<commit_before># coding: utf-8
from __future__ import unicode_literals

from ... import load
from ...tokenizer import Tokenizer
from ... import util

import pytest


def test_customized_tokenizer_handles_infixes():
    def custom_tokenizer(nlp_model):
        prefix_re = util.compile_prefix_regex(nlp_model.Defaults.prefixes)
        suffix_re = util.compile_suffix_regex(nlp_model.Defaults.suffixes)
        custom_infixes = ['\.\.\.+',
                          '(?<=[0-9])-(?=[0-9])',
                          # '(?<=[0-9]+),(?=[0-9]+)',
                          '[0-9]+(,[0-9]+)+',
                          u'[\[\]!&:,()\*—–\/-]']

        infix_re = util.compile_infix_regex(custom_infixes)

        # infix_re = re.compile(ur'[\[\]!&:,()]')

        tokenizer = Tokenizer(nlp_model.vocab,
                              nlp_model.Defaults.tokenizer_exceptions,
                              prefix_re.search,
                              suffix_re.search,
                              infix_re.finditer,
                              token_match=None)
        return lambda text: tokenizer(text)

    nlp = load('en', create_make_doc=custom_tokenizer)

    sentence = "The 8 and 10-county definitions are not used for the greater Southern California Megaregion."
    context = [word.text for word in nlp(sentence)]
    assert context == [u'The', u'8', u'and', u'10', u'-', u'county', u'definitions', u'are', u'not', u'used',
                       u'for',
                       u'the', u'greater', u'Southern', u'California', u'Megaregion', u'.']

    # the trailing '-' may cause Assertion Error
    sentence = "The 8- and 10-county definitions are not used for the greater Southern California Megaregion."
    context = [word.text for word in nlp(sentence)]
    assert context == [u'The', u'8', u'-', u'and', u'10', u'-', u'county', u'definitions', u'are', u'not', u'used',
                       u'for',
                       u'the', u'greater', u'Southern', u'California', u'Megaregion', u'.']<commit_msg>Update test to make it slightly more direct<commit_after># coding: utf-8
from __future__ import unicode_literals

from ...lang.en import English
from ...tokenizer import Tokenizer
from ... import util

import pytest

@pytest.fixture
def tokenizer(en_vocab):
    prefix_re = util.compile_prefix_regex(nlp_model.Defaults.prefixes)
    suffix_re = util.compile_suffix_regex(nlp_model.Defaults.suffixes)
    custom_infixes = ['\.\.\.+',
                      '(?<=[0-9])-(?=[0-9])',
                      # '(?<=[0-9]+),(?=[0-9]+)',
                      '[0-9]+(,[0-9]+)+',
                      u'[\[\]!&:,()\*—–\/-]']

    infix_re = util.compile_infix_regex(custom_infixes)
    return Tokenizer(en_vocab,
                     English.Defaults.tokenizer_exceptions,
                     prefix_re.search,
                     suffix_re.search,
                     infix_re.finditer,
                     token_match=None)

def test_customized_tokenizer_handles_infixes(tokenizer):
    sentence = "The 8 and 10-county definitions are not used for the greater Southern California Megaregion."
    context = [word.text for word in tokenizer(sentence)]
    assert context == [u'The', u'8', u'and', u'10', u'-', u'county', u'definitions', u'are', u'not', u'used',
                       u'for',
                       u'the', u'greater', u'Southern', u'California', u'Megaregion', u'.']

    # the trailing '-' may cause Assertion Error
    sentence = "The 8- and 10-county definitions are not used for the greater Southern California Megaregion."
    context = [word.text for word in tokenizer(sentence)]
    assert context == [u'The', u'8', u'-', u'and', u'10', u'-', u'county', u'definitions', u'are', u'not', u'used',
                       u'for',
                       u'the', u'greater', u'Southern', u'California', u'Megaregion', u'.']
{'fraction_non_alphanumeric': 0.1554001554001554, 'fraction_numerical': 0.01295001295001295, 'mean_word_length': 2.1943755169561623, 'pattern_counts': {'":': 0, '<': 7, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '7144440', 'n_tokens_mistral': 1295, 'n_tokens_neox': 1213, 'n_words': 273}