postgresql/contrib/pg_trgm/trgm_op.c
Tom Lane 3ccae48f44 Support indexing of regular-expression searches in contrib/pg_trgm.
This works by extracting trigrams from the given regular expression,
in generally the same spirit as the previously-existing support for
LIKE searches, though of course the details are far more complicated.

Currently, only GIN indexes are supported.  We might be able to make
it work with GiST indexes later.

The implementation includes adding API functions to backend/regex/
to provide a view of the search NFA created from a regular expression.
These functions are meant to be generic enough to be supportable in
a standalone version of the regex library, should that ever happen.

Alexander Korotkov, reviewed by Heikki Linnakangas and Tom Lane
2013-04-09 01:06:54 -04:00

660 lines
12 KiB
C

/*
* contrib/pg_trgm/trgm_op.c
*/
#include "postgres.h"
#include <ctype.h>
#include "trgm.h"
#include "catalog/pg_type.h"
#include "tsearch/ts_locale.h"
PG_MODULE_MAGIC;
float4 trgm_limit = 0.3f;
PG_FUNCTION_INFO_V1(set_limit);
Datum set_limit(PG_FUNCTION_ARGS);
PG_FUNCTION_INFO_V1(show_limit);
Datum show_limit(PG_FUNCTION_ARGS);
PG_FUNCTION_INFO_V1(show_trgm);
Datum show_trgm(PG_FUNCTION_ARGS);
PG_FUNCTION_INFO_V1(similarity);
Datum similarity(PG_FUNCTION_ARGS);
PG_FUNCTION_INFO_V1(similarity_dist);
Datum similarity_dist(PG_FUNCTION_ARGS);
PG_FUNCTION_INFO_V1(similarity_op);
Datum similarity_op(PG_FUNCTION_ARGS);
Datum
set_limit(PG_FUNCTION_ARGS)
{
float4 nlimit = PG_GETARG_FLOAT4(0);
if (nlimit < 0 || nlimit > 1.0)
elog(ERROR, "wrong limit, should be between 0 and 1");
trgm_limit = nlimit;
PG_RETURN_FLOAT4(trgm_limit);
}
Datum
show_limit(PG_FUNCTION_ARGS)
{
PG_RETURN_FLOAT4(trgm_limit);
}
static int
comp_trgm(const void *a, const void *b)
{
return CMPTRGM(a, b);
}
static int
unique_array(trgm *a, int len)
{
trgm *curend,
*tmp;
curend = tmp = a;
while (tmp - a < len)
if (CMPTRGM(tmp, curend))
{
curend++;
CPTRGM(curend, tmp);
tmp++;
}
else
tmp++;
return curend + 1 - a;
}
/*
* Finds first word in string, returns pointer to the word,
* endword points to the character after word
*/
static char *
find_word(char *str, int lenstr, char **endword, int *charlen)
{
char *beginword = str;
while (beginword - str < lenstr && !ISWORDCHR(beginword))
beginword += pg_mblen(beginword);
if (beginword - str >= lenstr)
return NULL;
*endword = beginword;
*charlen = 0;
while (*endword - str < lenstr && ISWORDCHR(*endword))
{
*endword += pg_mblen(*endword);
(*charlen)++;
}
return beginword;
}
/*
* Reduce a trigram (three possibly multi-byte characters) to a trgm,
* which is always exactly three bytes. If we have three single-byte
* characters, we just use them as-is; otherwise we form a hash value.
*/
void
compact_trigram(trgm *tptr, char *str, int bytelen)
{
if (bytelen == 3)
{
CPTRGM(tptr, str);
}
else
{
pg_crc32 crc;
INIT_CRC32(crc);
COMP_CRC32(crc, str, bytelen);
FIN_CRC32(crc);
/*
* use only 3 upper bytes from crc, hope, it's good enough hashing
*/
CPTRGM(tptr, &crc);
}
}
/*
* Adds trigrams from words (already padded).
