Merge branch 'master' into animacy

This commit is contained in:
Jim O'Regan 2017-11-29 23:31:12 +00:00
commit 2c7a9215d7
22 changed files with 1790 additions and 18 deletions

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@ -4,15 +4,11 @@ environment:
# For Python versions available on Appveyor, see
# http://www.appveyor.com/docs/installed-software#python
# The list here is complete (excluding Python 2.6, which
# isn't covered by this document) at the time of writing.
- PYTHON: "C:\\Python27"
#- PYTHON: "C:\\Python33"
#- PYTHON: "C:\\Python34"
#- PYTHON: "C:\\Python35"
#- PYTHON: "C:\\Python27-x64"
#- PYTHON: "C:\\Python33-x64"
#- DISTUTILS_USE_SDK: "1"
#- PYTHON: "C:\\Python34-x64"
#- DISTUTILS_USE_SDK: "1"
@ -30,7 +26,7 @@ build: off
test_script:
# Put your test command here.
# If you don't need to build C extensions on 64-bit Python 3.3 or 3.4,
# If you don't need to build C extensions on 64-bit Python 3.4,
# you can remove "build.cmd" from the front of the command, as it's
# only needed to support those cases.
# Note that you must use the environment variable %PYTHON% to refer to
@ -41,7 +37,7 @@ test_script:
after_test:
# This step builds your wheels.
# Again, you only need build.cmd if you're building C extensions for
# 64-bit Python 3.3/3.4. And you need to use %PYTHON% to get the correct
# 64-bit Python 3.4. And you need to use %PYTHON% to get the correct
# interpreter
- "%PYTHON%\\python.exe setup.py bdist_wheel"

106
.github/contributors/fsonntag.md vendored Normal file
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@ -0,0 +1,106 @@
# spaCy contributor agreement
This spaCy Contributor Agreement (**"SCA"**) is based on the
[Oracle Contributor Agreement](http://www.oracle.com/technetwork/oca-405177.pdf).
The SCA applies to any contribution that you make to any product or project
managed by us (the **"project"**), and sets out the intellectual property rights
you grant to us in the contributed materials. The term **"us"** shall mean
[ExplosionAI UG (haftungsbeschränkt)](https://explosion.ai/legal). The term
**"you"** shall mean the person or entity identified below.
If you agree to be bound by these terms, fill in the information requested
below and include the filled-in version with your first pull request, under the
folder [`.github/contributors/`](/.github/contributors/). The name of the file
should be your GitHub username, with the extension `.md`. For example, the user
example_user would create the file `.github/contributors/example_user.md`.
Read this agreement carefully before signing. These terms and conditions
constitute a binding legal agreement.
## Contributor Agreement
1. The term "contribution" or "contributed materials" means any source code,
object code, patch, tool, sample, graphic, specification, manual,
documentation, or any other material posted or submitted by you to the project.
2. With respect to any worldwide copyrights, or copyright applications and
registrations, in your contribution:
* you hereby assign to us joint ownership, and to the extent that such
assignment is or becomes invalid, ineffective or unenforceable, you hereby
grant to us a perpetual, irrevocable, non-exclusive, worldwide, no-charge,
royalty-free, unrestricted license to exercise all rights under those
copyrights. This includes, at our option, the right to sublicense these same
rights to third parties through multiple levels of sublicensees or other
licensing arrangements;
* you agree that each of us can do all things in relation to your
contribution as if each of us were the sole owners, and if one of us makes
a derivative work of your contribution, the one who makes the derivative
work (or has it made will be the sole owner of that derivative work;
* you agree that you will not assert any moral rights in your contribution
against us, our licensees or transferees;
* you agree that we may register a copyright in your contribution and
exercise all ownership rights associated with it; and
* you agree that neither of us has any duty to consult with, obtain the
consent of, pay or render an accounting to the other for any use or
distribution of your contribution.
3. With respect to any patents you own, or that you can license without payment
to any third party, you hereby grant to us a perpetual, irrevocable,
non-exclusive, worldwide, no-charge, royalty-free license to:
* make, have made, use, sell, offer to sell, import, and otherwise transfer
your contribution in whole or in part, alone or in combination with or
included in any product, work or materials arising out of the project to
which your contribution was submitted, and
* at our option, to sublicense these same rights to third parties through
multiple levels of sublicensees or other licensing arrangements.
4. Except as set out above, you keep all right, title, and interest in your
contribution. The rights that you grant to us under these terms are effective
on the date you first submitted a contribution to us, even if your submission
took place before the date you sign these terms.
5. You covenant, represent, warrant and agree that:
* Each contribution that you submit is and shall be an original work of
authorship and you can legally grant the rights set out in this SCA;
* to the best of your knowledge, each contribution will not violate any
third party's copyrights, trademarks, patents, or other intellectual
property rights; and
* each contribution shall be in compliance with U.S. export control laws and
other applicable export and import laws. You agree to notify us if you
become aware of any circumstance which would make any of the foregoing
representations inaccurate in any respect. We may publicly disclose your
participation in the project, including the fact that you have signed the SCA.
6. This SCA is governed by the laws of the State of California and applicable
U.S. Federal law. Any choice of law rules will not apply.
7. Please place an “x” on one of the applicable statement below. Please do NOT
mark both statements:
* [ ] I am signing on behalf of myself as an individual and no other person
or entity, including my employer, has or will have rights with respect to my
contributions.
* [x] I am signing on behalf of my employer or a legal entity and I have the
actual authority to contractually bind that entity.
## Contributor Details
| Field | Entry |
|------------------------------- | -------------------- |
| Name | Felix Sonntag |
| Company name (if applicable) | - |
| Title or role (if applicable) | Student |
| Date | 2017-11-19 |
| GitHub username | fsonntag |
| Website (optional) | http://github.com/fsonntag/ |

106
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@ -0,0 +1,106 @@
# spaCy contributor agreement
This spaCy Contributor Agreement (**"SCA"**) is based on the
[Oracle Contributor Agreement](http://www.oracle.com/technetwork/oca-405177.pdf).
The SCA applies to any contribution that you make to any product or project
managed by us (the **"project"**), and sets out the intellectual property rights
you grant to us in the contributed materials. The term **"us"** shall mean
[ExplosionAI UG (haftungsbeschränkt)](https://explosion.ai/legal). The term
**"you"** shall mean the person or entity identified below.
If you agree to be bound by these terms, fill in the information requested
below and include the filled-in version with your first pull request, under the
folder [`.github/contributors/`](/.github/contributors/). The name of the file
should be your GitHub username, with the extension `.md`. For example, the user
example_user would create the file `.github/contributors/example_user.md`.
Read this agreement carefully before signing. These terms and conditions
constitute a binding legal agreement.
## Contributor Agreement
1. The term "contribution" or "contributed materials" means any source code,
object code, patch, tool, sample, graphic, specification, manual,
documentation, or any other material posted or submitted by you to the project.
2. With respect to any worldwide copyrights, or copyright applications and
registrations, in your contribution:
* you hereby assign to us joint ownership, and to the extent that such
assignment is or becomes invalid, ineffective or unenforceable, you hereby
grant to us a perpetual, irrevocable, non-exclusive, worldwide, no-charge,
royalty-free, unrestricted license to exercise all rights under those
copyrights. This includes, at our option, the right to sublicense these same
rights to third parties through multiple levels of sublicensees or other
licensing arrangements;
* you agree that each of us can do all things in relation to your
contribution as if each of us were the sole owners, and if one of us makes
a derivative work of your contribution, the one who makes the derivative
work (or has it made will be the sole owner of that derivative work;
* you agree that you will not assert any moral rights in your contribution
against us, our licensees or transferees;
* you agree that we may register a copyright in your contribution and
exercise all ownership rights associated with it; and
* you agree that neither of us has any duty to consult with, obtain the
consent of, pay or render an accounting to the other for any use or
distribution of your contribution.
3. With respect to any patents you own, or that you can license without payment
to any third party, you hereby grant to us a perpetual, irrevocable,
non-exclusive, worldwide, no-charge, royalty-free license to:
* make, have made, use, sell, offer to sell, import, and otherwise transfer
your contribution in whole or in part, alone or in combination with or
included in any product, work or materials arising out of the project to
which your contribution was submitted, and
* at our option, to sublicense these same rights to third parties through
multiple levels of sublicensees or other licensing arrangements.
4. Except as set out above, you keep all right, title, and interest in your
contribution. The rights that you grant to us under these terms are effective
on the date you first submitted a contribution to us, even if your submission
took place before the date you sign these terms.
5. You covenant, represent, warrant and agree that:
* Each contribution that you submit is and shall be an original work of
authorship and you can legally grant the rights set out in this SCA;
* to the best of your knowledge, each contribution will not violate any
third party's copyrights, trademarks, patents, or other intellectual
property rights; and
* each contribution shall be in compliance with U.S. export control laws and
other applicable export and import laws. You agree to notify us if you
become aware of any circumstance which would make any of the foregoing
representations inaccurate in any respect. We may publicly disclose your
participation in the project, including the fact that you have signed the SCA.
6. This SCA is governed by the laws of the State of California and applicable
U.S. Federal law. Any choice of law rules will not apply.
7. Please place an “x” on one of the applicable statement below. Please do NOT
mark both statements:
* [x] I am signing on behalf of myself as an individual and no other person
or entity, including my employer, has or will have rights with respect to my
contributions.
* [ ] I am signing on behalf of my employer or a legal entity and I have the
actual authority to contractually bind that entity.
## Contributor Details
| Field | Entry |
|------------------------------- | --------------------|
| Name | Vadim Mazaev |
| Company name (if applicable) | |
| Title or role (if applicable) | |
| Date | 26 November 2017 |
| GitHub username | GreenRiverRUS |
| Website (optional) | |

