2011-06-26 23:13:43 +01:00
/******************************************************************************\
* *
* 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 *
* *
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# include "simplecudd.h"
# include "problogmath.h"
# include "pqueue.h"
# include "iqueue.h"
# include <signal.h>
# include <stdarg.h>
# define VERSION "2.0.0"
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 ;
} 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 ) ;
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 ) ;
double CalcExpectedCountsUp ( extmanager * MyManager , DdNode * Current , char * query_id ) ;
double CalcExpectedCountsDown ( extmanager * MyManager , DdNode * Current , char * query_id ) ;
double CalcExpectedCounts ( extmanager * MyManager , DdNode * Current , char * query_id , int calcdown_needed ) ;
int patterncalculated ( char * pattern , extmanager MyManager , int loc ) ;
char * extractpattern ( char * thestr ) ;
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 ;
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 ' & & arg [ params . method ] [ 0 ] ! = ' e ' & & arg [ params . method ] [ 0 ] ! = ' d ' ) {
printhelp ( argc , arg ) ;
fprintf ( stderr , " Error: you must choose a calculation method beetween [p]robability, [g]radient, [l]ine search, [o]nline, [e]xpected counts, probability with [d]eterministic nodes. \n " ) ;
return - 1 ;
}
if ( params . method ! = 0 & & ( arg [ params . method ] [ 0 ] = = ' g ' | | arg [ params . method ] [ 0 ] = = ' p ' | | arg [ params . method ] [ 0 ] = = ' l ' | | arg [ params . method ] [ 0 ] = = ' e ' | | arg [ params . method ] [ 0 ] = = ' d ' ) & & params . inputfile = = - 1 ) {
printhelp ( argc , arg ) ;
fprintf ( stderr , " Error: an input file is necessary for probability, gradient, line search calculation or expected counts methods. \n " ) ;
return - 1 ;
}
if ( params . debug ) DEBUGON ;
RAPIDLOADON ;
SETMAXBUFSIZE ( params . maxbufsize ) ;
signal ( SIGINT , termhandler ) ;
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# ifndef __MINGW32__
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if ( params . ppid ! = NULL ) {
signal ( SIGALRM , pidhandler ) ;
alarm ( 5 ) ;
} else {
signal ( SIGALRM , handler ) ;
alarm ( params . timeout ) ;
}
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# endif
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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 {
//fprintf(stderr,"reading file \n");
fileheader = ReadFileHeader ( arg [ params . loadfile ] ) ;
switch ( fileheader . filetype ) {
case BDDFILE_SCRIPT :
// fprintf(stderr," ..... %i \n",fileheader.varcnt);
MyManager . manager = simpleBDDinit ( fileheader . varcnt ) ;
MyManager . t = HIGH ( MyManager . manager ) ;
MyManager . f = LOW ( MyManager . manager ) ;
MyManager . varmap = InitNamedVars ( fileheader . varcnt , fileheader . varstart ) ;
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 :
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 ;
}
// fprintf(stderr,"bdd built\n");
}
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;
all_loaded_for_deterministic_variables ( MyManager . varmap , 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 ' e ' :
//fprintf(stderr,"start calc exp count\n");