*/
static trgm *
make_trigrams(trgm *tptr, char *str, int bytelen, int charlen)
{
char *ptr = str;
if (charlen < 3)
return tptr;
if (bytelen > charlen)
{
/* Find multibyte character boundaries and apply compact_trigram */
int lenfirst = pg_mblen(str),
lenmiddle = pg_mblen(str + lenfirst),
lenlast = pg_mblen(str + lenfirst + lenmiddle);
while ((ptr - str) + lenfirst + lenmiddle + lenlast <= bytelen)
{
compact_trigram(tptr, ptr, lenfirst + lenmiddle + lenlast);
ptr += lenfirst;
tptr++;
lenfirst = lenmiddle;
lenmiddle = lenlast;
lenlast = pg_mblen(ptr + lenfirst + lenmiddle);
}
}
else
{
/* Fast path when there are no multibyte characters */
Assert(bytelen == charlen);
while (ptr - str < bytelen - 2 /* number of trigrams = strlen - 2 */ )
{
CPTRGM(tptr, ptr);
ptr++;
tptr++;
}
}
return tptr;
}
TRGM *
generate_trgm(char *str, int slen)
{
TRGM *trg;
char *buf;
trgm *tptr;
int len,
charlen,
bytelen;
char *bword,
*eword;
trg = (TRGM *) palloc(TRGMHDRSIZE + sizeof(trgm) * (slen / 2 + 1) *3);
trg->flag = ARRKEY;
SET_VARSIZE(trg, TRGMHDRSIZE);
if (slen + LPADDING + RPADDING < 3 || slen == 0)
return trg;
tptr = GETARR(trg);
buf = palloc(sizeof(char) * (slen + 4));
if (LPADDING > 0)
{
*buf = ' ';
if (LPADDING > 1)
*(buf + 1) = ' ';
}
eword = str;
while ((bword = find_word(eword, slen - (eword - str), &eword, &charlen)) != NULL)
{
#ifdef IGNORECASE
bword = lowerstr_with_len(bword, eword - bword);
bytelen = strlen(bword);
#else
bytelen = eword - bword;
#endif
memcpy(buf + LPADDING, bword, bytelen);
#ifdef IGNORECASE
pfree(bword);
#endif
buf[LPADDING + bytelen] = ' ';
buf[LPADDING + bytelen + 1] = ' ';
/*
* count trigrams
*/
tptr = make_trigrams(tptr, buf, bytelen + LPADDING + RPADDING,
charlen + LPADDING + RPADDING);
}
pfree(buf);
if ((len = tptr - GETARR(trg)) == 0)
return trg;
if (len > 0)
{
qsort((void *) GETARR(trg), len, sizeof(trgm), comp_trgm);
len = unique_array(GETARR(trg), len);
}
SET_VARSIZE(trg, CALCGTSIZE(ARRKEY, len));
return trg;
}
/*
* Extract the next non-wildcard part of a search string, ie, a word bounded
* by '_' or '%' meta-characters, non-word characters or string end.
*
* str: source string, of length lenstr bytes (need not be null-terminated)
* buf: where to return the substring (must be long enough)
* *bytelen: receives byte length of the found substring
* *charlen: receives character length of the found substring
*
* Returns pointer to end+1 of the found substring in the source string.
* Returns NULL if no word found (in which case buf, bytelen, charlen not set)
*
* If the found word is bounded by non-word characters or string boundaries
* then this function will include corresponding padding spaces into buf.
*/
static const char *
get_wildcard_part(const char *str, int lenstr,
char *buf, int *bytelen, int *charlen)
{
const char *beginword = str;
const char *endword;
char *s = buf;
bool in_leading_wildcard_meta = false;
bool in_trailing_wildcard_meta = false;
bool in_escape = false;
int clen;
/*
* Find the first word character, remembering whether preceding character
* was wildcard meta-character. Note that the in_escape state persists
* from this loop to the next one, since we may exit at a word character
* that is in_escape.
*/
while (beginword - str < lenstr)
{
if (in_escape)
{
if (ISWORDCHR(beginword))
break;
in_escape = false;
in_leading_wildcard_meta = false;
}
else
{
if (ISESCAPECHAR(beginword))
in_escape = true;
else if (ISWILDCARDCHAR(beginword))
in_leading_wildcard_meta = true;
else if (ISWORDCHR(beginword))
break;
else
in_leading_wildcard_meta = false;
}
beginword += pg_mblen(beginword);
}
/*
* Handle string end.
