/* lil-gp Genetic Programming System, version 1.0, 11 July 1995 * Copyright (C) 1995 Michigan State University * * This program is free software; you can redistribute it and/or modify * it under the terms of version 2 of the GNU General Public License as * published by the Free Software Foundation. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. * * Douglas Zongker (zongker@isl.cps.msu.edu) * Dr. Bill Punch (punch@isl.cps.msu.edu) * * Computer Science Department * A-714 Wells Hall * Michigan State University * East Lansing, Michigan 48824 * USA * */ #include #ifdef USEVFORK extern char **environ; #endif /* read_checkpoint() * * reads a checkpoint file, placing the generation number in gen and filling * the population (and other structures) with information from the file */ void read_checkpoint ( char *filename, int *gen, multipop **mpop ) { FILE *f; char *buffer; ephem_const **eind; int random_state_bytes; int i; char *rand_state; /* miscellaneous buffer for reading. */ buffer = (char *)MALLOC ( MAXCHECKLINELENGTH ); /* open the file. */ f = fopen ( filename, "rb" ); if ( f == NULL ) { error ( E_FATAL_ERROR, "couldn't read checkpoint \"%s\".", filename ); } oprintf ( OUT_SYS, 30, "reading from checkpoint \"%s\".\n", filename ); /** confirm the magic word that starts every checkpoint file. **/ fgets ( buffer, MAXCHECKLINELENGTH, f ); if ( strcmp ( buffer, CK_MAGIC ) ) error ( E_FATAL_ERROR, "\"%s\" is not a lil-gp v1.0 checkpoint file.", filename ); /* skip the human-readable id line. */ fgets ( buffer, MAXCHECKLINELENGTH, f ); #ifdef DEBUG printf ( "id line: %s", buffer ); #endif /** read and print the timestamp. **/ fscanf ( f, "%*s " ); fgets ( buffer, MAXCHECKLINELENGTH, f ); /* chop the newline. */ buffer[strlen(buffer)-1] = 0; oprintf ( OUT_SYS, 30, " checkpoint timestamp: [%s].\n", buffer ); /* skip the "section: global" line. */ fgets ( buffer, MAXCHECKLINELENGTH, f ); #ifdef DEBUG printf ( "should be global section: %s", buffer ); #endif /* read the generation number. */ fscanf ( f, "%*s %d\n", gen ); /** read the random number state encoded as a string of hex chars. **/ /* first read the length. */ fscanf ( f, "%*s %d ", &random_state_bytes ); #ifdef DEBUG fprintf ( stderr, "%d random state bytes.\n", random_state_bytes ); #endif /* allocate the buffer. */ rand_state = (char *)MALLOC ( random_state_bytes+1 ); /* read the hex data into the buffer. */ read_hex_block ( rand_state, random_state_bytes, f ); /* set the state. */ random_set_state ( rand_state ); /* free the buffer. */ FREE ( rand_state ); /* slurp the newline character following the hex data. */ fgetc ( f ); /** skip the "section: parameter" line. **/ fgets ( buffer, MAXCHECKLINELENGTH, f ); #ifdef DEBUG printf ( "should be parameter section: %s", buffer ); #endif /* read the parameter database. */ read_parameter_database ( f ); /* make internal copies of function set(s). */ if ( app_build_function_sets() ) error ( E_FATAL_ERROR, "app_build_function_sets() failure." ); /** skip the "section: erc" line. **/ fgets ( buffer, MAXCHECKLINELENGTH, f ); #ifdef DEBUG printf ( "should be erc section: %s", buffer ); #endif /* read the list of ephemeral constants, and index them */ eind = read_ephem_list ( f ); /** skip the "section: erc" line. **/ fgets ( buffer, MAXCHECKLINELENGTH, f ); #ifdef DEBUG printf ( "should be population section: %s", buffer ); #endif /** read the population **/ /* allocate memory. */ *mpop = (multipop *)MALLOC ( sizeof ( multipop ) ); /* read number of subpops. */ fscanf ( f, "%*s %d\n", &((**mpop).size) ); /* allocate subpop list. */ (**mpop).pop = (population **)MALLOC ( (**mpop).size * sizeof ( population * ) ); for ( i = 0; i < (**mpop).size; ++i ) { /** skip each "subpop: #" line. **/ fgets ( buffer, MAXCHECKLINELENGTH, f ); #ifdef DEBUG printf ( "should be subpop %d: %s", i, buffer ); #endif /* read the population. */ (**mpop).pop[i] = read_population ( eind, f ); } /** skip the "section: application" line. **/ fgets ( buffer, MAXCHECKLINELENGTH, f ); #ifdef DEBUG printf ( "should be application section: %s", buffer ); #endif /* read application-specific stuff. */ app_read_checkpoint ( f ); /** skip the "section: statistics" line. **/ fgets ( buffer, MAXCHECKLINELENGTH, f ); #ifdef DEBUG printf ( "should be statistics section: %s", buffer ); #endif /* read the statistics. */ read_stats_checkpoint ( *mpop, eind, f ); /* close'n'free. */ FREE ( eind ); FREE ( buffer ); fclose ( f ); oprintf ( OUT_SYS, 30, "population read from checkpoint \"%s\".\n", filename ); } /* write_checkpoint() * * checkpoints the population to the given file. */ void write_checkpoint ( int gen, multipop *mpop, char *filename ) { FILE *f; unsigned char *rand_state; ephem_index *eind; int i; int random_state_bytes; time_t now; char *param; char *compresscommand[4] = { NULL, NULL, NULL, NULL }; /* open the file. */ f = fopen ( filename, "w" ); if ( f == NULL ) { error ( E_ERROR, "couldn't write checkpoint \"%s\"; skipping.", filename ); return; } /* write magic number and id string. */ fputs ( CK_MAGIC, f ); fputs ( CK_IDSTRING, f ); /* write timestamp. */ time ( &now ); fprintf ( f, "checkpoint-written: %s", ctime ( &now ) ); /* global section. */ fputs ( "section: global\n", f ); fprintf ( f, "generation: %d\n", gen ); /** write the state of the random number generator. **/ rand_state = random_get_state ( &random_state_bytes ); fprintf ( f, "random-state: %d ", random_state_bytes ); /* store buffer as hex data. */ write_hex_block ( rand_state, random_state_bytes, f ); fputc ( '\n', f ); FREE ( rand_state ); /** write the parameter database. **/ fprintf ( f, "section: parameter\n" ); write_parameter_database ( f ); /** write the list of ephemeral constants, and index them. **/ fprintf ( f, "section: erc\n" ); eind = write_ephem_list ( f ); /** write the population. **/ fprintf ( f, "section: population\n" ); fprintf ( f, "subpop-count: %d\n", mpop->size ); for ( i = 0; i < mpop->size; ++i ) { fprintf ( f, "subpop: %d\n", i ); write_population ( mpop->pop[i], eind, f ); } /** application-specific data. **/ fprintf ( f, "section: application\n" ); app_write_checkpoint ( f ); /** statistics structures. **/ fprintf ( f, "section: statistics\n" ); write_stats_checkpoint ( mpop, eind, f ); /** close'n'free. **/ FREE ( eind ); fclose ( f ); oprintf ( OUT_SYS, 20, " population checkpointed: \"%s\".\n", filename ); /** do we compress the checkpoint file? **/ param = get_parameter ( "checkpoint.compress" ); if ( param ) { #if defined(USEVFORK) || defined(USESYSTEM) /* allocate a string big enough to hold the command. */ compresscommand[2] = (char *)MALLOC ( 2*(strlen(param) + strlen(filename)) * sizeof ( char ) ); /* create the command string. */ sprintf ( compresscommand[2], param, filename ); #ifdef DEBUG oprintf ( OUT_SYS, 20, " compression command is [%s]\n", compresscommand[2] ); #endif #ifdef USEVFORK /* in unix (solaris at least), a system() call performs a fork(), * then an exec(). the fork system call copies the entire address * space of the