1977 lines
77 KiB
C
1977 lines
77 KiB
C
/******************************************************************************\
|
|
* *
|
|
* SimpleCUDD library (www.cs.kuleuven.be/~theo/tools/simplecudd.html) *
|
|
* SimpleCUDD was developed at Katholieke Universiteit Leuven(www.kuleuven.be) *
|
|
* *
|
|
* Copyright Katholieke Universiteit Leuven 2008, 2009, 2010 *
|
|
* *
|
|
* Author: Theofrastos Mantadelis, Angelika Kimmig, Bernd Gutmann *
|
|
* File: ProblogBDD.c *
|
|
* *
|
|
********************************************************************************
|
|
* *
|
|
* Artistic License 2.0 *
|
|
* *
|
|
* Copyright (c) 2000-2006, The Perl Foundation. *
|
|
* *
|
|
* Everyone is permitted to copy and distribute verbatim copies of this license *
|
|
* document, but changing it is not allowed. *
|
|
* *
|
|
* Preamble *
|
|
* *
|
|
* This license establishes the terms under which a given free software Package *
|
|
* may be copied, modified, distributed, and/or redistributed. The intent is *
|
|
* that the Copyright Holder maintains some artistic control over the *
|
|
* development of that Package while still keeping the Package available as *
|
|
* open source and free software. *
|
|
* *
|
|
* You are always permitted to make arrangements wholly outside of this license *
|
|
* directly with the Copyright Holder of a given Package. If the terms of this *
|
|
* license do not permit the full use that you propose to make of the Package, *
|
|
* you should contact the Copyright Holder and seek a different licensing *
|
|
* arrangement. *
|
|
* Definitions *
|
|
* *
|
|
* "Copyright Holder" means the individual(s) or organization(s) named in the *
|
|
* copyright notice for the entire Package. *
|
|
* *
|
|
* "Contributor" means any party that has contributed code or other material to *
|
|
* the Package, in accordance with the Copyright Holder's procedures. *
|
|
* *
|
|
* "You" and "your" means any person who would like to copy, distribute, or *
|
|
* modify the Package. *
|
|
* *
|
|
* "Package" means the collection of files distributed by the Copyright Holder, *
|
|
* and derivatives of that collection and/or of those files. A given Package *
|
|
* may consist of either the Standard Version, or a Modified Version. *
|
|
* *
|
|
* "Distribute" means providing a copy of the Package or making it accessible *
|
|
* to anyone else, or in the case of a company or organization, to others *
|
|
* outside of your company or organization. *
|
|
* *
|
|
* "Distributor Fee" means any fee that you charge for Distributing this *
|
|
* Package or providing support for this Package to another party. It does not *
|
|
* mean licensing fees. *
|
|
* *
|
|
* "Standard Version" refers to the Package if it has not been modified, or has *
|
|
* been modified only in ways explicitly requested by the Copyright Holder. *
|
|
* *
|
|
* "Modified Version" means the Package, if it has been changed, and such *
|
|
* changes were not explicitly requested by the Copyright Holder. *
|
|
* *
|
|
* "Original License" means this Artistic License as Distributed with the *
|
|
* Standard Version of the Package, in its current version or as it may be *
|
|
* modified by The Perl Foundation in the future. *
|
|
* *
|
|
* "Source" form means the source code, documentation source, and configuration *
|
|
* files for the Package. *
|
|
* *
|
|
* "Compiled" form means the compiled bytecode, object code, binary, or any *
|
|
* other form resulting from mechanical transformation or translation of the *
|
|
* Source form. *
|
|
* Permission for Use and Modification Without Distribution *
|
|
* *
|
|
* (1) You are permitted to use the Standard Version and create and use *
|
|
* Modified Versions for any purpose without restriction, provided that you do *
|
|
* not Distribute the Modified Version. *
|
|
* Permissions for Redistribution of the Standard Version *
|
|
* *
|
|
* (2) You may Distribute verbatim copies of the Source form of the Standard *
|
|
* Version of this Package in any medium without restriction, either gratis or *
|
|
* for a Distributor Fee, provided that you duplicate all of the original *
|
|
* copyright notices and associated disclaimers. At your discretion, such *
|
|
* verbatim copies may or may not include a Compiled form of the Package. *
|
|
* *
|
|
* (3) You may apply any bug fixes, portability changes, and other *
|
|
* modifications made available from the Copyright Holder. The resulting *
|
|
* Package will still be considered the Standard Version, and as such will be *
|
|
* subject to the Original License. *
|
|
* Distribution of Modified Versions of the Package as Source *
|
|
* *
|
|
* (4) You may Distribute your Modified Version as Source (either gratis or for *
|
|
* a Distributor Fee, and with or without a Compiled form of the Modified *
|
|
* Version) provided that you clearly document how it differs from the Standard *
|
|
* Version, including, but not limited to, documenting any non-standard *
|
|
* features, executables, or modules, and provided that you do at least ONE of *
|
|
* the following: *
|
|
* *
|
|
* (a) make the Modified Version available to the Copyright Holder of the *
|
|
* Standard Version, under the Original License, so that the Copyright Holder *
|
|
* may include your modifications in the Standard Version. *
|
|
* (b) ensure that installation of your Modified Version does not prevent the *
|
|
* user installing or running the Standard Version. In addition, the Modified *
|
|
* Version must bear a name that is different from the name of the Standard *
|
|
* Version. *
|
|
* (c) allow anyone who receives a copy of the Modified Version to make the *
|
|
* Source form of the Modified Version available to others under *
|
|
* (i) the Original License or *
|
|
* (ii) a license that permits the licensee to freely copy, modify and *
|
|
* redistribute the Modified Version using the same licensing terms that apply *
|
|
* to the copy that the licensee received, and requires that the Source form of *
|
|
* the Modified Version, and of any works derived from it, be made freely *
|
|
* available in that license fees are prohibited but Distributor Fees are *
|
|
* allowed. *
|
|
* Distribution of Compiled Forms of the Standard Version or Modified Versions *
|
|
* without the Source *
|
|
* *
|
|
* (5) You may Distribute Compiled forms of the Standard Version without the *
|
|
* Source, provided that you include complete instructions on how to get the *
|
|
* Source of the Standard Version. Such instructions must be valid at the time *
|
|
* of your distribution. If these instructions, at any time while you are *
|
|
* carrying out such distribution, become invalid, you must provide new *
|
|
* instructions on demand or cease further distribution. If you provide valid *
|
|
* instructions or cease distribution within thirty days after you become aware *
|
|
* that the instructions are invalid, then you do not forfeit any of your *
|
|
* rights under this license. *
|
|
* *
|
|
* (6) You may Distribute a Modified Version in Compiled form without the *
|
|
* Source, provided that you comply with Section 4 with respect to the Source *
|
|
* of the Modified Version. *
|
|
* Aggregating or Linking the Package *
|
|
* *
|
|
* (7) You may aggregate the Package (either the Standard Version or Modified *
|
|
* Version) with other packages and Distribute the resulting aggregation *
|
|
* provided that you do not charge a licensing fee for the Package. Distributor *
|
|
* Fees are permitted, and licensing fees for other components in the *
|
|
* aggregation are permitted. The terms of this license apply to the use and *
|
|
* Distribution of the Standard or Modified Versions as included in the *
|
|
* aggregation. *
|
|
* *
|
|
* (8) You are permitted to link Modified and Standard Versions with other *
|
|
* works, to embed the Package in a larger work of your own, or to build *
|
|
* stand-alone binary or bytecode versions of applications that include the *
|
|
* Package, and Distribute the result without restriction, provided the result *
|
|
* does not expose a direct interface to the Package. *
|
|
* Items That are Not Considered Part of a Modified Version *
|
|
* *
|
|
* (9) Works (including, but not limited to, modules and scripts) that merely *
|
|
* extend or make use of the Package, do not, by themselves, cause the Package *
|
|
* to be a Modified Version. In addition, such works are not considered parts *
|
|
* of the Package itself, and are not subject to the terms of this license. *
|
|
* General Provisions *
|
|
* *
|
|
* (10) Any use, modification, and distribution of the Standard or Modified *
|
|
* Versions is governed by this Artistic License. By using, modifying or *
|
|
* distributing the Package, you accept this license. Do not use, modify, or *
|
|
* distribute the Package, if you do not accept this license. *
|
|
* *
|
|
* (11) If your Modified Version has been derived from a Modified Version made *
|
|
* by someone other than you, you are nevertheless required to ensure that your *
|
|
* Modified Version complies with the requirements of this license. *
|
|
* *
|
|
* (12) This license does not grant you the right to use any trademark, service *
|
|
* mark, tradename, or logo of the Copyright Holder. *
|
|
* *
|
|
* (13) This license includes the non-exclusive, worldwide, free-of-charge *
|
|
* patent license to make, have made, use, offer to sell, sell, import and *
|
|
* otherwise transfer the Package with respect to any patent claims licensable *
|
|
* by the Copyright Holder that are necessarily infringed by the Package. If *
|
|
* you institute patent litigation (including a cross-claim or counterclaim) *
|
|
* against any party alleging that the Package constitutes direct or *
|
|
* contributory patent infringement, then this Artistic License to you shall *
|
|
* terminate on the date that such litigation is filed. *
|
|
* *
|
|
* (14) Disclaimer of Warranty: THE PACKAGE IS PROVIDED BY THE COPYRIGHT HOLDER *
|
|
* AND CONTRIBUTORS "AS IS' AND WITHOUT ANY EXPRESS OR IMPLIED WARRANTIES. THE *
|
|
* IMPLIED WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, OR *
|
|
* NON-INFRINGEMENT ARE DISCLAIMED TO THE EXTENT PERMITTED BY YOUR LOCAL LAW. *
|
|
* UNLESS REQUIRED BY LAW, NO COPYRIGHT HOLDER OR CONTRIBUTOR WILL BE LIABLE *
|
|
* FOR ANY DIRECT, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES ARISING IN *
|
|
* ANY WAY OUT OF THE USE OF THE PACKAGE, EVEN IF ADVISED OF THE POSSIBILITY OF *
|
|
* SUCH DAMAGE. *
|
|
* *
|
|
* The End *
|
|
* *
|
|
\******************************************************************************/
|
|
|
|
//#include <stdio.h>
|
|
//#include <stdlib.h>
|
|
#include "simplecudd.h"
|
|
#include "problogmath.h"
|
|
#include <signal.h>
|
|
#include <time.h>
|
|
|
|
#define VERSION "2.0.1"
|
|
|
|
|
|
#ifndef max
|
|
#define max( a, b ) ( ((a) > (b)) ? (a) : (b) )
|
|
#endif
|
|
|
|
// INFINITY macro does not work on trantor (64-bit linux of some kind)
|
|
const double my_infinity = 1.0/0.0;
|
|
|
|
typedef struct _parameters {
|
|
int loadfile;
|
|
int savedfile;
|
|
int exportfile;
|
|
int inputfile;
|
|
int debug;
|
|
int errorcnt;
|
|
int *error;
|
|
int method;
|
|
int queryid;
|
|
int timeout;
|
|
double sigmoid_slope;
|
|
int online;
|
|
int maxbufsize;
|
|
char *ppid;
|
|
int orderfile;
|
|
int utilfile;
|
|
int independent_forest;
|
|
int local_search;
|
|
int dynreorder;
|
|
int staticorder;
|
|
} parameters;
|
|
|
|
typedef struct _gradientpair {
|
|
double probability;
|
|
double gradient;
|
|
} gradientpair;
|
|
|
|
typedef struct _extmanager {
|
|
DdManager *manager;
|
|
DdNode *t, *f;
|
|
hisqueue *his;
|
|
namedvars varmap;
|
|
} extmanager;
|
|
|
|
typedef struct _bdd_mgr {
|
|
extmanager extmanager;
|
|
DdNode *root;
|
|
} bdd_mgr;
|
|
|
|
|
|
int argtype(const char *arg);
|
|
void printhelp(int argc, char **arg);
|
|
parameters loadparam(int argc, char **arg);
|
|
parameters params;
|
|
|
|
void handler(int num);
|
|
void pidhandler(int num);
|
|
void termhandler(int num);
|
|
|
|
void myexpand(extmanager MyManager, DdNode *Current);
|
|
double CalcProbability(extmanager MyManager, DdNode *Current);
|
|
double CalcProbabilitySigmoid(extmanager MyManager, DdNode *Current);
|
|
gradientpair CalcGradient(extmanager MyManager, DdNode *Current, int TargetVar, char *TargetPattern, int type);
|
|
int patterncalculated(char *pattern, extmanager MyManager, int loc);
|
|
char * extractpattern(char *thestr);
|
|
|
|
// added by GUY
|
|
double* read_util_file(char * filename);
|
|
int forestSize(DdNode **forest);
|
|
int compare_util_adds(const void* A, const void* B);
|
|
void exact_strategy_search(extmanager* MyManager, DdNode **forest, double* utilities);
|
|
DdNode* buildADDfromBDD(extmanager* MyManager, DdNode *Current, DdManager* addmgr);
|
|
void ReInitAndUnrefHistory(hisqueue *HisQueue, int varcnt, DdManager* mgr);
|
|
char* GetAddNodeVarNameDisp(namedvars varmap, DdNode *node);
|
|
int extractstrategy(extmanager* MyManager, DdManager * add_mgr, DdNode *Current, DdNode *max_node);
|
|
DdNode * setLowerBound(DdManager * dd, DdNode * f, double lowerBound);
|
|
DdNode * setLowerBoundRecur(DdManager * dd, DdNode * f, double lowerBound);
|
|
void local_strategy_search(extmanager* MyManager, DdNode **forest, double* utilities);
|
|
void local_strategy_search_independent(bdd_mgr* bdd_mgrs, double* utilities, int nb_bdds, namedvars globalvars);
|
|
double expected_value(extmanager* MyManager, DdNode **forest, double* utilities);
|
|
void print_strategy(namedvars varmap);
|
|
void newManager(extmanager* MyManager,bddfileheader fileheader, int nbManagers);
|
|
bdd_mgr* generateIndependentBDDForest(bddfileheader fileheader);
|
|
int LoadVariableDataForForest(namedvars varmap, char *filename);
|
|
int printTime(void);
|
|
|
|
int main(int argc, char **arg) {
|
|
extmanager MyManager;
|
|
DdNode *bdd, **forest, *bakbdd;
|
|
bddfileheader fileheader;
|
|
int i, ivarcnt, code, curbdd;
|
|
gradientpair tvalue;
|
|
double probability = -1.0;
|
|
char *varpattern;
|
|
bdd_mgr* bdd_mgrs;
|
|
varpattern = NULL;
|
|
code = -1;
|
|
params = loadparam(argc, arg);
|
|
|
|
//Initializin to NULL to be safe?