printf ( " query_probability(%s,%30.30e). \n " , arg [ params . queryid ] , CalcExpectedCounts ( & MyManager , bdd , arg [ params . queryid ] , 1 ) ) ;
break ;
case ' d ' :
//fprintf(stderr,"start calc exp count\n");
printf ( " query_probability(%s,%30.30e). \n " , arg [ params . queryid ] , CalcExpectedCounts ( & MyManager , bdd , arg [ params . queryid ] , 0 ) ) ;
break ;
case ' p ' :
printf ( " query_probability(%s,%e). \n " , arg [ params . queryid ] , 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 ;
}
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 ] ) ;
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 ;
if ( strcmp ( arg , " -ord " ) = = 0 | | strcmp ( arg , " --order " ) = = 0 ) return 14 ;
return - 1 ;
}
void printhelp ( int argc , char * * arg ) {
fprintf ( stderr , " \n \n ProbLogBDD 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 , " \n Usage: %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 \n Mandatory parameters: \n " ) ;
fprintf ( stderr , " \t -l [filename] \t -> \t filename to load supports two formats: \n \t \t \t \t \t \t 1. script with generation instructions \n \t \t \t \t \t \t 2. node dump saved file \n " ) ;
fprintf ( stderr , " \t -i [filename] \t -> \t filename to input problem specifics (mandatory with file formats 1, 2) \n " ) ;
fprintf ( stderr , " \t -o \t \t -> \t generates 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 -> \t filename to save generated BDD in node dump format (fast loading, traverse valid only) \n " ) ;
fprintf ( stderr , " \t -e [filename] \t -> \t filename to export generated BDD in dot format \n " ) ;
fprintf ( stderr , " \t -m [method] \t -> \t the calculation method to be used: none(default), [p]robability, [g]radient, [l]ine search, [o]nline, [e]xpexted counts, prob. with [d]eterministic nodes \n " ) ;
fprintf ( stderr , " \t -id [queryid] \t -> \t the queries identity name (used by gradient) default: %s \n " , arg [ 0 ] ) ;
fprintf ( stderr , " \t -sl [double] \t -> \t the sigmoid slope (used by gradient) default: 1.0 \n " ) ;
fprintf ( stderr , " Extra parameters: \n " ) ;
fprintf ( stderr , " \t -t [seconds] \t -> \t the seconds (int) for BDD generation timeout default 0 = no timeout \n " ) ;
fprintf ( stderr , " \t -pid [pid] \t -> \t a process id (int) to check for termination default 0 = no process to check \n " ) ;
fprintf ( stderr , " \t -bs [bytes] \t -> \t the bytes (int) to use as a maximum buffer size to read files default 0 = no max \n " ) ;
fprintf ( stderr , " \t -ord [filename] \t -> \t Use the [filename] to define a specific BDD variable order \n " ) ;
fprintf ( stderr , " \t -d \t \t -> \t Run in debug mode (gives extra messages in stderr) \n " ) ;
fprintf ( stderr , " \t -h \t \t -> \t Help (displays this message) \n " ) ;
fprintf ( stderr , " Extra notes: \n Supports a forest of BDDs in one shared BDD. \n Selected computational methods will be applied to each BDD seperately. \n File operations will be applied only to the first BDD. \n " ) ;
fprintf ( stderr , " \n 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 . orderfile = - 1 ;
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 ;
case 14 :
if ( argc > i + 1 ) {
i + + ;
params . orderfile = 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 ) ;
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# ifndef __MINGW32__
2011-06-26 23:13:43 +01:00
