spaCy/spacy/tests/matcher/test_matcher.py
2017-01-12 22:23:11 +01:00

108 lines
3.3 KiB
Python

# coding: utf-8
from __future__ import unicode_literals
from ...matcher import Matcher, PhraseMatcher
from ..util import get_doc
import pytest
@pytest.fixture
def matcher(en_vocab):
patterns = {
'JS': ['PRODUCT', {}, [[{'ORTH': 'JavaScript'}]]],
'GoogleNow': ['PRODUCT', {}, [[{'ORTH': 'Google'}, {'ORTH': 'Now'}]]],
'Java': ['PRODUCT', {}, [[{'LOWER': 'java'}]]]
}
return Matcher(en_vocab, patterns)
@pytest.mark.parametrize('words', [["Some", "words"]])
def test_matcher_init(en_vocab, words):
matcher = Matcher(en_vocab)
doc = get_doc(en_vocab, words)
assert matcher.n_patterns == 0
assert matcher(doc) == []
def test_matcher_no_match(matcher):
words = ["I", "like", "cheese", "."]
doc = get_doc(matcher.vocab, words)
assert matcher(doc) == []
def test_matcher_compile(matcher):
assert matcher.n_patterns == 3
def test_matcher_match_start(matcher):
words = ["JavaScript", "is", "good"]
doc = get_doc(matcher.vocab, words)
assert matcher(doc) == [(matcher.vocab.strings['JS'],
matcher.vocab.strings['PRODUCT'], 0, 1)]
def test_matcher_match_end(matcher):
words = ["I", "like", "java"]
doc = get_doc(matcher.vocab, words)
assert matcher(doc) == [(doc.vocab.strings['Java'],
doc.vocab.strings['PRODUCT'], 2, 3)]
def test_matcher_match_middle(matcher):
words = ["I", "like", "Google", "Now", "best"]
doc = get_doc(matcher.vocab, words)
assert matcher(doc) == [(doc.vocab.strings['GoogleNow'],
doc.vocab.strings['PRODUCT'], 2, 4)]
def test_matcher_match_multi(matcher):
words = ["I", "like", "Google", "Now", "and", "java", "best"]
doc = get_doc(matcher.vocab, words)
assert matcher(doc) == [(doc.vocab.strings['GoogleNow'],
doc.vocab.strings['PRODUCT'], 2, 4),
(doc.vocab.strings['Java'],
doc.vocab.strings['PRODUCT'], 5, 6)]
def test_matcher_phrase_matcher(en_vocab):
words = ["Google", "Now"]
doc = get_doc(en_vocab, words)
matcher = PhraseMatcher(en_vocab, [doc])
words = ["I", "like", "Google", "Now", "best"]
doc = get_doc(en_vocab, words)
assert len(matcher(doc)) == 1
def test_matcher_match_zero(matcher):
words1 = 'He said , " some words " ...'.split()
words2 = 'He said , " some three words " ...'.split()
pattern1 = [{'ORTH': '"'},
{'OP': '!', 'IS_PUNCT': True},
{'OP': '!', 'IS_PUNCT': True},
{'ORTH': '"'}]
pattern2 = [{'ORTH': '"'},
{'IS_PUNCT': True},
{'IS_PUNCT': True},
{'IS_PUNCT': True},
{'ORTH': '"'}]
matcher.add('Quote', '', {}, [pattern1])
doc = get_doc(matcher.vocab, words1)
assert len(matcher(doc)) == 1
doc = get_doc(matcher.vocab, words2)
assert len(matcher(doc)) == 0
matcher.add('Quote', '', {}, [pattern2])
assert len(matcher(doc)) == 0
def test_matcher_match_zero_plus(matcher):
words = 'He said , " some words " ...'.split()
pattern = [{'ORTH': '"'},
{'OP': '*', 'IS_PUNCT': False},
{'ORTH': '"'}]
matcher.add('Quote', '', {}, [pattern])
doc = get_doc(matcher.vocab, words)
assert len(matcher(doc)) == 1