106
.github/contributors/hugovk.md vendored Normal file
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@ -0,0 +1,106 @@
# spaCy contributor agreement
This spaCy Contributor Agreement (**"SCA"**) is based on the
[Oracle Contributor Agreement](http://www.oracle.com/technetwork/oca-405177.pdf).
The SCA applies to any contribution that you make to any product or project
managed by us (the **"project"**), and sets out the intellectual property rights
you grant to us in the contributed materials. The term **"us"** shall mean
[ExplosionAI UG (haftungsbeschränkt)](https://explosion.ai/legal). The term
**"you"** shall mean the person or entity identified below.
If you agree to be bound by these terms, fill in the information requested
below and include the filled-in version with your first pull request, under the
folder [`.github/contributors/`](/.github/contributors/). The name of the file
should be your GitHub username, with the extension `.md`. For example, the user
example_user would create the file `.github/contributors/example_user.md`.
Read this agreement carefully before signing. These terms and conditions
constitute a binding legal agreement.
## Contributor Agreement
1. The term "contribution" or "contributed materials" means any source code,
object code, patch, tool, sample, graphic, specification, manual,
documentation, or any other material posted or submitted by you to the project.
2. With respect to any worldwide copyrights, or copyright applications and
registrations, in your contribution:
* you hereby assign to us joint ownership, and to the extent that such
assignment is or becomes invalid, ineffective or unenforceable, you hereby
grant to us a perpetual, irrevocable, non-exclusive, worldwide, no-charge,
royalty-free, unrestricted license to exercise all rights under those
copyrights. This includes, at our option, the right to sublicense these same
rights to third parties through multiple levels of sublicensees or other
licensing arrangements;
* you agree that each of us can do all things in relation to your
contribution as if each of us were the sole owners, and if one of us makes
a derivative work of your contribution, the one who makes the derivative
work (or has it made will be the sole owner of that derivative work;
* you agree that you will not assert any moral rights in your contribution
against us, our licensees or transferees;
* you agree that we may register a copyright in your contribution and
exercise all ownership rights associated with it; and
* you agree that neither of us has any duty to consult with, obtain the
consent of, pay or render an accounting to the other for any use or
distribution of your contribution.
3. With respect to any patents you own, or that you can license without payment
to any third party, you hereby grant to us a perpetual, irrevocable,
non-exclusive, worldwide, no-charge, royalty-free license to:
* make, have made, use, sell, offer to sell, import, and otherwise transfer
your contribution in whole or in part, alone or in combination with or
included in any product, work or materials arising out of the project to
which your contribution was submitted, and
* at our option, to sublicense these same rights to third parties through
multiple levels of sublicensees or other licensing arrangements.
4. Except as set out above, you keep all right, title, and interest in your
contribution. The rights that you grant to us under these terms are effective
on the date you first submitted a contribution to us, even if your submission
took place before the date you sign these terms.
5. You covenant, represent, warrant and agree that:
* Each contribution that you submit is and shall be an original work of
authorship and you can legally grant the rights set out in this SCA;
* to the best of your knowledge, each contribution will not violate any
third party's copyrights, trademarks, patents, or other intellectual
property rights; and
* each contribution shall be in compliance with U.S. export control laws and
other applicable export and import laws. You agree to notify us if you
become aware of any circumstance which would make any of the foregoing
representations inaccurate in any respect. We may publicly disclose your
participation in the project, including the fact that you have signed the SCA.
6. This SCA is governed by the laws of the State of California and applicable
U.S. Federal law. Any choice of law rules will not apply.
7. Please place an “x” on one of the applicable statement below. Please do NOT
mark both statements:
* [x] I am signing on behalf of myself as an individual and no other person
or entity, including my employer, has or will have rights with respect to my
contributions.
* [ ] I am signing on behalf of my employer or a legal entity and I have the
actual authority to contractually bind that entity.
## Contributor Details
| Field | Entry |
|------------------------------- | -------------------- |
| Name | Hugo van Kemenade |
| Company name (if applicable) | |
| Title or role (if applicable) | |
| Date | 26 November 2017 |
| GitHub username | hugovk |
| Website (optional) | |

View File

@ -112,7 +112,7 @@ the `documentation <https://spacy.io/usage>`_.
==================== ===
**Operating system** macOS / OS X, Linux, Windows (Cygwin, MinGW, Visual Studio)
**Python version** CPython 2.6, 2.7, 3.3+. Only 64 bit.
**Python version** CPython 2.7, 3.4+. Only 64 bit.
**Package managers** `pip`_ (source packages only), `conda`_ (via ``conda-forge``)
==================== ===

View File

@ -211,9 +211,9 @@ def setup_package():
'Operating System :: MacOS :: MacOS X',
'Operating System :: Microsoft :: Windows',
'Programming Language :: Cython',
'Programming Language :: Python :: 2.6',
'Programming Language :: Python :: 2',
'Programming Language :: Python :: 2.7',
'Programming Language :: Python :: 3.3',
'Programming Language :: Python :: 3',
'Programming Language :: Python :: 3.4',
'Programming Language :: Python :: 3.5',
'Programming Language :: Python :: 3.6',

View File

@ -131,7 +131,7 @@ def intify_attrs(stringy_attrs, strings_map=None, _do_deprecated=False):
'NumValue', 'PartType', 'Polite', 'StyleVariant',
'PronType', 'AdjType', 'Person', 'Variant', 'AdpType',
'Reflex', 'Negative', 'Mood', 'Aspect', 'Case',
'Polarity', # U20
'Polarity', 'Animacy' # U20
]
for key in morph_keys:
if key in stringy_attrs:

View File

@ -15,9 +15,11 @@ _hebrew = r'[\p{L}&&\p{Hebrew}]'
_latin_lower = r'[\p{Ll}&&\p{Latin}]'
_latin_upper = r'[\p{Lu}&&\p{Latin}]'
_latin = r'[[\p{Ll}||\p{Lu}]&&\p{Latin}]'
_russian_lower = r'[ёа-я]'
_russian_upper = r'[ЁА-Я]'
_upper = [_latin_upper]
_lower = [_latin_lower]
_upper = [_latin_upper, _russian_upper]
_lower = [_latin_lower, _russian_lower]
_uncased = [_bengali, _hebrew]
ALPHA = merge_char_classes(_upper + _lower + _uncased)
@ -27,8 +29,9 @@ ALPHA_UPPER = merge_char_classes(_upper + _uncased)
_units = ('km km² km³ m m² m³ dm dm² dm³ cm cm² cm³ mm mm² mm³ ha µm nm yd in ft '
'kg g mg µg t lb oz m/s km/h kmh mph hPa Pa mbar mb MB kb KB gb GB tb '
'TB T G M K %')
_currency = r'\$ £ € ¥ ฿ US\$ C\$ A\$'
'TB T G M K % км км² км³ м м² м³ дм дм² дм³ см см² см³ мм мм² мм³ нм '
'кг г мг м/с км/ч кПа Па мбар Кб КБ кб Мб МБ мб Гб ГБ гб Тб ТБ тб')
_currency = r'\$ £ € ¥ ฿ US\$ C\$ A\$ ₽'
# These expressions contain various unicode variations, including characters
# used in Chinese (see #1333, #1340, #1351) unless there are cross-language

38
spacy/lang/ru/__init__.py Normal file
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@ -0,0 +1,38 @@
# encoding: utf8
from __future__ import unicode_literals, print_function
from .stop_words import STOP_WORDS
from .tokenizer_exceptions import TOKENIZER_EXCEPTIONS
from .norm_exceptions import NORM_EXCEPTIONS
from .lex_attrs import LEX_ATTRS
from .tag_map import TAG_MAP
from .lemmatizer import RussianLemmatizer
from ..tokenizer_exceptions import BASE_EXCEPTIONS
from ..norm_exceptions import BASE_NORMS
from ...util import update_exc, add_lookups
from ...language import Language
from ...attrs import LANG, LIKE_NUM, NORM
class RussianDefaults(Language.Defaults):
lex_attr_getters = dict(Language.Defaults.lex_attr_getters)
lex_attr_getters.update(LEX_ATTRS)
lex_attr_getters[LANG] = lambda text: 'ru'
lex_attr_getters[NORM] = add_lookups(Language.Defaults.lex_attr_getters[NORM],
BASE_NORMS, NORM_EXCEPTIONS)
tokenizer_exceptions = update_exc(BASE_EXCEPTIONS, TOKENIZER_EXCEPTIONS)
stop_words = STOP_WORDS
tag_map = TAG_MAP
@classmethod
def create_lemmatizer(cls, nlp=None):
return RussianLemmatizer()
class Russian(Language):
lang = 'ru'
Defaults = RussianDefaults
__all__ = ['Russian']

