 | 
						|
  (Label \= t(_) ->
 | 
						|
    FinalEndCount = EndCount,
 | 
						|
    problog:problog_chktabled(ID, RTrie),!,
 | 
						|
    get_set_trie_from_id(t(ID), Label, RTrie, Ancestors, _, Ancestors)
 | 
						|
  ;
 | 
						|
    trie_get_depth_breadth_reduction_entry(NestedEntry),
 | 
						|
    trie_replace_entry(Trie, NestedEntry, Label, false),
 | 
						|
    add_to_ancestors(Label, Ancestors, NewAncestors),
 | 
						|
    make_nested_trie_base_cases(Trie, t(ID), DepthBreadthTrie, OptimizationLevel, EndCount, FinalEndCount, NewAncestors)
 | 
						|
  ).
 | 
						|
 | 
						|
trie_nested_to_depth_breadth_trie(Trie, DepthBreadthTrie, FinalLabel, OptimizationLevel, Module:GetTriePredicate):-
 | 
						|
  integer(OptimizationLevel),
 | 
						|
  trie_open(DepthBreadthTrie),
 | 
						|
  (problog_flag(trie_preprocess, true) ->
 | 
						|
    preprocess(1, DepthBreadthTrie, OptimizationLevel, 0, StartCount)
 | 
						|
  ;
 | 
						|
    StartCount = 0
 | 
						|
  ),
 | 
						|
  initialise_ancestors(Ancestors),
 | 
						|
  initialise_ancestors(Childs),
 | 
						|
  trie_nested_to_db_trie(Trie, DepthBreadthTrie, FinalLabel, OptimizationLevel, StartCount, _, Module:GetTriePredicate, Ancestors, _, _, Childs),
 | 
						|
  eraseall(problog_trie_table).
 | 
						|
 | 
						|
trie_nested_to_db_trie(Trie, DepthBreadthTrie, FinalLabel, OptimizationLevel, StartCount, FinalEndCount, Module:GetTriePredicate, AncestorList, ContainsLoop, Childs, ChildsAcc):-
 | 
						|
  trie_dup(Trie, CopyTrie),
 | 
						|
  nested_trie_to_db_trie(CopyTrie, DepthBreadthTrie, FinalLabel, OptimizationLevel, StartCount, FinalEndCount, Module:GetTriePredicate, AncestorList, ContainsLoop, Childs, ChildsAcc),
 | 
						|
  trie_close(CopyTrie).
 | 
						|
 | 
						|
nested_trie_to_db_trie(Trie, DepthBreadthTrie, FinalLabel, OptimizationLevel, StartCount, FinalEndCount, Module:GetTriePredicate, Ancestors, ContainsLoop, Childs, ChildsAcc):-
 | 
						|
  trie_to_depth_breadth_trie(Trie, DepthBreadthTrie, Label, OptimizationLevel, StartCount, EndCount),
 | 
						|
  (Label \= t(_) ->
 | 
						|
    (var(ContainsLoop) ->
 | 
						|
      ContainsLoop = false
 | 
						|
    ;
 | 
						|
      true
 | 
						|
    ),
 | 
						|
    FinalLabel = Label,
 | 
						|
    FinalEndCount = EndCount,
 | 
						|
    Childs = ChildsAcc
 | 
						|
  ;
 | 
						|
    trie_get_depth_breadth_reduction_entry(NestedEntry),
 | 
						|
    trie_get_entry(NestedEntry, Proof),
 | 
						|
    (loopcheck(Proof, Ancestors) -> % to fix
 | 
						|
      ContainsLoop = true,
 | 
						|
      NewLabel = false,
 | 
						|
      NewEndCount = EndCount
 | 
						|
    ;
 | 
						|
%       writeln(in(Label)),
 | 
						|
      get_set_trie_from_id(Label, NewLabel, NestedTrie, Ancestors, Module:GetTriePredicate, ChildChilds),
 | 
						|
%       writeln(out(NewLabel)),
 | 