signal ( SIGALRM , pidhandler ) ;
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# endif
2011-06-26 23:13:43 +01:00
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 ;
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 ;
}
double CalcExpectedCounts ( extmanager * MyManager , DdNode * Current , char * query_id , int calcdown_needed ) {
// fprintf(stderr,"%%calcing up\n");
double ret = CalcExpectedCountsUp ( MyManager , Current , query_id ) ;
// fprintf(stderr,"%%result is %e\n",ret);
// fprintf(stderr,"%%calcing down\n");
if ( calcdown_needed ! = 0 ) {
double retd = CalcExpectedCountsDown ( MyManager , Current , query_id ) ;
}
/* if(1 != retd){ */
/* fprintf(stderr,"down %e != up %e/%e\n",ret,retd,ret); */
/* exit(1); */
/* } */
return ret ;
}
/* ComparisonFunction compare_nodes ( extmanager MyManager) */
/* { */
/* //fprintf(stderr,"creating comparator for %p\n",MyManager); */
/* int comparator(void *av, void *bv){ */
/* fprintf(stderr,"========================> %p \n",MyManager); */
/* fprintf(stderr,"xxxxx \n"); */
/* DdNode* a = (DdNode*)av; */
/* DdNode* b = (DdNode*)bv; */
/* extmanager MyManager; */
/* int aindex,bindex, aperm, bperm; */
/* aindex=GetIndex(a); */
/* bindex=GetIndex(b); */
/* aperm=Cudd_IsConstant(a) ? CUDD_CONST_INDEX : Cudd_ReadPerm(MyManager.manager,aindex); */
/* Cudd_ReadPerm(MyManager.manager,bindex); */
/* bperm=Cudd_IsConstant(b) ? CUDD_CONST_INDEX : Cudd_ReadPerm(MyManager.manager,bindex); */
/* int temp = aperm-bperm; */
/* //-Cudd_ReadPerm(MyManager.manager,(*b).index);//-Cudd_ReadPerm(MyManager,b);// - Cudd_ReadPerm(b); */
/* //fprintf(stderr,"comparing3 %p %p %p\n",a,b,MyManager); */
/* // return -1; */
/* if (temp < 0) */
/* return 1; */
/* else if (temp > 0) */
/* return -1; */
/* // else //never return zero otherwise one is pruned away, or(?) */
/* // return 0; */
/* } */
/* // return (a<b) ? 1 : -1; */
/* return *comparator; */
/* } */
# define NODE_VALUE 1001
# define LOG_EXPECTED 0
void PrintNodeQueue ( Queue q , extmanager MyManager ) {
QueueIterator qiter = QueueIteratorNew ( q , 1 ) ;
fprintf ( stderr , " Queue %p is [ " , * q ) ;
while ( qiter - > currentItem ! = NULL ) {
DdNode * val = ( DdNode * ) qiter - > currentItem - > element ;
QueueIteratorAdvance ( qiter ) ;
fprintf ( stderr , " %s %s " , GetNodeVarNameDisp ( MyManager . manager , MyManager . varmap , val ) ,
( qiter - > currentItem ! = NULL ) ? " , " : " ] \n " ) ;
}
}
/** also nesting in CalcExpected seems to not work (must be here nested only valid within function frame)*/
/* will be changed at later stage */
static extmanager * ineedtostorethatsomehow ;
int comparator ( void * av , void * bv ) {
2014-02-12 00:34:40 +00:00
int ret = 0 ;
2011-06-26 23:13:43 +01:00
DdNode * a = ( DdNode * ) av ;
DdNode * b = ( DdNode * ) bv ;
int aindex , bindex , aperm , bperm ;
aindex = GetIndex ( a ) ;
bindex = GetIndex ( b ) ;
aperm = Cudd_IsConstant ( a ) ? CUDD_CONST_INDEX : Cudd_ReadPerm ( ineedtostorethatsomehow - > manager , aindex ) ;
Cudd_ReadPerm ( ineedtostorethatsomehow - > manager , bindex ) ;
bperm = Cudd_IsConstant ( b ) ? CUDD_CONST_INDEX : Cudd_ReadPerm ( ineedtostorethatsomehow - > manager , bindex ) ;
int temp = - aperm + bperm ;
if ( temp < 0 )
ret = 1 ;
else if ( temp > 0 )
ret = - 1 ;
// else //never return zero otherwise one is pruned away, or(?)