|
|
bdd = NULL;
|
|
bakbdd = NULL;
|
|
forest = NULL;
|
|
bdd_mgrs = NULL;
|
|
|
|
if (params.errorcnt > 0) {
|
|
printhelp(argc, arg);
|
|
for (i = 0; i < params.errorcnt; i++) {
|
|
fprintf(stderr, "Error: not known or error at parameter %s.\n", arg[params.error[i]]);
|
|
}
|
|
return -1;
|
|
}
|
|
|
|
if (params.online == 0 && params.loadfile == -1) {
|
|
printhelp(argc, arg);
|
|
fprintf(stderr, "Error: you must specify a loading file.\n");
|
|
return -1;
|
|
}
|
|
|
|
if (params.method != 0 && arg[params.method][0] != 'g' && arg[params.method][0] != 'p' && arg[params.method][0] != 'o' && arg[params.method][0] != 'l' && arg[params.method][0] != 's') {
|
|
printhelp(argc, arg);
|
|
fprintf(stderr, "Error: you must choose a calculation method beetween [p]robability, [g]radient, [l]ine search, [s]earch for strategy, [o]nline.\n");
|
|
return -1;
|
|
}
|
|
|
|
if (params.method != 0 && (arg[params.method][0] == 'g' || arg[params.method][0] == 'p' || arg[params.method][0] == 'l') && params.inputfile == -1) {
|
|
printhelp(argc, arg);
|
|
fprintf(stderr, "Error: an input file is necessary for probability, gradient or line search calculation methods.\n");
|
|
return -1;
|
|
}
|
|
|
|
if (params.debug) DEBUGON;
|
|
RAPIDLOADON;
|
|
SETMAXBUFSIZE(params.maxbufsize);
|
|
|
|
signal(SIGINT, termhandler);
|
|
if (params.ppid != NULL) {
|
|
signal(SIGALRM, pidhandler);
|
|
alarm(5);
|
|
} else {
|
|
signal(SIGALRM, handler);
|
|
alarm(params.timeout);
|
|
}
|
|
|
|
if (params.online) {
|
|
if (params.dynreorder == 1)
|
|
MyManager.manager = simpleBDDinit(0);
|
|
else
|
|
MyManager.manager = simpleBDDinitNoReOrder(0);
|
|
MyManager.t = HIGH(MyManager.manager);
|
|
MyManager.f = LOW(MyManager.manager);
|
|
MyManager.varmap = InitNamedVars(1, 0);
|
|
bdd = OnlineGenerateBDD(MyManager.manager, &MyManager.varmap);
|
|
ivarcnt = GetVarCount(MyManager.manager);
|
|
} else if(params.independent_forest>0){
|
|
// the flag to create a forest of independent bdds is set
|
|
fileheader = ReadFileHeader(arg[params.loadfile]);
|
|
if (_debug) fprintf(stderr,"Generating forest of independent BDDs.\n");
|
|
bdd_mgrs = generateIndependentBDDForest(fileheader);
|
|
ivarcnt = fileheader.varcnt;
|
|
MyManager.varmap = InitNamedVars(fileheader.varcnt, fileheader.varstart);
|
|
} else{
|
|
fileheader = ReadFileHeader(arg[params.loadfile]);
|
|
switch(fileheader.filetype) {
|
|
case BDDFILE_SCRIPT:
|
|
if (params.dynreorder == 1)
|
|
MyManager.manager = simpleBDDinit(fileheader.varcnt);
|
|
else
|
|
MyManager.manager = simpleBDDinitNoReOrder(fileheader.varcnt);
|
|
MyManager.t = HIGH(MyManager.manager);
|
|
MyManager.f = LOW(MyManager.manager);
|
|
MyManager.varmap = InitNamedVars(fileheader.varcnt, fileheader.varstart);
|
|
if (params.staticorder > 0) {
|
|
char **Order = GetVariableOrder(arg[params.staticorder], MyManager.varmap.varcnt);
|
|
for (i = 0; i < MyManager.varmap.varcnt; i++)
|
|
if (Order[i] != NULL) AddNamedVarAt(MyManager.varmap, Order[i], i);
|
|
}
|
|
if (fileheader.version > 1) {
|
|
forest = FileGenerateBDDForest(MyManager.manager, MyManager.varmap, fileheader);
|
|
bdd = forest[0];
|
|
bakbdd = bdd;
|
|
} else {
|
|
forest = NULL;
|
|
bdd = FileGenerateBDD(MyManager.manager, MyManager.varmap, fileheader);
|
|
bakbdd = bdd;
|
|
}
|
|
ivarcnt = fileheader.varcnt;
|
|
break;
|
|
case BDDFILE_NODEDUMP:
|
|
if (params.dynreorder == 1)
|
|
MyManager.manager = simpleBDDinit(fileheader.varcnt);
|
|
else
|
|
MyManager.manager = simpleBDDinitNoReOrder(fileheader.varcnt);
|
|
MyManager.t = HIGH(MyManager.manager);
|
|
MyManager.f = LOW(MyManager.manager);
|
|
MyManager.varmap = InitNamedVars(fileheader.varcnt, fileheader.varstart);
|
|
bdd = LoadNodeDump(MyManager.manager, MyManager.varmap, fileheader.inputfile);
|
|
ivarcnt = fileheader.varcnt;
|
|
break;
|
|
default:
|
|
fprintf(stderr, "Error: not a valid file format to load.\n");
|
|
return -1;
|
|
break;
|
|
}
|
|
}
|
|
|
|
|
|
alarm(0);
|
|
|
|
// problem specifics
|
|
|
|
if (params.method == 0 || arg[params.method][0] != 's') {
|
|
if (bdd != NULL || bdd_mgrs != NULL) {
|
|
ivarcnt = RepairVarcnt(&MyManager.varmap);
|
|
code = 0;
|
|
if (params.inputfile != -1) {
|
|
if (LoadVariableData(MyManager.varmap, arg[params.inputfile]) == -1) return -1;
|
|
if (!all_loaded(MyManager.varmap, 1)) return -1;
|
|
}
|
|
// impose a predifined order good for debugging
|
|
// can be used with a partial number of variables to impose ordering at beggining of BDD
|
|
if (params.orderfile != -1) {
|
|
ImposeOrder(MyManager.manager, MyManager.varmap, GetVariableOrder(arg[params.orderfile], MyManager.varmap.varcnt));
|
|
}
|
|
curbdd = 0;
|
|
do {
|
|
MyManager.his = InitHistory(ivarcnt);
|
|
if (params.method != 0) {
|
|
switch(arg[params.method][0]) {
|
|
case 'g':
|
|
for (i = 0; i < MyManager.varmap.varcnt; i++) {
|
|
if (MyManager.varmap.vars[i] != NULL) {
|
|
|
|
// check whether this is a continues fact
|
|
if (MyManager.varmap.dynvalue[i] == NULL) { // nope, regular fact
|
|
varpattern = extractpattern(MyManager.varmap.vars[i]);
|
|
if ((varpattern == NULL) || (!patterncalculated(varpattern, MyManager, i))) {
|
|
tvalue = CalcGradient(MyManager, bdd, i + MyManager.varmap.varstart, varpattern, 0);
|
|
probability = tvalue.probability;
|
|
if (varpattern == NULL) {
|
|
printf("query_gradient(%s,%s,p,%e).\n", arg[params.queryid], MyManager.varmap.vars[i], tvalue.gradient);
|
|
} else {
|
|
varpattern[strlen(varpattern) - 2] = '\0';
|
|
printf("query_gradient(%s,%s,p,%e).\n", arg[params.queryid], varpattern, tvalue.gradient);
|
|
}
|
|
ReInitHistory(MyManager.his, MyManager.varmap.varcnt);
|
|
if (varpattern != NULL) free(varpattern);
|
|
}
|
|
} else { // it is! let's do the Hybrid Problog Magic
|
|
// first for mu
|
|
varpattern = extractpattern(MyManager.varmap.vars[i]);
|
|
if ((varpattern == NULL) || (!patterncalculated(varpattern, MyManager, i))) {
|
|
tvalue = CalcGradient(MyManager, bdd, i + MyManager.varmap.varstart, varpattern, 1);
|
|
probability = tvalue.probability;
|
|
if (varpattern == NULL) {
|
|
printf("query_gradient(%s,%s,mu,%e).\n", arg[params.queryid], MyManager.varmap.vars[i], tvalue.gradient);
|
|
} else {
|
|
varpattern[strlen(varpattern) - 2] = '\0';
|
|
printf("query_gradient(%s,%s,mu,%e).\n", arg[params.queryid], varpattern, tvalue.gradient);
|
|
}
|
|
}
|
|
ReInitHistory(MyManager.his, MyManager.varmap.varcnt);
|
|
if (varpattern != NULL) free(varpattern);
|
|
|
|
// then for sigma
|
|
varpattern = extractpattern(MyManager.varmap.vars[i]);
|
|
if ((varpattern == NULL) || (!patterncalculated(varpattern, MyManager, i))) {
|
|
tvalue = CalcGradient(MyManager, bdd, i + MyManager.varmap.varstart, varpattern, 2);
|
|
probability = tvalue.probability;
|
|
if (varpattern == NULL) {
|
|
printf("query_gradient(%s,%s,sigma,%e).\n", arg[params.queryid], MyManager.varmap.vars[i], tvalue.gradient);
|
|
} else {
|
|
varpattern[strlen(varpattern) - 2] = '\0';
|
|
printf("query_gradient(%s,%s,sigma,%e).\n", arg[params.queryid], varpattern, tvalue.gradient);
|
|
}
|
|
}
|
|
ReInitHistory(MyManager.his, MyManager.varmap.varcnt);
|
|
if (varpattern != NULL) free(varpattern);
|
|
}
|
|
|
|
} else {
|
|
fprintf(stderr, "Error: no variable name given for parameter.\n");
|
|
}
|
|
}
|
|
if (probability < 0.0) {
|
|
// no nodes, so we have to calculate probability ourself
|
|
tvalue = CalcGradient(MyManager, bdd, 0 + MyManager.varmap.varstart, NULL, 0);
|
|
probability = tvalue.probability;
|
|
}
|
|
printf("query_probability(%s,%e).\n", arg[params.queryid], probability);
|
|
break;
|
|
case 'l':
|
|
tvalue = CalcGradient(MyManager, bdd, 0 + MyManager.varmap.varstart, NULL, 0);
|
|
probability = tvalue.probability;
|
|
printf("query_probability(%s,%e).\n", arg[params.queryid], probability);
|
|
break;
|
|
case 'p':
|
|
printf("probability(%e).\n", CalcProbability(MyManager, bdd));
|
|
break;
|
|
case 'o':
|
|
onlinetraverse(MyManager.manager, MyManager.varmap, MyManager.his, bdd);
|
|
break;
|
|
default:
|
|
myexpand(MyManager, bdd);
|
|
break;
|
|
}
|
|
} else {
|
|
myexpand(MyManager, bdd);
|
|
}
|
|
if (forest != NULL) {
|
|
curbdd++;
|
|
bdd = forest[curbdd];
|
|
} else {
|
|
bdd = NULL;
|
|
}
|
|
// Guy: I removed it, why is it here?