237
spacy/lang/ru/lemmatizer.py Normal file
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@ -0,0 +1,237 @@
# coding: utf8
from ...symbols import (
ADJ, DET, NOUN, NUM, PRON, PROPN, PUNCT, VERB, POS
)
from ...lemmatizer import Lemmatizer
class RussianLemmatizer(Lemmatizer):
_morph = None
def __init__(self):
super(RussianLemmatizer, self).__init__()
try:
from pymorphy2 import MorphAnalyzer
except ImportError:
raise ImportError(
'The Russian lemmatizer requires the pymorphy2 library: '
'try to fix it with "pip install pymorphy2==0.8"')
if RussianLemmatizer._morph is None:
RussianLemmatizer._morph = MorphAnalyzer()
def __call__(self, string, univ_pos, morphology=None):
univ_pos = self.normalize_univ_pos(univ_pos)
if univ_pos == 'PUNCT':
return [PUNCT_RULES.get(string, string)]
if univ_pos not in ('ADJ', 'DET', 'NOUN', 'NUM', 'PRON', 'PROPN', 'VERB'):
# Skip unchangeable pos
return [string.lower()]
analyses = self._morph.parse(string)
filtered_analyses = []
for analysis in analyses:
if not analysis.is_known:
# Skip suggested parse variant for unknown word for pymorphy
continue
analysis_pos, _ = oc2ud(str(analysis.tag))
if analysis_pos == univ_pos \
or (analysis_pos in ('NOUN', 'PROPN') and univ_pos in ('NOUN', 'PROPN')):
filtered_analyses.append(analysis)
if not len(filtered_analyses):
return [string.lower()]
if morphology is None or (len(morphology) == 1 and POS in morphology):
return list(set([analysis.normal_form for analysis in filtered_analyses]))
if univ_pos in ('ADJ', 'DET', 'NOUN', 'PROPN'):
features_to_compare = ['Case', 'Number', 'Gender']
elif univ_pos == 'NUM':
features_to_compare = ['Case', 'Gender']
elif univ_pos == 'PRON':
features_to_compare = ['Case', 'Number', 'Gender', 'Person']
else: # VERB
features_to_compare = ['Aspect', 'Gender', 'Mood', 'Number', 'Tense', 'VerbForm', 'Voice']
analyses, filtered_analyses = filtered_analyses, []
for analysis in analyses:
_, analysis_morph = oc2ud(str(analysis.tag))
for feature in features_to_compare:
if (feature in morphology and feature in analysis_morph
and morphology[feature] != analysis_morph[feature]):
break
else:
filtered_analyses.append(analysis)
if not len(filtered_analyses):
return [string.lower()]
return list(set([analysis.normal_form for analysis in filtered_analyses]))
@staticmethod
def normalize_univ_pos(univ_pos):
if isinstance(univ_pos, str):
return univ_pos.upper()
symbols_to_str = {
ADJ: 'ADJ',
DET: 'DET',
NOUN: 'NOUN',
NUM: 'NUM',
PRON: 'PRON',
PROPN: 'PROPN',
PUNCT: 'PUNCT',
VERB: 'VERB'
}
if univ_pos in symbols_to_str:
return symbols_to_str[univ_pos]
return None
def is_base_form(self, univ_pos, morphology=None):
# TODO
raise NotImplementedError
def det(self, string, morphology=None):
return self(string, 'det', morphology)
def num(self, string, morphology=None):
return self(string, 'num', morphology)
def pron(self, string, morphology=None):
return self(string, 'pron', morphology)
def lookup(self, string):
analyses = self._morph.parse(string)
if len(analyses) == 1:
return analyses[0].normal_form
return string
def oc2ud(oc_tag):
gram_map = {
'_POS': {
'ADJF': 'ADJ',
'ADJS': 'ADJ',
'ADVB': 'ADV',
'Apro': 'DET',
'COMP': 'ADJ', # Can also be an ADV - unchangeable
'CONJ': 'CCONJ', # Can also be a SCONJ - both unchangeable ones
'GRND': 'VERB',
'INFN': 'VERB',
'INTJ': 'INTJ',
'NOUN': 'NOUN',
'NPRO': 'PRON',
'NUMR': 'NUM',
'NUMB': 'NUM',
'PNCT': 'PUNCT',
'PRCL': 'PART',
'PREP': 'ADP',
'PRTF': 'VERB',
'PRTS': 'VERB',
'VERB': 'VERB',
},
'Animacy': {
'anim': 'Anim',
'inan': 'Inan',
},
'Aspect': {
'impf': 'Imp',
'perf': 'Perf',
},
'Case': {
'ablt': 'Ins',
'accs': 'Acc',
'datv': 'Dat',
'gen1': 'Gen',
'gen2': 'Gen',
'gent': 'Gen',
'loc2': 'Loc',
'loct': 'Loc',
'nomn': 'Nom',
'voct': 'Voc',
},
'Degree': {
'COMP': 'Cmp',
'Supr': 'Sup',
},
'Gender': {
'femn': 'Fem',
'masc': 'Masc',
'neut': 'Neut',
},
'Mood': {
'impr': 'Imp',
'indc': 'Ind',
},
'Number': {
'plur': 'Plur',
'sing': 'Sing',
},
'NumForm': {
'NUMB': 'Digit',
},
'Person': {
'1per': '1',
'2per': '2',
'3per': '3',
'excl': '2',
'incl': '1',
},
'Tense': {
'futr': 'Fut',
'past': 'Past',
'pres': 'Pres',
},
'Variant': {
'ADJS': 'Brev',
'PRTS': 'Brev',
},
'VerbForm': {
'GRND': 'Conv',
'INFN': 'Inf',
'PRTF': 'Part',
'PRTS': 'Part',
'VERB': 'Fin',
},
'Voice': {
'actv': 'Act',
'pssv': 'Pass',
},
'Abbr': {
'Abbr': 'Yes'
}
}
pos = 'X'
morphology = dict()
unmatched = set()
grams = oc_tag.replace(' ', ',').split(',')
for gram in grams:
match = False
for categ, gmap in sorted(gram_map.items()):
if gram in gmap:
match = True
if categ == '_POS':
pos = gmap[gram]
else:
morphology[categ] = gmap[gram]
if not match:
unmatched.add(gram)
while len(unmatched) > 0:
gram = unmatched.pop()
if gram in ('Name', 'Patr', 'Surn', 'Geox', 'Orgn'):
pos = 'PROPN'
elif gram == 'Auxt':
pos = 'AUX'
elif gram == 'Pltm':
morphology['Number'] = 'Ptan'
return pos, morphology
PUNCT_RULES = {
"«": "\"",
"»": "\""
}

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@ -0,0 +1,35 @@
# coding: utf8
from __future__ import unicode_literals
from ...attrs import LIKE_NUM
_num_words = [
'ноль', 'один', 'два', 'три', 'четыре', 'пять', 'шесть', 'семь', 'восемь', 'девять',
'десять', 'одиннадцать', 'двенадцать', 'тринадцать', 'четырнадцать',
'пятнадцать', 'шестнадцать', 'семнадцать', 'восемнадцать', 'девятнадцать',
'двадцать', 'тридцать', 'сорок', 'пятдесят', 'шестдесят', 'семдесят', 'восемдесят', 'девяносто',
'сто', 'двести', 'триста', 'четыреста', 'пятсот', 'шестсот', 'семсот', 'восемсот', 'девятсот',
'тысяча', 'миллион', 'миллиад', 'триллион', 'квадриллион', 'квинтиллион']
def like_num(text):
text = text.replace(',', '').replace('.', '')
if text.isdigit():
return True
if text.count('/') == 1:
num, denom = text.split('/')
if num.isdigit() and denom.isdigit():
return True
if text in _num_words:
return True
return False
LEX_ATTRS = {
LIKE_NUM: like_num
}

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@ -0,0 +1,24 @@
# coding: utf8
from __future__ import unicode_literals
_exc = {
# Slang
'прив': 'привет',
'ща': 'сейчас',
'спс': 'спасибо',
'пжлст': 'пожалуйста',
'плиз': 'пожалуйста',
'лан': 'ладно',
'ясн': 'ясно',
'всм': 'всмысле',
'хош': 'хочешь',
'оч': 'очень'
}
NORM_EXCEPTIONS = {}
for string, norm in _exc.items():
NORM_EXCEPTIONS[string] = norm
NORM_EXCEPTIONS[string.title()] = norm

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@ -0,0 +1,54 @@
# encoding: utf8
from __future__ import unicode_literals
STOP_WORDS = set("""
а
будем будет будете будешь буду будут будучи будь будьте бы был была были было
быть
в вам вами вас весь во вот все всё всего всей всем всём всеми всему всех всею
всея всю вся вы
да для до
его едим едят ее её ей ел ела ем ему емъ если ест есть ешь еще ещё ею
же
за
и из или им ими имъ их
к как кем ко когда кого ком кому комья которая которого которое которой котором
которому которою которую которые который которым которыми которых кто
меня мне мной мною мог моги могите могла могли могло могу могут мое моё моего
моей моем моём моему моею можем может можете можешь мои мой моим моими моих
мочь мою моя мы
на нам нами нас наса наш наша наше нашего нашей нашем нашему нашею наши нашим
нашими наших нашу не него нее неё ней нем нём нему нет нею ним ними них но
о об один одна одни одним одними одних одно одного одной одном одному одною
одну он она оне они оно от
по при
с сам сама сами самим самими самих само самого самом самому саму свое своё
своего своей своем своём своему своею свои свой своим своими своих свою своя
себе себя собой собою
та так такая такие таким такими таких такого такое такой таком такому такою
такую те тебе тебя тем теми тех то тобой тобою того той только том томах тому
тот тою ту ты
у уже
чего чем чём чему что чтобы
эта эти этим этими этих это этого этой этом этому этот этою эту
я
""".split())