// return 0;
if ( LOG_EXPECTED ) {
fprintf ( stderr , " perm(%s,%i)=%i perm(%s,%i)=%i => %i \n " , GetNodeVarNameDisp ( ineedtostorethatsomehow - > manager , ineedtostorethatsomehow - > varmap , a ) ,
aindex ,
aperm ,
GetNodeVarNameDisp ( ineedtostorethatsomehow - > manager , ineedtostorethatsomehow - > varmap , b ) ,
bindex , bperm ,
ret ) ; }
return ret ;
}
/** output information for skipped nodes **/
skip_nodes ( extmanager * MyManager , double ( * counts ) [ ] , DdNode * node , DdNode * l , double dprob , char * query_id ) {
int skipcnt ;
skipcnt = Cudd_ReadPerm ( MyManager - > manager , GetIndex ( node ) ) + 1 ;
if ( LOG_EXPECTED ) { fprintf ( stderr , " >> skipper >> %s=%i@%i of %i -> %i@%i %i \n " ,
MyManager - > varmap . dynvalue [ GetIndex ( node ) - MyManager - > varmap . varstart ] ,
GetIndex ( node ) ,
Cudd_ReadPerm ( MyManager - > manager , GetIndex ( node ) ) ,
Cudd_ReadSize ( MyManager - > manager ) ,
GetIndex ( l ) ,
Cudd_ReadPerm ( MyManager - > manager , GetIndex ( l ) ) ,
Cudd_IsConstant ( l )
) ;
}
return skip_nodes_cnt ( MyManager , counts , skipcnt , l , dprob , query_id ) ;
}
skip_nodes_cnt ( extmanager * MyManager , double ( * counts ) [ ] , int skipcnt , DdNode * l , double dprob , char * query_id ) {
if ( LOG_EXPECTED ) fprintf ( stderr , " ==================== \n " ) ;
double p ;
int ivalue ;
// fprintf(stderr, " skip (:%i) \n",__LINE__);
while ( Cudd_IsConstant ( l ) ?
skipcnt < Cudd_ReadSize ( MyManager - > manager ) // the terminals/leafs/constants will be ignored
:
skipcnt < Cudd_ReadPerm ( MyManager - > manager , GetIndex ( l ) )
) {
skipcnt + + ;
if ( LOG_EXPECTED ) { fprintf ( stderr , " skipcnt %i \n " , skipcnt - 1 ) ; }
int idx = Cudd_ReadInvPerm ( MyManager - > manager , skipcnt - 1 ) ;
if ( LOG_EXPECTED ) { fprintf ( stderr , " index %i %i \n " , idx , MyManager - > varmap . varstart ) ; }
//fprintf(stdout,"%i %s.\n",skipcnt,MyManager->varmap.dynvalue[GetIndex(node) - MyManager->varmap.varstart]);
if ( LOG_EXPECTED ) { fprintf ( stderr , " Node skipped level %i index: %i name: %s (dprob is %e) \n " ,
skipcnt , idx ,
MyManager - > varmap . vars [ idx - MyManager - > varmap . varstart ] ,
dprob ) ; }
//notiz
ivalue = MyManager - > varmap . ivalue [ idx - MyManager - > varmap . varstart ] ;
//+ new{
//double tvalue; // probability of prob fact corresp to node
//tvalue = MyManager->varmap.dvalue[idx - MyManager->varmap.varstart];
//}
if ( ivalue = = 1 ) {
p = dprob * MyManager - > varmap . dvalue [ idx - MyManager - > varmap . varstart ] ;
//+ new{
//p=dprob*MyManager->varmap.dvalue[idx - MyManager->varmap.varstart] *tvalue;
//}
if ( p > 0 ) { // probability is zero, don't follow this branch
( * counts ) [ idx - MyManager - > varmap . varstart ] + = p ;
// fprintf(stdout,"oec(%s,%s,%e). %%2\n",query_id,MyManager->varmap.vars[idx - MyManager->varmap.varstart],p);
if ( LOG_EXPECTED ) fprintf ( stderr , " ec -> %s,%s,%e . %%2_1 \n " , query_id , MyManager - > varmap . vars [ idx - MyManager - > varmap . varstart ] , p ) ;
} else {
if ( LOG_EXPECTED ) { fprintf ( stdout , " %% ec(%s,%s,%30.30e). %%2_2 \n " , query_id , MyManager - > varmap . vars [ idx - MyManager - > varmap . varstart ] , p ) ; }