parent process to the child process. for large * GP applications, this could be intolerably slow. * * vfork() does a fork without copying the address space. it can * be used when the child immediately exec()s following the * vfork(). * * we use exec() to do a "/bin/sh -c compresscommand" to parse * and execute the compression command. * * we neither wait for the child to complete nor check the exit * status to see if the compression was successful. */ /** create the rest of the argv[] array to pass to the child. */ compresscommand[0] = "/bin/sh"; compresscommand[1] = "-c"; if ( !vfork() ) { execve ( "/bin/sh", compresscommand, environ ); _exit(1); } #else /* this is provided for non-unix systems which don't provide the * vfork() call but do have the system() call. */ system ( compresscommand[2] ); #endif FREE ( compresscommand[2] ); oprintf ( OUT_SYS, 20, " checkpoint compressed.\n" ); #else /* neither vfork() nor system() is available; can't do compression. */ oprintf ( OUT_SYS, 20, " checkpoint compression unavailable.\n" ); #endif } } /* read_population() * * allocates a population structure, reads a population from a checkpoint * file into it, and returns it. must be passed an index to look up ERCs * in. */ population *read_population ( ephem_const **eind, FILE *f ) { int i; char *buffer; population *pop; /* allocate. */ pop = (population *)MALLOC ( sizeof ( population ) ); /* read the "size" and "next" fields. */ fscanf ( f, "%*s %d\n%*s %d\n", &(pop->size), &(pop->next) ); /* allocate the individual array. */ pop->ind = (individual *)MALLOC ( pop->size * sizeof ( individual ) ); /* this buffer is used by read_individual for reading and parsing function names in trees. we allocate it here, so that all calls to read_individual share the same buffer (we don't have to repeatedly allocate and free). */ buffer = (char *)MALLOC ( MAXCHECKLINELENGTH ); for ( i = 0; i < pop->size; ++i ) { read_individual ( pop->ind+i, eind, f, buffer ); } FREE ( buffer ); return pop; } /* read_individual() * * reads a single individual from a checkpoint file into the given individual * pointer. it does NOT allocate the pointer. */ void read_individual ( individual *ind, ephem_const **eind, FILE *f, char *buffer ) { int j, k[3]; /* read the evald and flags fields. */ fscanf ( f, "%d %d ", &(ind->evald), &(ind->flags) ); if ( ind->evald == EVAL_CACHE_VALID ) { /** if the individual has valid fitness values saved in the file, read them. **/ /* skip over the human-readable fitness values and read the hits count. */ fscanf ( f, "%*f %*f %*f %d ", &(ind->hits) ); /** the fitness values, which are double precision, are dumped out in hex so that no significant digits are lost. **/ read_hex_block ( &(ind->r_fitness), sizeof(double), f ); fgetc ( f ); read_hex_block ( &(ind->s_fitness), sizeof(double), f ); fgetc ( f ); read_hex_block ( &(ind->a_fitness), sizeof(double), f ); fgetc ( f ); } #ifdef DEBUG fprintf ( stderr, "%d: %lf %lf %lf %d %d %d\n", i, ind->r_fitness, ind->s_fitness, ind->a_fitness, ind->hits, ind->evald, ind->flags ); #endif /* allocate the array of trees. */ ind->tr = (tree *)MALLOC ( tree_count * sizeof ( tree ) ); for ( j = 0; j < tree_count; ++j ) { /* read the tree number, tree size, and tree node count. */ fscanf ( f, "%d %d %d ", k+0, k+1, k+2 ); /** read the tree into a generation space, then copy it to it's final location. **/ gensp_reset ( 0 ); read_tree_recurse ( 0, eind, f, j, buffer ); gensp_dup_tree ( 0, ind->tr+j ); #ifdef DEBUG_READTREE fprintf ( stderr, "file: %d %d %d here: %d %d %d\n", k[0], k[1], k[2], j, ind->tr[j].size, ind->tr[j].nodes ); print_tree ( ind->tr[j].data, stderr ); #endif if ( k[0] != j || k[1] != ind->tr[j].size || k[2] != ind->tr[j].nodes ) { /** if the values in the checkpoint file don't match the values of the tree we read, this is a problem. this, of course should never happen. **/ error ( E_FATAL_ERROR, "checkpoint file corrupted in population section." ); } } } /* read_tree_recurse() * * function to recursively read a tree from a checkpoint file. */ void read_tree_recurse ( int space, ephem_const **eind, FILE *fil, int tree, char *string ) { function *f; int i, j; ephem_const *ep; /* read up until a nonwhitespace character in file. the nonwhitespace character is saved in string[0]. */ while ( isspace(string[0]=fgetc(fil)) ); /* get the next character. */ i = fgetc ( fil ); if ( isspace(i) ) /* if the next character is whitespace, then string[0] is a one-character function name. null-terminate the string. */ string[1] = 0; else { /** if the next character is not whitespace, then string[0] is either an open parenthesis or the first character of a multi-character function name. **/ /* push the next character back. */ ungetc ( i, fil ); /* read the function name. skip over an open parenthesis, if there is one. */ fscanf ( fil, "%s ", string+(string[0]!='(') ); } #ifdef DEBUG_READTREE fprintf ( stderr, "function name is [%s]\n", string ); #endif /* look up the function name in this tree's function set. if the function is an ERC terminal (the name is of the form "name:ERCindex"), then place the ERC address in ep. */ f = get_function_by_name ( tree, string, &ep, eind ); /* add an lnode to the tree. */ gensp_next(space)->f = f; switch ( f->type ) { case TERM_NORM: case TERM_ARG: case EVAL_TERM: break; case TERM_ERC: /* record the ERC address as the next lnode in the array. */ gensp_next(space)->d = ep; break; case FUNC_DATA: case EVAL_DATA: /** recursively read child functions, no skip nodes needed. **/ for ( i = 0; i < f->arity; ++i ) read_tree_recurse ( space, eind, fil, tree, string ); break; case FUNC_EXPR: case EVAL_EXPR: /** recursively read child functions, recording skip values. **/ for ( i = 0; i < f->arity; ++i ) { /* save an lnode for the skip value. */ j = gensp_next_int ( space ); /* read the child tree. */ read_tree_recurse ( space, eind, fil, tree, string ); /* figure out how big the child tree was, and save that number in the skip node. */ gensp[space].data[j].s = gensp[space].used-j-1; } break; } } /* get_function_by_name() * * looks up a function name in the function set for the given tree. if * the function is an ERC, looks up the index (encoded in the name) * and stores the ERC address in ep. */ function * get_function_by_name ( int tree, char *string, ephem_const **ep, ephem_const **eind ) { int i, j, k; function_set *fs = fset+tree_map[tree].fset; k = strlen ( string ); for ( i = 0; i < k; ++i ) { if ( string[i] == ':' ) { /* names of the form "name:index" are chopped at the colon, and the value of the index saved. */ string[i] = 0; j = atoi ( string+i+1 ); break; } else if ( string[i] == ')' ) { /* chop the name at the first closing parenthesis, since we could be passed a string like "function))))" */ string[i] = 0; break; } } /* find the string in the function set. */ for ( i = 0; i < fs->size; ++i ) if ( strcmp ( string, fs->cset[i].string ) == 0 ) { if ( fs->cset[i].type == TERM_ERC ) { /* if this is an ERC, lookup the saved index in the eind table, and store the