						|
      (nonvar(NewLabel) ->
 | 
						|
        NewEndCount = EndCount
 | 
						|
      ;
 | 
						|
        add_to_ancestors(Label, Ancestors, CurAncestors),
 | 
						|
        initialise_ancestors(ChildChildsAcc),
 | 
						|
        trie_nested_to_db_trie(NestedTrie, DepthBreadthTrie, NewLabel, OptimizationLevel, EndCount, NewEndCount, Module:GetTriePredicate, CurAncestors, CheckLoop, ChildChilds, ChildChildsAcc),
 | 
						|
        (CheckLoop ->
 | 
						|
          StoreAncestors = CurAncestors
 | 
						|
        ;
 | 
						|
          initialise_ancestors(StoreAncestors)
 | 
						|
        ),
 | 
						|
        get_set_trie_from_id(Label, NewLabel, NestedTrie, StoreAncestors, Module:GetTriePredicate, ChildChilds)
 | 
						|
      )
 | 
						|
    ),
 | 
						|
    trie_replace_entry(Trie, NestedEntry, Label, NewLabel),
 | 
						|
    (problog_flag(refine_anclst, true) ->
 | 
						|
      combine_ancestors(ChildsAcc, ChildChilds, AllChilds),
 | 
						|
      add_to_ancestors(Label, AllChilds, FAllChilds)
 | 
						|
    ;
 | 
						|
      initialise_ancestors(FAllChilds)
 | 
						|
    ),
 | 
						|
    nested_trie_to_db_trie(Trie, DepthBreadthTrie, FinalLabel, OptimizationLevel, NewEndCount, FinalEndCount, Module:GetTriePredicate, Ancestors, ContainsLoop, Childs, FAllChilds)
 | 
						|
  ).
 | 
						|
 | 
						|
initialise_ancestors(Ancestors):-
 | 
						|
  (problog_flag(anclst_represent, list) ->
 | 
						|
    Ancestors = []
 | 
						|
  ;
 | 
						|
    Ancestors = 0
 | 
						|
  ).
 | 
						|
 | 
						|
add_to_ancestors(t(ID), Ancestors, NewAncestors):-
 | 
						|
  (problog_flag(anclst_represent, list) ->
 | 
						|
    ord_union(Ancestors, [t(ID)], NewAncestors)
 | 
						|
  ;
 | 
						|
    NewAncestors is Ancestors \/ (1 << (ID - 1))
 | 
						|
  ).
 | 
						|
 | 
						|
combine_ancestors(Ancestors, AddAncestors, Ancestors):-
 | 
						|
  var(AddAncestors), !.
 | 
						|
combine_ancestors(Ancestors, AddAncestors, AllAncestors):-
 | 
						|
  (problog_flag(anclst_represent, list) ->
 | 
						|
    ord_union(Ancestors, AddAncestors, AllAncestors)
 | 
						|
  ;
 | 
						|
    AllAncestors is Ancestors \/ AddAncestors
 | 
						|
  ).
 | 
						|
 | 
						|
 | 
						|
my_trie_print(T):-
 | 
						|
  trie_traverse(T, R),
 | 
						|
  trie_get_entry(R, E),
 | 
						|
  writeln(E),
 | 
						|
  fail.
 | 
						|
my_trie_print(_T).
 | 
						|
 | 
						|
loopcheck(Proof, AncestorList):-
 | 
						|
  contains_nested_trie(Proof, ID),
 | 
						|
%   memberchk(t(ID), AncestorList).
 | 
						|
%   writeln(chk_id(ID, AncestorList)),
 | 
						|
  chk_id(ID, AncestorList), !.
 | 
						|
chk_id(ID, AncestorList):-
 | 
						|
  (problog_flag(anclst_represent, list) ->
 | 
						|
    memberchk(t(ID), AncestorList)
 | 
						|
  ;
 | 
						|
    (AncestorList /\ (1 << (ID - 1))) > 0
 | 
						|
  ).