}
}
}
// fprintf(stderr, " skip %i \n",__LINE__);
if ( LOG_EXPECTED ) { fprintf ( stderr , " skipped \n " ) ; }
}
double CalcExpectedCountsDown ( extmanager * MyManager , DdNode * Current , char * query_id ) {
ineedtostorethatsomehow = MyManager ;
Queue q = QueueNew ( ) ;
//fprintf(stderr", =====> queue is: %p \n",q);
int i ;
char * curnode , * curh , * curl , * dynvalue ;
DdNode * h , * l , * node ;
ComparisonFunction fun ;
hisnode * Found , * lfound , * hfound ;
double dprob ; //downward probability of current node
double tvalue ; // probability of prob fact corresp to node
int ivalue ;
double retval ; //last value of true
double counts [ MyManager - > varmap . varcnt ] ;
double ( * pcnt ) [ MyManager - > varmap . varcnt ] ;
pcnt = & counts ;
for ( i = 0 ; i < MyManager - > varmap . varcnt ; i + + ) {
( * pcnt ) [ i ] = 0 ;
}
// skip everything before the first node:
skip_nodes_cnt ( MyManager , pcnt , 0 , Current , 1 , query_id ) ;
fun = * comparator ;
if ( LOG_EXPECTED ) { fprintf ( stderr , " ############################## \n " ) ; }
if ( LOG_EXPECTED ) { fprintf ( stderr , " ############################## \n fun is %p \n " , fun ) ; }
if ( ! Cudd_IsConstant ( Current ) ) {
QueuePutOnPriority ( q , Current , NODE_VALUE , fun ) ;
Found = GetNode ( MyManager - > his , MyManager - > varmap . varstart , Current ) ;
( * Found ) . dvalue2 = 1.0 / ( ( * Found ) . dvalue ) ;
dynvalue = ( * Found ) . dynvalue ;
}
Current = NULL ; // not used anymore or should not be
retval = 0 ;
while ( QueueSize ( q ) > 0 ) {
if ( LOG_EXPECTED ) { fprintf ( stderr , " \n " ) ; }
if ( LOG_EXPECTED ) { PrintNodeQueue ( q , * MyManager ) ; }
node = QueueGet ( q ) ;
curnode = GetNodeVarNameDisp ( MyManager - > manager , MyManager - > varmap , node ) ;
int level = Cudd_ReadPerm ( MyManager - > manager , GetIndex ( node ) ) ;
if ( ! Cudd_IsConstant ( node ) ) {
tvalue = MyManager - > varmap . dvalue [ GetIndex ( node ) - MyManager - > varmap . varstart ] ;
ivalue = MyManager - > varmap . ivalue [ GetIndex ( node ) - MyManager - > varmap . varstart ] ;
dynvalue = MyManager - > varmap . vars [ GetIndex ( node ) - MyManager - > varmap . varstart ] ;
Found = GetNode ( MyManager - > his , MyManager - > varmap . varstart , node ) ;
dprob = ( * Found ) . dvalue2 ;
l = LowNodeOf ( MyManager - > manager , node ) ;
h = HighNodeOf ( MyManager - > manager , node ) ;
lfound = GetNode ( MyManager - > his , MyManager - > varmap . varstart , l ) ;
hfound = GetNode ( MyManager - > his , MyManager - > varmap . varstart , h ) ;
curh = GetNodeVarNameDisp ( MyManager - > manager , MyManager - > varmap , h ) ;
curl = GetNodeVarNameDisp ( MyManager - > manager , MyManager - > varmap , l ) ;
if ( LOG_EXPECTED ) { fprintf ( stderr , " %s (%i)--> %s %s \n " , curnode , ( * node ) . index , curh , curl ) ; }
/** low node */
if ( ( * lfound ) . dvalue2 < - 0.1 ) { //only if not seen before == dvalue2=0 (almost) otherwise requing does not harm
if ( LOG_EXPECTED ) { fprintf ( stderr , " queueing l(%s)=%s \n " , curnode , curl ) ; }
