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from __future__ import annotations
from array import array
import pytest
from rapidfuzz import fuzz_cpp, fuzz_py, utils_cpp, utils_py
from rapidfuzz.distance import ScoreAlignment
from .common import symmetric_scorer_tester
class fuzz:
@staticmethod
def ratio(*args, **kwargs):
dist1 = symmetric_scorer_tester(fuzz_cpp.ratio, *args, **kwargs)
dist2 = symmetric_scorer_tester(fuzz_py.ratio, *args, **kwargs)
assert pytest.approx(dist1) == dist2
return dist1
@staticmethod
def partial_ratio(*args, **kwargs):
dist1 = symmetric_scorer_tester(fuzz_cpp.partial_ratio, *args, **kwargs)
dist2 = symmetric_scorer_tester(fuzz_py.partial_ratio, *args, **kwargs)
assert pytest.approx(dist1) == dist2
return dist1
@staticmethod
def partial_ratio_alignment(*args, **kwargs):
dist1 = fuzz_cpp.partial_ratio_alignment(*args, **kwargs)
dist2 = fuzz_py.partial_ratio_alignment(*args, **kwargs)
if dist1 is None or dist2 is None:
assert dist1 == dist2
else:
assert pytest.approx(dist1[0]) == dist2[0]
assert list(dist1)[1:] == list(dist2)[1:]
return dist1
@staticmethod
def token_sort_ratio(*args, **kwargs):
dist1 = symmetric_scorer_tester(fuzz_cpp.token_sort_ratio, *args, **kwargs)
dist2 = symmetric_scorer_tester(fuzz_py.token_sort_ratio, *args, **kwargs)
assert pytest.approx(dist1) == dist2
return dist1
@staticmethod
def token_set_ratio(*args, **kwargs):
dist1 = symmetric_scorer_tester(fuzz_cpp.token_set_ratio, *args, **kwargs)
dist2 = symmetric_scorer_tester(fuzz_py.token_set_ratio, *args, **kwargs)
assert pytest.approx(dist1) == dist2
return dist1
@staticmethod
def token_ratio(*args, **kwargs):
dist1 = symmetric_scorer_tester(fuzz_cpp.token_ratio, *args, **kwargs)
dist2 = symmetric_scorer_tester(fuzz_py.token_ratio, *args, **kwargs)
assert pytest.approx(dist1) == dist2
return dist1
@staticmethod
def partial_token_sort_ratio(*args, **kwargs):
dist1 = symmetric_scorer_tester(fuzz_cpp.partial_token_sort_ratio, *args, **kwargs)
dist2 = symmetric_scorer_tester(fuzz_py.partial_token_sort_ratio, *args, **kwargs)
assert pytest.approx(dist1) == dist2
return dist1
@staticmethod
def partial_token_set_ratio(*args, **kwargs):
dist1 = symmetric_scorer_tester(fuzz_cpp.partial_token_set_ratio, *args, **kwargs)
dist2 = symmetric_scorer_tester(fuzz_py.partial_token_set_ratio, *args, **kwargs)
assert pytest.approx(dist1) == dist2
return dist1
@staticmethod
def partial_token_ratio(*args, **kwargs):
dist1 = symmetric_scorer_tester(fuzz_cpp.partial_token_ratio, *args, **kwargs)
dist2 = symmetric_scorer_tester(fuzz_py.partial_token_ratio, *args, **kwargs)
assert pytest.approx(dist1) == dist2
return dist1
@staticmethod
def WRatio(*args, **kwargs):
dist1 = symmetric_scorer_tester(fuzz_cpp.WRatio, *args, **kwargs)
dist2 = symmetric_scorer_tester(fuzz_py.WRatio, *args, **kwargs)
assert pytest.approx(dist1) == dist2
return dist1
@staticmethod
def QRatio(*args, **kwargs):
dist1 = symmetric_scorer_tester(fuzz_cpp.QRatio, *args, **kwargs)
dist2 = symmetric_scorer_tester(fuzz_py.QRatio, *args, **kwargs)
assert pytest.approx(dist1) == dist2
return dist1
scorers = [
fuzz.ratio,
fuzz.partial_ratio,
fuzz.token_sort_ratio,
fuzz.token_set_ratio,
fuzz.token_ratio,
fuzz.partial_token_sort_ratio,
fuzz.partial_token_set_ratio,
fuzz.partial_token_ratio,
fuzz.WRatio,
fuzz.QRatio,
]
def test_no_processor():
assert fuzz.ratio("new york mets", "new york mets") == 100
assert fuzz.ratio("new york mets", "new YORK mets") != 100
def test_partial_ratio():
