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bpo-30285: Optimize case-insensitive matching and searching (python#1482
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of regular expressions.
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serhiy-storchaka committed May 9, 2017
1 parent f93234b commit 6d336a0
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4 changes: 4 additions & 0 deletions Doc/whatsnew/3.7.rst
Original file line number Diff line number Diff line change
Expand Up @@ -208,6 +208,10 @@ Optimizations
using the :func:`os.scandir` function.
(Contributed by Serhiy Storchaka in :issue:`25996`.)

* Optimized case-insensitive matching and searching of :mod:`regular
expressions <re>`. Searching some patterns can now be up to 20 times faster.
(Contributed by Serhiy Storchaka in :issue:`30285`.)


Build and C API Changes
=======================
Expand Down
171 changes: 102 additions & 69 deletions Lib/sre_compile.py
Original file line number Diff line number Diff line change
Expand Up @@ -69,13 +69,16 @@ def _compile(code, pattern, flags):
REPEATING_CODES = _REPEATING_CODES
SUCCESS_CODES = _SUCCESS_CODES
ASSERT_CODES = _ASSERT_CODES
iscased = None
tolower = None
fixes = None
if flags & SRE_FLAG_IGNORECASE and not flags & SRE_FLAG_LOCALE:
if flags & SRE_FLAG_UNICODE and not flags & SRE_FLAG_ASCII:
iscased = _sre.unicode_iscased
tolower = _sre.unicode_tolower
fixes = _ignorecase_fixes
else:
iscased = _sre.ascii_iscased
tolower = _sre.ascii_tolower
for op, av in pattern:
if op in LITERAL_CODES:
Expand All @@ -85,6 +88,9 @@ def _compile(code, pattern, flags):
elif flags & SRE_FLAG_LOCALE:
emit(OP_LOC_IGNORE[op])
emit(av)
elif not iscased(av):
emit(op)
emit(av)
else:
lo = tolower(av)
if fixes and lo in fixes:
Expand All @@ -101,14 +107,15 @@ def _compile(code, pattern, flags):
emit(OP_IGNORE[op])
emit(lo)
elif op is IN:
if not flags & SRE_FLAG_IGNORECASE:
emit(op)
elif flags & SRE_FLAG_LOCALE:
charset, hascased = _optimize_charset(av, iscased, tolower, fixes)
if flags & SRE_FLAG_IGNORECASE and flags & SRE_FLAG_LOCALE:
emit(IN_LOC_IGNORE)
else:
elif hascased:
emit(IN_IGNORE)
else:
emit(IN)
skip = _len(code); emit(0)
_compile_charset(av, flags, code, tolower, fixes)
_compile_charset(charset, flags, code)
code[skip] = _len(code) - skip
elif op is ANY:
if flags & SRE_FLAG_DOTALL:
Expand Down Expand Up @@ -223,10 +230,10 @@ def _compile(code, pattern, flags):
else:
raise error("internal: unsupported operand type %r" % (op,))

def _compile_charset(charset, flags, code, fixup=None, fixes=None):
def _compile_charset(charset, flags, code):
# compile charset subprogram
emit = code.append
for op, av in _optimize_charset(charset, fixup, fixes):
for op, av in charset:
emit(op)
if op is NEGATE:
pass
Expand All @@ -250,11 +257,12 @@ def _compile_charset(charset, flags, code, fixup=None, fixes=None):
raise error("internal: unsupported set operator %r" % (op,))
emit(FAILURE)

def _optimize_charset(charset, fixup, fixes):
def _optimize_charset(charset, iscased=None, fixup=None, fixes=None):
# internal: optimize character set
out = []
tail = []
charmap = bytearray(256)
hascased = False
for op, av in charset:
while True:
try:
Expand All @@ -265,18 +273,24 @@ def _optimize_charset(charset, fixup, fixes):
if fixes and lo in fixes:
for k in fixes[lo]:
charmap[k] = 1
if not hascased and iscased(av):
hascased = True
else:
charmap[av] = 1
elif op is RANGE:
r = range(av[0], av[1]+1)
if fixup:
r = map(fixup, r)
if fixup and fixes:
for i in r:
charmap[i] = 1
if i in fixes:
for k in fixes[i]:
charmap[k] = 1
if fixes:
for i in map(fixup, r):
charmap[i] = 1
if i in fixes:
for k in fixes[i]:
charmap[k] = 1
else:
for i in map(fixup, r):
charmap[i] = 1
if not hascased:
hascased = any(map(iscased, r))
else:
for i in r:
charmap[i] = 1
Expand All @@ -290,11 +304,13 @@ def _optimize_charset(charset, fixup, fixes):
charmap += b'\0' * 0xff00
continue
# Character set contains non-BMP character codes.
# There are only two ranges of cased non-BMP characters:
# 10400-1044F (Deseret) and 118A0-118DF (Warang Citi),
# and for both ranges RANGE_IGNORE works.
if fixup and op is RANGE:
op = RANGE_IGNORE
if fixup:
hascased = True
# There are only two ranges of cased non-BMP characters:
# 10400-1044F (Deseret) and 118A0-118DF (Warang Citi),
# and for both ranges RANGE_IGNORE works.
if op is RANGE:
op = RANGE_IGNORE
tail.append((op, av))
break