|
|
// ReInitHistory(MyManager.his, MyManager.varmap.varcnt);
|
|
} while(bdd != NULL);
|
|
|
|
bdd = bakbdd;
|
|
if (params.savedfile > -1) SaveNodeDump(MyManager.manager, MyManager.varmap, bdd, arg[params.savedfile]);
|
|
if (params.exportfile > -1) simpleNamedBDDtoDot(MyManager.manager, MyManager.varmap, bdd, arg[params.exportfile]);
|
|
}
|
|
}else{
|
|
// param "s" is set
|
|
// do strategy search on the forest
|
|
code = 0;
|
|
if(params.independent_forest>0){
|
|
//the forest consists of independent bdds
|
|
LoadVariableDataForForest(MyManager.varmap,arg[params.inputfile]);
|
|
if(bdd_mgrs[0].root == NULL){
|
|
fprintf(stderr, "Error: No BDDs were generated.\n");
|
|
return -1;
|
|
}
|
|
if (_debug) fprintf(stderr,"Initializing histories.\n");
|
|
if(params.local_search>0){
|
|
if (_debug) fprintf(stderr,"Independent local search.\n");
|
|
local_strategy_search_independent(bdd_mgrs, read_util_file(arg[params.utilfile]), fileheader.intercnt, MyManager.varmap);
|
|
}else{
|
|
if (_debug) fprintf(stderr,"Independent exact search.\n");
|
|
fprintf(stderr, "Error: independent exact search not supported yet.\n");
|
|
return -1;
|
|
}
|
|
}else{
|
|
ivarcnt = RepairVarcnt(&MyManager.varmap);
|
|
//the forest is a bdd with multiple entry points
|
|
if (params.inputfile != -1) {
|
|
if (LoadVariableData(MyManager.varmap, arg[params.inputfile]) == -1) return -1;
|
|
if (!all_loaded(MyManager.varmap, 1)) return -1;
|
|
}
|
|
// impose a predifined order good for debugging
|
|
// can be used with a partial number of variables to impose ordering at beggining of BDD
|
|
if (params.orderfile != -1) {
|
|
ImposeOrder(MyManager.manager, MyManager.varmap, GetVariableOrder(arg[params.orderfile], MyManager.varmap.varcnt));
|
|
}
|
|
MyManager.his = InitHistory(ivarcnt);
|
|
if (_debug) fprintf(stderr,"Initialized shared history with %i variables.\n", ivarcnt);
|
|
if(params.local_search>0){
|
|
if (_debug) fprintf(stderr,"Local search.\n");
|
|
local_strategy_search(&MyManager, forest, read_util_file(arg[params.utilfile]));
|
|
}else{
|
|
if (_debug) fprintf(stderr,"Exact search.\n");
|
|
exact_strategy_search(&MyManager, forest, read_util_file(arg[params.utilfile]));
|
|
}
|
|
free(MyManager.his);
|
|
}
|
|
print_strategy(MyManager.varmap);
|
|
}
|
|
if (_debug) fprintf(stderr,"Cleaning up.\n");
|
|
if(params.independent_forest>0){
|
|
// TODO clean up memory - the existing code gives an invalid pointer problem
|
|
}else{
|
|
if (MyManager.manager != NULL) {
|
|
KillBDD(MyManager.manager);
|
|
free(MyManager.varmap.dvalue);
|
|
free(MyManager.varmap.ivalue);
|
|
if (MyManager.varmap.dynvalue != NULL) {
|
|
for(i = 0; i < MyManager.varmap.varcnt; i++)
|
|
if (MyManager.varmap.dynvalue[i] != NULL) {
|
|
free(MyManager.varmap.dynvalue[i]);
|
|
}
|
|
free(MyManager.varmap.dynvalue);
|
|
}
|
|
for (i = 0; i < MyManager.varmap.varcnt; i++)
|
|
free(MyManager.varmap.vars[i]);
|
|
free(MyManager.varmap.vars);
|
|
}
|
|
}
|
|
if (params.error != NULL) free(params.error);
|
|
|
|
return code;
|
|
|
|
}
|
|
|
|
//////////////////
|
|
// Added by Guy //
|
|
//////////////////
|
|
|
|
double* read_util_file(char *filename){
|
|
FILE* file;
|
|
double line;
|
|
int nb_lines;
|
|
double *utils;
|
|
int i=0;
|
|
if ((file = fopen(filename, "r")) == NULL) {
|
|
perror(filename);
|
|
return NULL;
|
|
}
|
|
// Read file
|
|
fscanf(file, "%i\n", &nb_lines);
|
|
utils = (double *) malloc(sizeof(double)*nb_lines);
|
|
//utils = new double[nb_lines];
|
|
while (!feof(file)) {
|
|
fscanf(file, "%lf\n", &line);
|
|
//fprintf(stderr,"read %g.\n", line);
|
|
if(i>nb_lines) {
|
|
fprintf(stderr,"The number of lines field of %i does not match the number of lines in the file.\n",nb_lines);
|
|
fclose(file);
|
|
exit(1);
|
|
}
|
|
utils[i++] = line;
|
|
}
|
|
fclose(file);
|
|
if(i!=nb_lines) {
|
|
fprintf(stderr,"The number of lines field of %i does not match the number of lines in the file %i.\n",nb_lines,i);
|
|
fclose(file);
|
|
exit(1);
|
|
}
|
|
if (params.debug) for(i=0;i<nb_lines;i++){ fprintf(stderr,"utils[%i]=%g\n", i,utils[i]); }
|
|
return utils;
|
|
}
|
|
|
|
int forestSize(DdNode **forest) {
|
|
int i = 0;
|
|
do{
|
|
i++;
|
|
}while(forest[i] != NULL);
|
|
return i;
|
|
}
|
|
|
|
|
|
typedef struct _util_add {
|
|
DdNode * root;
|
|
double util_spread;
|
|
} util_add;
|
|
|
|
int compare_util_adds(const void* A, const void* B){
|
|
if(((const util_add*) A)->util_spread < ((const util_add*) B)->util_spread) return 1;
|
|
else if (((const util_add*) A)->util_spread > ((const util_add*) B)->util_spread) return -1;
|
|
else return 0;
|
|
}
|
|
|
|
void exact_strategy_search(extmanager* MyManager, DdNode **forest, double* utilities){
|
|
DdManager* add_mgr;
|
|
DdNode *sum, *temp, *add_ps, *constant;
|
|
DdNode *max_node;
|
|
FILE *outfile; //output file pointer for .dot file
|
|
int i;
|
|
char filename[128];
|
|
char** names;
|
|
int n = forestSize(forest);
|
|
double utility_to_go = 0.000001;
|
|
util_add * util_adds = (util_add *) malloc(sizeof(util_add)*n);
|
|
|
|
names = NULL;
|
|
if (params.debug) {
|
|
fprintf(stderr, "init add\n");
|
|
}
|
|
if (params.dynreorder == 1) {
|
|
add_mgr = simpleBDDinit(MyManager->varmap.varcnt);
|
|
}else{
|
|
add_mgr = simpleBDDinitNoReOrder(MyManager->varmap.varcnt);
|
|
}
|
|
if (params.debug){
|
|
fprintf(stderr, "end init add\n");
|
|
}
|
|
|
|
if (params.debug) {
|
|
names= malloc(sizeof(char*)*MyManager->varmap.varcnt);
|
|
for(i = MyManager->varmap.varstart ;i < MyManager->varmap.varcnt; i++){
|
|
names[i- MyManager->varmap.varstart] = MyManager->varmap.vars[i];
|
|
}
|
|
}
|
|
|
|
for(i=n-1;i>=0;i--){
|
|
if (params.debug) {
|
|
// write BDD file
|
|
snprintf(filename, sizeof(filename), "bdd-total.dot");
|
|
outfile = fopen(filename,"w");
|
|
Cudd_DumpDot(MyManager->manager, n, forest, names, NULL, outfile);
|
|
fclose(outfile);
|
|
|
|
temp = Cudd_BddToAdd(MyManager->manager,forest[i]);
|
|
Cudd_Ref(temp);
|
|
snprintf(filename, sizeof(filename), "bdd-%i.dot", i+1);
|
|
outfile = fopen(filename,"w");
|
|
Cudd_DumpDot(MyManager->manager, 1, &temp,names, NULL, outfile);
|
|
fclose(outfile);
|
|
Cudd_RecursiveDeref(MyManager->manager,temp);
|
|
}
|
|
|
|
// create ADD for Ps
|
|
add_ps = buildADDfromBDD(MyManager,forest[i],add_mgr);
|
|
Cudd_Ref(add_ps);
|
|
if (params.debug) fprintf(stderr, "built add_ps\n");
|
|
ReInitAndUnrefHistory(MyManager->his, MyManager->varmap.varcnt,add_mgr);
|
|
|
|
Cudd_RecursiveDeref(MyManager->manager,forest[i]);
|
|
|
|
if (params.debug) {
|
|
// write ADD-Ps file
|
|
snprintf(filename, sizeof(filename), "add-ps-%i.dot", i+1);
|
|
outfile = fopen(filename,"w");
|
|
Cudd_DumpDot(add_mgr, 1, &add_ps, names, NULL, outfile);
|
|
fclose(outfile);
|
|
}
|
|
//if (1 || _debug) fprintf(stderr,"best terminal of add_ps after %i now %g.\n", i,cuddV(Cudd_addFindMax(add_mgr,add_ps)));
|
|
//create ADD for u
|
|
constant = Cudd_addConst(add_mgr,utilities[i]);
|
|
Cudd_Ref(constant);
|
|
util_adds[i].root = Cudd_addApply(add_mgr,Cudd_addTimes,add_ps,constant);
|
|
Cudd_Ref(util_adds[i].root);
|
|
Cudd_RecursiveDeref(add_mgr,constant);
|
|
Cudd_RecursiveDeref(add_mgr,add_ps);
|
|
//add_ps can only be dereferenced when the history is cleared or when referenced twice.
|
|
|
|
if (params.debug) {
|
|
// write ADD-U file
|
|
snprintf(filename, sizeof(filename), "add-u-%i.dot", i+1);
|
|
outfile = fopen(filename,"w");
|
|
Cudd_DumpDot(add_mgr, 1, &util_adds[i].root, names, NULL, outfile);
|
|
fclose(outfile);
|
|
}
|
|
|
|
// compute the maximum achievable utility to set useless terminals to -inf
|
|
max_node = Cudd_addFindMax(add_mgr,util_adds[i].root);
|
|
util_adds[i].util_spread = cuddV(max_node);
|
|
max_node = Cudd_addFindMin(add_mgr,util_adds[i].root);
|
|
util_adds[i].util_spread += -cuddV(max_node);
|
|
utility_to_go += util_adds[i].util_spread;
|
|
|
|
//if (1 || _debug) fprintf(stderr,"best terminal of util_add after %i now %g.\n", i,cuddV(Cudd_addFindMax(add_mgr,util_adds[i].root)));
|
|
}
|
|
|
|
qsort(util_adds, (size_t)n, sizeof(util_add), compare_util_adds);
|
|
|
|
sum = Cudd_addConst(add_mgr,0);
|
|
Cudd_Ref(sum);
|
|
for(i=0;i<n;i++){ // iterate from high to low spread!