assert fuzz.partial_ratio("new york mets", "the wonderful new york mets") == 100
def test_token_sort_ratio():
assert fuzz.token_sort_ratio("new york mets", "new york mets") == 100
def testPartialTokenSortRatio():
assert fuzz.partial_token_sort_ratio("new york mets", "new york mets") == 100
assert fuzz.partial_token_sort_ratio("new york mets vs atlanta braves", "atlanta braves vs new york mets") == 100
def testTokenSetRatio():
assert fuzz.token_set_ratio("new york mets vs atlanta braves", "atlanta braves vs new york mets") == 100
assert fuzz.token_set_ratio("js", "vue js") == 100
def testPartialTokenSetRatio():
assert fuzz.partial_token_set_ratio("new york mets vs atlanta braves", "atlanta braves vs new york mets") == 100
def testQuickRatioEqual():
assert fuzz.QRatio("new york mets", "new york mets", processor=utils_cpp.default_process) == 100
assert fuzz.QRatio("new york mets", "new york mets", processor=utils_py.default_process) == 100
def testQuickRatioCaseInsensitive():
assert fuzz.QRatio("new york mets", "new YORK mets", processor=utils_cpp.default_process) == 100
assert fuzz.QRatio("new york mets", "new YORK mets", processor=utils_py.default_process) == 100
def testQuickRatioNotEqual():
assert fuzz.QRatio("new york mets", "the wonderful new york mets") != 100
def testWRatioEqual():
assert fuzz.WRatio("new york mets", "new york mets", processor=utils_cpp.default_process) == 100
assert fuzz.WRatio("new york mets", "new york mets", processor=utils_py.default_process) == 100
def testWRatioCaseInsensitive():
assert fuzz.WRatio("new york mets", "new YORK mets", processor=utils_cpp.default_process) == 100
assert fuzz.WRatio("new york mets", "new YORK mets", processor=utils_py.default_process) == 100
def testWRatioPartialMatch():
# a partial match is scaled by .9
assert fuzz.WRatio("new york mets", "the wonderful new york mets") == 90
def testWRatioMisorderedMatch():
# misordered full matches are scaled by .95
assert fuzz.WRatio("new york mets vs atlanta braves", "atlanta braves vs new york mets") == 95
def testWRatioUnicode():
assert fuzz.WRatio("new york mets", "new york mets") == 100
def testQRatioUnicode():
assert fuzz.WRatio("new york mets", "new york mets") == 100
def test_issue76():
assert pytest.approx(fuzz.partial_ratio("physics 2 vid", "study physics physics 2")) == 81.81818
assert fuzz.partial_ratio("physics 2 vid", "study physics physics 2 video") == 100
def test_issue90():
assert pytest.approx(fuzz.partial_ratio("ax b", "a b a c b")) == 85.71428
def test_issue138():
str1 = "a" * 65
str2 = "a" + chr(256) + "a" * 63
assert pytest.approx(fuzz.partial_ratio(str1, str2)) == 99.22481
def test_partial_ratio_alignment():
a = "a certain string"
s = "certain"
assert fuzz.partial_ratio_alignment(s, a) == ScoreAlignment(100, 0, len(s), 2, 2 + len(s))
assert fuzz.partial_ratio_alignment(a, s) == ScoreAlignment(100, 2, 2 + len(s), 0, len(s))
assert fuzz.partial_ratio_alignment(None, "test") is None
assert fuzz.partial_ratio_alignment("test", None) is None
assert fuzz.partial_ratio_alignment("test", "tesx", score_cutoff=90) is None
def test_issue196():
"""
fuzz.WRatio did not work correctly with score_cutoffs
"""
assert pytest.approx(fuzz.WRatio("South Korea", "North Korea")) == 81.81818
assert fuzz.WRatio("South Korea", "North Korea", score_cutoff=85.4) == 0.0
assert fuzz.WRatio("South Korea", "North Korea", score_cutoff=85.5) == 0.0
def test_issue231():
str1 = "er merkantilismus förderte handle und verkehr mit teils marktkonformen, teils dirigistischen maßnahmen."