Expand Down Expand Up @@ -322,17 +338,17 @@ def _optimize_charset(charset, fixup, fixes):
out.append((RANGE, (p, q - 1)))
out += tail
# if the case was changed or new representation is more compact
if fixup or len(out) < len(charset):
return out
if hascased or len(out) < len(charset):
return out, hascased
# else original character set is good enough
return charset
return charset, hascased

# use bitmap
if len(charmap) == 256:
data = _mk_bitmap(charmap)
out.append((CHARSET, data))
out += tail
return out
return out, hascased

# To represent a big charset, first a bitmap of all characters in the
# set is constructed. Then, this bitmap is sliced into chunks of 256
Expand Down Expand Up @@ -371,7 +387,7 @@ def _optimize_charset(charset, fixup, fixes):
data[0:0] = [block] + _bytes_to_codes(mapping)
out.append((BIGCHARSET, data))
out += tail
return out
return out, hascased

_CODEBITS = _sre.CODESIZE * 8
MAXCODE = (1 << _CODEBITS) - 1
Expand Down Expand Up @@ -414,19 +430,31 @@ def _generate_overlap_table(prefix):
table[i] = idx + 1
return table

def _get_literal_prefix(pattern):
def _get_iscased(flags):
if not flags & SRE_FLAG_IGNORECASE:
return None
elif flags & SRE_FLAG_UNICODE and not flags & SRE_FLAG_ASCII:
return _sre.unicode_iscased
else:
return _sre.ascii_iscased

def _get_literal_prefix(pattern, flags):
# look for literal prefix
prefix = []
prefixappend = prefix.append
prefix_skip = None
iscased = _get_iscased(flags)
for op, av in pattern.data:
if op is LITERAL:
if iscased and iscased(av):
break
prefixappend(av)
elif op is SUBPATTERN:
group, add_flags, del_flags, p = av
if add_flags & SRE_FLAG_IGNORECASE:
flags1 = (flags | add_flags) & ~del_flags
if flags1 & SRE_FLAG_IGNORECASE and flags1 & SRE_FLAG_LOCALE:
break
prefix1, prefix_skip1, got_all = _get_literal_prefix(p)
prefix1, prefix_skip1, got_all = _get_literal_prefix(p, flags1)
if prefix_skip is None:
if group is not None:
prefix_skip = len(prefix)
Expand All @@ -441,46 +469,49 @@ def _get_literal_prefix(pattern):
return prefix, prefix_skip, True
return prefix, prefix_skip, False

def _get_charset_prefix(pattern):
charset = [] # not used
charsetappend = charset.append
if pattern.data:
def _get_charset_prefix(pattern, flags):
while True:
if not pattern.data:
return None
op, av = pattern.data[0]
if op is SUBPATTERN:
group, add_flags, del_flags, p = av
if p and not (add_flags & SRE_FLAG_IGNORECASE):
op, av = p[0]
if op is LITERAL:
charsetappend((op, av))
elif op is BRANCH:
c = []
cappend = c.append
for p in av[1]:
if not p:
break
op, av = p[0]
if op is LITERAL:
cappend((op, av))
else:
break
else:
charset = c
elif op is BRANCH:
c = []
cappend = c.append
for p in av[1]:
if not p:
break
op, av = p[0]
if op is LITERAL:
cappend((op, av))
else:
break
if op is not SUBPATTERN:
break
group, add_flags, del_flags, pattern = av
flags = (flags | add_flags) & ~del_flags
if flags & SRE_FLAG_IGNORECASE and flags & SRE_FLAG_LOCALE:
return None

iscased = _get_iscased(flags)
if op is LITERAL:
if iscased and iscased(av):
return None
return [(op, av)]
elif op is BRANCH:
charset = []
charsetappend = charset.append
for p in av[1]:
if not p:
return None
op, av = p[0]
if op is LITERAL and not (iscased and iscased(av)):
charsetappend((op, av))
else:
charset = c
elif op is IN:
charset = av
return charset
return None
return charset
elif op is IN:
charset = av
if iscased:
for op, av in charset:
if op is LITERAL:
if iscased(av):
return None
elif op is RANGE:
if av[1] > 0xffff:
return None
if any(map(iscased, range(av[0], av[1]+1))):
return None
return charset
return None