731
spacy/lang/ru/tag_map.py Normal file
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@ -0,0 +1,731 @@
# coding: utf8
from __future__ import unicode_literals
from ...symbols import (
POS, PUNCT, SYM, ADJ, NUM, DET, ADV, ADP, X, VERB, NOUN, PROPN, PART, INTJ, SPACE, PRON, SCONJ, AUX, CONJ, CCONJ
)
TAG_MAP = {
'ADJ__Animacy=Anim|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing': {POS: ADJ, 'Animacy': 'Anim', 'Case': 'Acc', 'Degree': 'Pos', 'Gender': 'Masc', 'Number': 'Sing'},
'ADJ__Animacy=Anim|Case=Acc|Degree=Pos|Number=Plur': {POS: ADJ, 'Animacy': 'Anim', 'Case': 'Acc', 'Degree': 'Pos', 'Number': 'Plur'},
'ADJ__Animacy=Anim|Case=Acc|Degree=Sup|Gender=Masc|Number=Sing': {POS: ADJ, 'Animacy': 'Anim', 'Case': 'Acc', 'Degree': 'Sup', 'Gender': 'Masc', 'Number': 'Sing'},
'ADJ__Animacy=Anim|Case=Nom|Degree=Pos|Number=Plur': {POS: ADJ, 'Animacy': 'Anim', 'Case': 'Nom', 'Degree': 'Pos', 'Number': 'Plur'},
'ADJ__Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing': {POS: ADJ, 'Animacy': 'Inan', 'Case': 'Acc', 'Degree': 'Pos', 'Gender': 'Masc', 'Number': 'Sing'},
'ADJ__Animacy=Inan|Case=Acc|Degree=Pos|Gender=Neut|Number=Sing': {POS: ADJ, 'Animacy': 'Inan', 'Case': 'Acc', 'Degree': 'Pos', 'Gender': 'Neut', 'Number': 'Sing'},
'ADJ__Animacy=Inan|Case=Acc|Degree=Pos|Number=Plur': {POS: ADJ, 'Animacy': 'Inan', 'Case': 'Acc', 'Degree': 'Pos', 'Number': 'Plur'},
'ADJ__Animacy=Inan|Case=Acc|Degree=Sup|Gender=Masc|Number=Sing': {POS: ADJ, 'Animacy': 'Inan', 'Case': 'Acc', 'Degree': 'Sup', 'Gender': 'Masc', 'Number': 'Sing'},
'ADJ__Animacy=Inan|Case=Acc|Degree=Sup|Number=Plur': {POS: ADJ, 'Animacy': 'Inan', 'Case': 'Acc', 'Degree': 'Sup', 'Number': 'Plur'},
'ADJ__Animacy=Inan|Case=Acc|Gender=Fem|Number=Sing': {POS: ADJ, 'Animacy': 'Inan', 'Case': 'Acc', 'Gender': 'Fem', 'Number': 'Sing'},
'ADJ__Animacy=Inan|Case=Nom|Degree=Pos|Gender=Fem|Number=Sing': {POS: ADJ, 'Animacy': 'Inan', 'Case': 'Nom', 'Degree': 'Pos', 'Gender': 'Fem', 'Number': 'Sing'},
'ADJ__Case=Acc|Degree=Pos|Gender=Fem|Number=Sing': {POS: ADJ, 'Case': 'Acc', 'Degree': 'Pos', 'Gender': 'Fem', 'Number': 'Sing'},
'ADJ__Case=Acc|Degree=Pos|Gender=Neut|Number=Sing': {POS: ADJ, 'Case': 'Acc', 'Degree': 'Pos', 'Gender': 'Neut', 'Number': 'Sing'},
'ADJ__Case=Acc|Degree=Sup|Gender=Fem|Number=Sing': {POS: ADJ, 'Case': 'Acc', 'Degree': 'Sup', 'Gender': 'Fem', 'Number': 'Sing'},
'ADJ__Case=Acc|Degree=Sup|Gender=Neut|Number=Sing': {POS: ADJ, 'Case': 'Acc', 'Degree': 'Sup', 'Gender': 'Neut', 'Number': 'Sing'},
'ADJ__Case=Dat|Degree=Pos|Gender=Fem|Number=Sing': {POS: ADJ, 'Case': 'Dat', 'Degree': 'Pos', 'Gender': 'Fem', 'Number': 'Sing'},
'ADJ__Case=Dat|Degree=Pos|Gender=Masc|Number=Sing': {POS: ADJ, 'Case': 'Dat', 'Degree': 'Pos', 'Gender': 'Masc', 'Number': 'Sing'},
'ADJ__Case=Dat|Degree=Pos|Gender=Neut|Number=Sing': {POS: ADJ, 'Case': 'Dat', 'Degree': 'Pos', 'Gender': 'Neut', 'Number': 'Sing'},
'ADJ__Case=Dat|Degree=Pos|Number=Plur': {POS: ADJ, 'Case': 'Dat', 'Degree': 'Pos', 'Number': 'Plur'},
'ADJ__Case=Dat|Degree=Sup|Gender=Masc|Number=Sing': {POS: ADJ, 'Case': 'Dat', 'Degree': 'Sup', 'Gender': 'Masc', 'Number': 'Sing'},
'ADJ__Case=Dat|Degree=Sup|Gender=Neut|Number=Sing': {POS: ADJ, 'Case': 'Dat', 'Degree': 'Sup', 'Gender': 'Neut', 'Number': 'Sing'},
'ADJ__Case=Dat|Degree=Sup|Number=Plur': {POS: ADJ, 'Case': 'Dat', 'Degree': 'Sup', 'Number': 'Plur'},
'ADJ__Case=Gen|Degree=Pos|Gender=Fem|Number=Sing': {POS: ADJ, 'Case': 'Gen', 'Degree': 'Pos', 'Gender': 'Fem', 'Number': 'Sing'},
'ADJ__Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|Variant=Short': {POS: ADJ, 'Case': 'Gen', 'Degree': 'Pos', 'Gender': 'Fem', 'Number': 'Sing', 'Variant': 'Short'},
'ADJ__Case=Gen|Degree=Pos|Gender=Masc|Number=Sing': {POS: ADJ, 'Case': 'Gen', 'Degree': 'Pos', 'Gender': 'Masc', 'Number': 'Sing'},
'ADJ__Case=Gen|Degree=Pos|Gender=Neut|Number=Sing': {POS: ADJ, 'Case': 'Gen', 'Degree': 'Pos', 'Gender': 'Neut', 'Number': 'Sing'},
'ADJ__Case=Gen|Degree=Pos|Number=Plur': {POS: ADJ, 'Case': 'Gen', 'Degree': 'Pos', 'Number': 'Plur'},
'ADJ__Case=Gen|Degree=Sup|Gender=Fem|Number=Sing': {POS: ADJ, 'Case': 'Gen', 'Degree': 'Sup', 'Gender': 'Fem', 'Number': 'Sing'},
'ADJ__Case=Gen|Degree=Sup|Gender=Masc|Number=Sing': {POS: ADJ, 'Case': 'Gen', 'Degree': 'Sup', 'Gender': 'Masc', 'Number': 'Sing'},
'ADJ__Case=Gen|Degree=Sup|Gender=Neut|Number=Sing': {POS: ADJ, 'Case': 'Gen', 'Degree': 'Sup', 'Gender': 'Neut', 'Number': 'Sing'},
'ADJ__Case=Gen|Degree=Sup|Number=Plur': {POS: ADJ, 'Case': 'Gen', 'Degree': 'Sup', 'Number': 'Plur'},
'ADJ__Case=Ins|Degree=Pos|Gender=Fem|Number=Sing': {POS: ADJ, 'Case': 'Ins', 'Degree': 'Pos', 'Gender': 'Fem', 'Number': 'Sing'},
'ADJ__Case=Ins|Degree=Pos|Gender=Masc|Number=Sing': {POS: ADJ, 'Case': 'Ins', 'Degree': 'Pos', 'Gender': 'Masc', 'Number': 'Sing'},
'ADJ__Case=Ins|Degree=Pos|Gender=Neut|Number=Sing': {POS: ADJ, 'Case': 'Ins', 'Degree': 'Pos', 'Gender': 'Neut', 'Number': 'Sing'},
'ADJ__Case=Ins|Degree=Pos|Number=Plur': {POS: ADJ, 'Case': 'Ins', 'Degree': 'Pos', 'Number': 'Plur'},
'ADJ__Case=Ins|Degree=Sup|Gender=Fem|Number=Sing': {POS: ADJ, 'Case': 'Ins', 'Degree': 'Sup', 'Gender': 'Fem', 'Number': 'Sing'},
'ADJ__Case=Ins|Degree=Sup|Gender=Masc|Number=Sing': {POS: ADJ, 'Case': 'Ins', 'Degree': 'Sup', 'Gender': 'Masc', 'Number': 'Sing'},
'ADJ__Case=Ins|Degree=Sup|Gender=Neut|Number=Sing': {POS: ADJ, 'Case': 'Ins', 'Degree': 'Sup', 'Gender': 'Neut', 'Number': 'Sing'},
'ADJ__Case=Ins|Degree=Sup|Number=Plur': {POS: ADJ, 'Case': 'Ins', 'Degree': 'Sup', 'Number': 'Plur'},
'ADJ__Case=Loc|Degree=Pos|Gender=Fem|Number=Sing': {POS: ADJ, 'Case': 'Loc', 'Degree': 'Pos', 'Gender': 'Fem', 'Number': 'Sing'},
'ADJ__Case=Loc|Degree=Pos|Gender=Masc|Number=Sing': {POS: ADJ, 'Case': 'Loc', 'Degree': 'Pos', 'Gender': 'Masc', 'Number': 'Sing'},
'ADJ__Case=Loc|Degree=Pos|Gender=Neut|Number=Sing': {POS: ADJ, 'Case': 'Loc', 'Degree': 'Pos', 'Gender': 'Neut', 'Number': 'Sing'},
'ADJ__Case=Loc|Degree=Pos|Number=Plur': {POS: ADJ, 'Case': 'Loc', 'Degree': 'Pos', 'Number': 'Plur'},
'ADJ__Case=Loc|Degree=Sup|Gender=Fem|Number=Sing': {POS: ADJ, 'Case': 'Loc', 'Degree': 'Sup', 'Gender': 'Fem', 'Number': 'Sing'},
'ADJ__Case=Loc|Degree=Sup|Gender=Masc|Number=Sing': {POS: ADJ, 'Case': 'Loc', 'Degree': 'Sup', 'Gender': 'Masc', 'Number': 'Sing'},
'ADJ__Case=Loc|Degree=Sup|Gender=Neut|Number=Sing': {POS: ADJ, 'Case': 'Loc', 'Degree': 'Sup', 'Gender': 'Neut', 'Number': 'Sing'},
'ADJ__Case=Loc|Degree=Sup|Number=Plur': {POS: ADJ, 'Case': 'Loc', 'Degree': 'Sup', 'Number': 'Plur'},
'ADJ__Case=Nom|Degree=Pos|Gender=Fem|Number=Sing': {POS: ADJ, 'Case': 'Nom', 'Degree': 'Pos', 'Gender': 'Fem', 'Number': 'Sing'},
'ADJ__Case=Nom|Degree=Pos|Gender=Masc|Number=Sing': {POS: ADJ, 'Case': 'Nom', 'Degree': 'Pos', 'Gender': 'Masc', 'Number': 'Sing'},
'ADJ__Case=Nom|Degree=Pos|Gender=Neut|Number=Sing': {POS: ADJ, 'Case': 'Nom', 'Degree': 'Pos', 'Gender': 'Neut', 'Number': 'Sing'},
'ADJ__Case=Nom|Degree=Pos|Number=Plur': {POS: ADJ, 'Case': 'Nom', 'Degree': 'Pos', 'Number': 'Plur'},
'ADJ__Case=Nom|Degree=Sup|Gender=Fem|Number=Sing': {POS: ADJ, 'Case': 'Nom', 'Degree': 'Sup', 'Gender': 'Fem', 'Number': 'Sing'},
'ADJ__Case=Nom|Degree=Sup|Gender=Masc|Number=Sing': {POS: ADJ, 'Case': 'Nom', 'Degree': 'Sup', 'Gender': 'Masc', 'Number': 'Sing'},
'ADJ__Case=Nom|Degree=Sup|Gender=Neut|Number=Sing': {POS: ADJ, 'Case': 'Nom', 'Degree': 'Sup', 'Gender': 'Neut', 'Number': 'Sing'},
'ADJ__Case=Nom|Degree=Sup|Number=Plur': {POS: ADJ, 'Case': 'Nom', 'Degree': 'Sup', 'Number': 'Plur'},
'ADJ__Degree=Cmp': {POS: ADJ, 'Degree': 'Cmp'},
'ADJ__Degree=Pos': {POS: ADJ, 'Degree': 'Pos'},
'ADJ__Degree=Pos|Gender=Fem|Number=Sing|Variant=Short': {POS: ADJ, 'Degree': 'Pos', 'Gender': 'Fem', 'Number': 'Sing', 'Variant': 'Short'},
'ADJ__Degree=Pos|Gender=Masc|Number=Sing|Variant=Short': {POS: ADJ, 'Degree': 'Pos', 'Gender': 'Masc', 'Number': 'Sing', 'Variant': 'Short'},
'ADJ__Degree=Pos|Gender=Neut|Number=Sing|Variant=Short': {POS: ADJ, 'Degree': 'Pos', 'Gender': 'Neut', 'Number': 'Sing', 'Variant': 'Short'},
'ADJ__Degree=Pos|Number=Plur|Variant=Short': {POS: ADJ, 'Degree': 'Pos', 'Number': 'Plur', 'Variant': 'Short'},
'ADJ__Foreign=Yes': {POS: ADJ, 'Foreign': 'Yes'},
'ADJ___': {POS: ADJ},
'ADP___': {POS: ADP},
'ADV__Degree=Cmp': {POS: ADV, 'Degree': 'Cmp'},
'ADV__Degree=Pos': {POS: ADV, 'Degree': 'Pos'},
'ADV__Polarity=Neg': {POS: ADV, 'Polarity': 'Neg'},
'AUX__Aspect=Imp|Case=Loc|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Case': 'Loc', 'Gender': 'Masc', 'Number': 'Sing', 'Tense': 'Past', 'VerbForm': 'Part', 'Voice': 'Act'},
'AUX__Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Case': 'Nom', 'Gender': 'Masc', 'Number': 'Sing', 'Tense': 'Past', 'VerbForm': 'Part', 'Voice': 'Act'},
'AUX__Aspect=Imp|Case=Nom|Number=Plur|Tense=Past|VerbForm=Part|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Case': 'Nom', 'Number': 'Plur', 'Tense': 'Past', 'VerbForm': 'Part', 'Voice': 'Act'},
'AUX__Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|Tense=Past|VerbForm=Fin|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Gender': 'Fem', 'Mood': 'Ind', 'Number': 'Sing', 'Tense': 'Past', 'VerbForm': 'Fin', 'Voice': 'Act'},
'AUX__Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|Tense=Past|VerbForm=Fin|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Gender': 'Masc', 'Mood': 'Ind', 'Number': 'Sing', 'Tense': 'Past', 'VerbForm': 'Fin', 'Voice': 'Act'},
'AUX__Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|Tense=Past|VerbForm=Fin|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Gender': 'Neut', 'Mood': 'Ind', 'Number': 'Sing', 'Tense': 'Past', 'VerbForm': 'Fin', 'Voice': 'Act'},
