laydi/scripts/geneontology/go-distance/godist.c

#include <math.h>
#include <string.h>
#include <errno.h>
#include <stdio.h>
#include <stdlib.h>
#include <search.h>
#include "godist.h"

void print_terms();
void add_link(char*, char*);
struct node* get_bp();
struct node* get_term(char *);
void calc_ic(struct node *, unsigned int);
struct node *common_subsumer(struct node *, struct node *);
float resnik(struct node *, struct node *);


/* initialisation */
int godist_init() {
    /* Initialize hash table and array */
    hcreate(MAX_NODES);
    term_array_size = 0;
    link_count = 0;
    struct node *n;

    /* Read ontology terms from file */
    printf("Reading GO terms from go-terms.txt...");
    FILE *term_fd = fopen("go-terms.txt", "r");

    if (term_fd == NULL) {
        printf("cannot open file: go-terms.txt\n");
        exit(errno);
    }

    int i;
    while((i = godist_read_term(term_fd)) == 13) {
 /*       printf("%d\n", i);*/
    }
    fclose(term_fd);
    printf(" %d terms\n", term_array_size);

    /* Read ontology structure from file */
    printf("Reading GO structure from go-tree.txt...");
    FILE *tree_fd = fopen("go-tree.txt", "r");

    if (tree_fd == NULL) {
        printf("cannot open file: go-tree.txt\n");
        exit(errno);
    }

    while((i = godist_read_assoc(tree_fd)) == 2) {
	link_count++;
    }
    fclose(tree_fd);
    printf(" %d edges\n", link_count);

    printf("Calculating accumulated evidence...");
    fflush(stdout);
    for (i=0; i<term_array_size; i++) {
        clear_flags(get_bp());
        accumulate_evidence(term_array[i]);
    }
    printf("\n");

    evidence = 0xff;
    total_ann = 0;
    n = get_bp();
    for (i=0; i<12; i++)
	if (evidence & 1<<i)
	    total_ann += n->acc_evidence[i];
    printf("Using %d annotations.\n", total_ann);

    print_term(get_term("GO:0006006"));
    print_term(get_term("GO:0019318"));
    print_term(get_term("GO:0005996"));
    print_term(get_bp());
   /* 
    print_term(get_term("GO:0040007"));
    print_term(get_term("GO:0007275"));
    print_term(get_term("GO:0007582"));
    print_term(get_term("GO:0043473"));
    print_term(get_term("GO:0000004"));
    print_term(get_term("GO:0051704"));
    print_term(get_term("GO:0000003"));
    print_term(get_term("GO:0016032"));
    print_term(get_term("GO:0009987"));
    print_term(get_term("GO:0050896"));
    print_term(get_term("GO:0050789"));
*/
    printf("Calculation information content...");
    fflush(stdout);
    calculate_ics(0xffff);
    printf("\n");
/*    calc_ic(get_bp(), 0xffff);*/
/*    find_multi_parented();*/
    common_subsumer(get_term("GO:0000003"), get_term("GO:0000004"));
    /** should return go:0016032 */
    common_subsumer(get_term("GO:0019081"), get_term("GO:0050434"));

    printf("Resnik: %f\n", resnik(get_term("GO:0000003"), get_term("GO:0000004")));

}

void godist_exit() {
    int i;
    for (i=0; i<term_array_size; i++) {
	free(term_array[i]);
    }
}

int godist_read_assoc(FILE *fd) {
    char term1[11], term2[11];
    int retval;
    retval = fscanf(fd, " %10s %10s ", term1, term2);
    if (retval != EOF) {
	add_link(term1, term2);
    }
    return retval;
}

int godist_read_term(FILE *fd) {
    char term[11];
    int ev[12];
    int i;
    ENTRY e, *res;
    int nread = fscanf(fd, " %10s %d %d %d %d %d %d %d %d %d %d %d %d ",
                       term, &ev[0], &ev[1], &ev[2], &ev[3], &ev[4], &ev[5],
                       &ev[6], &ev[7], &ev[8], &ev[9], &ev[10], &ev[11]);
    if (errno != 0) {
        printf("errno: %d\n", errno);
    }
    if (nread == 13) {
        struct node *n = (struct node*) malloc(sizeof(struct node));
	n->parentc = 0;
	n->childrenc = 0;
	n->visited = 0;
	for (i=0; i<12; i++) {
	    n->evidence[i] = ev[i];
	    n->acc_evidence[i] = 0;
	}
	strcpy(n->term, term);