|
|
if (params.debug) fprintf(stderr, "Merging ADD %i/%i\n",i,(n-1));
|
|
|
|
temp = Cudd_addApply(add_mgr,Cudd_addPlus,sum,util_adds[i].root);
|
|
Cudd_Ref(temp);
|
|
Cudd_RecursiveDeref(add_mgr,sum);
|
|
Cudd_RecursiveDeref(add_mgr,util_adds[i].root);
|
|
sum = temp;
|
|
|
|
//if (1 || _debug) fprintf(stderr,"best terminal of sum after %i now %g.\n", i,cuddV(Cudd_addFindMax(add_mgr,sum)));
|
|
|
|
if(i<n-1){ // don't do this for the last one, you risk setting every terminal to -inf
|
|
utility_to_go -= util_adds[i].util_spread;
|
|
|
|
if (params.debug) fprintf(stderr, "The next BDD can make a difference of %g\n",util_adds[i].util_spread);
|
|
if (params.debug) fprintf(stderr, "Utility to go is %g\n",utility_to_go);
|
|
max_node = Cudd_addFindMax(add_mgr,sum);
|
|
if (params.debug) fprintf(stderr, "Setting lower bound to %g\n",cuddV(max_node)-utility_to_go);
|
|
if (params.debug) fprintf(stderr, "Reducing node count from %i",Cudd_DagSize(sum));
|
|
temp = setLowerBound(add_mgr,sum,cuddV(max_node)-utility_to_go);
|
|
Cudd_Ref(temp);
|
|
Cudd_RecursiveDeref(add_mgr,sum);
|
|
sum = temp;
|
|
|
|
if (params.debug) fprintf(stderr, " to %i\n",Cudd_DagSize(sum));
|
|
|
|
if (params.debug) {
|
|
// write ADD-U-inf file
|
|
snprintf(filename, sizeof(filename), "add-u-inf-%i.dot", i+1);
|
|
outfile = fopen(filename,"w");
|
|
Cudd_DumpDot(add_mgr, 1, &sum, names, NULL, outfile);
|
|
fclose(outfile);
|
|
}
|
|
}
|
|
}
|
|
|
|
free(util_adds);
|
|
|
|
|
|
if (params.debug) {
|
|
// write ADD-U-total file
|
|
snprintf(filename, sizeof(filename), "add-u-total.dot");
|
|
outfile = fopen(filename,"w");
|
|
Cudd_DumpDot(add_mgr, 1, &sum, names, NULL, outfile);
|
|
fclose(outfile);
|
|
}
|
|
|
|
// find max terminal
|
|
max_node = Cudd_addFindMax(add_mgr,sum);
|
|
|
|
//API says Cudd_V, but only cuddV works?!
|
|
if (_debug) fprintf(stderr,"expected_value(%g).\n", cuddV(max_node));
|
|
printf("expected_value(%g).\n", cuddV(max_node));
|
|
|
|
if (params.debug) fprintf(stderr, "extracting strategy from ADD\n");
|
|
ReInitHistory(MyManager->his, MyManager->varmap.varcnt);
|
|
extractstrategy(MyManager, add_mgr, sum, max_node);
|
|
Cudd_RecursiveDeref(add_mgr,sum);
|
|
|
|
}
|
|
|
|
DdNode* buildADDfromBDD(extmanager* MyManager, DdNode *Current, DdManager* addmgr) {
|
|
// the created adds are not dereferenced
|
|
// must be done based on the dynamic programming table
|
|
DdNode *h, *l;
|
|
hisnode *Found;
|
|
char *curnode;
|
|
double fact_prob;
|
|
int isDecision;
|
|
DdNode *lowvalue, *highvalue, *thisvalue;
|
|
DdNode *lowAdd, *highAdd;
|
|
DdNode* var;
|
|
DdNode *posprob, *negprob;
|
|
|
|
curnode = NULL;
|
|
|
|
//if (_debug && Cudd_DebugCheck(addmgr)!=0) exit(-1);
|
|
|
|
if (_debug) {
|
|
fprintf(stderr, "(%p) ", Current);
|
|
curnode = GetNodeVarNameDisp(MyManager->manager, MyManager->varmap, Current);
|
|
fprintf(stderr, " aka %s\n", curnode);
|
|
}
|
|
|
|
// base cases
|
|
if (Current == MyManager->t){
|
|
thisvalue = Cudd_ReadOne(addmgr);
|
|
Cudd_Ref(thisvalue);
|
|
//if(_debug && Cudd_DebugCheck(addmgr)!=0) exit(-1);
|
|
return thisvalue;
|
|
}
|
|
if (Current == MyManager->f){
|
|
thisvalue = Cudd_ReadZero(addmgr);
|
|
Cudd_Ref(thisvalue);
|
|
//if(_debug && Cudd_DebugCheck(addmgr)!=0) exit(-1);
|
|
return thisvalue;
|
|
}
|
|
|
|
//node is in cache
|
|
if ((Found = GetNode(MyManager->his, MyManager->varmap.varstart, Current)) != NULL){
|
|
if (_debug) fprintf(stderr, "found node %p (%s) in history\n", Current,curnode);
|
|
return (DdNode*)(Found->dynvalue);
|
|
}
|
|
|
|
//inductive case
|
|
l = LowNodeOf(MyManager->manager, Current);
|
|
if (_debug) fprintf(stderr, "l(%s)->%p", curnode,l);
|
|
lowvalue = buildADDfromBDD(MyManager,l,addmgr);
|
|
|
|
h = HighNodeOf(MyManager->manager, Current);
|
|
if (_debug) fprintf(stderr, "h(%s)->%p", curnode,h);
|
|
highvalue = buildADDfromBDD(MyManager,h,addmgr);
|
|
|
|
//if(params.debug && Cudd_DebugCheck(addmgr)!=0) exit(-1);
|
|
|
|
isDecision = MyManager->varmap.ivalue[GetIndex(Current) - MyManager->varmap.varstart];
|
|
if(isDecision){
|
|
//decision
|
|
if (_debug) fprintf(stderr,"%p (%s) is a decision\n",Current,curnode);
|
|
var = Cudd_addIthVar(addmgr,(int)GetIndex(Current));
|
|
Cudd_Ref(var);
|
|
thisvalue=Cudd_addIte(addmgr,var,highvalue,lowvalue);
|
|
Cudd_Ref(thisvalue);
|
|
Cudd_RecursiveDeref(addmgr,var);
|
|
} else {
|
|
//probabilistic node
|
|
if (_debug) fprintf(stderr,"%p (%s) is a probabilistic fact",Current,curnode);
|
|
fact_prob = MyManager->varmap.dvalue[GetIndex(Current) - MyManager->varmap.varstart];
|
|
if (_debug) fprintf(stderr, " with probability %lf \n", fact_prob);
|
|
posprob = Cudd_addConst(addmgr,fact_prob);
|
|
Cudd_Ref(posprob);
|
|
highAdd=Cudd_addApply(addmgr,Cudd_addTimes,posprob,highvalue);
|
|
Cudd_Ref(highAdd);
|
|
Cudd_RecursiveDeref(addmgr,posprob);
|
|
|
|
negprob=Cudd_addConst(addmgr,1-fact_prob);
|
|
Cudd_Ref(negprob);
|
|
lowAdd= Cudd_addApply(addmgr,Cudd_addTimes,negprob,lowvalue);
|
|
Cudd_Ref(lowAdd);
|
|
Cudd_RecursiveDeref(addmgr,negprob);
|
|
|
|
thisvalue = Cudd_addApply(addmgr,Cudd_addPlus,highAdd,lowAdd);
|
|
Cudd_Ref(thisvalue);
|
|
|
|
Cudd_RecursiveDeref(addmgr,lowAdd);
|
|
Cudd_RecursiveDeref(addmgr,highAdd);
|
|
}
|
|
AddNode(MyManager->his, MyManager->varmap.varstart, Current, 0, 0, thisvalue);
|
|
return thisvalue;
|
|
}
|
|
|
|
|
|
void ReInitAndUnrefHistory(hisqueue *HisQueue, int varcnt, DdManager* mgr) {
|
|
int i, j;
|
|
for (i = 0; i < varcnt; i++) {
|
|
if (HisQueue[i].thenode != NULL) {
|
|
for (j = 0; j < HisQueue[i].cnt; j++){
|
|
if(HisQueue[i].thenode[j].ivalue != 0){
|
|
//if (_debug) fprintf(stderr,"At (%i,%i), unreffing node %i",i,j,HisQueue[i].thenode[j].ivalue);
|
|
Cudd_RecursiveDeref(mgr,(DdNode*)(HisQueue[i].thenode[j].dynvalue));
|
|
}
|
|
}
|
|
free(HisQueue[i].thenode);
|
|
HisQueue[i].thenode = NULL;
|
|
}
|
|
HisQueue[i].cnt = 0;
|
|
}
|
|
}
|
|
|
|
char* GetAddNodeVarNameDisp(namedvars varmap, DdNode *node) {
|
|
unsigned int index;
|
|
char *buffer = malloc(sizeof(char)*128);
|
|
if (Cudd_IsConstant(node)) {
|
|
snprintf(buffer, 128, "%lf", cuddV(node));
|
|
return buffer;
|
|
}
|
|
if (NULL == node) return "(null)";
|
|
index = GetIndex(node);
|
|
return varmap.vars[index - varmap.varstart];
|
|
}
|
|
|
|
int extractstrategy(extmanager* MyManager, DdManager * add_mgr, DdNode *Current, DdNode *max_node) {
|
|
char *curnode;
|
|
int result;
|
|
hisnode *Found;
|
|
|
|
if (params.debug) {
|
|
fprintf(stderr, "handling node %p", Current);
|
|
curnode = GetAddNodeVarNameDisp(MyManager->varmap, Current);
|
|
fprintf(stderr, " aka %s\n", curnode);
|
|
}
|
|
|
|
if(max_node == Current) return 1;
|
|
else if (Cudd_IsConstant(Current)) return 0;
|
|
else{
|
|
if ((Found = GetNode(MyManager->his, MyManager->varmap.varstart, Current)) != NULL) {
|
|
return Found->ivalue;
|
|
}
|
|
if(extractstrategy(MyManager,add_mgr,LowNodeOf(add_mgr, Current),max_node)){
|
|
// set strategy to 0
|
|
MyManager->varmap.dvalue[GetIndex(Current) - MyManager->varmap.varstart] = 0;
|
|
result = 1;
|
|
}else if(extractstrategy(MyManager,add_mgr,HighNodeOf(add_mgr, Current),max_node)){
|
|
// set strategy to 1
|
|
MyManager->varmap.dvalue[GetIndex(Current) - MyManager->varmap.varstart] = 1;
|
|
result = 1;
|
|
}else result = 0;
|
|
AddNode(MyManager->his, MyManager->varmap.varstart, Current, 0, result, NULL);
|
|
return result;
|
|
}
|
|
}
|
|
|
|
DdNode * setLowerBound(DdManager * dd, DdNode * f, double lowerBound) {
|
|
DdNode *res;
|
|
do {
|
|
res = setLowerBoundRecur(dd,f,lowerBound);
|
|
} while (dd->reordered == 1);
|
|
return(res);
|
|
}
|
|
|
|
DdNode * setLowerBoundRecur(DdManager * dd, DdNode * f, double lowerBound) {
|
|
DdNode *res, *fv, *fvn, *T, *E;
|
|
DD_CTFP1 cacheOp;
|
|
|
|
statLine(dd);
|
|
if (cuddIsConstant(f)) {
|
|
if(cuddV(f)<lowerBound){
|
|
return cuddUniqueConst(dd,-my_infinity);
|
|
}else return f;
|
|
}
|
|
cacheOp = (DD_CTFP1) setLowerBound;
|
|
res = cuddCacheLookup1(dd,cacheOp,f);
|
|
if (res != NULL) {
|
|
return(res);
|
|
}
|
|
/* Recursive Step */
|
|
fv = cuddT(f);
|
|
fvn = cuddE(f);
|
|
T = setLowerBoundRecur(dd,fv,lowerBound);
|
|
if (T == NULL) {
|
|
return(NULL);
|
|
}
|
|
cuddRef(T);
|
|
E = setLowerBoundRecur(dd,fvn,lowerBound);
|
|
if (E == NULL) {
|
|
Cudd_RecursiveDeref(dd,T);
|
|
return(NULL);
|
|
}
|
|
cuddRef(E);
|
|
res = (T == E) ? T : cuddUniqueInter(dd,(int)f->index,T,E);
|
|
if (res == NULL) {
|
|
Cudd_RecursiveDeref(dd,T);
|
|
Cudd_RecursiveDeref(dd,E);
|
|
return(NULL);
|
|
}
|
|
cuddDeref(T);
|
|
cuddDeref(E);
|
|
|
|
/* Store result. */
|
|
cuddCacheInsert1(dd,cacheOp,f,res);
|
|
return(res);
|
|
}
|
|
|
|
// TODO extmanager* or extmanager ???????