'AUX__Aspect=Imp|Mood=Imp|Number=Plur|Person=2|VerbForm=Fin|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Mood': 'Imp', 'Number': 'Plur', 'Person': '2', 'VerbForm': 'Fin', 'Voice': 'Act'},
'AUX__Aspect=Imp|Mood=Imp|Number=Sing|Person=2|VerbForm=Fin|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Mood': 'Imp', 'Number': 'Sing', 'Person': '2', 'VerbForm': 'Fin', 'Voice': 'Act'},
'AUX__Aspect=Imp|Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Mood': 'Ind', 'Number': 'Plur', 'Person': '1', 'Tense': 'Pres', 'VerbForm': 'Fin', 'Voice': 'Act'},
'AUX__Aspect=Imp|Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Mood': 'Ind', 'Number': 'Plur', 'Person': '2', 'Tense': 'Pres', 'VerbForm': 'Fin', 'Voice': 'Act'},
'AUX__Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Mood': 'Ind', 'Number': 'Plur', 'Person': '3', 'Tense': 'Pres', 'VerbForm': 'Fin', 'Voice': 'Act'},
'AUX__Aspect=Imp|Mood=Ind|Number=Plur|Tense=Past|VerbForm=Fin|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Mood': 'Ind', 'Number': 'Plur', 'Tense': 'Past', 'VerbForm': 'Fin', 'Voice': 'Act'},
'AUX__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Mood': 'Ind', 'Number': 'Sing', 'Person': '1', 'Tense': 'Pres', 'VerbForm': 'Fin', 'Voice': 'Act'},
'AUX__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Mood': 'Ind', 'Number': 'Sing', 'Person': '2', 'Tense': 'Pres', 'VerbForm': 'Fin', 'Voice': 'Act'},
'AUX__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Mood': 'Ind', 'Number': 'Sing', 'Person': '3', 'Tense': 'Pres', 'VerbForm': 'Fin', 'Voice': 'Act'},
'AUX__Aspect=Imp|Tense=Pres|VerbForm=Conv|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'Tense': 'Pres', 'VerbForm': 'Conv', 'Voice': 'Act'},
'AUX__Aspect=Imp|VerbForm=Inf|Voice=Act': {POS: AUX, 'Aspect': 'Imp', 'VerbForm': 'Inf', 'Voice': 'Act'},
'CCONJ___': {POS: CCONJ},
'DET__Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing': {POS: DET, 'Animacy': 'Inan', 'Case': 'Acc', 'Gender': 'Masc', 'Number': 'Sing'},
'DET__Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing': {POS: DET, 'Animacy': 'Inan', 'Case': 'Acc', 'Gender': 'Neut', 'Number': 'Sing'},
'DET__Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing': {POS: DET, 'Animacy': 'Inan', 'Case': 'Gen', 'Gender': 'Fem', 'Number': 'Sing'},
'DET__Animacy=Inan|Case=Gen|Number=Plur': {POS: DET, 'Animacy': 'Inan', 'Case': 'Gen', 'Number': 'Plur'},
'DET__Case=Acc|Degree=Pos|Number=Plur': {POS: DET, 'Case': 'Acc', 'Degree': 'Pos', 'Number': 'Plur'},
'DET__Case=Acc|Gender=Fem|Number=Sing': {POS: DET, 'Case': 'Acc', 'Gender': 'Fem', 'Number': 'Sing'},
'DET__Case=Acc|Gender=Masc|Number=Sing': {POS: DET, 'Case': 'Acc', 'Gender': 'Masc', 'Number': 'Sing'},
'DET__Case=Acc|Gender=Neut|Number=Sing': {POS: DET, 'Case': 'Acc', 'Gender': 'Neut', 'Number': 'Sing'},
'DET__Case=Acc|Number=Plur': {POS: DET, 'Case': 'Acc', 'Number': 'Plur'},
'DET__Case=Dat|Gender=Fem|Number=Sing': {POS: DET, 'Case': 'Dat', 'Gender': 'Fem', 'Number': 'Sing'},
'DET__Case=Dat|Gender=Masc|Number=Plur': {POS: DET, 'Case': 'Dat', 'Gender': 'Masc', 'Number': 'Plur'},
'DET__Case=Dat|Gender=Masc|Number=Sing': {POS: DET, 'Case': 'Dat', 'Gender': 'Masc', 'Number': 'Sing'},
'DET__Case=Dat|Gender=Neut|Number=Sing': {POS: DET, 'Case': 'Dat', 'Gender': 'Neut', 'Number': 'Sing'},
'DET__Case=Dat|Number=Plur': {POS: DET, 'Case': 'Dat', 'Number': 'Plur'},
'DET__Case=Gen|Gender=Fem|Number=Sing': {POS: DET, 'Case': 'Gen', 'Gender': 'Fem', 'Number': 'Sing'},
'DET__Case=Gen|Gender=Masc|Number=Sing': {POS: DET, 'Case': 'Gen', 'Gender': 'Masc', 'Number': 'Sing'},
'DET__Case=Gen|Gender=Neut|Number=Sing': {POS: DET, 'Case': 'Gen', 'Gender': 'Neut', 'Number': 'Sing'},
'DET__Case=Gen|Number=Plur': {POS: DET, 'Case': 'Gen', 'Number': 'Plur'},
'DET__Case=Ins|Gender=Fem|Number=Sing': {POS: DET, 'Case': 'Ins', 'Gender': 'Fem', 'Number': 'Sing'},
'DET__Case=Ins|Gender=Masc|Number=Sing': {POS: DET, 'Case': 'Ins', 'Gender': 'Masc', 'Number': 'Sing'},
'DET__Case=Ins|Gender=Neut|Number=Sing': {POS: DET, 'Case': 'Ins', 'Gender': 'Neut', 'Number': 'Sing'},
'DET__Case=Ins|Number=Plur': {POS: DET, 'Case': 'Ins', 'Number': 'Plur'},
'DET__Case=Loc|Gender=Fem|Number=Sing': {POS: DET, 'Case': 'Loc', 'Gender': 'Fem', 'Number': 'Sing'},
'DET__Case=Loc|Gender=Masc|Number=Sing': {POS: DET, 'Case': 'Loc', 'Gender': 'Masc', 'Number': 'Sing'},
'DET__Case=Loc|Gender=Neut|Number=Sing': {POS: DET, 'Case': 'Loc', 'Gender': 'Neut', 'Number': 'Sing'},
'DET__Case=Loc|Number=Plur': {POS: DET, 'Case': 'Loc', 'Number': 'Plur'},
'DET__Case=Nom|Gender=Fem|Number=Sing': {POS: DET, 'Case': 'Nom', 'Gender': 'Fem', 'Number': 'Sing'},
'DET__Case=Nom|Gender=Masc|Number=Plur': {POS: DET, 'Case': 'Nom', 'Gender': 'Masc', 'Number': 'Plur'},
'DET__Case=Nom|Gender=Masc|Number=Sing': {POS: DET, 'Case': 'Nom', 'Gender': 'Masc', 'Number': 'Sing'},
'DET__Case=Nom|Gender=Neut|Number=Sing': {POS: DET, 'Case': 'Nom', 'Gender': 'Neut', 'Number': 'Sing'},
'DET__Case=Nom|Number=Plur': {POS: DET, 'Case': 'Nom', 'Number': 'Plur'},
'DET__Gender=Masc|Number=Sing': {POS: DET, 'Gender': 'Masc', 'Number': 'Sing'},
'INTJ___': {POS: INTJ},
'NOUN__Animacy=Anim|Case=Acc|Gender=Fem|Number=Plur': {POS: NOUN, 'Animacy': 'Anim', 'Case': 'Acc', 'Gender': 'Fem', 'Number': 'Plur'},
'NOUN__Animacy=Anim|Case=Acc|Gender=Fem|Number=Sing': {POS: NOUN, 'Animacy': 'Anim', 'Case': 'Acc', 'Gender': 'Fem', 'Number': 'Sing'},
'NOUN__Animacy=Anim|Case=Acc|Gender=Masc|Number=Plur': {POS: NOUN, 'Animacy': 'Anim', 'Case': 'Acc', 'Gender': 'Masc', 'Number': 'Plur'},
'NOUN__Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing': {POS: NOUN, 'Animacy': 'Anim', 'Case': 'Acc', 'Gender': 'Masc', 'Number': 'Sing'},
'NOUN__Animacy=Anim|Case=Acc|Gender=Neut|Number=Plur': {POS: NOUN, 'Animacy': 'Anim', 'Case': 'Acc', 'Gender': 'Neut', 'Number': 'Plur'},
'NOUN__Animacy=Anim|Case=Acc|Gender=Neut|Number=Sing': {POS: NOUN, 'Animacy': 'Anim', 'Case': 'Acc', 'Gender': 'Neut', 'Number': 'Sing'},
'NOUN__Animacy=Anim|Case=Acc|Number=Plur': {POS: NOUN, 'Animacy': 'Anim', 'Case': 'Acc', 'Number': 'Plur'},
'NOUN__Animacy=Anim|Case=Dat|Gender=Fem|Number=Plur': {POS: NOUN, 'Animacy': 'Anim', 'Case': 'Dat', 'Gender': 'Fem', 'Number': 'Plur'},
'NOUN__Animacy=Anim|Case=Dat|Gender=Fem|Number=Sing': {POS: NOUN, 'Animacy': 'Anim', 'Case': 'Dat', 'Gender': 'Fem', 'Number': 'Sing'},
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'VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin|Voice=Act': {POS: VERB, 'Aspect': 'Perf', 'Mood': 'Ind', 'Number': 'Plur', 'Person': '2', 'Tense': 'Fut', 'VerbForm': 'Fin', 'Voice': 'Act'},
'VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin|Voice=Mid': {POS: VERB, 'Aspect': 'Perf', 'Mood': 'Ind', 'Number': 'Plur', 'Person': '2', 'Tense': 'Fut', 'VerbForm': 'Fin', 'Voice': 'Mid'},
'VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act': {POS: VERB, 'Aspect': 'Perf', 'Mood': 'Ind', 'Number': 'Plur', 'Person': '3', 'Tense': 'Fut', 'VerbForm': 'Fin', 'Voice': 'Act'},
'VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin|Voice=Mid': {POS: VERB, 'Aspect': 'Perf', 'Mood': 'Ind', 'Number': 'Plur', 'Person': '3', 'Tense': 'Fut', 'VerbForm': 'Fin', 'Voice': 'Mid'},
'VERB__Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin|Voice=Pass': {POS: VERB, 'Aspect': 'Perf', 'Mood': 'Ind', 'Number': 'Plur', 'Person': '3', 'Tense': 'Fut', 'VerbForm': 'Fin', 'Voice': 'Pass'},
'VERB__Aspect=Perf|Mood=Ind|Number=Plur|Tense=Past|VerbForm=Fin|Voice=Act': {POS: VERB, 'Aspect': 'Perf', 'Mood': 'Ind', 'Number': 'Plur', 'Tense': 'Past', 'VerbForm': 'Fin', 'Voice': 'Act'},
'VERB__Aspect=Perf|Mood=Ind|Number=Plur|Tense=Past|VerbForm=Fin|Voice=Mid': {POS: VERB, 'Aspect': 'Perf', 'Mood': 'Ind', 'Number': 'Plur', 'Tense': 'Past', 'VerbForm': 'Fin', 'Voice': 'Mid'},
'VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin|Voice=Act': {POS: VERB, 'Aspect': 'Perf', 'Mood': 'Ind', 'Number': 'Sing', 'Person': '1', 'Tense': 'Fut', 'VerbForm': 'Fin', 'Voice': 'Act'},
'VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin|Voice=Mid': {POS: VERB, 'Aspect': 'Perf', 'Mood': 'Ind', 'Number': 'Sing', 'Person': '1', 'Tense': 'Fut', 'VerbForm': 'Fin', 'Voice': 'Mid'},
'VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin|Voice=Act': {POS: VERB, 'Aspect': 'Perf', 'Mood': 'Ind', 'Number': 'Sing', 'Person': '2', 'Tense': 'Fut', 'VerbForm': 'Fin', 'Voice': 'Act'},
'VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin|Voice=Mid': {POS: VERB, 'Aspect': 'Perf', 'Mood': 'Ind', 'Number': 'Sing', 'Person': '2', 'Tense': 'Fut', 'VerbForm': 'Fin', 'Voice': 'Mid'},
'VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act': {POS: VERB, 'Aspect': 'Perf', 'Mood': 'Ind', 'Number': 'Sing', 'Person': '3', 'Tense': 'Fut', 'VerbForm': 'Fin', 'Voice': 'Act'},
'VERB__Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Mid': {POS: VERB, 'Aspect': 'Perf', 'Mood': 'Ind', 'Number': 'Sing', 'Person': '3', 'Tense': 'Fut', 'VerbForm': 'Fin', 'Voice': 'Mid'},
'VERB__Aspect=Perf|Number=Plur|Tense=Past|Variant=Short|VerbForm=Part|Voice=Pass': {POS: VERB, 'Aspect': 'Perf', 'Number': 'Plur', 'Tense': 'Past', 'Variant': 'Short', 'VerbForm': 'Part', 'Voice': 'Pass'},
'VERB__Aspect=Perf|Tense=Past|VerbForm=Conv|Voice=Act': {POS: VERB, 'Aspect': 'Perf', 'Tense': 'Past', 'VerbForm': 'Conv', 'Voice': 'Act'},
'VERB__Aspect=Perf|Tense=Past|VerbForm=Conv|Voice=Mid': {POS: VERB, 'Aspect': 'Perf', 'Tense': 'Past', 'VerbForm': 'Conv', 'Voice': 'Mid'},
'VERB__Aspect=Perf|VerbForm=Inf|Voice=Act': {POS: VERB, 'Aspect': 'Perf', 'VerbForm': 'Inf', 'Voice': 'Act'},
'VERB__Aspect=Perf|VerbForm=Inf|Voice=Mid': {POS: VERB, 'Aspect': 'Perf', 'VerbForm': 'Inf', 'Voice': 'Mid'},
'VERB__Voice=Act': {POS: VERB, 'Voice': 'Act'},
'VERB___': {POS: VERB},
'X__Foreign=Yes': {POS: X, 'Foreign': 'Yes'},
'X___': {POS: X},
}

