/* * Copyright (C) 2012, 2013 * Dale Weiler * * Permission is hereby granted, free of charge, to any person obtaining a copy of * this software and associated documentation files (the "Software"), to deal in * the Software without restriction, including without limitation the rights to * use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies * of the Software, and to permit persons to whom the Software is furnished to do * so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #include "gmqcc.h" /* * This is a very clever method for correcting mistakes in QuakeC code * most notably when invalid identifiers are used or inproper assignments; * we can proprly lookup in multiple dictonaries (depening on the rules * of what the task is trying to acomplish) to find the best possible * match. * * * A little about how it works, and probability theory: * * When given an identifier (which we will denote I), we're essentially * just trying to choose the most likely correction for that identifier. * (the actual "correction" can very well be the identifier itself). * There is actually no way to know for sure that certian identifers * such as "lates", need to be corrected to "late" or "latest" or any * other permutations that look lexically the same. This is why we * must advocate the usage of probabilities. This implies that we're * trying to find the correction for C, out of all possible corrections * that maximizes the probability of C for the original identifer I. * * Bayes' Therom suggests something of the following: * AC P(I|C) P(C) / P(I) * Since P(I) is the same for every possibly I, we can ignore it giving * AC P(I|C) P(C) * * This greatly helps visualize how the parts of the expression are performed * there is essentially three, from right to left we perform the following: * * 1: P(C), the probability that a proposed correction C will stand on its * own. This is called the language model. * * 2: P(I|C), the probability that I would be used, when the programmer * really meant C. This is the error model. * * 3: AC, the control mechanisim, which implies the enumeration of all * feasible values of C, and then determine the one that gives the * greatest probability score. Selecting it as the "correction" * * * The requirement for complex expression involving two models: * * In reality the requirement for a more complex expression involving * two seperate models is considerably a waste. But one must recognize * that P(C|I) is already conflating two factors. It's just much simpler * to seperate the two models and deal with them explicitaly. To properly * estimate P(C|I) you have to consider both the probability of C and * probability of the transposition from C to I. It's simply much more * cleaner, and direct to seperate the two factors. */ /* some hashtable management for dictonaries */ static size_t *correct_find(ht table, const char *word) { return (size_t*)util_htget(table, word); } static int correct_update(ht *table, const char *word) { size_t *data = correct_find(*table, word); if (!data) return 0; (*data)++; return 1; } /* * _ is valid in identifiers. I've yet to implement numerics however * because they're only valid after the first character is of a _, or * alpha character. */ static const char correct_alpha[] = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ_"; static char *correct_strndup(const char *src, size_t n) { char *ret; size_t len = strlen(src); if (n < len) len = n; if (!(ret = (char*)mem_a(len + 1))) return NULL; ret[len] = '\0'; return (char*)memcpy(ret, src, len); } static char *correct_concat(char *str1, char *str2, bool next) { char *ret = NULL; if (!str1) { str1 = mem_a(1); *str1 = '\0'; } str1 = mem_r (str1, strlen(str1) + strlen(str2) + 1); ret = strcat(str1, str2); if (str2 && next) mem_d(str2); return ret; } /* * correcting logic for the following forms of transformations: * 1) deletion * 2) transposition * 3) alteration * 4) insertion */ static size_t correct_deletion(const char *ident, char **array, size_t index) { size_t itr; size_t len = strlen(ident); for (itr = 0; itr < len; itr++) { array[index + itr] = correct_concat ( correct_strndup (ident, itr), correct_strndup (ident+itr+1, len-(itr+1)), true ); } return itr; } static size_t correct_transposition(const char *ident, char **array, size_t index) { size_t itr; size_t len = strlen(ident); for (itr = 0; itr < len - 1; itr++) { array[index + itr] = correct_concat ( correct_concat ( correct_strndup(ident, itr), correct_strndup(ident+itr+1, 1), true ), correct_concat ( correct_strndup(ident+itr, 1), correct_strndup(ident+itr+2, len-(itr+2)), true ), true ); } return itr; } static size_t correct_alteration(const char *ident, char **array, size_t index) { size_t itr; size_t jtr; size_t ktr; size_t len = strlen(ident); char cct[2] = { 0, 0 }; /* char code table, for concatenation */ for (itr = 0, ktr = 0; itr < len; itr++) { for (jtr = 0; jtr < sizeof(correct_alpha); jtr++, ktr++) { *cct = correct_alpha[jtr]; array[index + ktr] = correct_concat ( correct_concat ( correct_strndup(ident, itr), (char *) &cct, false ), correct_strndup ( ident + (itr+1), len - (itr+1) ), true ); } } return ktr; } static size_t correct_insertion(const char *ident, char **array, size_t index) { size_t itr; size_t jtr; size_t ktr; size_t len = strlen(ident); char cct[2] = { 0, 0 }; /* char code table, for concatenation */ for (itr = 0, ktr = 0; itr <= len; itr++) { for (jtr = 0; jtr < sizeof(correct_alpha); jtr++, ktr++) { *cct = correct_alpha[jtr]; array[index + ktr] = correct_concat ( correct_concat ( correct_strndup (ident, itr), (char *) &cct, false ), correct_strndup ( ident+itr, len - itr ), true ); } } return ktr; } static GMQCC_INLINE size_t correct_size(const char *ident) { /* * deletion = len * transposition = len - 1 * alteration = len * sizeof(correct_alpha) * insertion = (len + 1) * sizeof(correct_alpha) */ register size_t len = strlen(ident); return (len) + (len - 1) + (len * sizeof(correct_alpha)) + ((len + 1) * sizeof(correct_alpha)); } static char **correct_edit(const char *ident) { size_t next; char **find = (char**)mem_a(correct_size(ident) * sizeof(char*)); if (!find) return NULL; next = correct_deletion (ident, find, 0); next += correct_transposition(ident, find, next); next += correct_alteration (ident, find, next); /*****/ correct_insertion (ident, find, next); return find; } /* * We could use a hashtable but the space complexity isn't worth it * since we're only going to determine the "did you mean?" identifier * on error. */ static int correct_exist(char **array, size_t rows, char *ident) { size_t itr; for (itr = 0; itr < rows; itr++) if (!strcmp(array[itr], ident)) return 1; return 0; } static char **correct_known(ht table, char **array, size_t rows, size_t *next) { size_t itr; size_t jtr; size_t len; size_t row; char **res = NULL; char **end; for (itr = 0, len = 0; itr < rows; itr++) { end = correct_edit(array[itr]); row = correct_size(array[itr]); for (jtr = 0; jtr < row; jtr++) { if (correct_find(table, end[jtr]) && !correct_exist(res, len, end[jtr])) { res = mem_r(res, sizeof(char*) * (len + 1)); res[len++] = end[jtr]; } } mem_d(end); } *next = len; return res; } static char *correct_maximum(ht table, char **array, size_t rows) { char *str = NULL; size_t *itm = NULL; size_t itr; size_t top; for (itr = 0, top = 0; itr < rows; itr++) { if ((itm = correct_find(table, array[itr])) && (*itm > top)) { top = *itm; str = array[itr]; } } return str; } static void correct_cleanup(char **array, size_t rows) { size_t itr; for (itr = 0; itr < rows; itr++) mem_d(array[itr]); } /* * This is the exposed interface: * takes a table for the dictonary a vector of sizes (used for internal * probability calculation, and an identifier to "correct" * * the add function works the same. Except the identifier is used to * add to the dictonary. */ void correct_add(ht table, size_t ***size, const char *ident) { size_t *data = NULL; const char *add = ident; if (!correct_update(&table, add)) { data = (size_t*)mem_a(sizeof(size_t)); *data = 1; vec_push((*size), data); util_htset(table, add, data); } } char *correct_correct(ht table, const char *ident) { char **e1; char **e2; char *e1ident; char *e2ident; char *found = util_strdup(ident); size_t e1rows = 0; size_t e2rows = 0; /* needs to be allocated for free later */ if (correct_find(table, ident)) return found; mem_d(found); if ((e1rows = correct_size(ident))) { e1 = correct_edit(ident); if ((e1ident = correct_maximum(table, e1, e1rows))) { found = util_strdup(e1ident); correct_cleanup(e1, e1rows); mem_d(e1); return found; } } e2 = correct_known(table, e1, e1rows, &e2rows); if (e2rows && ((e2ident = correct_maximum(table, e2, e2rows)))) found = util_strdup(e2ident); correct_cleanup(e1, e1rows); correct_cleanup(e2, e2rows); mem_d(e1); mem_d(e2); return found; } void correct_del(ht dictonary, size_t **data) { size_t i; for (i = 0; i < vec_size(data); i++) mem_d(data[i]); vec_free(data); util_htdel(dictonary); } int main() { opts.debug = true; opts.memchk = true; con_init(); ht t = util_htnew(1024); size_t **d = NULL; correct_add(t, &d, "hellobain"); correct_add(t, &d, "ellor"); correct_add(t, &d, "world"); printf("found identifiers: (2)\n"); printf(" 1: hellobain\n"); printf(" 2: ellor\n"); printf(" 3: world\n"); char *b = correct_correct(t, "rld"); char *a = correct_correct(t, "ello"); char *c = correct_correct(t, "helbain"); printf("invalid identifier: `%s` (did you mean: `%s`?)\n", "ello", a); printf("invalid identifier: `%s` (did you mean: `%s`?)\n", "rld", b); printf("invalid identifier: `%s` (did you mean: `%s`?)\n", "helbain", c); correct_del(t, d); mem_d(b); mem_d(a); mem_d(c); /*util_meminfo();*/ }