QueuePutOnPriority ( q , l , NODE_VALUE , fun ) ;
( * lfound ) . dvalue2 = 0 ;
}
( ( * lfound ) . dvalue2 ) = ( ( * lfound ) . dvalue2 ) + ( ivalue = = 0 ? dprob : dprob * ( 1 - tvalue ) ) ;
if ( LOG_EXPECTED ) { fprintf ( stderr , " l(%s)=%s %e \n " , curnode , curl , ( * lfound ) . dvalue2 ) ; }
if ( LOG_EXPECTED ) { fprintf ( stderr , " l(%s)=%s %e %e %e \n " , curnode , curl , ( * lfound ) . dvalue2 , tvalue , dprob ) ; }
/** high node */
if ( ( * hfound ) . dvalue2 < - 0.1 ) { //only if not seen before == dvalue2=0 (almost) otherwise requing does not harm
fun = * comparator ;
( * fun ) ( l , l ) ;
if ( LOG_EXPECTED ) {
PrintNodeQueue ( q , * MyManager ) ;
fprintf ( stderr , " -> %p \n " , h ) ;
}
QueuePutOnPriority ( q , h , NODE_VALUE , fun ) ;
( * hfound ) . dvalue2 = 0 ;
}
( * hfound ) . dvalue2 = ( * hfound ) . dvalue2 + ( ivalue = = 0 ? dprob : ( dprob * ( tvalue ) ) ) ;
if ( LOG_EXPECTED ) { fprintf ( stderr , " h(%s)=%s %e %e %e \n " , curnode , curh , ( * hfound ) . dvalue2 , tvalue , dprob ) ; }
/** output expected counts current node */
if ( ivalue = = 1 ) {
( * pcnt ) [ GetIndex ( node ) - MyManager - > varmap . varstart ] + = dprob * tvalue * ( * hfound ) . dvalue ;
//fprintf(stdout,"oec(%s,%s,%e). %% 1_1\n",query_id,dynvalue,dprob * tvalue * (*hfound).dvalue);
if ( LOG_EXPECTED ) fprintf ( stderr , " ec -> %s,%s,%e . %% 1_1 \n " , query_id , dynvalue , dprob * tvalue * ( * hfound ) . dvalue ) ;
} else {
( * pcnt ) [ GetIndex ( node ) - MyManager - > varmap . varstart ] + = dprob * tvalue * ( * hfound ) . dvalue ;
if ( LOG_EXPECTED ) fprintf ( stderr , " ec -> %s,%s,%e . %% 1_2 \n " , query_id , dynvalue , dprob * tvalue * ( * hfound ) . dvalue ) ;
}
/** output expected counts of skipped nodes for low branch*/
skip_nodes ( MyManager , pcnt , node , l , dprob * ( ( ivalue = = 0 ) ? 1 : ( 1 - tvalue ) ) * ( * lfound ) . dvalue , query_id ) ;
skip_nodes ( MyManager , pcnt , node , h , dprob * ( ( ivalue = = 0 ) ? 1 : ( tvalue ) ) * ( * hfound ) . dvalue , query_id ) ;
} else {
if ( LOG_EXPECTED ) { fprintf ( stderr , " here: retval %s %e=>%e \n " , curnode , retval , ( * Found ) . dvalue2 ) ; }
if ( node = = ( MyManager - > t ) ) {
if ( LOG_EXPECTED ) { fprintf ( stderr , " updating retval %e=>%e \n " , retval , ( * Found ) . dvalue2 ) ; }
retval = ( * Found ) . dvalue2 ;
}
}
}
for ( i = 0 ; i < MyManager - > varmap . varcnt ; i + + ) {
ivalue = MyManager - > varmap . ivalue [ i ] ;
/* fprintf(stderr,"Node level %i index: %i name: %s (dprob is %e)\n", */
/* i,idx, */
/* MyManager->varmap.vars[idx - MyManager->varmap.varstart], */
/* dprob); */
//fprintf(stderr,"Node idx: %i level: %i \n",i,Cudd_ReadPerm(MyManager->manager,i));
if ( ivalue = = 0 ) {
fprintf ( stdout , " %% det: ec(%s,%s,%30.30e). \n " , query_id , MyManager - > varmap . vars [ i ] , ( counts ) [ i ] ) ;
} else {
fprintf ( stdout , " ec(%s,%s,%30.30e). \n " , query_id , MyManager - > varmap . vars [ i ] , ( counts ) [ i ] ) ;
}
}
// free(counts);
if ( LOG_EXPECTED ) {
fprintf ( stderr , " retval is %e \n " , retval ) ;
}
return retval ;
}