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@ -0,0 +1,68 @@
# encoding: utf8
from __future__ import unicode_literals
from ...symbols import ORTH, LEMMA, NORM
_exc = {}
_abbrev_exc = [
# Weekdays abbreviations
{ORTH: "пн", LEMMA: "понедельник", NORM: "понедельник"},
{ORTH: "вт", LEMMA: "вторник", NORM: "вторник"},
{ORTH: "ср", LEMMA: "среда", NORM: "среда"},
{ORTH: "чт", LEMMA: "четверг", NORM: "четверг"},
{ORTH: "чтв", LEMMA: "четверг", NORM: "четверг"},
{ORTH: "пт", LEMMA: "пятница", NORM: "пятница"},
{ORTH: "сб", LEMMA: "суббота", NORM: "суббота"},
{ORTH: "сбт", LEMMA: "суббота", NORM: "суббота"},
{ORTH: "вс", LEMMA: "воскресенье", NORM: "воскресенье"},
{ORTH: "вскр", LEMMA: "воскресенье", NORM: "воскресенье"},
{ORTH: "воскр", LEMMA: "воскресенье", NORM: "воскресенье"},
# Months abbreviations
{ORTH: "янв", LEMMA: "январь", NORM: "январь"},
{ORTH: "фев", LEMMA: "февраль", NORM: "февраль"},
{ORTH: "февр", LEMMA: "февраль", NORM: "февраль"},
{ORTH: "мар", LEMMA: "март", NORM: "март"},
# {ORTH: "март", LEMMA: "март", NORM: "март"},
{ORTH: "мрт", LEMMA: "март", NORM: "март"},
{ORTH: "апр", LEMMA: "апрель", NORM: "апрель"},
# {ORTH: "май", LEMMA: "май", NORM: "май"},
{ORTH: "июн", LEMMA: "июнь", NORM: "июнь"},
# {ORTH: "июнь", LEMMA: "июнь", NORM: "июнь"},
{ORTH: "июл", LEMMA: "июль", NORM: "июль"},
# {ORTH: "июль", LEMMA: "июль", NORM: "июль"},
{ORTH: "авг", LEMMA: "август", NORM: "август"},
{ORTH: "сен", LEMMA: "сентябрь", NORM: "сентябрь"},
{ORTH: "сент", LEMMA: "сентябрь", NORM: "сентябрь"},
{ORTH: "окт", LEMMA: "октябрь", NORM: "октябрь"},
{ORTH: "октб", LEMMA: "октябрь", NORM: "октябрь"},
{ORTH: "ноя", LEMMA: "ноябрь", NORM: "ноябрь"},
{ORTH: "нояб", LEMMA: "ноябрь", NORM: "ноябрь"},
{ORTH: "нбр", LEMMA: "ноябрь", NORM: "ноябрь"},
{ORTH: "дек", LEMMA: "декабрь", NORM: "декабрь"},
]
for abbrev_desc in _abbrev_exc:
abbrev = abbrev_desc[ORTH]
for orth in (abbrev, abbrev.capitalize(), abbrev.upper()):
_exc[orth] = [{ORTH: orth, LEMMA: abbrev_desc[LEMMA], NORM: abbrev_desc[NORM]}]
_exc[orth + '.'] = [{ORTH: orth + '.', LEMMA: abbrev_desc[LEMMA], NORM: abbrev_desc[NORM]}]
_slang_exc = [
{ORTH: '2к15', LEMMA: '2015', NORM: '2015'},
{ORTH: '2к16', LEMMA: '2016', NORM: '2016'},
{ORTH: '2к17', LEMMA: '2017', NORM: '2017'},
{ORTH: '2к18', LEMMA: '2018', NORM: '2018'},
{ORTH: '2к19', LEMMA: '2019', NORM: '2019'},
{ORTH: '2к20', LEMMA: '2020', NORM: '2020'},
]
for slang_desc in _slang_exc:
_exc[slang_desc[ORTH]] = [slang_desc]
TOKENIZER_EXCEPTIONS = _exc