 | 
						|
chk_id(ID, AncestorList):-
 | 
						|
  get_negated_synonym_id(ID, NegID),
 | 
						|
%   writeln(get_negated_synonym_id(ID, NegID)),
 | 
						|
  (problog_flag(anclst_represent, list) ->
 | 
						|
    memberchk(t(NegID), AncestorList)
 | 
						|
  ;
 | 
						|
    (AncestorList /\ (1 << (NegID - 1))) > 0
 | 
						|
  ).
 | 
						|
% % can also check for a proof with A, not(A)
 | 
						|
%
 | 
						|
% get_negated_synonym_id(ID, NegID):-
 | 
						|
%   tabling:problog_tabling_get_negated_from_id(ID, Ref),
 | 
						|
%   recorded(problog_table, store(_, NegID, _, _, _), Ref).
 | 
						|
 | 
						|
get_negated_synonym_id(ID, NegID):-
 | 
						|
  tabling:has_synonyms,
 | 
						|
  recorded(problog_table, store(Pred, ID, _, _, _), _),
 | 
						|
  Pred =.. [Name0|Args],
 | 
						|
  atomic_concat(problog_, Name1, Name0),
 | 
						|
  atomic_concat(Name, '_original', Name1),
 | 
						|
  (recorded(problog_table_synonyms, negated(Name, NotName1), _);
 | 
						|
   recorded(problog_table_synonyms, negated(NotName1, Name), _)),
 | 
						|
  atomic_concat([problog_, NotName1, '_original'], NotName),
 | 
						|
  NegPred =.. [NotName|Args],
 | 
						|
  recorded(problog_table, store(NegPred, NegID, _, _, _), _).
 | 
						|
 | 
						|
 | 
						|
is_nested_trie(T):-
 | 
						|
  nonvar(T),
 | 
						|
  is_nested_trie(T, _).
 | 
						|
is_nested_trie(NT, ID):-
 | 
						|
  nonvar(NT),
 | 
						|
  NT = not(T), !,
 | 
						|
  is_nested_trie(T, ID).
 | 
						|
is_nested_trie(t(ID), ID).
 | 
						|
 | 
						|
contains_nested_trie(L, ID):-
 | 
						|
  member(T, L),
 | 
						|
  is_nested_trie(T, ID).
 | 
						|
 | 
						|
 | 
						|
subset([],_):-!.
 | 
						|
subset(_,[]):-!,fail.
 | 
						|
subset([H|T1], [H|T2]):-
 | 
						|
  subset(T1, T2).
 | 
						|
subset([H1|T1], [H2|T2]):-
 | 
						|
  compare(>, H1, H2),
 | 
						|
  subset([H1|T1],T2).
 | 
						|
 | 
						|
get_set_trie_from_id(t(ID), L, T, AncestorList, _GetTriePredicate, Childs):-
 | 
						|
  nonvar(ID),
 | 
						|
  atomic(L),
 | 
						|
  nonvar(AncestorList),
 | 
						|
  nonvar(T), !,
 | 
						|
  (problog_flag(refine_anclst, true) ->
 | 
						|
    (problog_flag(anclst_represent, list) ->
 | 
						|
      ord_intersection(AncestorList, Childs, RefinedAncestorList)
 | 
						|
    ;
 | 
						|
      RefinedAncestorList is AncestorList /\ Childs
 | 
						|
    )
 | 
						|
  ;
 | 
						|
    RefinedAncestorList = AncestorList
 | 
						|
  ),
 | 
						|
  recordz(problog_trie_table, get_step_from_id(ID, L, T, RefinedAncestorList, Childs), _).