|
|
// Is copying the varmap not too inefficient?
|
|
void local_strategy_search(extmanager* MyManager, DdNode **forest, double* utilities){
|
|
double tempev;
|
|
int i;
|
|
int j = 0;
|
|
int changed = 1;
|
|
double bestev = expected_value(MyManager, forest, utilities);
|
|
if (_debug) fprintf(stderr,"Initial strategy has reward %g.\n", bestev);
|
|
while(changed){
|
|
j++;
|
|
if (_debug) fprintf(stderr,"starting iteration %i.\n", j);
|
|
changed = 0;
|
|
for(i = 0; i < MyManager->varmap.varcnt; i++){
|
|
if (MyManager->varmap.ivalue[i] == 1) {
|
|
//it's a decision, flip it'
|
|
MyManager->varmap.dvalue[i] = 1-MyManager->varmap.dvalue[i];
|
|
tempev = expected_value(MyManager, forest, utilities);
|
|
if(tempev > bestev){
|
|
if (_debug) fprintf(stderr,"found new best strategy (%g > %g).\n", tempev, bestev);
|
|
bestev = tempev;
|
|
changed = 1;
|
|
}else{
|
|
if (_debug) fprintf(stderr,"keeping old strategy (%g < %g).\n", tempev, bestev);
|
|
MyManager->varmap.dvalue[i] = 1-MyManager->varmap.dvalue[i];
|
|
}
|
|
}
|
|
}
|
|
}
|
|
if (_debug) fprintf(stderr,"expected_value(%g).\n", bestev);
|
|
printf("expected_value(%g).\n", bestev);
|
|
}
|
|
|
|
typedef struct _decision{
|
|
int var;
|
|
int nb_rel_bdds;
|
|
int alloc_rel_bdds;
|
|
int* rel_bdds;
|
|
int* rel_bdds_var;
|
|
} decision;
|
|
|
|
void local_strategy_search_independent(bdd_mgr* bdd_mgrs, double* utilities, int nb_bdds, namedvars globalvars){
|
|
int i, j, index;
|
|
int changed;
|
|
double* bdd_ev = malloc(sizeof(double)*nb_bdds);
|
|
double* bdd_ev_temp = malloc(sizeof(double)*nb_bdds);
|
|
double difference;
|
|
double new_strategy;
|
|
int nb_dec_vars = 0;
|
|
decision* decs = (decision*) malloc(sizeof(decision)*globalvars.varcnt);
|
|
decision* decision;
|
|
|
|
// Initialize all BDDs and compute their utility
|
|
if (_debug) fprintf(stderr,"Initializing BDDs and computing the starting utility\n");
|
|
for(i=0;i<nb_bdds;i++){
|
|
bdd_mgrs[i].extmanager.his = InitHistory(bdd_mgrs[i].extmanager.varmap.varcnt);
|
|
bdd_ev[i] = utilities[i]*CalcProbability(bdd_mgrs[i].extmanager, bdd_mgrs[i].root);
|
|
if (_debug) fprintf(stderr,"Utility for BDD %i is %g.\n", i, bdd_ev[i]);
|
|
ReInitHistory(bdd_mgrs[i].extmanager.his, bdd_mgrs[i].extmanager.varmap.varcnt);
|
|
}
|
|
|
|
// Make a list of all decisions with the BDDs they appear in
|
|
if (_debug) fprintf(stderr,"Making list of decisions with related BDDs\n");
|
|
if (_debug) fprintf(stderr,"There are %i vars.\n",globalvars.varcnt);
|
|
for(i=0;i<globalvars.varcnt;i++){
|
|
if (_debug) fprintf(stderr,"Variable %i", i);
|
|
if (globalvars.ivalue[i] == 1) {
|
|
if (_debug) fprintf(stderr," is a decision, affecting bdds");
|
|
decision = &decs[nb_dec_vars++];
|
|
decision->var = i;
|
|
decision->nb_rel_bdds = 0;
|
|
decision->alloc_rel_bdds = 8;
|
|
decision->rel_bdds = (int*) malloc(sizeof(int)*8);
|
|
decision->rel_bdds_var = (int*)malloc(sizeof(int)*8);
|
|
for(j=0;j<nb_bdds;j++){
|
|
index = GetNamedVarIndex(bdd_mgrs[j].extmanager.varmap,globalvars.vars[i]);
|
|
if(index>=0){
|
|
if (_debug) fprintf(stderr," %i", j);
|
|
bdd_mgrs[j].extmanager.varmap.dvalue[index] = globalvars.dvalue[i];
|
|
if(decision->nb_rel_bdds == decision->alloc_rel_bdds){
|
|
// increase array size
|
|
decision->alloc_rel_bdds = 2*decision->alloc_rel_bdds;
|
|
decision->rel_bdds = (int*) realloc(decision->rel_bdds,sizeof(int)*decision->alloc_rel_bdds);
|
|
decision->rel_bdds_var = (int*) realloc(decision->rel_bdds_var,sizeof(int)*decision->alloc_rel_bdds);
|
|
}
|
|
decision->rel_bdds[decision->nb_rel_bdds] = j;
|
|
decision->rel_bdds_var[decision->nb_rel_bdds] = index;
|
|
decision->nb_rel_bdds++;
|
|
}
|
|
}
|
|
}else{
|
|
if (_debug) fprintf(stderr," is not a decision, affecting bdds");
|
|
for(j=0;j<nb_bdds;j++){
|
|
index = GetNamedVarIndex(bdd_mgrs[j].extmanager.varmap,globalvars.vars[i]);
|
|
if(index>=0){
|
|
if (_debug) fprintf(stderr," %i", j);
|
|
bdd_mgrs[j].extmanager.varmap.dvalue[index] = globalvars.dvalue[i];
|
|
}
|
|
}
|
|
}
|
|
if (_debug) fprintf(stderr,".\n");
|
|
}
|
|
|
|
if (_debug) fprintf(stderr,"Starting Search\n");
|
|
if (_debug) fprintf(stderr,"There are %i decisions.\n",nb_dec_vars);
|
|
do{
|
|
changed = 0;
|
|
if (_debug) fprintf(stderr,"New Iteration\n");
|
|
for(i=0;i<nb_dec_vars;i++){
|
|
new_strategy = 1-globalvars.dvalue[decs[i].var];
|
|
difference = 0;
|
|
for(j=0;j<decs[i].nb_rel_bdds;j++){
|
|
index = decs[i].rel_bdds[j];
|
|
bdd_mgrs[index].extmanager.varmap.dvalue[decs[i].rel_bdds_var[j]] = new_strategy;
|
|
bdd_ev_temp[index] = utilities[index]*CalcProbability(bdd_mgrs[index].extmanager, bdd_mgrs[index].root);
|
|
ReInitHistory(bdd_mgrs[index].extmanager.his, bdd_mgrs[index].extmanager.varmap.varcnt);
|
|
if (_debug) fprintf(stderr,"Utility for BDD %i changed from %g to %g.\n", index, bdd_ev[index],bdd_ev_temp[index]);
|
|
difference += bdd_ev_temp[index] - bdd_ev[index];
|
|
}
|
|
if(difference>0){
|
|
// it's an improvement
|
|
globalvars.dvalue[decs[i].var] = new_strategy;
|
|
changed = 1;
|
|
for(j=0;j<decs[i].nb_rel_bdds;j++){
|
|
bdd_ev[decs[i].rel_bdds[j]] = bdd_ev_temp[decs[i].rel_bdds[j]];
|
|
}
|
|
if (_debug) fprintf(stderr,"Changing decision %i to improve %g.\n",decs[i].var,difference);
|
|
}else{
|
|
// it's not an improvement, reset
|
|
for(j=0;j<decs[i].nb_rel_bdds;j++){
|
|
bdd_mgrs[decs[i].rel_bdds[j]].extmanager.varmap.dvalue[decs[i].rel_bdds_var[j]] = 1-new_strategy;
|
|
}
|
|
}
|
|
}
|
|
}while(changed);
|
|
|
|
free(decs);
|
|
free(bdd_ev_temp);
|
|
difference = 0;
|
|
for(i=0;i<nb_bdds;i++){
|
|
difference += bdd_ev[i];
|
|
}
|
|
free(bdd_ev);
|
|
printf("expected_value(%g).\n", difference);
|
|
}
|
|
|
|
|
|
double expected_value(extmanager* MyManager, DdNode **forest, double* utilities){
|
|
int curbdd = 0;
|
|
DdNode *bdd = forest[0];
|
|
double sum = 0;
|
|
double prob = 0;
|
|
do {
|
|
prob = CalcProbability(*MyManager, bdd);
|
|
//printf("probability(%e).\n", prob);
|
|
sum += (*utilities) * prob;
|
|
//printf("sum is %e.\n", sum);
|
|
curbdd++;
|
|
bdd = forest[curbdd];
|
|
utilities++;
|
|
} while(bdd != NULL);
|
|
ReInitHistory(MyManager->his, MyManager->varmap.varcnt);
|
|
//printf("final sum is %e.\n", sum);
|
|
return sum;
|
|
}
|
|
|
|
void print_strategy(namedvars varmap){
|
|
int i;
|
|
for(i = 0; i < varmap.varcnt; i++){
|
|
if (varmap.ivalue[i] == 1) {
|
|
// it's a decision, print it
|
|
// if it contains an '_', it must be quoted,
|
|
// otherwise don't quote because it must parsed as an integer in prolog
|
|
if(strchr(varmap.vars[i]+1,'_')==NULL){
|
|
if (_debug) fprintf(stderr,"strategy(%s,%g).\n",varmap.vars[i]+1, varmap.dvalue[i]);
|
|
printf("strategy(%s,%g).\n",varmap.vars[i]+1, varmap.dvalue[i]);
|
|
}else{
|
|
if (_debug) fprintf(stderr,"strategy('%s',%g).\n",varmap.vars[i]+1, varmap.dvalue[i]);
|
|
printf("strategy('%s',%g).\n",varmap.vars[i]+1, varmap.dvalue[i]);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
// new manager for bdd forest needs very low memory requirements! -l
|
|
void newManager(extmanager* MyManager, bddfileheader fileheader, int nbManagers){
|
|
// MyManager->manager;
|
|
if (_debug) fprintf(stderr,"Creating new BDD manager.\n\n");
|
|
if (_debug) fprintf(stderr,"Setting BDD manager memory consumption to %i.\n", max(1024,(512*1024*1024)/nbManagers));
|
|
MyManager->manager = Cudd_Init((unsigned int)fileheader.varcnt, 0,
|
|
(unsigned int)max(32,CUDD_UNIQUE_SLOTS/nbManagers),
|
|
(unsigned int)max(512,CUDD_CACHE_SLOTS/nbManagers),
|
|
(unsigned int)max(5000,(1024*1024*1024)/nbManagers));
|
|
Cudd_AutodynEnable(MyManager->manager, CUDD_REORDER_GROUP_SIFT);
|
|
//Cudd_SetMaxCacheHard(MyManager->manager, 1024*1024*1024);
|
|
//Cudd_SetLooseUpTo(MyManager->manager, 1024*1024*512);
|
|
if (_debug) Cudd_EnableReorderingReporting(MyManager->manager);
|
|
MyManager->t = HIGH(MyManager->manager);
|
|
MyManager->f = LOW(MyManager->manager);
|
|
MyManager->varmap = InitNamedVars(fileheader.varcnt, fileheader.varstart);
|
|
if (_debug) Cudd_PrintInfo(MyManager->manager,stderr);
|
|
MyManager->his = InitHistory(fileheader.varcnt);
|
|
}
|
|
|
|
|
|
int printTime(void){
|
|
struct tm *current;
|
|
time_t now;
|
|
time(&now);
|
|
current = localtime(&now);
|
|
fprintf(stderr, "%i:%i:%i: ", current->tm_hour, current->tm_min, current->tm_sec);
|
|
return 1;
|
|
}
|
|
|
|
bdd_mgr* generateIndependentBDDForest(bddfileheader fileheader) {
|
|
int icomment, maxlinesize, icur, iline, curinter, iequal;
|
|
DdNode *Line;
|
|
bdd_mgr * bdd_mgrs;
|
|
char buf, *inputline, *filename, *subl;
|
|
bddfileheader interfileheader;
|
|
subl = NULL; // This addition might hide a real bug GUY you need to check your free(subl) instructions
|
|
// Initialization of intermediate steps
|
|
//Guy: +1 to delimit array????