looked-up address in ep. */ *ep = eind[j]; (*ep)->f = fs->cset+i; } /* return a pointer to the function. */ return fs->cset+i; } /* this, of course, should never happen. */ return NULL; } /* write_population() * * writes a population to a checkpoint file. */ void write_population ( population *pop, ephem_index *eind, FILE *f ) { int i; /* write size and next fields. */ fprintf ( f, "size: %d\nnext: %d\n", pop->size, pop->next ); /* write each individual. */ for ( i = 0; i < pop->size; ++i ) { write_individual ( pop->ind+i, eind, f ); } } /* write_individual() * * writes an individual to a checkpoint file. uses eind to change ERC * addresses to integer indices. */ void write_individual ( individual *ind, ephem_index *eind, FILE *f ) { int j; lnode *l; /* write evald and flags fields. */ fprintf ( f, "%d %d ", ind->evald, ind->flags ); if ( ind->evald == EVAL_CACHE_VALID ) { /** if the fitness values are valid... **/ /* ...write them in human-readable form. */ fprintf ( f, "%f %f %f %d ", ind->r_fitness, ind->s_fitness, ind->a_fitness, ind->hits ); /** then write the double-precision values as hex blocks, so as not to lose significant digits. **/ write_hex_block ( &(ind->r_fitness), sizeof(double), f ); fputc ( ' ', f ); write_hex_block ( &(ind->s_fitness), sizeof(double), f ); fputc ( ' ', f ); write_hex_block ( &(ind->a_fitness), sizeof(double), f ); } fputc ( '\n', f ); /** now write the trees of the individual. **/ for ( j = 0; j < tree_count; ++j ) { /* write tree number, size, nodes. */ fprintf ( f, "%d %d %d ", j, ind->tr[j].size, ind->tr[j].nodes ); /** write tree data. **/ l = ind->tr[j].data; write_tree_recurse ( &l, eind, f ); fputc ( '\n', f ); } } /* write_tree_recurse() * * function to recursively write trees to a checkpoint file. the same * as print_tree_recurse(), except that ERC nodes are written as * "name:index" rather than the value, using eind to translate addresses * to indices. */ void write_tree_recurse ( lnode **l, ephem_index *eind, FILE *fil ) { function *f; int i; /* remember which function we are. */ f = (**l).f; /* a space, then an open-paren if this function is not a terminal. */ fputc ( ' ', fil ); if ( f->arity != 0 ) fprintf ( fil, "(" ); ++*l; if ( f->type == TERM_ERC ) { /* ERCs printed as "name:index". */ fprintf ( fil, "%s:%d", f->string, lookup_ephem ( eind, (**l).d ) ); ++*l; } else /* everything else printed normally. */ fprintf ( fil, "%s", f->string ); switch ( f->type ) { case FUNC_DATA: case EVAL_DATA: /** recursively print children. **/ for ( i = 0; i < f->arity; ++i ) write_tree_recurse ( l, eind, fil ); break; case FUNC_EXPR: case EVAL_EXPR: /** recursive print children, ignoring the skip nodes. **/ for ( i = 0; i < f->arity; ++i ) { ++*l; write_tree_recurse ( l, eind, fil ); } break; } if ( f->arity != 0 ) fprintf ( fil, ")" ); } /* write_hex_block() * * writes a block of memory to a file, as a string of hex characters. */ void write_hex_block ( void *buf, int n, FILE *f ) { int i; unsigned char *b = (unsigned char *)buf; for ( i = 0; i < n; ++i ) fprintf ( f, "%02x", b[i] ); } /* read_hex_block() * * reads hex characters into a block of memory, the inverse of * write_hex_block(). */ void read_hex_block ( void *buf, int n, FILE *f ) { int i; unsigned char *b = (unsigned char *)buf; int c[2] = { 0, 0 }; for ( i = 0; i < n; ++i ) { c[0] = fgetc ( f ); c[1] = fgetc ( f ); /* convert hex chars to base 10. */ c[0] = c[0]>'9' ? c[0]-'a'+10 : c[0]-'0'; c[1] = c[1]>'9' ? c[1]-'a'+10 : c[1]-'0'; b[i] = c[0] * 16 + c[1]; } }