 | 
						|
get_set_trie_from_id(t(ID), L, T, SuperSetAncestorList, _GetTriePredicate, Childs):-
 | 
						|
%   (clause(theo,_) ->writeln(get_set_trie_from_id(t(ID), L, T, SuperSetAncestorList, _GetTriePredicate, Childs));true),
 | 
						|
  recorded(problog_trie_table, get_step_from_id(ID, L, T, AncestorList, StoredChilds), _),
 | 
						|
  (problog_flag(refine_anclst, true) ->
 | 
						|
    StoredChilds = Childs
 | 
						|
  ;
 | 
						|
    true
 | 
						|
  ),
 | 
						|
  (problog_flag(subset_check, true) ->
 | 
						|
    (problog_flag(anclst_represent, list) ->
 | 
						|
      subset(AncestorList, SuperSetAncestorList)
 | 
						|
    ;
 | 
						|
      AncestorList is AncestorList /\ SuperSetAncestorList
 | 
						|
%       writeln(hi)
 | 
						|
    )
 | 
						|
  ;
 | 
						|
    AncestorList = SuperSetAncestorList
 | 
						|
  ), !.
 | 
						|
get_set_trie_from_id(t(ID), _L, T, _SuperSetAncestorList, _GetTriePredicate, _):-
 | 
						|
  recorded(problog_trie_table, get_step_from_id(ID, _, T, _AncestorList, _Childs), _), !.
 | 
						|
get_set_trie_from_id(t(ID), _L, T, _AncestorList, Module:GetTriePredicate, _):-
 | 
						|
  Goal =.. [GetTriePredicate, ID, T],
 | 
						|
  call(Module:Goal).
 | 
						|
 | 
						|
trie_replace_entry(_Trie, Entry, _E, false):-
 | 
						|
  !, trie_remove_entry(Entry).
 | 
						|
trie_replace_entry(Trie, Entry, E, true):-
 | 
						|
  !, trie_get_entry(Entry, Proof),
 | 
						|
  delete(Proof, E, NewProof),
 | 
						|
  (NewProof = [] ->
 | 
						|
    trie_delete(Trie),
 | 
						|
    trie_put_entry(Trie, [true], _)
 | 
						|
  ;
 | 
						|
    trie_remove_entry(Entry),
 | 
						|
    trie_put_entry(Trie, NewProof, _)
 | 
						|
  ).
 | 
						|
/*trie_replace_entry(Trie, Entry, E, R):-
 | 
						|
  trie_get_entry(Entry, List),
 | 
						|
  replace_in_list(List, NewProof, E, R),
 | 
						|
  trie_remove_entry(Entry),
 | 
						|
  trie_put_entry(Trie, NewProof, _).*/
 | 
						|
/*trie_replace_entry(Trie, _Entry, E, R):-
 | 
						|
  trie_replace_term2(Trie, E, R).*/
 | 
						|
trie_replace_entry(Trie, _Entry, t(ID), R):-
 | 
						|
  trie_replace_nested_trie(Trie, ID, R).
 | 
						|
 | 
						|
 | 
						|
 | 
						|
 | 
						|
trie_replace_term2(Trie, OldTerm, NewTerm):-
 | 
						|
  trie_dup(Trie, A),
 | 
						|
  %writeln(trie),
 | 
						|
  %my_trie_print(A),
 | 
						|
  trie_delete(Trie),
 | 
						|
  trie_replace_term(A, Trie, OldTerm, NewTerm),
 | 
						|
  trie_close(A).
 | 
						|
 | 
						|
trie_delete(Trie):-
 | 
						|
  trie_traverse(Trie, R),
 | 
						|
  trie_remove_entry(R),
 | 
						|
  fail.
 | 
						|
trie_delete(_Trie).
 | 
						|
 | 
						|
trie_replace_term(Trie, NewTrie, OldTerm, NewTerm):-
 | 
						|
  trie_traverse(Trie, R),
 | 
						|
  trie_get_entry(R, L),
 | 
						|
  replace_in_list(L, NL, OldTerm, NewTerm),
 | 
						|
  trie_put_entry(NewTrie, NL, _),
 | 
						|
  fail.
 | 
						|
trie_replace_term(_Trie, _NewTrie, _OldTerm, _NewTerm).
 | 
						|
 | 
						|
replace_in_list([],[],_,_):-!.
 | 
						|
replace_in_list([H|T], [N|NT], H, N):-
 | 
						|
  !, replace_in_list(T, NT, H, N).