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@ -15,7 +15,7 @@ from .. import util
# here if it's using spaCy's tokenizer (not a different library)
# TODO: re-implement generic tokenizer tests
_languages = ['bn', 'da', 'de', 'en', 'es', 'fi', 'fr', 'ga', 'he', 'hu', 'id',
'it', 'nb', 'nl', 'pl', 'pt', 'sv', 'xx']
'it', 'nb', 'nl', 'pl', 'pt', 'ru', 'sv', 'xx']
_models = {'en': ['en_core_web_sm'],
'de': ['de_core_news_md'],
'fr': ['fr_core_news_sm'],
@ -40,6 +40,11 @@ def FR(request):
return load_test_model(request.param)
@pytest.fixture()
def RU(request):
pymorphy = pytest.importorskip('pymorphy2')
#@pytest.fixture(params=_languages)
#def tokenizer(request):
#lang = util.get_lang_class(request.param)
@ -137,6 +142,12 @@ def th_tokenizer():
return util.get_lang_class('th').Defaults.create_tokenizer()
@pytest.fixture
def ru_tokenizer():
pymorphy = pytest.importorskip('pymorphy2')
return util.get_lang_class('ru').Defaults.create_tokenizer()
@pytest.fixture
def stringstore():
return StringStore()

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@ -0,0 +1,71 @@
# coding: utf-8
from __future__ import unicode_literals
import pytest
from ....tokens.doc import Doc
@pytest.fixture
def ru_lemmatizer(RU):
return RU.Defaults.create_lemmatizer()
@pytest.mark.models('ru')
def test_doc_lemmatization(RU):
doc = Doc(RU.vocab, words=['мама', 'мыла', 'раму'])
doc[0].tag_ = 'NOUN__Animacy=Anim|Case=Nom|Gender=Fem|Number=Sing'
doc[1].tag_ = 'VERB__Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|Tense=Past|VerbForm=Fin|Voice=Act'
doc[2].tag_ = 'NOUN__Animacy=Anim|Case=Acc|Gender=Fem|Number=Sing'
lemmas = [token.lemma_ for token in doc]
assert lemmas == ['мама', 'мыть', 'рама']
@pytest.mark.models('ru')
@pytest.mark.parametrize('text,lemmas', [('гвоздики', ['гвоздик', 'гвоздика']),
('люди', ['человек']),
('реки', ['река']),
('кольцо', ['кольцо']),
('пепперони', ['пепперони'])])
def test_ru_lemmatizer_noun_lemmas(ru_lemmatizer, text, lemmas):
assert sorted(ru_lemmatizer.noun(text)) == lemmas
@pytest.mark.models('ru')
@pytest.mark.parametrize('text,pos,morphology,lemma', [('рой', 'NOUN', None, 'рой'),
('рой', 'VERB', None, 'рыть'),
('клей', 'NOUN', None, 'клей'),
('клей', 'VERB', None, 'клеить'),
('три', 'NUM', None, 'три'),
('кос', 'NOUN', {'Number': 'Sing'}, 'кос'),
('кос', 'NOUN', {'Number': 'Plur'}, 'коса'),
('кос', 'ADJ', None, 'косой'),
('потом', 'NOUN', None, 'пот'),
('потом', 'ADV', None, 'потом')
])
def test_ru_lemmatizer_works_with_different_pos_homonyms(ru_lemmatizer, text, pos, morphology, lemma):
assert ru_lemmatizer(text, pos, morphology) == [lemma]
@pytest.mark.models('ru')
@pytest.mark.parametrize('text,morphology,lemma', [('гвоздики', {'Gender': 'Fem'}, 'гвоздика'),
('гвоздики', {'Gender': 'Masc'}, 'гвоздик'),
('вина', {'Gender': 'Fem'}, 'вина'),
('вина', {'Gender': 'Neut'}, 'вино')
])
def test_ru_lemmatizer_works_with_noun_homonyms(ru_lemmatizer, text, morphology, lemma):
assert ru_lemmatizer.noun(text, morphology) == [lemma]
@pytest.mark.models('ru')
def test_ru_lemmatizer_punct(ru_lemmatizer):
assert ru_lemmatizer.punct('«') == ['"']
assert ru_lemmatizer.punct('»') == ['"']
# @pytest.mark.models('ru')
# def test_ru_lemmatizer_lemma_assignment(RU):
# text = "А роза упала на лапу Азора."
# doc = RU.make_doc(text)
# RU.tagger(doc)
# assert all(t.lemma_ != '' for t in doc)

