Merge branch 'develop' of https://github.com/explosion/spaCy into develop

This commit is contained in:
Matthew Honnibal 2017-11-01 00:35:16 +01:00
commit 44bce8e53f
9 changed files with 686 additions and 2 deletions

106
.github/contributors/jimregan.md vendored Normal file
View File

@ -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 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 | Jim O'Regan |
| Company name (if applicable) | |
| Title or role (if applicable) | |
| Date | 2017-06-24 |
| GitHub username | jimregan |
| Website (optional) | |

25
spacy/lang/ga/__init__.py Normal file
View File

@ -0,0 +1,25 @@
# coding: utf8
from __future__ import unicode_literals
from .tokenizer_exceptions import TOKENIZER_EXCEPTIONS
from .stop_words import STOP_WORDS
from ..tokenizer_exceptions import BASE_EXCEPTIONS
from ...language import Language
from ...attrs import LANG
from ...util import update_exc
class IrishDefaults(Language.Defaults):
lex_attr_getters = dict(Language.Defaults.lex_attr_getters)
lex_attr_getters[LANG] = lambda text: 'ga'
tokenizer_exceptions = update_exc(BASE_EXCEPTIONS, TOKENIZER_EXCEPTIONS)
stop_words = set(STOP_WORDS)
class Irish(Language):
lang = 'ga'
Defaults = IrishDefaults
__all__ = ['Irish']

View File

@ -0,0 +1,33 @@
# coding: utf8
from __future__ import unicode_literals
class IrishMorph:
consonants = ['b', 'c', 'd', 'f', 'g', 'h', 'j', 'k', 'l', 'm', 'n', 'p', 'q', 'r', 's', 't', 'v', 'w', 'x', 'z']
broad_vowels = ['a', 'á', 'o', 'ó', 'u', 'ú']
slender_vowels = ['e', 'é', 'i', 'í']
vowels = broad_vowels + slender_vowels
def ends_dentals(word):
if word != "" and word[-1] in ['d', 'n', 't', 's']:
return True
else:
return False
def devoice(word):
if len(word) > 2 and word[-2] == 's' and word[-1] == 'd':
return word[:-1] + 't'
else:
return word
def ends_with_vowel(word):
return word != "" and word[-1] in vowels
def starts_with_vowel(word):
return word != "" and word[0] in vowels
def deduplicate(word):
if len(word) > 2 and word[-2] == word[-1] and word[-1] in consonants:
return word[:-1]
else:
return word

View File

@ -0,0 +1,45 @@
# encoding: utf8
from __future__ import unicode_literals
STOP_WORDS = set("""
a ach ag agus an aon ar arna as
ba beirt bhúr
caoga ceathair ceathrar chomh chuig chun cois céad cúig cúigear
daichead dar de deich deichniúr den dhá do don dtí dár
faoi faoin faoina faoinár fara fiche
gach gan go gur
haon hocht
i iad idir in ina ins inár is
le leis lena lenár
mar mo muid
na nach naoi naonúr níor nócha
ocht ochtar ochtó os
roimh
sa seacht seachtar seachtó seasca seisear siad sibh sinn sna
tar thar thú triúr trí trína trínár tríocha
um
ár
é éis
í
ó ón óna ónár
""".split())