 | 
						|
replace_in_list([H|T], [NH|NT], R, N):-
 | 
						|
  functor(H, _, 1), !,
 | 
						|
  replace_in_functor(H, NH, R, N),
 | 
						|
  replace_in_list(T, NT, R, N).
 | 
						|
replace_in_list([H|T], [H|NT], R, N):-
 | 
						|
  replace_in_list(T, NT, R, N).
 | 
						|
replace_in_functor(F, NF, T, R):-
 | 
						|
  F =.. L,
 | 
						|
  replace_in_list(L, NL, T, R),
 | 
						|
  NF =.. NL.
 | 
						|
 | 
						|
 | 
						|
 | 
						|
trie_write(T, MAXL):-
 | 
						|
  atomic_concat('L', MAXLA, MAXL),
 | 
						|
  atom_number(MAXLA, MAXLN),
 | 
						|
  trie_traverse(T, R),
 | 
						|
  trie_get_entry(R, L),
 | 
						|
  %write(user_output, L),nl(user_output),
 | 
						|
  (dnfbddformat(L, MAXLN) ->
 | 
						|
    true
 | 
						|
  ;
 | 
						|
    write(user_error, warning(L, not_processed)), nl(user_error)
 | 
						|
  ),
 | 
						|
  fail.
 | 
						|
trie_write(_, _).
 | 
						|
 | 
						|
dnfbddformat(depth(T, L), MAXL):-
 | 
						|
  atomic_concat('L', LA, L),
 | 
						|
  atom_number(LA, LN),
 | 
						|
  MAXL >= LN,
 | 
						|
  seperate(T, Li, V),
 | 
						|
  %sort(Li, SL),
 | 
						|
  %reverse(SL, RSL),
 | 
						|
  append(Li, V, R),
 | 
						|
  bddlineformat(R, L, ' * '),
 | 
						|
  forall(deref(I, L), (
 | 
						|
    atomic_concat('L', D, I),
 | 
						|
    write('D'), write(D), nl
 | 
						|
    )).
 | 
						|
dnfbddformat(breadth(T, L), MAXL):-
 | 
						|
  atomic_concat('L', LA, L),
 | 
						|
  atom_number(LA, LN),
 | 
						|
  MAXL >= LN,
 | 
						|
  seperate(T, Li, V),
 | 
						|
  %sort(Li, SL),
 | 
						|
  %reverse(SL, RSL),
 | 
						|
  append(V, Li, R),
 | 
						|
  bddlineformat(R, L, ' + '),
 | 
						|
  forall(deref(I, L), (
 | 
						|
    atomic_concat('L', D, I),
 | 
						|
    write('D'), write(D), nl
 | 
						|
    )).
 | 
						|
 | 
						|
 | 
						|
bddlineformat([not(H)|T], O):-
 | 
						|
  write('~'), !,
 | 
						|
  bddlineformat([H|T], O).
 | 
						|
bddlineformat([H], _O):-
 | 
						|
  (is_label(H) ->
 | 
						|
    Var = H
 | 
						|
  ;
 | 
						|
    get_var_name(H, Var)
 | 
						|
  ),
 | 
						|
  write(Var), nl, !.
 | 
						|
bddlineformat([H|T], O):-
 | 
						|
  (is_label(H) ->
 | 
						|
    Var = H
 | 
						|
  ;
 | 
						|
    get_var_name(H, Var)
 | 
						|
  ),
 | 
						|
  write(Var), write(O),
 | 
						|
  bddlineformat(T, O).
 | 
						|
 | 
						|
/*
 | 
						|
bddlineformat([not(H)], O):-
 | 
						|
  !, write('~'),
 | 
						|
  bddlineformat([H], O).
 | 
						|
bddlineformat([H], _O):-!,
 | 
						|
  (is_label(H) ->
 | 
						|
    VarName = H
 | 
						|
  ;
 | 
						|
    get_var_name(H, VarName)
 | 
						|
  ),
 | 
						|
  write(VarName), nl.
 | 
						|
bddlineformat([not(H)|T], O):-
 | 
						|
  !, write('~'),
 | 
						|
  bddlineformat([H|T], O).