double CalcExpectedCountsUp ( extmanager * MyManager , DdNode * Current , char * query_id ) {
// fprintf(stderr,"--------------------- the manager 2 %p \n",&MyManager);
DdNode * h , * l ;
hisnode * Found ;
char * curnode ;
double lvalue , hvalue , tvalue ;
// tvalue=0.0;
int ivalue ;
if ( params . debug ) {
curnode = GetNodeVarNameDisp ( MyManager - > manager , MyManager - > varmap , Current ) ;
fprintf ( stderr , " %s \n " , curnode ) ;
}
if ( Current = = MyManager - > t ) {
// if ((Found = GetNode(MyManager->his, MyManager->varmap.varstart, Current)) == NULL) {
// fprintf(stderr,"adding true \n");
AddNode ( MyManager - > his , MyManager - > varmap . varstart , MyManager - > t , 1 , 0 , NULL ) ; //}//needed in down
return 1.0 ;
}
if ( Current = = MyManager - > f ) {
// fprintf(stderr,"adding false \n");
// if ((Found = GetNode(MyManager->his, MyManager->varmap.varstart, Current)) == NULL) {
AddNode ( MyManager - > his , MyManager - > varmap . varstart , MyManager - > f , 0 , 0 , NULL ) ; //}//needed in down
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 = CalcExpectedCountsUp ( MyManager , l , query_id ) ;
if ( params . debug ) fprintf ( stderr , " h(%s)-> " , curnode ) ;
hvalue = CalcExpectedCountsUp ( MyManager , h , query_id ) ;
tvalue = MyManager - > varmap . dvalue [ GetIndex ( Current ) - MyManager - > varmap . varstart ] ;
//notiz
ivalue = MyManager - > varmap . ivalue [ GetIndex ( Current ) - MyManager - > varmap . varstart ] ;
if ( ivalue = = 1 ) {
tvalue = tvalue * hvalue + lvalue * ( 1.0 - tvalue ) ;
} else if ( ivalue = = 0 ) {
tvalue = hvalue + lvalue ;
}
// fprintf(stderr," ---> %e \n",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 ;
double * gradient ;
density_integral dynvalue_parsed ;
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 ) ;
this_probability = cumulative_normal ( dynvalue_parsed . low , dynvalue_parsed . high , dynvalue_parsed . mu , dynvalue_parsed . sigma ) ;
}
tvalue . probability = this_probability * highvalue . probability + ( 1 - this_probability ) * lowvalue . probability ;
tvalue . gradient = this_probability * highvalue . gradient + ( 1 - this_probability ) * lowvalue . gradient ;
if ( ( GetIndex ( Current ) = = TargetVar ) | |
( ( TargetPattern ! = NULL ) & & patternmatch ( TargetPattern , MyManager . varmap . vars [ GetIndex ( Current ) ] ) ) ) {
if ( type = = 0 ) { // current node is normal probabilistic fact
tvalue . gradient + = ( highvalue . probability - lowvalue . probability ) * this_probability * ( 1 - this_probability ) * params . sigmoid_slope ;
} else if ( type = = 1 ) { // it's a continues fact and we need d/dmu
tvalue . gradient + = cumulative_normal_dmu ( dynvalue_parsed . low , dynvalue_parsed . high , dynvalue_parsed . mu , dynvalue_parsed . sigma ) * ( highvalue . probability + lowvalue . probability ) ;
} else if ( type = = 2 ) { // it's a continues fact and we need d/dsigma
tvalue . gradient + = cumulative_normal_dsigma ( dynvalue_parsed . low , dynvalue_parsed . high , dynvalue_parsed . mu , dynvalue_parsed . sigma ) * ( highvalue . probability + lowvalue . 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 ;
}