368
spacy/lang/ga/tag_map.py Normal file
View File

@ -0,0 +1,368 @@
# coding: utf8
from __future__ import unicode_literals
TAG_MAP = {
"ADJ__Case=Gen|Form=Len|Gender=Masc|Number=Sing": {"pos": "ADJ", "Case": "gen", "Gender": "masc", "Number": "sing", "Other": {"Form": "len"}},
"ADJ__Case=Gen|Gender=Fem|Number=Sing": {"pos": "ADJ", "Case": "gen", "Gender": "fem", "Number": "sing"},
"ADJ__Case=Gen|Gender=Masc|Number=Sing": {"pos": "ADJ", "Case": "gen", "Gender": "masc", "Number": "sing"},
"ADJ__Case=Gen|NounType=Strong|Number=Plur": {"pos": "ADJ", "Case": "gen", "Number": "plur", "Other": {"NounType": "strong"}},
"ADJ__Case=Gen|NounType=Weak|Number=Plur": {"pos": "ADJ", "Case": "gen", "Number": "plur", "Other": {"NounType": "weak"}},
"ADJ__Case=NomAcc|Form=Len|Gender=Fem|Number=Sing": {"pos": "ADJ", "Case": "nom|acc", "Gender": "fem", "Number": "sing", "Other": {"Form": "len"}},
"ADJ__Case=NomAcc|Form=Len|Gender=Masc|Number=Sing": {"pos": "ADJ", "Case": "nom|acc", "Gender": "masc", "Number": "sing", "Other": {"Form": "len"}},
"ADJ__Case=NomAcc|Gender=Fem|Number=Plur": {"pos": "ADJ", "Case": "nom|acc", "Gender": "fem", "Number": "plur"},
"ADJ__Case=NomAcc|Gender=Fem|Number=Sing": {"pos": "ADJ", "Case": "nom|acc", "Gender": "fem", "Number": "sing"},
"ADJ__Case=NomAcc|Gender=Masc|Number=Plur": {"pos": "ADJ", "Case": "nom|acc", "Gender": "masc", "Number": "plur"},
"ADJ__Case=NomAcc|Gender=Masc|Number=Sing": {"pos": "ADJ", "Case": "nom|acc", "Gender": "masc", "Number": "sing"},
"ADJ__Case=NomAcc|NounType=NotSlender|Number=Plur": {"pos": "ADJ", "Case": "nom|acc", "Number": "plur", "Other": {"NounType": "notslender"}},
"ADJ__Case=NomAcc|NounType=Slender|Number=Plur": {"pos": "ADJ", "Case": "nom|acc", "Number": "plur", "Other": {"NounType": "slender"}},
"ADJ__Degree=Cmp,Sup|Form=Len": {"pos": "ADJ", "Degree": "cmp|sup", "Other": {"Form": "len"}},
"ADJ__Degree=Cmp,Sup": {"pos": "ADJ", "Degree": "cmp|sup"},
"ADJ__Degree=Pos|Form=Ecl": {"pos": "ADJ", "Degree": "pos", "Other": {"Form": "ecl"}},
"ADJ__Degree=Pos|Form=HPref": {"pos": "ADJ", "Degree": "pos", "Other": {"Form": "hpref"}},
"ADJ__Degree=Pos|Form=Len": {"pos": "ADJ", "Degree": "pos", "Other": {"Form": "len"}},
"ADJ__Degree=Pos": {"pos": "ADJ", "Degree": "pos"},
"ADJ__Foreign=Yes": {"pos": "ADJ", "Foreign": "yes"},
"ADJ__Form=Len|VerbForm=Part": {"pos": "ADJ", "VerbForm": "part", "Other": {"Form": "len"}},
"ADJ__Gender=Masc|Number=Sing|PartType=Voc": {"pos": "ADJ", "Gender": "masc", "Number": "sing", "Case": "voc"},
"ADJ__Gender=Masc|Number=Sing|Case=Voc": {"pos": "ADJ", "Gender": "masc", "Number": "sing", "Case": "voc"},
"ADJ__Number=Plur|PartType=Voc": {"pos": "ADJ", "Number": "plur", "Case": "voc"},
"ADJ__Number=Plur|Case=Voc": {"pos": "ADJ", "Number": "plur", "Case": "voc"},
"ADJ__Number=Plur": {"pos": "ADJ", "Number": "plur"},
"ADJ___": {"pos": "ADJ"},
"ADJ__VerbForm=Part": {"pos": "ADJ", "VerbForm": "part"},
"ADP__Foreign=Yes": {"pos": "ADP", "Foreign": "yes"},
"ADP__Form=Len|Number=Plur|Person=1": {"pos": "ADP", "Number": "plur", "Person": 1, "Other": {"Form": "len"}},