*/
if (beginword - str >= lenstr)
return NULL;
/*
* Add left padding spaces if preceding character wasn't wildcard
* meta-character.
*/
*charlen = 0;
if (!in_leading_wildcard_meta)
{
if (LPADDING > 0)
{
*s++ = ' ';
(*charlen)++;
if (LPADDING > 1)
{
*s++ = ' ';
(*charlen)++;
}
}
}
/*
* Copy data into buf until wildcard meta-character, non-word character or
* string boundary. Strip escapes during copy.
*/
endword = beginword;
while (endword - str < lenstr)
{
clen = pg_mblen(endword);
if (in_escape)
{
if (ISWORDCHR(endword))
{
memcpy(s, endword, clen);
(*charlen)++;
s += clen;
}
else
{
/*
* Back up endword to the escape character when stopping at
* an escaped char, so that subsequent get_wildcard_part will
* restart from the escape character. We assume here that
* escape chars are single-byte.
*/
endword--;
break;
}
in_escape = false;
}
else
{
if (ISESCAPECHAR(endword))
in_escape = true;
else if (ISWILDCARDCHAR(endword))
{
in_trailing_wildcard_meta = true;
break;
}
else if (ISWORDCHR(endword))
{
memcpy(s, endword, clen);
(*charlen)++;
s += clen;
}
else
break;
}
endword += clen;
}
/*
* Add right padding spaces if next character isn't wildcard
* meta-character.
*/
if (!in_trailing_wildcard_meta)
{
if (RPADDING > 0)
{
*s++ = ' ';
(*charlen)++;
if (RPADDING > 1)
{
*s++ = ' ';
(*charlen)++;
}
}
}
*bytelen = s - buf;
return endword;
}
/*
* Generates trigrams for wildcard search string.
*
* Returns array of trigrams that must occur in any string that matches the
* wildcard string. For example, given pattern "a%bcd%" the trigrams
* " a", "bcd" would be extracted.
*/
TRGM *
generate_wildcard_trgm(const char *str, int slen)
{
TRGM *trg;
char *buf,
*buf2;
trgm *tptr;
int len,
charlen,
bytelen;
const char *eword;
trg = (TRGM *) palloc(TRGMHDRSIZE + sizeof(trgm) * (slen / 2 + 1) *3);
trg->flag = ARRKEY;
SET_VARSIZE(trg, TRGMHDRSIZE);
if (slen + LPADDING + RPADDING < 3 || slen == 0)
return trg;
tptr = GETARR(trg);
buf = palloc(sizeof(char) * (slen + 4));
/*
* Extract trigrams from each substring extracted by get_wildcard_part.
*/
eword = str;
while ((eword = get_wildcard_part(eword, slen - (eword - str),
buf, &bytelen, &charlen)) != NULL)
{
#ifdef IGNORECASE
buf2 = lowerstr_with_len(buf, bytelen);
bytelen = strlen(buf2);
#else
buf2 = buf;
#endif
/*
* count trigrams
*/
tptr = make_trigrams(tptr, buf2, bytelen, charlen);
#ifdef IGNORECASE
pfree(buf2);
#endif
}
pfree(buf);
if ((len = tptr - GETARR(trg)) == 0)
return trg;
/*
* Make trigrams unique.