|
|
bdd_mgrs = (bdd_mgr *) malloc(sizeof(bdd_mgr) * (fileheader.intercnt+1));
|
|
for (icur = 0; icur < fileheader.intercnt+1; icur++) {
|
|
bdd_mgrs[icur].extmanager.manager = NULL;
|
|
bdd_mgrs[icur].root = NULL;
|
|
}
|
|
// Read file data
|
|
interfileheader.inputfile = NULL;
|
|
filename = NULL; // For nested files
|
|
iequal = 0; // Flag for encountered = sign
|
|
icur = 0; // Pointer for inputline buffer location
|
|
iline = 5; // Current file line (first after header)
|
|
icomment = 0; // Flag for comments
|
|
maxlinesize = 80; // inputline starting buffer size
|
|
inputline = (char *) malloc(sizeof(char) * maxlinesize);
|
|
while(!feof(fileheader.inputfile)) {
|
|
fread(&buf, 1, 1, fileheader.inputfile);
|
|
if (buf == ';' || buf == '%' || buf == '$') icomment = 1;
|
|
if (buf == '\n') {
|
|
if (icomment) icomment = 0;
|
|
if (iequal > 1) {
|
|
fprintf(stderr, "Error at line: %i. Line contains more than 1 equal(=) signs.\n", iline);
|
|
fclose(fileheader.inputfile);
|
|
free(bdd_mgrs);
|
|
free(inputline);
|
|
return NULL;
|
|
} else iequal = 0;
|
|
if (icur > 0) {
|
|
inputline[icur] = '\0';
|
|
if (inputline[0] != 'L') {
|
|
fprintf(stderr, "Error at line: %i. Intermediate results should start with L.\n", iline);
|
|
fclose(fileheader.inputfile);
|
|
free(bdd_mgrs);
|
|
free(inputline);
|
|
return NULL;
|
|
}
|
|
curinter = getInterBDD(inputline);
|
|
if (curinter == -1) {
|
|
if (fileheader.version < 2) {
|
|
if (inputline[0] == 'L' && IsPosNumber(inputline + 1)) {
|
|
curinter = atoi(inputline + 1) - 1;
|
|
if (curinter > -1 && curinter < fileheader.intercnt && bdd_mgrs[curinter].extmanager.manager != NULL) {
|
|
if (_debug) fprintf(stderr, "Returned: %s\n", inputline);
|
|
fclose(fileheader.inputfile);
|
|
free(inputline);
|
|
//changed: just return every intermediate BDD
|
|
return bdd_mgrs;
|
|
} else {
|
|
fprintf(stderr, "Error at line: %i. Return result asked doesn't exist.\n", iline);
|
|
fclose(fileheader.inputfile);
|
|
free(bdd_mgrs);
|
|
free(inputline);
|
|
return NULL;
|
|
}
|
|
} else {
|
|
fprintf(stderr, "Error at line: %i. Invalid intermediate result format.\n", iline);
|
|
fclose(fileheader.inputfile);
|
|
free(bdd_mgrs);
|
|
free(inputline);
|
|
return NULL;
|
|
}
|
|
} else {
|
|
// Support for forest
|
|
maxlinesize = 10;
|
|
iline = -1;
|
|
for (subl = strtok(inputline, ","); subl != NULL; subl = strtok(NULL, ",")) {
|
|
if (subl[0] == 'L' && IsPosNumber(subl + 1)) {
|
|
curinter = atoi(subl + 1) - 1;
|
|
if (curinter > -1 && curinter < fileheader.intercnt && bdd_mgrs[curinter].extmanager.manager != NULL) {
|
|
iline++;
|
|
if (iline >= (maxlinesize - 1)) {
|
|
maxlinesize *= 2;
|
|
}
|
|
} else {
|
|
fprintf(stderr, "Error at line: %i. Return result asked(%s) doesn't exist.\n", iline, subl);
|
|
fclose(fileheader.inputfile);
|
|
free(bdd_mgrs);
|
|
free(inputline);
|
|
free(subl);
|
|
return NULL;
|
|
}
|
|
} else {
|
|
fprintf(stderr, "Error at line: %i. Invalid intermediate result format.\n", iline);
|
|
fclose(fileheader.inputfile);
|
|
free(bdd_mgrs);
|
|
free(inputline);
|
|
free(subl);
|
|
return NULL;
|
|
}
|
|
}
|
|
if (_debug) fprintf(stderr, "Returned: %s\n", inputline);
|
|
fclose(fileheader.inputfile);
|
|
free(inputline);
|
|
free(subl);
|
|
iline++;
|
|
//changed: just return every intermediate BDD
|
|
return bdd_mgrs;
|
|
}
|
|
} else if (curinter > -1 && curinter < fileheader.intercnt && bdd_mgrs[curinter].extmanager.manager == NULL) {
|
|
if (_debug) fprintf(stderr, "%i %s\n", curinter, inputline);
|
|
if (_debug) printTime();
|
|
if (_debug) fprintf(stderr, "At line %i reading %s\n", (curinter+1), inputline);
|
|
filename = getFileName(inputline);
|
|
if (filename == NULL) {
|
|
fprintf(stderr, "Error at line: %i. A forest of independent BDDs cannot have formulas.\n", iline);
|
|
fclose(fileheader.inputfile);
|
|
free(bdd_mgrs);
|
|
free(inputline);
|
|
free(subl);
|
|
return NULL;
|
|
} else {
|
|
interfileheader = ReadFileHeader(filename);
|
|
if (interfileheader.inputfile == NULL) {
|
|
//Line = simpleBDDload(manager, &varmap, filename);
|
|
Line = NULL;
|
|
} else {
|
|
newManager(&(bdd_mgrs[curinter].extmanager),interfileheader,fileheader.intercnt);
|
|
Line = FileGenerateBDD(bdd_mgrs[curinter].extmanager.manager, bdd_mgrs[curinter].extmanager.varmap, interfileheader);
|
|
// for(i = 0; i<bdd_mgrs[curinter].extmanager.varmap.varcnt;i++){
|
|
// AddNamedVar(globalvars, bdd_mgrs[curinter].extmanager.varmap.vars[i]);
|
|
// }
|
|
//Cudd_EnableGarbageCollection(bdd_mgrs[curinter].manager->manager);
|
|
if (_debug) Cudd_PrintInfo(bdd_mgrs[curinter].extmanager.manager,stderr);
|
|
}
|
|
if (Line == NULL) fprintf(stderr, "Error at line: %i. Error in nested BDD file: %s.\n", iline, filename);
|
|
free(filename);
|
|
filename = NULL;
|
|
interfileheader.inputfile = NULL;
|
|
}
|
|
if (Line == NULL) {
|
|
fclose(fileheader.inputfile);
|
|
free(bdd_mgrs);
|
|
free(inputline);
|
|
return NULL;
|
|
}
|
|
bdd_mgrs[curinter].root = Line;
|
|
icur = 0;
|
|
} else if (curinter > -1 && curinter < fileheader.intercnt && bdd_mgrs[curinter].extmanager.manager != NULL) {
|
|
fprintf(stderr, "Error at line: %i. Intermediate results can't be overwritten.\n", iline);
|
|
fclose(fileheader.inputfile);
|
|
free(bdd_mgrs);
|
|
free(inputline);
|
|
return NULL;
|
|
} else {
|
|
fprintf(stderr, "Error at line: %i. Intermediate result asked doesn't exist.\n", iline);
|
|
fclose(fileheader.inputfile);
|
|
free(bdd_mgrs);
|
|
free(inputline);
|
|
return NULL;
|
|
}
|
|
}
|
|
iline++;
|
|
} else if (buf != ' ' && buf != '\t' && !icomment) {
|
|
if (buf == '=') iequal++;
|
|
inputline[icur] = buf;
|
|
icur += 1;
|
|
if (icur == _maxbufsize) {
|
|
fprintf(stderr, "Error: Maximum buffer size(%i) exceeded.\n", _maxbufsize);
|
|
fclose(fileheader.inputfile);
|
|
free(bdd_mgrs);
|
|
free(inputline);
|
|
return NULL;
|
|
}
|
|
while (icur > maxlinesize - 1) {
|
|
maxlinesize *= 2;
|
|
inputline = (char *) realloc(inputline, sizeof(char) * maxlinesize);
|
|
}
|
|
}
|
|
}
|
|
fprintf(stderr, "Error, file either doesn't end with a blank line or no return result was asked.\n");
|
|
fclose(fileheader.inputfile);
|
|
free(bdd_mgrs);
|
|
free(inputline);
|
|
return NULL;
|
|
}
|
|
|
|
|
|
int LoadVariableDataForForest(namedvars varmap, char *filename) {
|
|
FILE *data;
|
|
char *dataread, buf, *varname, *dynvalue;
|
|
double dvalue = 0.0;
|
|
int icur = 0, maxbufsize = 10, hasvar = 0, index = 0, idat = 0, ivalue = 0;
|
|
dynvalue = NULL;
|
|
varname = NULL;
|
|
if ((data = fopen(filename, "r")) == NULL) {
|
|
perror(filename);
|
|
return -1;
|
|
}
|
|
dataread = (char *) malloc(sizeof(char) * maxbufsize);
|
|
while(!feof(data)) {
|
|
fread(&buf, 1, 1, data);
|
|
if ((buf == '\n') && icur == 0) {
|
|
// ignore empty lines
|
|
} else if (buf == '\n') {
|
|
dataread[icur] = '\0';
|
|
icur = 0;
|
|
buf = ' ';
|
|
if (dataread[0] == '@') {
|
|
if (hasvar) {
|
|
AddNamedVarAt(varmap,varname,index);
|
|
varmap.loaded[index] = 1;
|
|
varmap.dvalue[index] = dvalue;
|
|
varmap.ivalue[index] = ivalue;
|
|
if (varmap.dynvalue[index] != NULL) {
|
|
free(varmap.dynvalue[index]);
|
|
varmap.dynvalue[index] = NULL;
|
|
}
|
|
if (dynvalue != NULL) {
|
|
varmap.dynvalue[index] = (void *) malloc(sizeof(char) * (strlen(dynvalue) + 1));
|
|
strcpy(varmap.dynvalue[index], dynvalue);
|
|
free(dynvalue);
|
|
dynvalue = NULL;
|
|
}
|
|
index++;
|
|
dvalue = 0.0;
|
|
ivalue = 0;
|
|
free(varname);
|
|
}
|
|
varname = (char *) malloc(sizeof(char) * strlen(dataread));
|
|
strcpy(varname, dataread + 1);
|
|
hasvar = 1;
|
|
idat = 0;
|
|
} else {
|
|
if (hasvar >= 0) {
|
|
switch(idat) {
|
|
case 0:
|
|
if (IsRealNumber(dataread)) dvalue = atof(dataread);
|
|
else {
|
|
fprintf(stderr, "Error at file: %s. Variable: %s can't have non real value: %s.\n", filename, varname, dataread);
|
|
fclose(data);
|
|
free(varname);
|
|
free(dataread);
|
|
return -2;
|
|
}
|
|
idat++;
|
|
break;
|
|
case 1:
|
|
if (IsNumber(dataread)) ivalue = atoi(dataread);
|
|
else {
|
|
fprintf(stderr, "Error at file: %s. Variable: %s can't have non integer value: %s.\n", filename, varname, dataread);
|
|
fclose(data);
|
|
free(varname);
|
|
free(dataread);
|
|
return -2;
|
|
}
|
|
idat++;
|
|
break;
|
|
case 2:
|
|
dynvalue = malloc(sizeof(char) * (strlen(dataread) + 1));
|
|
strcpy(dynvalue, dataread);
|
|
break;
|
|
}
|
|
}
|
|
}
|
|
} else {
|
|
dataread[icur] = buf;
|
|
icur++;
|
|
if (icur == _maxbufsize) {
|
|
fprintf(stderr, "Error: Maximum buffer size(%i) exceeded.\n", _maxbufsize);
|
|
fclose(data);
|
|
free(varname);
|
|
free(dataread);
|
|
return -2;
|
|
}
|
|
while (icur > maxbufsize - 1) {
|
|
maxbufsize *= 2;
|
|
dataread = (char *) realloc(dataread, sizeof(char) * maxbufsize);
|
|
}
|
|
}
|
|
}
|
|
if (hasvar) {
|
|
AddNamedVarAt(varmap,varname,index);
|