"ADP__Form=Len|Number=Plur|Person=3": {"pos": "ADP", "Number": "plur", "Person": 3, "Other": {"Form": "len"}},
"ADP__Form=Len|Number=Sing|Person=1": {"pos": "ADP", "Number": "sing", "Person": 1, "Other": {"Form": "len"}},
"ADP__Gender=Fem|Number=Sing|Person=3": {"pos": "ADP", "Gender": "fem", "Number": "sing", "Person": 3},
"ADP__Gender=Fem|Number=Sing|Person=3|Poss=Yes": {"pos": "ADP", "Gender": "fem", "Number": "sing", "Person": 3, "Poss": "yes"},
"ADP__Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Prs": {"pos": "ADP", "Gender": "fem", "Number": "sing", "Person": 3, "Poss": "yes", "PronType": "prs"},
"ADP__Gender=Masc|Number=Sing|Person=3": {"pos": "ADP", "Gender": "masc", "Number": "sing", "Person": 3},
"ADP__Gender=Masc|Number=Sing|Person=3|Poss=Yes": {"pos": "ADP", "Gender": "masc", "Number": "sing", "Person": 3, "Poss": "yes"},
"ADP__Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs": {"pos": "ADP", "Gender": "masc", "Number": "sing", "Person": 3, "Poss": "yes", "PronType": "prs"},
"ADP__Gender=Masc|Number=Sing|Person=3|PronType=Emp": {"pos": "ADP", "Gender": "masc", "Number": "sing", "Person": 3, "PronType": "emp"},
"ADP__Number=Plur|Person=1": {"pos": "ADP", "Number": "plur", "Person": 1},
"ADP__Number=Plur|Person=1|Poss=Yes": {"pos": "ADP", "Number": "plur", "Person": 1, "Poss": "yes"},
"ADP__Number=Plur|Person=1|PronType=Emp": {"pos": "ADP", "Number": "plur", "Person": 1, "PronType": "emp"},
"ADP__Number=Plur|Person=2": {"pos": "ADP", "Number": "plur", "Person": 2},
"ADP__Number=Plur|Person=3": {"pos": "ADP", "Number": "plur", "Person": 3},
"ADP__Number=Plur|Person=3|Poss=Yes": {"pos": "ADP", "Number": "plur", "Person": 3, "Poss": "yes"},
"ADP__Number=Plur|Person=3|Poss=Yes|PronType=Prs": {"pos": "ADP", "Number": "plur", "Person": 3, "Poss": "yes", "PronType": "prs"},
"ADP__Number=Plur|Person=3|PronType=Emp": {"pos": "ADP", "Number": "plur", "Person": 3, "PronType": "emp"},
"ADP__Number=Plur|PronType=Art": {"pos": "ADP", "Number": "plur", "PronType": "art"},
"ADP__Number=Sing|Person=1": {"pos": "ADP", "Number": "sing", "Person": 1},
"ADP__Number=Sing|Person=1|Poss=Yes": {"pos": "ADP", "Number": "sing", "Person": 1, "Poss": "yes"},
"ADP__Number=Sing|Person=1|PronType=Emp": {"pos": "ADP", "Number": "sing", "Person": 1, "PronType": "emp"},
"ADP__Number=Sing|Person=2": {"pos": "ADP", "Number": "sing", "Person": 2},
"ADP__Number=Sing|Person=3": {"pos": "ADP", "Number": "sing", "Person": 3},
"ADP__Number=Sing|PronType=Art": {"pos": "ADP", "Number": "sing", "PronType": "art"},
"ADP__Person=3|Poss=Yes": {"pos": "ADP", "Person": 3, "Poss": "yes"},
"ADP___": {"pos": "ADP"},
"ADP__Poss=Yes": {"pos": "ADP", "Poss": "yes"},
"ADP__PrepForm=Cmpd": {"pos": "ADP", "Other": {"PrepForm": "cmpd"}},
"ADP__PronType=Art": {"pos": "ADP", "PronType": "art"},
"ADV__Form=Len": {"pos": "ADV", "Other": {"Form": "len"}},
"ADV___": {"pos": "ADV"},
"ADV__PronType=Int": {"pos": "ADV", "PronType": "int"},
"AUX__Form=VF|Polarity=Neg|PronType=Rel|Tense=Past|VerbForm=Cop": {"pos": "AUX", "Polarity": "neg", "PronType": "rel", "Tense": "past", "Other": {"Form": "vf", "VerbForm": "cop"}},