def _compile_info(code, pattern, flags):
# internal: compile an info block. in the current version,
Expand All @@ -496,12 +527,12 @@ def _compile_info(code, pattern, flags):
prefix = []
prefix_skip = 0
charset = [] # not used
if not (flags & SRE_FLAG_IGNORECASE):
if not (flags & SRE_FLAG_IGNORECASE and flags & SRE_FLAG_LOCALE):
# look for literal prefix
prefix, prefix_skip, got_all = _get_literal_prefix(pattern)
prefix, prefix_skip, got_all = _get_literal_prefix(pattern, flags)
# if no prefix, look for charset prefix
if not prefix:
charset = _get_charset_prefix(pattern)
charset = _get_charset_prefix(pattern, flags)
## if prefix:
## print("*** PREFIX", prefix, prefix_skip)
## if charset:
Expand Down Expand Up @@ -536,6 +567,8 @@ def _compile_info(code, pattern, flags):
# generate overlap table
code.extend(_generate_overlap_table(prefix))
elif charset:
charset, hascased = _optimize_charset(charset)
assert not hascased
_compile_charset(charset, flags, code)
code[skip] = len(code) - skip

Expand Down
9 changes: 9 additions & 0 deletions Lib/test/test_re.py
Original file line number Diff line number Diff line change
Expand Up @@ -891,15 +891,24 @@ def test_case_helpers(self):
lo = ord(c.lower())
self.assertEqual(_sre.ascii_tolower(i), lo)
self.assertEqual(_sre.unicode_tolower(i), lo)
iscased = c in string.ascii_letters
self.assertEqual(_sre.ascii_iscased(i), iscased)
self.assertEqual(_sre.unicode_iscased(i), iscased)

for i in list(range(128, 0x1000)) + [0x10400, 0x10428]:
c = chr(i)
self.assertEqual(_sre.ascii_tolower(i), i)
if i != 0x0130:
self.assertEqual(_sre.unicode_tolower(i), ord(c.lower()))
iscased = c != c.lower() or c != c.upper()
self.assertFalse(_sre.ascii_iscased(i))
self.assertEqual(_sre.unicode_iscased(i),
c != c.lower() or c != c.upper())

self.assertEqual(_sre.ascii_tolower(0x0130), 0x0130)
self.assertEqual(_sre.unicode_tolower(0x0130), ord('i'))
self.assertFalse(_sre.ascii_iscased(0x0130))
self.assertTrue(_sre.unicode_iscased(0x0130))

def test_not_literal(self):
self.assertEqual(re.search(r"\s([^a])", " b").group(1), "b")
Expand Down
3 changes: 3 additions & 0 deletions Misc/NEWS
Original file line number Diff line number Diff line change
Expand Up @@ -320,6 +320,9 @@ Extension Modules
Library
-------

- bpo-30285: Optimized case-insensitive matching and searching of regular
expressions.

- bpo-29990: Fix range checking in GB18030 decoder. Original patch by Ma Lin.

- bpo-29979: rewrite cgi.parse_multipart, reusing the FieldStorage class and
Expand Down
34 changes: 34 additions & 0 deletions Modules/_sre.c
Original file line number Diff line number Diff line change
Expand Up @@ -273,6 +273,38 @@ _sre_getcodesize_impl(PyObject *module)
return sizeof(SRE_CODE);
}

/*[clinic input]
_sre.ascii_iscased -> bool
character: int
/
[clinic start generated code]*/

static int
_sre_ascii_iscased_impl(PyObject *module, int character)
/*[clinic end generated code: output=4f454b630fbd19a2 input=9f0bd952812c7ed3]*/
{
unsigned int ch = (unsigned int)character;
return ch != sre_lower(ch) || ch != sre_upper(ch);
}

/*[clinic input]
_sre.unicode_iscased -> bool
character: int
/
[clinic start generated code]*/

static int
_sre_unicode_iscased_impl(PyObject *module, int character)
/*[clinic end generated code: output=9c5ddee0dc2bc258 input=51e42c3b8dddb78e]*/
{
unsigned int ch = (unsigned int)character;
return ch != sre_lower_unicode(ch) || ch != sre_upper_unicode(ch);
}

/*[clinic input]
_sre.ascii_tolower -> int
Expand Down Expand Up @@ -2750,6 +2782,8 @@ static PyTypeObject Scanner_Type = {
static PyMethodDef _functions[] = {
_SRE_COMPILE_METHODDEF
_SRE_GETCODESIZE_METHODDEF
_SRE_ASCII_ISCASED_METHODDEF
_SRE_UNICODE_ISCASED_METHODDEF
_SRE_ASCII_TOLOWER_METHODDEF
_SRE_UNICODE_TOLOWER_METHODDEF
{NULL, NULL}
Expand Down
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