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270 lines
7 KiB
C
270 lines
7 KiB
C
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/*
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* cutils.c module.
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*
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* Miscellaneous functions to speed up the IMDbPY package.
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*
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* Contents:
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* - pyratcliff():
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* Function that implements the Ratcliff-Obershelp comparison
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* amongst Python strings.
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*
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* - pysoundex():
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* Return a soundex code string, for the given string.
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*
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* Copyright 2004-2009 Davide Alberani <da@erlug.linux.it>
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* Released under the GPL license.
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*
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* NOTE: The Ratcliff-Obershelp part was heavily based on code from the
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* "simil" Python module.
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* The "simil" module is copyright of Luca Montecchiani <cbm64 _at_ inwind.it>
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* and can be found here: http://spazioinwind.libero.it/montecchiani/
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* It was released under the GPL license; original comments are leaved
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* below.
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*
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*/
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/*========== Ratcliff-Obershelp ==========*/
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/*****************************************************************************
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*
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* Stolen code from :
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*
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* [Python-Dev] Why is soundex marked obsolete?
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* by Eric S. Raymond [4]esr@thyrsus.com
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* on Sun, 14 Jan 2001 14:09:01 -0500
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*
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*****************************************************************************/
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/*****************************************************************************
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*
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* Ratcliff-Obershelp common-subpattern similarity.
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*
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* This code first appeared in a letter to the editor in Doctor
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* Dobbs's Journal, 11/1988. The original article on the algorithm,
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* "Pattern Matching by Gestalt" by John Ratcliff, had appeared in the
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* July 1988 issue (#181) but the algorithm was presented in assembly.
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* The main drawback of the Ratcliff-Obershelp algorithm is the cost
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* of the pairwise comparisons. It is significantly more expensive
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* than stemming, Hamming distance, soundex, and the like.
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*
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* Running time quadratic in the data size, memory usage constant.
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*
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*****************************************************************************/
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#include <Python.h>
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#define DONTCOMPARE_NULL 0.0
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#define DONTCOMPARE_SAME 1.0
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#define COMPARE 2.0
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#define STRING_MAXLENDIFFER 0.7
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/* As of 05 Mar 2008, the longest title is ~600 chars. */
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#define MXLINELEN 1023
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#define MAX(a,b) ((a) > (b) ? (a) : (b))
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//*****************************************
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// preliminary check....
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//*****************************************
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static float
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strings_check(char const *s, char const *t)
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{
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float threshold; // lenght difference
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int s_len = strlen(s); // length of s
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int t_len = strlen(t); // length of t
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// NULL strings ?
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if ((t_len * s_len) == 0)
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return (DONTCOMPARE_NULL);
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// the same ?
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if (strcmp(s, t) == 0)
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return (DONTCOMPARE_SAME);
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// string lenght difference threshold
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// we don't want to compare too different lenght strings ;)
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if (s_len < t_len)
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threshold = (float) s_len / (float) t_len;
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else
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threshold = (float) t_len / (float) s_len;
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if (threshold < STRING_MAXLENDIFFER)
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return (DONTCOMPARE_NULL);
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// proceed
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return (COMPARE);
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}
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static int
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RatcliffObershelp(char *st1, char *end1, char *st2, char *end2)
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{
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register char *a1, *a2;
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char *b1, *b2;
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char *s1 = st1, *s2 = st2; /* initializations are just to pacify GCC */
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short max, i;
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if (end1 <= st1 || end2 <= st2)
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return (0);
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if (end1 == st1 + 1 && end2 == st2 + 1)
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return (0);
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max = 0;
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b1 = end1;
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b2 = end2;
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for (a1 = st1; a1 < b1; a1++) {
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for (a2 = st2; a2 < b2; a2++) {
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if (*a1 == *a2) {
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/* determine length of common substring */
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for (i = 1; a1[i] && (a1[i] == a2[i]); i++)
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continue;
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if (i > max) {
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max = i;
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s1 = a1;
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s2 = a2;