	/* add to hash table */
	e.key = n->term;
	e.data = (void*)n;
	res = hsearch(e, ENTER);

        term_array[term_array_size++] = n;
    } 

    return nread;
}

/* distance functions */
float go_distance(char *term1, char *term2) {
    return 0.0;
}

void clear_flags(struct node *n) {
    int i, j;
    for (i=0; i<term_array_size; i++) {
	term_array[i]->visited = 0;
	for (j=0; j<12; j++)
	    term_array[i]->temp_acc[j] = 0;
    }
}

void add_link(char *parent_id, char *child_id) {
    ENTRY *ep, e;
    struct node *parent, *child;

    char key[11];
    strcpy(key, parent_id);
    e.key = key;
    ep = hsearch(e, FIND);
    if (!ep) {
	printf("Cannot find term %s\n", e.key);
	return;
    }
    parent = (struct node*) ep->key;

    strcpy(key, child_id);
    e.key = key;
    ep = hsearch(e, FIND);
    if (!ep) {
	printf("Cannot find term %s\n", e.key);
	return;
    }
    child = (struct node*) ep->key;

    if (parent->childrenc +1 > MAX_CHILDREN) {
        printf("FIXME: increase child count");
	return;
    }
    parent->children[parent->childrenc] = child;
    parent->childrenc++;
    child->parents[child->parentc] = parent;
    child->parentc++;
}

struct node *get_bp() {
    return get_term("GO:0008150");
}

struct node *get_term(char *term) {
    ENTRY e, *ep;
    e.key = term;
    ep = hsearch(e, FIND);
 
    if (ep) {
	return ep->data;
    }
    return NULL;
}

void accumulate_evidence(struct node *n) {
    int i;
    acc_ev(n);
    for (i=0; i<12; i++) {
	n->acc_evidence[i] = n->temp_acc[i];
    }
}

void acc_ev(struct node *n) {
    int i, j;
    if (n->visited)
        return;
    n->visited = 1;

    for (i=0; i<12; i++)
        n->temp_acc[i] = n->evidence[i];

    for (i=0; i<(n->childrenc); i++) {
	if (!n->children[i]->visited) {
            acc_ev(n->children[i]);
	    for (j=0; j<12; j++)
                n->temp_acc[j] += n->children[i]->temp_acc[j];
        }
    }
}

void print_terms() {
    int i;
    for (i=0; i<term_array_size; i++) {
	printf("%s\n", term_array[i]->term);
    }
}

void print_term(struct node *n) {
    int i;
    printf("%s\n", n->term);
    printf("    children: %d\n", n->childrenc);
    printf("    parents:  %d\n", n->parentc);
    printf("    evidence: ");
    for (i=0; i<12; i++)
        printf("%d ", n->evidence[i]);
    printf("\n");
    printf("    accumulated evidence: ");
    for (i=0; i<12; i++)
        printf("%d ", n->acc_evidence[i]);
    printf("\n");
}

void find_multi_parented() {
    int i;
    for (i=0; i<term_array_size; i++) {
        if (term_array[i]->parentc > 1)
            printf("%s  -- %d\n", term_array[i]->term, term_array[i]->parentc);
    }
}

void calculate_ics(unsigned int evidence) {
    int i;
    for (i=0; i<term_array_size; i++)
	calc_ic(term_array[i], evidence);
}

void calc_ic(struct node *n, unsigned int evidence) {
    int i;
    float ann=0.0;
    for (i=0; i<12; i++)
	if (evidence & 1<<i)
	    ann += (float) n->acc_evidence[i];
    n->ic = -log(ann/total_ann);
    /*    printf("%f\n", n->ic);*/
}

struct node *common_subsumer(struct node *n1, struct node *n2) {
    struct node *anc1[MAX_NODES];
    struct node *anc2[MAX_NODES];
    int ancc1=0, ancc2=0;
    int i, j;
    struct node *retval=NULL;

    add_ancestors(&ancc1, anc1, n1);
    add_ancestors(&ancc2, anc2, n2);
    for (i=0; i<ancc1; i++)
        for (j=0; j<ancc2; j++)
            if (anc1[i] == anc2[j])
                if ((!retval) || (anc1[i]->ic > retval->ic))
                    retval = anc1[i];
    if (retval)
	;//        printf("Retval: %s\n", retval->term); 
    else
        printf("No value to return");
    return retval;
}

void add_ancestors(int *ancc, struct node *anc[], struct node *n) { 
    int i=0;
    anc[(*ancc)++] = n;
    for (i=0; i<n->parentc; i++)
        add_ancestors(ancc, anc, n->parents[i]);
}

float resnik(struct node *n1, struct node *n2) {
    struct node *subsumer = common_subsumer(n1, n2);
    if (!subsumer)
	return 20;
    else
        return n1->ic + n2->ic - 2.0 * subsumer->ic;
}


int read_terms(FILE *fd, struct node *terms[], int *termc) {
    char term[11];
    int retval;
    printf("read_terms\n");
    retval = fscanf(fd, " %10s ", term);
    while (retval != EOF) {
	printf(".");
    	fflush(stdout);
	terms[(*termc)++] = get_term(term);
	retval = fscanf(fd, " %10s ", term);
    }
    return retval;
}

void build_dataset() {
    struct node *terms[MAX_NODES];
    int termc = 0;
    int i, j;

    FILE *fd = fopen("dimension", "r");

    read_terms(fd, terms, &termc);

    for (i=0; i<termc; i++) {
	for (j=0; j<termc; j++) {
            printf("%f ", resnik(terms[i], terms[j]));
	}
	printf("\n");
    }
       

    fclose(fd);
}