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Nominatim/test/python/tokenizer/token_analysis/test_generic.py

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"""
Tests for import name normalisation and variant generation.
"""
import pytest
from icu import Transliterator
import nominatim.tokenizer.token_analysis.generic as module
from nominatim.errors import UsageError
DEFAULT_NORMALIZATION = """ :: NFD ();
'🜳' > ' ';
[[:Nonspacing Mark:] [:Cf:]] >;
:: lower ();
[[:Punctuation:][:Space:]]+ > ' ';
:: NFC ();
"""
DEFAULT_TRANSLITERATION = """ :: Latin ();
'🜵' > ' ';
"""
def make_analyser(*variants, variant_only=False):
rules = { 'analyzer': 'generic', 'variants': [{'words': variants}]}
if variant_only:
rules['mode'] = 'variant-only'
config = module.configure(rules, DEFAULT_NORMALIZATION)
trans = Transliterator.createFromRules("test_trans", DEFAULT_TRANSLITERATION)
return module.create(trans, config)
def get_normalized_variants(proc, name):
norm = Transliterator.createFromRules("test_norm", DEFAULT_NORMALIZATION)
return proc.get_variants_ascii(norm.transliterate(name).strip())
def test_no_variants():
rules = { 'analyzer': 'generic' }
config = module.configure(rules, DEFAULT_NORMALIZATION)
trans = Transliterator.createFromRules("test_trans", DEFAULT_TRANSLITERATION)
proc = module.create(trans, config)
assert get_normalized_variants(proc, '大德!') == ['dà dé']
def test_variants_empty():
proc = make_analyser('saint -> 🜵', 'street -> st')
assert get_normalized_variants(proc, '🜵') == []
assert get_normalized_variants(proc, '🜳') == []
assert get_normalized_variants(proc, 'saint') == ['saint']
VARIANT_TESTS = [
(('~strasse,~straße -> str', '~weg => weg'), "hallo", {'hallo'}),
(('weg => wg',), "holzweg", {'holzweg'}),
(('weg -> wg',), "holzweg", {'holzweg'}),
(('~weg => weg',), "holzweg", {'holz weg', 'holzweg'}),
(('~weg -> weg',), "holzweg", {'holz weg', 'holzweg'}),
(('~weg => w',), "holzweg", {'holz w', 'holzw'}),
(('~weg -> w',), "holzweg", {'holz weg', 'holzweg', 'holz w', 'holzw'}),
(('~weg => weg',), "Meier Weg", {'meier weg', 'meierweg'}),
(('~weg -> weg',), "Meier Weg", {'meier weg', 'meierweg'}),
(('~weg => w',), "Meier Weg", {'meier w', 'meierw'}),
(('~weg -> w',), "Meier Weg", {'meier weg', 'meierweg', 'meier w', 'meierw'}),
(('weg => wg',), "Meier Weg", {'meier wg'}),
(('weg -> wg',), "Meier Weg", {'meier weg', 'meier wg'}),
(('~strasse,~straße -> str', '~weg => weg'), "Bauwegstraße",
{'bauweg straße', 'bauweg str', 'bauwegstraße', 'bauwegstr'}),
(('am => a', 'bach => b'), "am bach", {'a b'}),
(('am => a', '~bach => b'), "am bach", {'a b'}),
(('am -> a', '~bach -> b'), "am bach", {'am bach', 'a bach', 'am b', 'a b'}),
(('am -> a', '~bach -> b'), "ambach", {'ambach', 'am bach', 'amb', 'am b'}),
(('saint -> s,st', 'street -> st'), "Saint Johns Street",
{'saint johns street', 's johns street', 'st johns street',
'saint johns st', 's johns st', 'st johns st'}),
(('river$ -> r',), "River Bend Road", {'river bend road'}),
(('river$ -> r',), "Bent River", {'bent river', 'bent r'}),
(('^north => n',), "North 2nd Street", {'n 2nd street'}),
(('^north => n',), "Airport North", {'airport north'}),
(('am -> a',), "am am am am am am am am", {'am am am am am am am am'}),
(('am => a',), "am am am am am am am am", {'a a a a a a a a'})
]
@pytest.mark.parametrize("rules,name,variants", VARIANT_TESTS)
def test_variants(rules, name, variants):
proc = make_analyser(*rules)
result = get_normalized_variants(proc, name)
assert len(result) == len(set(result))
assert set(get_normalized_variants(proc, name)) == variants
VARIANT_ONLY_TESTS = [
(('weg => wg',), "hallo", set()),
(('weg => wg',), "Meier Weg", {'meier wg'}),
(('weg -> wg',), "Meier Weg", {'meier wg'}),
]
@pytest.mark.parametrize("rules,name,variants", VARIANT_ONLY_TESTS)
def test_variants_only(rules, name, variants):
proc = make_analyser(*rules, variant_only=True)
result = get_normalized_variants(proc, name)
assert len(result) == len(set(result))
assert set(get_normalized_variants(proc, name)) == variants
class TestGetReplacements:
@staticmethod
def configure_rules(*variants):
rules = { 'analyzer': 'generic', 'variants': [{'words': variants}]}
return module.configure(rules, DEFAULT_NORMALIZATION)
def get_replacements(self, *variants):
config = self.configure_rules(*variants)
return sorted((k, sorted(v)) for k,v in config['replacements'])
@pytest.mark.parametrize("variant", ['foo > bar', 'foo -> bar -> bar',
'~foo~ -> bar', 'fo~ o -> bar'])
def test_invalid_variant_description(self, variant):
with pytest.raises(UsageError):
self.configure_rules(variant)
@pytest.mark.parametrize("rule", ["!!! -> bar", "bar => !!!"])