 | 
						|
bddlineformat([H|T], O):-
 | 
						|
  (is_label(H) ->
 | 
						|
    VarName = H
 | 
						|
  ;
 | 
						|
    get_var_name(H, VarName)
 | 
						|
  ),
 | 
						|
  write(VarName), write(O),
 | 
						|
  bddlineformat(T, O).*/
 | 
						|
 | 
						|
bddlineformat(T, L, O):-
 | 
						|
  (is_label(L) ->
 | 
						|
    write(L), write(' = '),
 | 
						|
    bddlineformat(T, O)
 | 
						|
  ;
 | 
						|
    write(user_output,bdd_script_error([L,T,O])),nl(user_output)
 | 
						|
  ).
 | 
						|
 | 
						|
is_label(not(L)):-
 | 
						|
  !, is_label(L).
 | 
						|
is_label(Label):-
 | 
						|
  atom(Label),
 | 
						|
  atomic_concat('L', _, Label).
 | 
						|
 | 
						|
isnestedtrie(not(T)):-
 | 
						|
  !, isnestedtrie(T).
 | 
						|
isnestedtrie(t(_T)).
 | 
						|
 | 
						|
seperate([], [], []).
 | 
						|
seperate([H|T], [H|Labels], Vars):-
 | 
						|
  is_label(H), !,
 | 
						|
  seperate(T, Labels, Vars).
 | 
						|
seperate([H|T], Labels, [H|Vars]):-
 | 
						|
  seperate(T, Labels, Vars).
 | 
						|
 | 
						|
 | 
						|
ptree_decomposition(Trie, BDDFileName, VarFileName) :-
 | 
						|
  tmpnam(TmpFile1),
 | 
						|
  nb_setval(next_inter_step, 1),
 | 
						|
  variables_in_dbtrie(Trie, T),
 | 
						|
  
 | 
						|
  length(T, VarCnt),
 | 
						|
  tell(VarFileName),
 | 
						|
  bdd_vars_script(T),
 | 
						|
  told,
 | 
						|
  tell(TmpFile1),
 | 
						|
  decompose_trie(Trie, T, L),
 | 
						|
  (is_label(L)->
 | 
						|
    atomic_concat('L', LCnt, L),
 | 
						|
    write(L),nl
 | 
						|
  ;
 | 
						|
    LCnt = 1,
 | 
						|
    write('L1 = '),
 | 
						|
    (L == false ->
 | 
						|
      write('FALSE')
 | 
						|
    ;
 | 
						|
      write(L)
 | 
						|
    ), nl,
 | 
						|
    write('L1'), nl
 | 
						|
  ),
 | 
						|
  told,
 | 
						|
  prefix_bdd_file_with_header(BDDFileName,VarCnt,LCnt,TmpFile1).
 | 
						|
 | 
						|
get_next_inter_step(I):-
 | 
						|
  nb_getval(next_inter_step, I),
 | 
						|
  NI is I + 1,
 | 
						|
  nb_setval(next_inter_step, NI).
 | 
						|
 | 
						|
decompose_trie(Trie, _, false):-
 | 
						|
  empty_ptree(Trie), !.
 | 
						|
 | 
						|
decompose_trie(Trie, _, 'TRUE'):-
 | 
						|
  trie_check_entry(Trie, [true], _R),!.
 | 
						|
 | 
						|
decompose_trie(Trie, [H|[]], Var):-
 | 
						|
  trie_usage(Trie, 1, _, _),
 | 
						|
  get_var_name(H, VarA),
 | 
						|
  trie_check_entry(Trie, [L], _R),
 | 
						|
  (not(H) == L ->
 | 
						|
    Var = not(VarA)
 | 
						|
  ,
 | 
						|
    Var = VarA
 | 
						|
  ),
 | 
						|
  !.
