This repository has been archived on 2023-08-20. You can view files and clone it, but cannot push or open issues or pull requests.
yap-6.3/packages/ProbLog/simplecudd/ProblogBDD.c
Vítor Manuel de Morais Santos Costa 69caa6d5df upgrade to more recent version of ProbLog.
2010-01-14 15:46:46 +00:00

719 lines
33 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 *
* *
* 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 "simplecudd.h"
#include <signal.h>
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;
} parameters;
typedef struct _gradientpair {
double probability;
double gradient;
} gradientpair;
typedef struct _extmanager {
DdManager *manager;
DdNode *t, *f;
hisqueue *his;
namedvars varmap;
} extmanager;
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);
double sigmoid(double x, double slope);
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 patterncalculated(char *pattern, extmanager MyManager, int loc);
char * extractpattern(char *thestr);
int main(int argc, char **arg) {
extmanager MyManager;
DdNode *bdd;
bddfileheader fileheader;
int i, ivarcnt, code;
gradientpair tvalue;
double probability = -1.0;
char *varpattern;
varpattern = NULL;
code = -1;
params = loadparam(argc, arg);
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') {
printhelp(argc, arg);
fprintf(stderr, "Error: you must choose a calculation method beetween [p]robability, [g]radient, [l]ine search, [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) {
MyManager.manager = simpleBDDinit(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 {
fileheader = ReadFileHeader(arg[params.loadfile]);
switch(fileheader.filetype) {
case BDDFILE_SCRIPT:
MyManager.manager = simpleBDDinit(fileheader.varcnt);
MyManager.t = HIGH(MyManager.manager);
MyManager.f = LOW(MyManager.manager);
MyManager.varmap = InitNamedVars(fileheader.varcnt, fileheader.varstart);
bdd = FileGenerateBDD(MyManager.manager, MyManager.varmap, fileheader);
ivarcnt = fileheader.varcnt;
break;
case BDDFILE_NODEDUMP:
MyManager.manager = simpleBDDinit(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 (bdd != 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;
}
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) {
varpattern = extractpattern(MyManager.varmap.vars[i]);
if ((varpattern == NULL) || (!patterncalculated(varpattern, MyManager, i))) {
tvalue = CalcGradient(MyManager, bdd, i + MyManager.varmap.varstart, varpattern);
probability = tvalue.probability;
double factor = sigmoid(MyManager.varmap.dvalue[i], params.sigmoid_slope) * (1 - sigmoid(MyManager.varmap.dvalue[i], params.sigmoid_slope)) * params.sigmoid_slope;
if (varpattern == NULL) {
printf("query_gradient(%s,%s,%1.12f).\n", arg[params.queryid], MyManager.varmap.vars[i], tvalue.gradient * factor);
} else {
varpattern[strlen(varpattern) - 2] = '\0';
printf("query_gradient(%s,%s,%1.12f).\n", arg[params.queryid], varpattern, tvalue.gradient * factor);
}
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);
probability = tvalue.probability;
}
printf("query_probability(%s,%1.12f).\n", arg[params.queryid], probability);
break;
case 'l':
tvalue = CalcGradient(MyManager, bdd, 0 + MyManager.varmap.varstart, NULL);
probability = tvalue.probability;
printf("query_probability(%s,%1.12f).\n", arg[params.queryid], probability);
break;
case 'p':
printf("probability(%1.12f).\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 (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]);
ReInitHistory(MyManager.his, MyManager.varmap.varcnt);
free(MyManager.his);
}
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;
}
/* 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;
return -1;
}
void printhelp(int argc, char **arg) {
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, "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-d\t\t->\tRun in debug mode (gives extra messages in stderr)\n");
fprintf(stderr, "\t-h\t\t->\tHelp (displays this message)\n\n");
fprintf(stderr, "Example: %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.error = (int *) malloc(argc * sizeof(int));
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;
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);
}
/* General Functions */
double sigmoid(double x, double slope) {
return 1 / (1 + exp(-x * slope));
}
/* 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;
double lvalue, hvalue, tvalue;
if (params.debug) {
curnode = GetNodeVarNameDisp(MyManager.manager, MyManager.varmap, Current);
fprintf(stderr, "%s\n", curnode);
}
if (Current == MyManager.t) return 1.0;
if (Current == MyManager.f) return 0.0;
if ((Found = GetNode(MyManager.his, MyManager.varmap.varstart, Current)) != NULL) return Found->dvalue;
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);
tvalue = MyManager.varmap.dvalue[GetIndex(Current) - MyManager.varmap.varstart];
tvalue = tvalue * hvalue + lvalue * (1.0 - tvalue);
AddNode(MyManager.his, MyManager.varmap.varstart, Current, tvalue, 0, NULL);
return tvalue;
}
/* Bernds Algorithm */
gradientpair CalcGradient(extmanager MyManager, DdNode *Current, int TargetVar, char *TargetPattern) {
DdNode *h, *l;
hisnode *Found;
char *curnode;
gradientpair lvalue, hvalue, tvalue;
double this_probability;
double *gradient;
if (params.debug) {
curnode = GetNodeVarNameDisp(MyManager.manager, MyManager.varmap, Current);
fprintf(stderr, "%s\n", curnode);
}
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;
}
if ((Found = GetNode(MyManager.his, MyManager.varmap.varstart, Current)) != NULL) {
tvalue.probability = Found->dvalue;
tvalue.gradient = *((double *) Found->dynvalue);
return tvalue;
}
l = LowNodeOf(MyManager.manager, Current);
h = HighNodeOf(MyManager.manager, Current);
if (params.debug) fprintf(stderr, "l(%s)->", curnode);
lvalue = CalcGradient(MyManager, l, TargetVar, TargetPattern);
if (params.debug) fprintf(stderr, "h(%s)->", curnode);
hvalue = CalcGradient(MyManager, h, TargetVar, TargetPattern);
this_probability = sigmoid(MyManager.varmap.dvalue[GetIndex(Current) - MyManager.varmap.varstart], params.sigmoid_slope);
tvalue.probability = this_probability * hvalue.probability + (1 - this_probability) * lvalue.probability;
tvalue.gradient = this_probability * hvalue.gradient + (1 - this_probability) * lvalue.gradient;
if ((GetIndex(Current) == TargetVar) ||
((TargetPattern != NULL) && patternmatch(TargetPattern, MyManager.varmap.vars[GetIndex(Current)]))) {
tvalue.gradient += hvalue.probability - lvalue.probability;
}
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;
}