|
varmap.loaded[index] = 1;
|
|
varmap.dvalue[index] = dvalue;
|
|
varmap.ivalue[index] = ivalue;
|
|
if (varmap.dynvalue[index] != NULL) {
|
|
free(varmap.dynvalue[index]);
|
|
varmap.dynvalue[index] = NULL;
|
|
}
|
|
if (dynvalue != NULL) {
|
|
varmap.dynvalue[index] = (void *) malloc(sizeof(char) * (strlen(dynvalue) + 1));
|
|
strcpy(varmap.dynvalue[index], dynvalue);
|
|
free(dynvalue);
|
|
}
|
|
index++;
|
|
free(varname);
|
|
}
|
|
fclose(data);
|
|
free(dataread);
|
|
return 0;
|
|
}
|
|
|
|
///////////////////////
|
|
// Stop Added by Guy //
|
|
///////////////////////
|
|
|
|
/* Shell Parameters handling */
|
|
|
|
int argtype(const char *arg) {
|
|
if (strcmp(arg, "-l") == 0 || strcmp(arg, "--load") == 0) return 0;
|
|
if (strcmp(arg, "-e") == 0 || strcmp(arg, "--export") == 0) return 2;
|
|
if (strcmp(arg, "-m") == 0 || strcmp(arg, "--method") == 0) return 3;
|
|
if (strcmp(arg, "-i") == 0 || strcmp(arg, "--input") == 0) return 4;
|
|
if (strcmp(arg, "-h") == 0 || strcmp(arg, "--help") == 0) return 5;
|
|
if (strcmp(arg, "-d") == 0 || strcmp(arg, "--debug") == 0) return 6;
|
|
if (strcmp(arg, "-id") == 0 || strcmp(arg, "--queryid") == 0) return 7;
|
|
if (strcmp(arg, "-t") == 0 || strcmp(arg, "--timeout") == 0) return 8;
|
|
if (strcmp(arg, "-sd") == 0 || strcmp(arg, "--savedump") == 0) return 9;
|
|
if (strcmp(arg, "-sl") == 0 || strcmp(arg, "--slope") == 0) return 10;
|
|
if (strcmp(arg, "-o") == 0 || strcmp(arg, "--online") == 0) return 11;
|
|
if (strcmp(arg, "-bs") == 0 || strcmp(arg, "--bufsize") == 0) return 12;
|
|
if (strcmp(arg, "-pid") == 0 || strcmp(arg, "--pid") == 0) return 13;
|
|
if (strcmp(arg, "-ord") == 0 || strcmp(arg, "--order") == 0) return 14;
|
|
if (strcmp(arg, "-u") == 0 || strcmp(arg, "--utilities") == 0) return 15;
|
|
if (strcmp(arg, "-if") == 0 || strcmp(arg, "--independent") == 0) return 16;
|
|
if (strcmp(arg, "-lo") == 0 || strcmp(arg, "--local") == 0) return 17;
|
|
if (strcmp(arg, "-dreorder") == 0 || strcmp(arg, "--disable-reorder") == 0) return 18;
|
|
if (strcmp(arg, "-sord") == 0 || strcmp(arg, "--static-order") == 0) return 19;
|
|
return -1;
|
|
}
|
|
|
|
void printhelp(int argc, char **arg) {
|
|
fprintf(stderr, "\n\nProbLogBDD Tool Version: %s\n\n", VERSION);
|
|
fprintf(stderr, "SimpleCUDD library (www.cs.kuleuven.be/~theo/tools/simplecudd.html)\n");
|
|
fprintf(stderr, "SimpleCUDD was developed at Katholieke Universiteit Leuven(www.kuleuven.be)\n");
|
|
fprintf(stderr, "Copyright Katholieke Universiteit Leuven 2008\n");
|
|
fprintf(stderr, "Authors: Theofrastos Mantadelis, Angelika Kimmig, Bernd Gutmann\n");
|
|
fprintf(stderr, "This package falls under the: Artistic License 2.0\n");
|
|
fprintf(stderr, "\nUsage: %s -l [filename] -i [filename] -o (-s(d) [filename] -e [filename] -m [method] -id [queryid] -sl [double]) (-t [seconds] -d -h)\n", arg[0]);
|
|
fprintf(stderr, "Generates and traverses a BDD\nMandatory parameters:\n");
|
|
fprintf(stderr, "\t-l [filename]\t->\tfilename to load supports two formats:\n\t\t\t\t\t\t1. script with generation instructions\n\t\t\t\t\t\t2. node dump saved file\n");
|
|
fprintf(stderr, "\t-i [filename]\t->\tfilename to input problem specifics (mandatory with file formats 1, 2)\n");
|
|
fprintf(stderr, "\t-o\t\t->\tgenerates the BDD in online mode instead from a file can be used instead of -l\n");
|
|
fprintf(stderr, "Optional parameters:\n");
|
|
fprintf(stderr, "\t-sd [filename]\t->\tfilename to save generated BDD in node dump format (fast loading, traverse valid only)\n");
|
|
fprintf(stderr, "\t-e [filename]\t->\tfilename to export generated BDD in dot format\n");
|
|
fprintf(stderr, "\t-m [method]\t->\tthe calculation method to be used: none(default), [p]robability, [g]radient, [l]ine search, [o]nline\n");
|
|
fprintf(stderr, "\t-id [queryid]\t->\tthe queries identity name (used by gradient) default: %s\n", arg[0]);
|
|
fprintf(stderr, "\t-sl [double]\t->\tthe sigmoid slope (used by gradient) default: 1.0\n");
|
|
fprintf(stderr, "\t-if \t\t->\tbuild a forest of -independent- BDDs where each BDD is in a different manager. \n");
|
|
fprintf(stderr, "\t-u [filename]\t->\tfilename where a list of utilities can be found. \n");
|
|
fprintf(stderr, "\t-lo \t\t->\t do local strategy search. \n");
|
|
fprintf(stderr, "Extra parameters:\n");
|
|
fprintf(stderr, "\t-t [seconds]\t->\tthe seconds (int) for BDD generation timeout default 0 = no timeout\n");
|
|
fprintf(stderr, "\t-pid [pid]\t->\ta process id (int) to check for termination default 0 = no process to check\n");
|
|
fprintf(stderr, "\t-bs [bytes]\t->\tthe bytes (int) to use as a maximum buffer size to read files default 0 = no max\n");
|
|
fprintf(stderr, "\t-ord [filename]\t->\tUse the [filename] to define a specific final BDD variable order\n");
|
|
fprintf(stderr, "\t-dreorder\t->\tDiseable BDD dynamic variable ordering\n");
|
|
fprintf(stderr, "\t-sord [filename]\t->\tDefine a static ordering within [filename]\n");
|
|
fprintf(stderr, "\t-d\t\t->\tRun in debug mode (gives extra messages in stderr)\n");
|
|
fprintf(stderr, "\t-h\t\t->\tHelp (displays this message)\n");
|
|
fprintf(stderr, "Extra notes:\nSupports a forest of BDDs in one shared BDD.\nSelected computational methods will be applied to each BDD seperately.\nFile operations will be applied only to the first BDD.\n");
|
|
fprintf(stderr, "\nExample: %s -l testbdd -i input.txt -m g -id testbdd\n", arg[0]);
|
|
}
|
|
|
|
parameters loadparam(int argc, char **arg) {
|
|
int i;
|
|
parameters params;
|
|
params.loadfile = -1;
|
|
params.savedfile = -1;
|
|
params.exportfile = -1;
|
|
params.method = 0;
|
|
params.inputfile = -1;
|
|
params.debug = 0;
|
|
params.errorcnt = 0;
|
|
params.queryid = 0;
|
|
params.timeout = 0;
|
|
params.sigmoid_slope = 1.0;
|
|
params.online = 0;
|
|
params.maxbufsize = 0;
|
|
params.ppid = NULL;
|
|
params.orderfile = -1;
|
|
params.utilfile = -1;
|
|
params.independent_forest = -1;
|
|
params.local_search = -1;
|
|
params.error = (int *) malloc(argc * sizeof(int));
|
|
params.dynreorder = 1;
|
|
params.staticorder = -1;
|
|
for (i = 1; i < argc; i++) {
|
|
switch(argtype(arg[i])) {
|
|
case 0:
|
|
if (argc > i + 1) {
|
|
i++;
|
|
params.loadfile = i;
|
|
} else {
|
|
params.error[params.errorcnt] = i;
|
|
params.errorcnt++;
|
|
}
|
|
break;
|
|
case 2:
|
|
if (argc > i + 1) {
|
|
i++;
|
|
params.exportfile = i;
|
|
} else {
|
|
params.error[params.errorcnt] = i;
|
|
params.errorcnt++;
|
|
}
|
|
break;
|
|
case 3:
|
|
if (argc > i + 1) {
|
|
i++;
|
|
params.method = i;
|
|
} else {
|
|
params.error[params.errorcnt] = i;
|
|
params.errorcnt++;
|
|
}
|
|
break;
|
|
case 4:
|
|
if (argc > i + 1) {
|
|
i++;
|
|
params.inputfile = i;
|
|
} else {
|
|
params.error[params.errorcnt] = i;
|
|
params.errorcnt++;
|
|
}
|
|
break;
|
|
case 5:
|
|
printhelp(argc, arg);
|
|
break;
|
|
case 6:
|
|
params.debug = 1;
|
|
break;
|
|
case 7:
|
|
if (argc > i + 1) {
|
|
i++;
|
|
params.queryid = i;
|
|
} else {
|
|
params.error[params.errorcnt] = i;
|
|
params.errorcnt++;
|
|
}
|
|
break;
|
|
case 8:
|
|
if ((argc > i + 1) && (IsPosNumber(arg[i + 1]))) {
|
|
i++;
|
|
params.timeout = atoi(arg[i]);
|
|
} else {
|
|
params.error[params.errorcnt] = i;
|
|
params.errorcnt++;
|
|
}
|
|
break;
|
|
case 9:
|
|
if (argc > i + 1) {
|
|
i++;
|
|
params.savedfile = i;
|
|
} else {
|
|
params.error[params.errorcnt] = i;
|
|
params.errorcnt++;
|
|
}
|
|
break;
|
|
case 10:
|
|
if ((argc > i + 1) && (IsRealNumber(arg[i + 1]))) {
|
|
i++;
|
|
params.sigmoid_slope = atof(arg[i]);
|
|
} else {
|
|
params.error[params.errorcnt] = i;
|
|
params.errorcnt++;
|
|
}
|
|
break;
|
|
case 11:
|
|
params.online = 1;
|
|
break;
|
|
case 12:
|
|
if ((argc > i + 1) && (IsPosNumber(arg[i + 1]))) {
|
|
i++;
|
|
params.maxbufsize = atoi(arg[i]);
|
|
} else {
|
|
params.error[params.errorcnt] = i;
|
|
params.errorcnt++;
|
|
}
|
|
break;
|
|
case 13:
|
|
if ((argc > i + 1) && (IsPosNumber(arg[i + 1]))) {
|
|
i++;
|
|
params.ppid = (char *) malloc(sizeof(char) * (strlen(arg[i]) + 1));
|
|
strcpy(params.ppid, arg[i]);
|
|
} else {
|
|
params.error[params.errorcnt] = i;
|
|
params.errorcnt++;
|
|
}
|
|
break;
|
|
case 14:
|
|
if (argc > i + 1) {
|
|
i++;
|
|
params.orderfile = i;
|
|
} else {
|
|
params.error[params.errorcnt] = i;
|
|
params.errorcnt++;
|
|
}
|
|
break;
|
|
case 15:
|
|
if (argc > i + 1) {
|
|
i++;
|
|
params.utilfile = i;
|
|
} else {
|
|
params.error[params.errorcnt] = i;
|
|
params.errorcnt++;
|
|
}
|
|
break;
|
|
case 16:
|
|
params.independent_forest = i;
|
|
break;
|
|
case 17:
|
|
params.local_search = i;
|
|
break;
|
|
case 18:
|
|
params.dynreorder = -1;
|
|
break;
|
|
case 19:
|
|
if (argc > i + 1) {
|
|
i++;
|
|
params.staticorder = i;
|
|
} else {
|
|
params.error[params.errorcnt] = i;
|
|
params.errorcnt++;
|
|
}
|
|
break;