str2 = "ils marktkonformen, teils dirigistischen maßnahmen. an der schwelle zum 19. jahrhundert entstand ein neu"
alignment = fuzz.partial_ratio_alignment(str1, str2)
assert alignment.src_start == 0
assert alignment.src_end == 103
assert alignment.dest_start == 0
assert alignment.dest_end == 51
def test_empty_string():
"""
when both strings are empty this is either a perfect match or no match
See https://github.com/rapidfuzz/RapidFuzz/issues/110
"""
# perfect match
assert fuzz.ratio("", "") == 100
assert fuzz.partial_ratio("", "") == 100
assert fuzz.token_sort_ratio("", "") == 100
assert fuzz.partial_token_sort_ratio("", "") == 100
assert fuzz.token_ratio("", "") == 100
assert fuzz.partial_token_ratio("", "") == 100
# no match
assert fuzz.WRatio("", "") == 0
assert fuzz.QRatio("", "") == 0
assert fuzz.token_set_ratio("", "") == 0
assert fuzz.partial_token_set_ratio("", "") == 0
# perfect match when no words
assert fuzz.token_set_ratio(" ", " ") == 0
assert fuzz.partial_token_set_ratio(" ", " ") == 0
@pytest.mark.parametrize("scorer", scorers)
def test_invalid_input(scorer):
"""
when invalid types are passed to a scorer an exception should be thrown
"""
with pytest.raises(TypeError):
scorer(1, 1, catch_exceptions=True)
@pytest.mark.parametrize("scorer", scorers)
def test_array(scorer):
"""
arrays should be supported and treated in a compatible way to strings
"""
# todo add support in pure python implementation
assert scorer(
array("u", "the wonderful new york mets"),
array("u", "the wonderful new york mets"),
)
assert scorer("the wonderful new york mets", array("u", "the wonderful new york mets"))
assert scorer(array("u", "the wonderful new york mets"), "the wonderful new york mets")
@pytest.mark.parametrize("scorer", scorers)
def test_bytes(scorer):
"""
bytes should be supported and treated in a compatible way to strings
"""
assert scorer(b"the wonderful new york mets", b"the wonderful new york mets") == 100
assert scorer("the wonderful new york mets", b"the wonderful new york mets") == 100
assert scorer(b"the wonderful new york mets", "the wonderful new york mets") == 100
@pytest.mark.parametrize("scorer", scorers)
def test_none_string(scorer):
"""
when None is passed to a scorer the result should always be 0
"""
assert scorer("test", None) == 0
assert scorer(None, "test") == 0
@pytest.mark.parametrize("scorer", scorers)
def test_nan_string(scorer):
"""
when float("nan") is passed to a scorer the result should always be 0
"""
assert scorer("test", float("nan")) == 0
assert scorer(float("nan"), "test") == 0
@pytest.mark.parametrize("scorer", scorers)
def test_simple_unicode_tests(scorer):
"""
some very simple tests using unicode with scorers
to catch relatively obvious implementation errors
"""
s1 = "ÁÄ"
s2 = "ABCD"
assert scorer(s1, s2) == 0
assert scorer(s1, s1) == 100
@pytest.mark.parametrize(
"processor",
[
utils_cpp.default_process,
lambda s: utils_cpp.default_process(s),
utils_py.default_process,
lambda s: utils_py.default_process(s),
],
)
@pytest.mark.parametrize("scorer", scorers)
def test_scorer_case_insensitive(processor, scorer):
"""
each scorer should be able to preprocess strings properly
"""
assert scorer("new york mets", "new YORK mets", processor=processor) == 100
@pytest.mark.parametrize("processor", [None, lambda s: s])
def test_ratio_case_censitive(processor):
assert fuzz.ratio("new york mets", "new YORK mets", processor=processor) != 100
@pytest.mark.parametrize("scorer", scorers)
def test_custom_processor(scorer):
"""
Any scorer should accept any type as s1 and s2, as long as it is a string
after preprocessing.
"""
s1 = ["chicago cubs vs new york mets", "CitiField", "2011-05-11", "8pm"]
s2 = ["chicago cubs vs new york mets", "CitiFields", "2012-05-11", "9pm"]
s3 = ["different string", "CitiFields", "2012-05-11", "9pm"]
assert scorer(s1, s2, processor=lambda event: event[0]) == 100
assert scorer(s2, s3, processor=lambda event: event[0]) != 100
@pytest.mark.parametrize("scorer", scorers)
def testIssue206(scorer):
"""
test correct behavior of score_cutoff
"""
score1 = scorer("South Korea", "North Korea")
score2 = scorer("South Korea", "North Korea", score_cutoff=score1 - 0.0001)
assert score1 == score2
@pytest.mark.parametrize("scorer", scorers)
def test_help(scorer):
"""
test that all help texts can be printed without throwing an exception,
since they are implemented in C++ as well
"""
help(scorer)
def testIssue257():
s1 = "aaaaaaaaaaaaaaaaaaaaaaaabacaaaaaaaabaaabaaaaaaaababbbbbbbbbbabbcb"
s2 = "aaaaaaaaaaaaaaaaaaaaaaaababaaaaaaaabaaabaaaaaaaababbbbbbbbbbabbcb"
score = fuzz.partial_ratio(s1, s2)
assert pytest.approx(score) == 98.46153846153847
score = fuzz.partial_ratio(s2, s1)
assert pytest.approx(score) == 98.46153846153847
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