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b1 = end1 - max;
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b2 = end2 - max;
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}
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}
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}
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}
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if (!max)
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return (0);
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max += RatcliffObershelp(s1 + max, end1, s2 + max, end2); /* rhs */
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max += RatcliffObershelp(st1, s1, st2, s2); /* lhs */
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return max;
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}
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static float
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ratcliff(char *s1, char *s2)
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/* compute Ratcliff-Obershelp similarity of two strings */
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{
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int l1, l2;
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float res;
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// preliminary tests
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res = strings_check(s1, s2);
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if (res != COMPARE)
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return(res);
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l1 = strlen(s1);
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l2 = strlen(s2);
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return 2.0 * RatcliffObershelp(s1, s1 + l1, s2, s2 + l2) / (l1 + l2);
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}
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/* Change a string to lowercase. */
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static void
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strtolower(char *s1)
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{
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int i;
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for (i=0; i < strlen(s1); i++) s1[i] = tolower(s1[i]);
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}
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/* Ratcliff-Obershelp for two python strings; returns a python float. */
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static PyObject*
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pyratcliff(PyObject *self, PyObject *pArgs)
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{
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char *s1 = NULL;
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char *s2 = NULL;
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PyObject *discard = NULL;
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char s1copy[MXLINELEN+1];
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char s2copy[MXLINELEN+1];
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/* The optional PyObject parameter is here to be compatible
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* with the pure python implementation, which uses a
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* difflib.SequenceMatcher object. */
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if (!PyArg_ParseTuple(pArgs, "ss|O", &s1, &s2, &discard))
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return NULL;
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strncpy(s1copy, s1, MXLINELEN);
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strncpy(s2copy, s2, MXLINELEN);
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/* Work on copies. */
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strtolower(s1copy);
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strtolower(s2copy);
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return Py_BuildValue("f", ratcliff(s1copy, s2copy));
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}
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/*========== soundex ==========*/
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/* Max length of the soundex code to output (an uppercase char and
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* _at most_ 4 digits). */
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#define SOUNDEX_LEN 5
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/* Group Number Lookup Table */
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static char soundTable[26] =
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{ 0 /* A */, '1' /* B */, '2' /* C */, '3' /* D */, 0 /* E */, '1' /* F */,
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'2' /* G */, 0 /* H */, 0 /* I */, '2' /* J */, '2' /* K */, '4' /* L */,
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'5' /* M */, '5' /* N */, 0 /* O */, '1' /* P */, '2' /* Q */, '6' /* R */,
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'2' /* S */, '3' /* T */, 0 /* U */, '1' /* V */, 0 /* W */, '2' /* X */,
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0 /* Y */, '2' /* Z */};
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static PyObject*
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pysoundex(PyObject *self, PyObject *pArgs)
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{
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int i, j, n;
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char *s = NULL;
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char word[MXLINELEN+1];
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char soundCode[SOUNDEX_LEN+1];
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char c;
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if (!PyArg_ParseTuple(pArgs, "s", &s))
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return NULL;
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j = 0;
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n = strlen(s);
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/* Convert to uppercase and exclude non-ascii chars. */
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for (i = 0; i < n; i++) {
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c = toupper(s[i]);
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if (c < 91 && c > 64) {
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word[j] = c;
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j++;
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}
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}
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word[j] = '\0';
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n = strlen(word);
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if (n == 0) {
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/* If the string is empty, returns None. */
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return Py_BuildValue("");
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}
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soundCode[0] = word[0];
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/* Build the soundCode string. */
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j = 1;
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for (i = 1; j < SOUNDEX_LEN && i < n; i++) {
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c = soundTable[(word[i]-65)];
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/* Compact zeroes and equal consecutive digits ("12234112"->"123412") */
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if (c != 0 && c != soundCode[j-1]) {
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soundCode[j++] = c;
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}
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}
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soundCode[j] = '\0';
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return Py_BuildValue("s", soundCode);
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}
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static PyMethodDef cutils_methods[] = {
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{"ratcliff", pyratcliff,
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METH_VARARGS, "Ratcliff-Obershelp similarity."},
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{"soundex", pysoundex,
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METH_VARARGS, "Soundex code for strings."},
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{NULL}
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};
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void
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initcutils(void)
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{
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Py_InitModule("cutils", cutils_methods);
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}
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