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@ -0,0 +1,128 @@
# coding: utf-8
"""Test that open, closed and paired punctuation is split off correctly."""
from __future__ import unicode_literals
import pytest
PUNCT_OPEN = ['(', '[', '{', '*']
PUNCT_CLOSE = [')', ']', '}', '*']
PUNCT_PAIRED = [('(', ')'), ('[', ']'), ('{', '}'), ('*', '*')]
@pytest.mark.parametrize('text', ["(", "((", "<"])
def test_ru_tokenizer_handles_only_punct(ru_tokenizer, text):
tokens = ru_tokenizer(text)
assert len(tokens) == len(text)
@pytest.mark.parametrize('punct', PUNCT_OPEN)
@pytest.mark.parametrize('text', ["Привет"])
def test_ru_tokenizer_splits_open_punct(ru_tokenizer, punct, text):
tokens = ru_tokenizer(punct + text)
assert len(tokens) == 2
assert tokens[0].text == punct
assert tokens[1].text == text
@pytest.mark.parametrize('punct', PUNCT_CLOSE)
@pytest.mark.parametrize('text', ["Привет"])
def test_ru_tokenizer_splits_close_punct(ru_tokenizer, punct, text):
tokens = ru_tokenizer(text + punct)
assert len(tokens) == 2
assert tokens[0].text == text
assert tokens[1].text == punct
@pytest.mark.parametrize('punct', PUNCT_OPEN)
@pytest.mark.parametrize('punct_add', ["`"])
@pytest.mark.parametrize('text', ["Привет"])
def test_ru_tokenizer_splits_two_diff_open_punct(ru_tokenizer, punct, punct_add, text):
tokens = ru_tokenizer(punct + punct_add + text)
assert len(tokens) == 3
assert tokens[0].text == punct
assert tokens[1].text == punct_add
assert tokens[2].text == text
@pytest.mark.parametrize('punct', PUNCT_CLOSE)
@pytest.mark.parametrize('punct_add', ["'"])
@pytest.mark.parametrize('text', ["Привет"])
def test_ru_tokenizer_splits_two_diff_close_punct(ru_tokenizer, punct, punct_add, text):
tokens = ru_tokenizer(text + punct + punct_add)
assert len(tokens) == 3
assert tokens[0].text == text
assert tokens[1].text == punct
assert tokens[2].text == punct_add
@pytest.mark.parametrize('punct', PUNCT_OPEN)
@pytest.mark.parametrize('text', ["Привет"])
def test_ru_tokenizer_splits_same_open_punct(ru_tokenizer, punct, text):
tokens = ru_tokenizer(punct + punct + punct + text)
assert len(tokens) == 4
assert tokens[0].text == punct
assert tokens[3].text == text
@pytest.mark.parametrize('punct', PUNCT_CLOSE)
@pytest.mark.parametrize('text', ["Привет"])
def test_ru_tokenizer_splits_same_close_punct(ru_tokenizer, punct, text):
tokens = ru_tokenizer(text + punct + punct + punct)
assert len(tokens) == 4
assert tokens[0].text == text
assert tokens[1].text == punct
@pytest.mark.parametrize('text', ["'Тест"])
def test_ru_tokenizer_splits_open_appostrophe(ru_tokenizer, text):
tokens = ru_tokenizer(text)
assert len(tokens) == 2
assert tokens[0].text == "'"
@pytest.mark.parametrize('text', ["Тест''"])
def test_ru_tokenizer_splits_double_end_quote(ru_tokenizer, text):
tokens = ru_tokenizer(text)
assert len(tokens) == 2
tokens_punct = ru_tokenizer("''")
assert len(tokens_punct) == 1
@pytest.mark.parametrize('punct_open,punct_close', PUNCT_PAIRED)
@pytest.mark.parametrize('text', ["Тест"])
def test_ru_tokenizer_splits_open_close_punct(ru_tokenizer, punct_open,
punct_close, text):
tokens = ru_tokenizer(punct_open + text + punct_close)
assert len(tokens) == 3
assert tokens[0].text == punct_open
assert tokens[1].text == text
assert tokens[2].text == punct_close
@pytest.mark.parametrize('punct_open,punct_close', PUNCT_PAIRED)
@pytest.mark.parametrize('punct_open2,punct_close2', [("`", "'")])
@pytest.mark.parametrize('text', ["Тест"])
def test_ru_tokenizer_two_diff_punct(ru_tokenizer, punct_open, punct_close,
punct_open2, punct_close2, text):
tokens = ru_tokenizer(punct_open2 + punct_open + text + punct_close + punct_close2)
assert len(tokens) == 5
assert tokens[0].text == punct_open2
assert tokens[1].text == punct_open
assert tokens[2].text == text
assert tokens[3].text == punct_close
assert tokens[4].text == punct_close2
@pytest.mark.parametrize('text', ["Тест."])
def test_ru_tokenizer_splits_trailing_dot(ru_tokenizer, text):
tokens = ru_tokenizer(text)
assert tokens[1].text == "."
def test_ru_tokenizer_splits_bracket_period(ru_tokenizer):
text = "(Раз, два, три, проверка)."
tokens = ru_tokenizer(text)
assert tokens[len(tokens) - 1].text == "."

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@ -0,0 +1,16 @@
# coding: utf-8
"""Test that tokenizer exceptions are parsed correctly."""
from __future__ import unicode_literals
import pytest
@pytest.mark.parametrize('text,norms', [("пн.", ["понедельник"]),
("пт.", ["пятница"]),
("дек.", ["декабрь"])])
def test_ru_tokenizer_abbrev_exceptions(ru_tokenizer, text, norms):
tokens = ru_tokenizer(text)
assert len(tokens) == 1
assert [token.norm_ for token in tokens] == norms

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@ -0,0 +1,39 @@
# coding: utf8
from __future__ import unicode_literals
import pytest
import re
from ...lang.en import English
from ...tokenizer import Tokenizer
def test_issue1494():
infix_re = re.compile(r'''[^a-z]''')
text_to_tokenize1 = 'token 123test'
expected_tokens1 = ['token', '1', '2', '3', 'test']
text_to_tokenize2 = 'token 1test'
expected_tokens2 = ['token', '1test']
text_to_tokenize3 = 'hello...test'
expected_tokens3 = ['hello', '.', '.', '.', 'test']
def my_tokenizer(nlp):
return Tokenizer(nlp.vocab,
{},
infix_finditer=infix_re.finditer
)
nlp = English()
nlp.tokenizer = my_tokenizer(nlp)
tokenized_words1 = [token.text for token in nlp(text_to_tokenize1)]
assert tokenized_words1 == expected_tokens1
tokenized_words2 = [token.text for token in nlp(text_to_tokenize2)]
assert tokenized_words2 == expected_tokens2
tokenized_words3 = [token.text for token in nlp(text_to_tokenize3)]
assert tokenized_words3 == expected_tokens3

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@ -242,14 +242,17 @@ cdef class Tokenizer:
# let's say we have dyn-o-mite-dave - the regex finds the
# start and end positions of the hyphens
start = 0
start_before_infixes = start
for match in matches:
infix_start = match.start()
infix_end = match.end()
if infix_start == start:
if infix_start == start_before_infixes:
continue
span = string[start:infix_start]
tokens.push_back(self.vocab.get(tokens.mem, span), False)
if infix_start != start:
span = string[start:infix_start]
tokens.push_back(self.vocab.get(tokens.mem, span), False)
if infix_start != infix_end:
# If infix_start != infix_end, it means the infix