*/
if (len > 0)
{
qsort((void *) GETARR(trg), len, sizeof(trgm), comp_trgm);
len = unique_array(GETARR(trg), len);
}
SET_VARSIZE(trg, CALCGTSIZE(ARRKEY, len));
return trg;
}
uint32
trgm2int(trgm *ptr)
{
uint32 val = 0;
val |= *(((unsigned char *) ptr));
val <<= 8;
val |= *(((unsigned char *) ptr) + 1);
val <<= 8;
val |= *(((unsigned char *) ptr) + 2);
return val;
}
Datum
show_trgm(PG_FUNCTION_ARGS)
{
text *in = PG_GETARG_TEXT_P(0);
TRGM *trg;
Datum *d;
ArrayType *a;
trgm *ptr;
int i;
trg = generate_trgm(VARDATA(in), VARSIZE(in) - VARHDRSZ);
d = (Datum *) palloc(sizeof(Datum) * (1 + ARRNELEM(trg)));
for (i = 0, ptr = GETARR(trg); i < ARRNELEM(trg); i++, ptr++)
{
text *item = (text *) palloc(VARHDRSZ + Max(12, pg_database_encoding_max_length() * 3));
if (pg_database_encoding_max_length() > 1 && !ISPRINTABLETRGM(ptr))
{
snprintf(VARDATA(item), 12, "0x%06x", trgm2int(ptr));
SET_VARSIZE(item, VARHDRSZ + strlen(VARDATA(item)));
}
else
{
SET_VARSIZE(item, VARHDRSZ + 3);
CPTRGM(VARDATA(item), ptr);
}
d[i] = PointerGetDatum(item);
}
a = construct_array(
d,
ARRNELEM(trg),
TEXTOID,
-1,
false,
'i'
);
for (i = 0; i < ARRNELEM(trg); i++)
pfree(DatumGetPointer(d[i]));
pfree(d);
pfree(trg);
PG_FREE_IF_COPY(in, 0);
PG_RETURN_POINTER(a);
}
float4
cnt_sml(TRGM *trg1, TRGM *trg2)
{
trgm *ptr1,
*ptr2;
int count = 0;
int len1,
len2;
ptr1 = GETARR(trg1);
ptr2 = GETARR(trg2);
len1 = ARRNELEM(trg1);
len2 = ARRNELEM(trg2);
/* explicit test is needed to avoid 0/0 division when both lengths are 0 */
if (len1 <= 0 || len2 <= 0)
return (float4) 0.0;
while (ptr1 - GETARR(trg1) < len1 && ptr2 - GETARR(trg2) < len2)
{
int res = CMPTRGM(ptr1, ptr2);
if (res < 0)
ptr1++;
else if (res > 0)
ptr2++;
else
{
ptr1++;
ptr2++;
count++;
}
}
#ifdef DIVUNION
return ((float4) count) / ((float4) (len1 + len2 - count));
#else
return ((float4) count) / ((float4) ((len1 > len2) ? len1 : len2));
#endif
}
/*
* Returns whether trg2 contains all trigrams in trg1.
* This relies on the trigram arrays being sorted.
*/
bool
trgm_contained_by(TRGM *trg1, TRGM *trg2)
{
trgm *ptr1,
*ptr2;
int len1,
len2;
ptr1 = GETARR(trg1);
ptr2 = GETARR(trg2);
len1 = ARRNELEM(trg1);
len2 = ARRNELEM(trg2);
while (ptr1 - GETARR(trg1) < len1 && ptr2 - GETARR(trg2) < len2)
{
int res = CMPTRGM(ptr1, ptr2);
if (res < 0)
return false;
else if (res > 0)
ptr2++;
else
{
ptr1++;
ptr2++;
}
}
if (ptr1 - GETARR(trg1) < len1)
return false;
else
return true;
}
Datum
similarity(PG_FUNCTION_ARGS)
{
text *in1 = PG_GETARG_TEXT_P(0);
text *in2 = PG_GETARG_TEXT_P(1);
TRGM *trg1,
*trg2;
float4 res;
trg1 = generate_trgm(VARDATA(in1), VARSIZE(in1) - VARHDRSZ);
trg2 = generate_trgm(VARDATA(in2), VARSIZE(in2) - VARHDRSZ);
res = cnt_sml(trg1, trg2);
pfree(trg1);
pfree(trg2);
PG_FREE_IF_COPY(in1, 0);
PG_FREE_IF_COPY(in2, 1);
PG_RETURN_FLOAT4(res);
}
Datum
similarity_dist(PG_FUNCTION_ARGS)
{
float4 res = DatumGetFloat4(DirectFunctionCall2(similarity,
PG_GETARG_DATUM(0),
PG_GETARG_DATUM(1)));
PG_RETURN_FLOAT4(1.0 - res);
}
Datum
similarity_op(PG_FUNCTION_ARGS)
{
float4 res = DatumGetFloat4(DirectFunctionCall2(similarity,
PG_GETARG_DATUM(0),
PG_GETARG_DATUM(1)));
PG_RETURN_BOOL(res >= trgm_limit);
}