|
|
default:
|
|
params.error[params.errorcnt] = i;
|
|
params.errorcnt++;
|
|
break;
|
|
}
|
|
}
|
|
return params;
|
|
}
|
|
|
|
/* Error Handlers */
|
|
|
|
void handler(int num) {
|
|
fprintf(stderr, "Error: Timeout %i exceeded.\n", params.timeout);
|
|
exit(-1);
|
|
}
|
|
|
|
void pidhandler(int num) {
|
|
char *s;
|
|
if (params.timeout > 0) {
|
|
params.timeout -= 5;
|
|
if (params.timeout <= 0) {
|
|
fprintf(stderr, "Error: Timeout exceeded.\n");
|
|
exit(-1);
|
|
}
|
|
}
|
|
s = (char *) malloc(sizeof(char) * (19 + strlen(params.ppid)));
|
|
strcpy(s, "ps "); strcat(s, params.ppid); strcat(s, " >/dev/null");
|
|
if (system(s) != 0) exit(4);
|
|
signal(SIGALRM, pidhandler);
|
|
alarm(5);
|
|
free(s);
|
|
}
|
|
|
|
void termhandler(int num) {
|
|
exit(3);
|
|
}
|
|
|
|
/* Debugging traverse function */
|
|
|
|
void myexpand(extmanager MyManager, DdNode *Current) {
|
|
DdNode *h, *l;
|
|
hisnode *Found;
|
|
char *curnode;
|
|
curnode = GetNodeVarNameDisp(MyManager.manager, MyManager.varmap, Current);
|
|
printf("%s\n", curnode);
|
|
if ((Current != MyManager.t) && (Current != MyManager.f) &&
|
|
((Found = GetNode(MyManager.his, MyManager.varmap.varstart, Current)) == NULL)) {
|
|
l = LowNodeOf(MyManager.manager, Current);
|
|
h = HighNodeOf(MyManager.manager, Current);
|
|
printf("l(%s)->", curnode);
|
|
myexpand(MyManager, l);
|
|
printf("h(%s)->", curnode);
|
|
myexpand(MyManager, h);
|
|
AddNode(MyManager.his, MyManager.varmap.varstart, Current, 0.0, 0, NULL);
|
|
}
|
|
}
|
|
|
|
/* Angelicas Algorithm */
|
|
|
|
double CalcProbability(extmanager MyManager, DdNode *Current) {
|
|
DdNode *h, *l;
|
|
hisnode *Found;
|
|
char *curnode, *dynvalue;
|
|
double lvalue, hvalue, tvalue;
|
|
density_integral dynvalue_parsed;
|
|
|
|
dynvalue_parsed.low = 0.0;
|
|
dynvalue_parsed.high = 0.0;
|
|
dynvalue_parsed.mu = 0.0;
|
|
dynvalue_parsed.log_sigma = 0.0;
|
|
|
|
curnode = NULL;
|
|
|
|
if (params.debug) {
|
|
curnode = GetNodeVarNameDisp(MyManager.manager, MyManager.varmap, Current);
|
|
fprintf(stderr, "%s\n", curnode);
|
|
}
|
|
|
|
// base cases: 0 and 1 terminal
|
|
if (Current == MyManager.t) return 1.0;
|
|
if (Current == MyManager.f) return 0.0;
|
|
|
|
// case: node is in cache
|
|
if ((Found = GetNode(MyManager.his, MyManager.varmap.varstart, Current)) != NULL) {
|
|
return Found->dvalue;
|
|
}
|
|
|
|
// case: node is not in cache
|
|
l = LowNodeOf(MyManager.manager, Current);
|
|
h = HighNodeOf(MyManager.manager, Current);
|
|
if (params.debug) fprintf(stderr, "l(%s)->", curnode);
|
|
lvalue = CalcProbability(MyManager, l);
|
|
if (params.debug) fprintf(stderr, "h(%s)->", curnode);
|
|
hvalue = CalcProbability(MyManager, h);
|
|
|
|
dynvalue = (char*) MyManager.varmap.dynvalue[GetIndex(Current) - MyManager.varmap.varstart];
|
|
if (dynvalue == NULL) {
|
|
// no dynvalue, node is regular probabilistic fact
|
|
tvalue = MyManager.varmap.dvalue[GetIndex(Current) - MyManager.varmap.varstart];
|
|
} else {
|
|
// there is a dynvalue, node is continuous fact
|
|
curnode = GetNodeVarNameDisp(MyManager.manager, MyManager.varmap, Current);
|
|
dynvalue_parsed = parse_density_integral_string(dynvalue, curnode);
|
|
if (params.debug) fprintf(stderr, " cont low=%f high=%f mu=%f sigma=%f\n->", dynvalue_parsed.low, dynvalue_parsed.high, dynvalue_parsed.mu,exp(dynvalue_parsed.log_sigma) );
|
|
tvalue = cumulative_normal(dynvalue_parsed.low, dynvalue_parsed.high, dynvalue_parsed.mu, exp(dynvalue_parsed.log_sigma))/
|
|
(1-cumulative_normal_upper(dynvalue_parsed.low, dynvalue_parsed.mu, exp(dynvalue_parsed.log_sigma)));
|
|
}
|
|
|
|
tvalue = tvalue * hvalue + lvalue * (1.0 - tvalue);
|
|
AddNode(MyManager.his, MyManager.varmap.varstart, Current, tvalue, 0, NULL);
|
|
return tvalue;
|
|
}
|
|
|
|
|
|
/* Bernds Algorithm */
|
|
// type=0 regular probabilistic fact
|
|
// type=1 derive gradient for mu
|
|
// type=2 derive gradient for sigma
|
|
gradientpair CalcGradient(extmanager MyManager, DdNode *Current, int TargetVar, char *TargetPattern, int type) {
|
|
DdNode *h, *l;
|
|
hisnode *Found;
|
|
char *curnode, *dynvalue;
|
|
gradientpair lowvalue, highvalue, tvalue;
|
|
double this_probability = 0.0;
|
|
double this_gradient = 0.0;
|
|
double continuous_denominator = 0.0, continuous_numerator = 0.0;
|
|
double *gradient;
|
|
density_integral dynvalue_parsed;
|
|
|
|
dynvalue_parsed.low = 0.0;
|
|
dynvalue_parsed.high = 0.0;
|
|
dynvalue_parsed.mu = 0.0;
|
|
dynvalue_parsed.log_sigma = 0.0;
|
|
|
|
curnode = NULL;
|
|
if (params.debug) {
|
|
curnode = GetNodeVarNameDisp(MyManager.manager, MyManager.varmap, Current);
|
|
fprintf(stderr, "%s\n", curnode);
|
|
}
|
|
// base cases
|
|
if (Current == MyManager.t) {
|
|
tvalue.probability = 1.0;
|
|
tvalue.gradient = 0.0;
|
|
return tvalue;
|
|
}
|
|
if (Current == MyManager.f) {
|
|
tvalue.probability = 0.0;
|
|
tvalue.gradient = 0.0;
|
|
return tvalue;
|
|
}
|
|
//node is in cache
|
|
if ((Found = GetNode(MyManager.his, MyManager.varmap.varstart, Current)) != NULL) {
|
|
tvalue.probability = Found->dvalue;
|
|
tvalue.gradient = *((double *) Found->dynvalue);
|
|
return tvalue;
|
|
}
|
|
|
|
//inductive case
|
|
l = LowNodeOf(MyManager.manager, Current);
|
|
h = HighNodeOf(MyManager.manager, Current);
|
|
if (params.debug) fprintf(stderr, "l(%s)->", curnode);
|
|
lowvalue = CalcGradient(MyManager, l, TargetVar, TargetPattern,type);
|
|
if (params.debug) fprintf(stderr, "h(%s)->", curnode);
|
|
highvalue = CalcGradient(MyManager, h, TargetVar, TargetPattern,type);
|
|
dynvalue = (char*) MyManager.varmap.dynvalue[GetIndex(Current) - MyManager.varmap.varstart];
|
|
if (dynvalue == NULL) { // no dynvalue, it's a regular probabilistic fact
|
|
this_probability = sigmoid(MyManager.varmap.dvalue[GetIndex(Current) - MyManager.varmap.varstart], params.sigmoid_slope);
|
|
} else { // there is a dynvalue, it's a continuous fact! let's do the hybrid ProbLog magic here
|
|
curnode = GetNodeVarNameDisp(MyManager.manager, MyManager.varmap, Current);
|
|
dynvalue_parsed = parse_density_integral_string(dynvalue, curnode);
|
|
continuous_denominator = 1-cumulative_normal_upper(dynvalue_parsed.low, dynvalue_parsed.mu, exp(dynvalue_parsed.log_sigma));
|
|
continuous_numerator = cumulative_normal(dynvalue_parsed.low, dynvalue_parsed.high, dynvalue_parsed.mu, exp(dynvalue_parsed.log_sigma));
|
|
this_probability= continuous_numerator/continuous_denominator;
|
|
}
|
|
|
|
tvalue.probability = this_probability * highvalue.probability + (1 - this_probability) * lowvalue.probability;
|
|
tvalue.gradient = this_probability * highvalue.gradient + (1 - this_probability) * lowvalue.gradient;
|
|
|
|
|
|
// is this node, the one we want to calculcate the gradient for?
|
|
|
|
if ((GetIndex(Current) == TargetVar) ||
|
|
((TargetPattern != NULL) && patternmatch(TargetPattern, MyManager.varmap.vars[GetIndex(Current)]))) {
|
|
|
|
if (type == 0) {
|
|
// current node is normal probabilistic fact
|
|
this_gradient = this_probability * (1 - this_probability) * params.sigmoid_slope;
|
|
} else if (type == 1) {
|
|
// it's a continues fact and we need d/dmu
|
|
this_gradient = (cumulative_normal_dmu(dynvalue_parsed.low, dynvalue_parsed.high, dynvalue_parsed.mu, exp(dynvalue_parsed.log_sigma))*continuous_denominator+
|
|
continuous_numerator*cumulative_normal_upper_dmu(dynvalue_parsed.low, dynvalue_parsed.mu, exp(dynvalue_parsed.log_sigma))) /
|
|
(continuous_denominator*continuous_denominator);
|
|
} else if (type == 2) {
|
|
// it's a continues fact and we need d/dsigma
|
|
|
|
|
|
this_gradient = exp(dynvalue_parsed.log_sigma)*
|
|
|
|
(cumulative_normal_dsigma(dynvalue_parsed.low, dynvalue_parsed.high, dynvalue_parsed.mu, exp(dynvalue_parsed.log_sigma))*continuous_denominator +
|
|
continuous_numerator*cumulative_normal_upper_dsigma(dynvalue_parsed.low, dynvalue_parsed.mu, exp(dynvalue_parsed.log_sigma))) /
|
|
(continuous_denominator*continuous_denominator);
|
|
}
|
|
|
|
tvalue.gradient += (highvalue.probability - lowvalue.probability) * this_gradient;
|
|
}
|
|
|
|
|
|
gradient = (double *) malloc(sizeof(double));
|
|
*gradient = tvalue.gradient;
|
|
AddNode(MyManager.his, MyManager.varmap.varstart, Current, tvalue.probability, 0, gradient);
|
|
return tvalue;
|
|
}
|
|
|
|
char * extractpattern(char *thestr) {
|
|
char *p;
|
|
int i = 0, sl = strlen(thestr);
|
|
while((thestr[i] != '_') && (i < sl)) i++;
|
|
if (i == sl) return NULL;
|
|
i++;
|
|
p = (char *) malloc(sizeof(char) * (i + 2));
|
|
strncpy(p, thestr, i);
|
|
p[i] = '*';
|
|
p[i + 1] = '\0';
|
|
return p;
|
|
}
|
|
|
|
int patterncalculated(char *pattern, extmanager MyManager, int loc) {
|
|
int i;
|
|
if (pattern == NULL) return 0;
|
|
for (i = loc - 1; i > -1; i--)
|
|
if (patternmatch(pattern, MyManager.varmap.vars[i])) return 1;
|
|
return 0;
|
|
}
|