 | 
						|
 | 
						|
decompose_trie(Trie, [H|_T], L3):-
 | 
						|
  trie_open(TrieWith),
 | 
						|
  trie_open(TrieWithNeg),
 | 
						|
  trie_open(TrieWithOut),
 | 
						|
  trie_seperate(Trie, H, TrieWith, TrieWithNeg, TrieWithOut),
 | 
						|
  /*trie_print(Trie),
 | 
						|
  dwriteln('-----------'),
 | 
						|
  trie_print(TrieWith),
 | 
						|
  dwriteln('-----------'),
 | 
						|
  trie_print(TrieWithNeg),
 | 
						|
  dwriteln('-----------'),
 | 
						|
  trie_print(TrieWithOut),
 | 
						|
  dwriteln('-----------'),*/
 | 
						|
 | 
						|
  variables_in_dbtrie(TrieWith, T1),
 | 
						|
  variables_in_dbtrie(TrieWithNeg, T2),
 | 
						|
  variables_in_dbtrie(TrieWithOut, T3),
 | 
						|
 | 
						|
  %dwriteln([T1, not(T2), T3]),
 | 
						|
 | 
						|
  decompose_trie(TrieWith, T1, LWith),
 | 
						|
  trie_close(TrieWith),
 | 
						|
 | 
						|
  decompose_trie(TrieWithNeg, T2, LWithNeg),
 | 
						|
  trie_close(TrieWithNeg),
 | 
						|
 | 
						|
  decompose_trie(TrieWithOut, T3, LWithOut),
 | 
						|
  trie_close(TrieWithOut),
 | 
						|
 | 
						|
  get_var_name(H, Var),
 | 
						|
  %dwriteln([Var, ' * ', LWith, ' + ~', Var, ' * ', LWithNeg, ' + ', LWithOut]),
 | 
						|
  (LWith == false ->
 | 
						|
    L1 = false
 | 
						|
  ;
 | 
						|
    (Var == 'TRUE' ->
 | 
						|
      L1 = LWith
 | 
						|
    ;
 | 
						|
      (LWith == 'TRUE' ->
 | 
						|
        L1 = Var
 | 
						|
      ;
 | 
						|
        get_next_inter_step(I),
 | 
						|
        atomic_concat(['L', I], L1),
 | 
						|
        atomic_concat([L1, ' = ', Var, '*', LWith], W1),
 | 
						|
        write(W1), nl
 | 
						|
      )
 | 
						|
    )
 | 
						|
  ),
 | 
						|
  (LWithNeg == false ->
 | 
						|
    L2 = false
 | 
						|
  ;
 | 
						|
    (Var == 'TRUE' ->
 | 
						|
      L2 = false
 | 
						|
    ;
 | 
						|
      (LWithNeg == 'TRUE' ->
 | 
						|
        atomic_concat(['~', Var], L2)
 | 
						|
      ;
 | 
						|
        get_next_inter_step(I2),
 | 
						|
        atomic_concat(['L', I2], L2),
 | 
						|
        atomic_concat([L2, ' = ~', Var, '*', LWithNeg], W2),
 | 
						|
        write(W2), nl
 | 
						|
      )
 | 
						|
    )
 | 
						|
  ),
 | 
						|
  (one_true(L1, L2, LWithOut) ->
 | 
						|
    L3 = 'TRUE'
 | 
						|
  ;
 | 
						|
    (all_false(L1, L2, LWithOut)->
 | 
						|
      L3 = false
 | 
						|
    ;
 | 
						|
      (one_non_false(L1, L2, LWithOut, L3) ->
 | 
						|
        true
 | 
						|
      ;
 | 
						|
        get_next_inter_step(I3),
 | 
						|
        atomic_concat(['L', I3], L3),
 | 
						|
        write(L3), write(' = '),
 | 
						|
        non_false([L1,L2,LWithOut], [First|Rest]),
 | 
						|
        write(First),
 | 
						|
        forall(member(NonFalse, Rest), (write('+'), write(NonFalse))),
 | 
						|
        nl
 | 
						|
      )
 | 
						|
    )
 | 
						|
  ).
 | 
						|
 | 
						|
dwriteln(A):-
 | 
						|
  write(user_error, A),nl(user_error),flush_output.
