X-Git-Url: https://pintos-os.org/cgi-bin/gitweb.cgi?a=blobdiff_plain;f=src%2Fmath%2Fcategoricals.c;h=c544f97e98000ade273bd78785bd9a9a4b924e1b;hb=43b96ca660fb4c57674f1625aad48b83c0170de0;hp=e4feda2896645c0452133199563b3924249e1b1e;hpb=fc4133a6cd4b508fd61571a71cb19ccaea65a7f8;p=pspp diff --git a/src/math/categoricals.c b/src/math/categoricals.c index e4feda2896..c544f97e98 100644 --- a/src/math/categoricals.c +++ b/src/math/categoricals.c @@ -27,6 +27,7 @@ #include #include +#include struct value_node { @@ -43,6 +44,8 @@ struct var_params /* A map indexed by a union values */ struct hmap map; + const struct variable *var; + int base_subscript; /* The number of distinct values of this variable */ @@ -50,25 +53,37 @@ struct var_params /* A map of values indexed by subscript */ const struct value_node **reverse_value_map; + + /* Total of the weights of this variable */ + double cc; }; struct categoricals { - const struct variable **vars; - size_t n_vars; - + /* The weight variable */ const struct variable *wv; + /* An array of var_params */ struct var_params *vp; + /* The size of VP. (ie, the number of variables involved.) */ + size_t n_vp; + + /* The number of categorical variables which contain entries. + In the absence of missing values, this will be equal to N_VP */ + size_t n_vars; + /* A map to enable the lookup of variables indexed by subscript */ int *reverse_variable_map; size_t n_cats_total; struct pool *pool; + + /* Missing values to be excluded */ + enum mv_class exclude; }; @@ -76,47 +91,72 @@ void categoricals_destroy ( struct categoricals *cat) { int i; - for (i = 0 ; i < cat->n_vars; ++i) - hmap_destroy (&cat->vp[i].map); - - pool_destroy (cat->pool); - free (cat); + if (cat != NULL) + { + for (i = 0 ; i < cat->n_vp; ++i) + hmap_destroy (&cat->vp[i].map); + + pool_destroy (cat->pool); + free (cat); + } } +#if 0 void categoricals_dump (const struct categoricals *cat) { int v; - for (v = 0 ; v < cat->n_vars; ++v) + for (v = 0 ; v < cat->n_vp; ++v) { const struct var_params *vp = &cat->vp[v]; const struct hmap *m = &vp->map; - size_t width = var_get_width (cat->vars[v]); struct hmap_node *node ; int x; - printf ("\n%s (%d):\n", var_get_name (cat->vars[v]), vp->base_subscript); - - assert (vp->reverse_value_map); + printf ("\n%s (%d) CC=%g n_cats=%d:\n", + var_get_name (vp->var), vp->base_subscript, vp->cc, vp->n_cats); printf ("Reverse map\n"); for (x = 0 ; x < vp->n_cats; ++x) { + struct string s; const struct value_node *vn = vp->reverse_value_map[x]; - printf ("Value for %d is %s\n", x, value_str (&vn->value, width)); + ds_init_empty (&s); + var_append_value_name (vp->var, &vn->value, &s); + printf ("Value for %d is %s\n", x, ds_cstr(&s)); + ds_destroy (&s); } printf ("\nForward map\n"); for (node = hmap_first (m); node; node = hmap_next (m, node)) { + struct string s; const struct value_node *vn = HMAP_DATA (node, struct value_node, node); + ds_init_empty (&s); + var_append_value_name (vp->var, &vn->value, &s); printf ("Value: %s; Index %d; CC %g\n", - value_str (&vn->value, width), vn->subscript, vn->cc); + ds_cstr (&s), + vn->subscript, vn->cc); + ds_destroy (&s); } } + + assert (cat->n_vars <= cat->n_vp); + + printf ("\n"); + printf ("Number of categorical variables: %d\n", cat->n_vp); + printf ("Number of non-empty categorical variables: %d\n", cat->n_vars); + printf ("Total number of categories: %d\n", cat->n_cats_total); + + printf ("\nReverse variable map:\n"); + + for (v = 0 ; v < cat->n_cats_total; ++v) + printf ("%d ", cat->reverse_variable_map[v]); + printf ("\n"); } +#endif @@ -141,22 +181,27 @@ lookup_value (const struct hmap *map, const struct variable *var, const union va struct categoricals * -categoricals_create (const struct variable **v, size_t n_vars, const struct variable *wv) +categoricals_create (const struct variable **v, size_t n_vars, + const struct variable *wv, enum mv_class exclude) { size_t i; struct categoricals *cat = xmalloc (sizeof *cat); - cat->vars = v; - cat->n_vars = n_vars; + cat->n_vp = n_vars; cat->wv = wv; cat->n_cats_total = 0; + cat->n_vars = 0; cat->reverse_variable_map = NULL; cat->pool = pool_create (); + cat->exclude = exclude; - cat->vp = pool_calloc (cat->pool, sizeof *cat->vp, n_vars); + cat->vp = pool_calloc (cat->pool, cat->n_vp, sizeof *cat->vp); - for (i = 0 ; i < cat->n_vars; ++i) - hmap_init (&cat->vp[i].map); + for (i = 0 ; i < cat->n_vp; ++i) + { + hmap_init (&cat->vp[i].map); + cat->vp[i].var = v[i]; + } return cat; } @@ -172,27 +217,39 @@ categoricals_update (struct categoricals *cat, const struct ccase *c) assert (NULL == cat->reverse_variable_map); - for (i = 0 ; i < cat->n_vars; ++i) + for (i = 0 ; i < cat->n_vp; ++i) { - unsigned int width = var_get_width (cat->vars[i]); - const union value *val = case_data (c, cat->vars[i]); - size_t hash = value_hash (val, width, 0); + const struct variable *var = cat->vp[i].var; + unsigned int width = var_get_width (var); + const union value *val = case_data (c, var); + size_t hash; + struct value_node *node ; + + if ( var_is_value_missing (var, val, cat->exclude)) + continue; + + hash = value_hash (val, width, 0); + node = lookup_value (&cat->vp[i].map, var, val); - struct value_node *node = lookup_value (&cat->vp[i].map, cat->vars[i], val); if ( NULL == node) { - node = pool_calloc (cat->pool, sizeof *node, 1); + node = pool_malloc (cat->pool, sizeof *node); value_init (&node->value, width); value_copy (&node->value, val, width); node->cc = 0.0; hmap_insert (&cat->vp[i].map, &node->node, hash); - cat->n_cats_total ++; + cat->n_cats_total++; + + if ( 0 == cat->vp[i].n_cats) + cat->n_vars++; + node->subscript = cat->vp[i].n_cats++ ; } node->cc += weight; + cat->vp[i].cc += weight; } } @@ -204,19 +261,6 @@ categoricals_n_count (const struct categoricals *cat, size_t n) } -/* Return the index for value VAL in the Nth variable */ -int -categoricals_index (const struct categoricals *cat, size_t n, const union value *val) -{ - struct value_node *vn = lookup_value (&cat->vp[n].map, cat->vars[n], val); - - if ( vn == NULL) - return -1; - - return vn->subscript; -} - - /* Return the total number of categories */ size_t categoricals_total (const struct categoricals *cat) @@ -238,16 +282,18 @@ categoricals_done (struct categoricals *cat) */ int v; int idx = 0; - cat->reverse_variable_map = pool_calloc (cat->pool, sizeof *cat->reverse_variable_map, cat->n_cats_total); + cat->reverse_variable_map = pool_calloc (cat->pool, + cat->n_cats_total, + sizeof *cat->reverse_variable_map); - for (v = 0 ; v < cat->n_vars; ++v) + for (v = 0 ; v < cat->n_vp; ++v) { int i; struct var_params *vp = &cat->vp[v]; int n_cats_total = categoricals_n_count (cat, v); struct hmap_node *node ; - vp->reverse_value_map = pool_calloc (cat->pool, sizeof *vp->reverse_value_map, n_cats_total); + vp->reverse_value_map = pool_calloc (cat->pool, n_cats_total, sizeof *vp->reverse_value_map); vp->base_subscript = idx; @@ -257,32 +303,41 @@ categoricals_done (struct categoricals *cat) vp->reverse_value_map[vn->subscript] = vn; } + /* Populate the reverse variable map. + */ for (i = 0; i < vp->n_cats; ++i) cat->reverse_variable_map[idx++] = v; } + + assert (cat->n_vars <= cat->n_vp); } +static int +reverse_variable_lookup (const struct categoricals *cat, int subscript) +{ + assert (cat->reverse_variable_map); + assert (subscript >= 0); + assert (subscript < cat->n_cats_total); + + return cat->reverse_variable_map[subscript]; +} + /* Return the categorical variable corresponding to SUBSCRIPT */ const struct variable * categoricals_get_variable_by_subscript (const struct categoricals *cat, int subscript) { - int index; - - assert (cat->reverse_variable_map); - - index = cat->reverse_variable_map[subscript]; + int index = reverse_variable_lookup (cat, subscript); - return cat->vars[index]; + return cat->vp[index].var; } - /* Return the value corresponding to SUBSCRIPT */ const union value * categoricals_get_value_by_subscript (const struct categoricals *cat, int subscript) { - int vindex = cat->reverse_variable_map[subscript]; + int vindex = reverse_variable_lookup (cat, subscript); const struct var_params *vp = &cat->vp[vindex]; const struct value_node *vn = vp->reverse_value_map [subscript - vp->base_subscript]; @@ -290,6 +345,26 @@ categoricals_get_value_by_subscript (const struct categoricals *cat, int subscri } +double +categoricals_get_weight_by_subscript (const struct categoricals *cat, int subscript) +{ + int vindex = reverse_variable_lookup (cat, subscript); + const struct var_params *vp = &cat->vp[vindex]; + + return vp->cc; +} + +double +categoricals_get_sum_by_subscript (const struct categoricals *cat, int subscript) +{ + int vindex = reverse_variable_lookup (cat, subscript); + const struct var_params *vp = &cat->vp[vindex]; + + const struct value_node *vn = vp->reverse_value_map [subscript - vp->base_subscript]; + return vn->cc; +} + + /* Returns unity if the value in case C at SUBSCRIPT is equal to the category for that subscript */ double @@ -303,3 +378,10 @@ categoricals_get_binary_by_subscript (const struct categoricals *cat, int subscr return value_equal (val, categoricals_get_value_by_subscript (cat, subscript), width); } + + +size_t +categoricals_get_n_variables (const struct categoricals *cat) +{ + return cat->n_vars; +}