def test_ignore_unnormalizable_terms(self, rule):
repl = self.get_replacements(rule)
assert repl == []
def test_add_full(self):
repl = self.get_replacements("foo -> bar")
assert repl == [(' foo ', [' bar', ' foo'])]
def test_replace_full(self):
repl = self.get_replacements("foo => bar")
assert repl == [(' foo ', [' bar'])]
def test_add_suffix_no_decompose(self):
repl = self.get_replacements("~berg |-> bg")
assert repl == [(' berg ', [' berg', ' bg']),
('berg ', ['berg', 'bg'])]
def test_replace_suffix_no_decompose(self):
repl = self.get_replacements("~berg |=> bg")
assert repl == [(' berg ', [' bg']),('berg ', ['bg'])]
def test_add_suffix_decompose(self):
repl = self.get_replacements("~berg -> bg")
assert repl == [(' berg ', [' berg', ' bg', 'berg', 'bg']),
('berg ', [' berg', ' bg', 'berg', 'bg'])]
def test_replace_suffix_decompose(self):
repl = self.get_replacements("~berg => bg")
assert repl == [(' berg ', [' bg', 'bg']),
('berg ', [' bg', 'bg'])]
def test_add_prefix_no_compose(self):
repl = self.get_replacements("hinter~ |-> hnt")
assert repl == [(' hinter', [' hinter', ' hnt']),
(' hinter ', [' hinter', ' hnt'])]
def test_replace_prefix_no_compose(self):
repl = self.get_replacements("hinter~ |=> hnt")
assert repl == [(' hinter', [' hnt']), (' hinter ', [' hnt'])]
def test_add_prefix_compose(self):
repl = self.get_replacements("hinter~-> h")
assert repl == [(' hinter', [' h', ' h ', ' hinter', ' hinter ']),
(' hinter ', [' h', ' h', ' hinter', ' hinter'])]
def test_replace_prefix_compose(self):
repl = self.get_replacements("hinter~=> h")
assert repl == [(' hinter', [' h', ' h ']),
(' hinter ', [' h', ' h'])]
def test_add_beginning_only(self):
repl = self.get_replacements("^Premier -> Pr")
assert repl == [('^ premier ', ['^ pr', '^ premier'])]
def test_replace_beginning_only(self):
repl = self.get_replacements("^Premier => Pr")
assert repl == [('^ premier ', ['^ pr'])]
def test_add_final_only(self):
repl = self.get_replacements("road$ -> rd")
assert repl == [(' road ^', [' rd ^', ' road ^'])]
def test_replace_final_only(self):
repl = self.get_replacements("road$ => rd")
assert repl == [(' road ^', [' rd ^'])]
def test_decompose_only(self):
repl = self.get_replacements("~foo -> foo")
assert repl == [(' foo ', [' foo', 'foo']),
('foo ', [' foo', 'foo'])]
def test_add_suffix_decompose_end_only(self):
repl = self.get_replacements("~berg |-> bg", "~berg$ -> bg")
assert repl == [(' berg ', [' berg', ' bg']),
(' berg ^', [' berg ^', ' bg ^', 'berg ^', 'bg ^']),
('berg ', ['berg', 'bg']),
('berg ^', [' berg ^', ' bg ^', 'berg ^', 'bg ^'])]
def test_replace_suffix_decompose_end_only(self):
repl = self.get_replacements("~berg |=> bg", "~berg$ => bg")
assert repl == [(' berg ', [' bg']),
(' berg ^', [' bg ^', 'bg ^']),
('berg ', ['bg']),
('berg ^', [' bg ^', 'bg ^'])]
@pytest.mark.parametrize('rule', ["~berg,~burg -> bg",
"~berg, ~burg -> bg",
"~berg,,~burg -> bg"])
def test_add_multiple_suffix(self, rule):
repl = self.get_replacements(rule)
assert repl == [(' berg ', [' berg', ' bg', 'berg', 'bg']),
(' burg ', [' bg', ' burg', 'bg', 'burg']),
('berg ', [' berg', ' bg', 'berg', 'bg']),
('burg ', [' bg', ' burg', 'bg', 'burg'])]