 | 
						|
 | 
						|
 | 
						|
non_false([], []):-!.
 | 
						|
non_false([H|T], [H|NT]):-
 | 
						|
  H \== false,
 | 
						|
  non_false(T, NT).
 | 
						|
non_false([H|T], NT):-
 | 
						|
  H == false,
 | 
						|
  non_false(T, NT).
 | 
						|
 | 
						|
one_true('TRUE', _, _):-!.
 | 
						|
one_true(_, 'TRUE', _):-!.
 | 
						|
one_true(_, _, 'TRUE'):-!.
 | 
						|
 | 
						|
all_false(false,false,false).
 | 
						|
one_non_false(L, false, false, L):-
 | 
						|
  L \== false, !.
 | 
						|
one_non_false(false, L, false, L):-
 | 
						|
  L \== false, !.
 | 
						|
one_non_false(false, false, L, L):-
 | 
						|
  L \== false, !.
 | 
						|
 | 
						|
trie_seperate(Trie, Var, TrieWith, TrieWithNeg, TrieWithOut):-
 | 
						|
  trie_traverse(Trie, R),
 | 
						|
  trie_get_entry(R, Proof),
 | 
						|
  (memberchk(Var, Proof) ->
 | 
						|
    remove_from_list(Var, Proof, NProof),
 | 
						|
    (NProof == [] ->
 | 
						|
      trie_put_entry(TrieWith, [true], _)
 | 
						|
    ;
 | 
						|
      trie_put_entry(TrieWith, NProof, _)
 | 
						|
    )
 | 
						|
  ;
 | 
						|
    (memberchk(not(Var), Proof) ->
 | 
						|
      remove_from_list(not(Var), Proof, NProof),
 | 
						|
      (NProof == [] ->
 | 
						|
        trie_put_entry(TrieWithNeg, [true], _)
 | 
						|
      ;
 | 
						|
        trie_put_entry(TrieWithNeg, NProof, _)
 | 
						|
      )
 | 
						|
    ;
 | 
						|
      trie_put_entry(TrieWithOut, Proof, _)
 | 
						|
    )
 | 
						|
  ),
 | 
						|
  fail.
 | 
						|
trie_seperate(_Trie, _Var, _TrieWith, _TrieWithNeg, _TrieWithOut).
 | 
						|
 | 
						|
remove_from_list(_E, [], []):-!.
 | 
						|
remove_from_list(E, [E|T], NT):-
 | 
						|
  !, remove_from_list(E, T, NT).
 | 
						|
remove_from_list(E, [A|T], [A|NT]):-
 | 
						|
  remove_from_list(E, T, NT).
 | 
						|
 | 
						|
ptree_db_trie_opt_performed(LVL1, LVL2, LVL3):-
 | 
						|
  trie_get_depth_breadth_reduction_opt_level_count(1, LVL1),
 | 
						|
  trie_get_depth_breadth_reduction_opt_level_count(2, LVL2),
 | 
						|
  trie_get_depth_breadth_reduction_opt_level_count(3, LVL3).
 | 
						|
 | 
						|
:- dynamic(deref/2).
 | 
						|
 | 
						|
mark_for_deref(DB_Trie):-
 | 
						|
  traverse_ptree_mode(OLD),
 | 
						|
  traverse_ptree_mode(backward),
 | 
						|
  mark_deref(DB_Trie),
 | 
						|
  traverse_ptree_mode(OLD).
 | 
						|
 | 
						|
mark_deref(DB_Trie):-
 | 
						|
  traverse_ptree(DB_Trie, DB_Term),
 | 
						|
  (DB_Term = depth(List, Inter); DB_Term = breadth(List, Inter)),
 | 
						|
  member(L, List),
 | 
						|
  ((is_label(L), \+ deref(L, _)) ->
 | 
						|
    asserta(deref(L, Inter))
 | 
						|
  ;
 | 
						|
    true
 | 
						|
  ),
 | 
						|
  fail.
 | 
						|
mark_deref(_).
 |