Modernize and merge general tokenizer tests

This commit is contained in:
Ines Montani 2017-01-05 13:17:05 +01:00
parent 02cfda48c9
commit 8b45363b4d

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@ -3,67 +3,64 @@ from __future__ import unicode_literals
from os import path
import pytest
import io
import pickle
import cloudpickle
import tempfile
from ... import util
from ...language_data import TOKENIZER_PREFIXES
from spacy.util import utf8open
en_search_prefixes = util.compile_prefix_regex(TOKENIZER_PREFIXES).search
# @pytest.mark.xfail
# def test_pickle(en_tokenizer):
# file_ = io.BytesIO()
# cloudpickle.dump(en_tokenizer, file_)
# file_.seek(0)
# loaded = pickle.load(file_)
# assert loaded is not None
def test_tokenizer_handles_no_word(en_tokenizer):
tokens = en_tokenizer("")
assert len(tokens) == 0
def test_single_word(en_tokenizer):
tokens = en_tokenizer(u'hello')
assert tokens[0].orth_ == 'hello'
@pytest.mark.parametrize('text', ["hello"])
def test_tokenizer_handles_single_word(en_tokenizer, text):
tokens = en_tokenizer(text)
assert tokens[0].text == text
def test_two_words(en_tokenizer):
tokens = en_tokenizer('hello possums')
@pytest.mark.parametrize('text', ["hello possums"])
def test_tokenizer_handles_two_words(en_tokenizer, text):
tokens = en_tokenizer(text)
assert len(tokens) == 2
assert tokens[0].orth_ != tokens[1].orth_
assert tokens[0].text != tokens[1].text
def test_punct(en_tokenizer):
tokens = en_tokenizer('hello, possums.')
def test_tokenizer_handles_punct(en_tokenizer):
text = "hello, possums."
tokens = en_tokenizer(text)
assert len(tokens) == 4
assert tokens[0].orth_ == 'hello'
assert tokens[1].orth_ == ','
assert tokens[2].orth_ == 'possums'
assert tokens[1].orth_ != 'hello'
assert tokens[0].text == "hello"
assert tokens[1].text == ","
assert tokens[2].text == "possums"
assert tokens[1].text != "hello"
def test_digits(en_tokenizer):
tokens = en_tokenizer('The year: 1984.')
def test_tokenizer_handles_digits(en_tokenizer):
text = "The year: 1984."
tokens = en_tokenizer(text)
assert len(tokens) == 5
assert tokens[0].orth == en_tokenizer.vocab['The'].orth
assert tokens[3].orth == en_tokenizer.vocab['1984'].orth
assert tokens[0].text == "The"
assert tokens[3].text == "1984"
def test_contraction(en_tokenizer):
tokens = en_tokenizer("don't giggle")
def test_tokenizer_handles_basic_contraction(en_tokenizer):
text = "don't giggle"
tokens = en_tokenizer(text)
assert len(tokens) == 3
assert tokens[1].orth == en_tokenizer.vocab["n't"].orth
tokens = en_tokenizer("i said don't!")
assert tokens[1].text == "n't"
text = "i said don't!"
tokens = en_tokenizer(text)
assert len(tokens) == 5
assert tokens[4].orth == en_tokenizer.vocab['!'].orth
assert tokens[4].text == "!"
@pytest.mark.parametrize('text', ["`ain't", '''"isn't''', "can't!"])
def test_tokenizer_handles_basic_contraction_punct(en_tokenizer, text):
tokens = en_tokenizer(text)
assert len(tokens) == 3
def test_sample(en_tokenizer):
def test_tokenizer_handles_long_text(en_tokenizer):
text = """Tributes pour in for late British Labour Party leader
Tributes poured in from around the world Thursday
@ -79,76 +76,29 @@ untimely death" of the rapier-tongued Scottish barrister and parliamentarian.
assert len(tokens) > 5
def test_cnts1(en_tokenizer):
text = u"""The U.S. Army likes Shock and Awe."""
@pytest.mark.parametrize('file_name', ["sun.txt"])
def test_tokenizer_handle_text_from_file(en_tokenizer, file_name):
loc = path.join(path.dirname(__file__), file_name)
text = utf8open(loc).read()
assert len(text) != 0
tokens = en_tokenizer(text)
assert len(tokens) == 8
assert len(tokens) > 100
def test_cnts2(en_tokenizer):
text = u"""U.N. regulations are not a part of their concern."""
@pytest.mark.parametrize('text,length', [
("The U.S. Army likes Shock and Awe.", 8),
("U.N. regulations are not a part of their concern.", 10),
("“Isn't it?”", 6),
("""Yes! "I'd rather have a walk", Ms. Comble sighed. """, 15),
("""'Me too!', Mr. P. Delaware cried. """, 11),
("They ran about 10km.", 6),
# ("But then the 6,000-year ice age came...", 10)
])
def test_tokenizer_handles_cnts(en_tokenizer, text, length):
tokens = en_tokenizer(text)
assert len(tokens) == 10
assert len(tokens) == length
def test_cnts3(en_tokenizer):
text = u"“Isn't it?”"
tokens = en_tokenizer(text)
words = [t.orth_ for t in tokens]
assert len(words) == 6
def test_cnts4(en_tokenizer):
text = u"""Yes! "I'd rather have a walk", Ms. Comble sighed. """
tokens = en_tokenizer(text)
words = [t.orth_ for t in tokens]
assert len(words) == 15
def test_cnts5(en_tokenizer):
text = """'Me too!', Mr. P. Delaware cried. """
tokens = en_tokenizer(text)
assert len(tokens) == 11
@pytest.mark.xfail
def test_mr(en_tokenizer):
text = """Today is Tuesday.Mr."""
tokens = en_tokenizer(text)
assert len(tokens) == 5
assert [w.orth_ for w in tokens] == ['Today', 'is', 'Tuesday', '.', 'Mr.']
def test_cnts6(en_tokenizer):
text = u'They ran about 10km.'
tokens = en_tokenizer(text)
words = [t.orth_ for t in tokens]
assert len(words) == 6
def test_bracket_period(en_tokenizer):
text = u'(And a 6a.m. run through Washington Park).'
tokens = en_tokenizer(text)
assert tokens[len(tokens) - 1].orth_ == u'.'
def test_ie(en_tokenizer):
text = u"It's mediocre i.e. bad."
tokens = en_tokenizer(text)
assert len(tokens) == 6
assert tokens[3].orth_ == "i.e."
#def test_cnts7():
# text = 'But then the 6,000-year ice age came...'
# tokens = EN.tokenize(text)
# assert len(tokens) == 10
def test_tokenizer_suspected_freeing_strings(en_tokenizer):
text1 = "Betty Botter bought a pound of butter."
text2 = "Betty also bought a pound of butter."