"AUX__Form=VF|Polarity=Neg|Tense=Past|VerbForm=Cop": {"pos": "AUX", "Polarity": "neg", "Tense": "past", "Other": {"Form": "vf", "VerbForm": "cop"}},
"AUX__Form=VF|PronType=Rel|Tense=Past|VerbForm=Cop": {"pos": "AUX", "PronType": "rel", "Tense": "past", "Other": {"Form": "vf", "VerbForm": "cop"}},
"AUX__Form=VF|Tense=Past|VerbForm=Cop": {"pos": "AUX", "Tense": "past", "Other": {"Form": "vf", "VerbForm": "cop"}},
"AUX__Form=VF|Tense=Pres|VerbForm=Cop": {"pos": "AUX", "Tense": "pres", "Other": {"Form": "vf", "VerbForm": "cop"}},
"AUX__Gender=Masc|Number=Sing|Person=3|VerbForm=Cop": {"pos": "AUX", "Gender": "masc", "Number": "sing", "Person": 3, "Other": {"VerbForm": "cop"}},
"AUX__Mood=Int|Number=Sing|PronType=Art|VerbForm=Cop": {"pos": "AUX", "Number": "sing", "PronType": "art", "Other": {"Mood": "int", "VerbForm": "cop"}},
"AUX__Mood=Int|Polarity=Neg|Tense=Past|VerbForm=Cop": {"pos": "AUX", "Polarity": "neg", "Tense": "past", "Other": {"Mood": "int", "VerbForm": "cop"}},
"AUX__Mood=Int|Polarity=Neg|Tense=Pres|VerbForm=Cop": {"pos": "AUX", "Polarity": "neg", "Tense": "pres", "Other": {"Mood": "int", "VerbForm": "cop"}},
"AUX__Mood=Int|Tense=Pres|VerbForm=Cop": {"pos": "AUX", "Tense": "pres", "Other": {"Mood": "int", "VerbForm": "cop"}},
"AUX__PartType=Comp|Tense=Past|VerbForm=Cop": {"pos": "AUX", "Tense": "past", "Other": {"PartType": "comp", "VerbForm": "cop"}},
"AUX__Polarity=Neg|PronType=Rel|Tense=Past|VerbForm=Cop": {"pos": "AUX", "Polarity": "neg", "PronType": "rel", "Tense": "past", "Other": {"VerbForm": "cop"}},
"AUX__Polarity=Neg|PronType=Rel|Tense=Pres|VerbForm=Cop": {"pos": "AUX", "Polarity": "neg", "PronType": "rel", "Tense": "pres", "Other": {"VerbForm": "cop"}},
"AUX__Polarity=Neg|Tense=Past|VerbForm=Cop": {"pos": "AUX", "Polarity": "neg", "Tense": "past", "Other": {"VerbForm": "cop"}},
"AUX__Polarity=Neg|Tense=Pres|VerbForm=Cop": {"pos": "AUX", "Polarity": "neg", "Tense": "pres", "Other": {"VerbForm": "cop"}},
"AUX___": {"pos": "AUX"},
"AUX__PronType=Dem|VerbForm=Cop": {"pos": "AUX", "PronType": "dem", "Other": {"VerbForm": "cop"}},
"AUX__PronType=Rel|Tense=Past|VerbForm=Cop": {"pos": "AUX", "PronType": "rel", "Tense": "past", "Other": {"VerbForm": "cop"}},
"AUX__PronType=Rel|Tense=Pres|VerbForm=Cop": {"pos": "AUX", "PronType": "rel", "Tense": "pres", "Other": {"VerbForm": "cop"}},
"AUX__Tense=Past|VerbForm=Cop": {"pos": "AUX", "Tense": "past", "Other": {"VerbForm": "cop"}},
"AUX__Tense=Pres|VerbForm=Cop": {"pos": "AUX", "Tense": "pres", "Other": {"VerbForm": "cop"}},
"AUX__VerbForm=Cop": {"pos": "AUX", "Other": {"VerbForm": "cop"}},
"CCONJ___": {"pos": "CCONJ"},
"DET__Case=Gen|Definite=Def|Gender=Fem|Number=Sing|PronType=Art": {"pos": "DET", "Case": "gen", "Definite": "def", "Gender": "fem", "Number": "sing", "PronType": "art"},
"DET__Definite=Def|Form=Ecl": {"pos": "DET", "Definite": "def", "Other": {"Form": "ecl"}},
"DET__Definite=Def|Gender=Fem|Number=Sing|PronType=Art": {"pos": "DET", "Definite": "def", "Gender": "fem", "Number": "sing", "PronType": "art"},
"DET__Definite=Def|Number=Plur|PronType=Art": {"pos": "DET", "Definite": "def", "Number": "plur", "PronType": "art"},
"DET__Definite=Def|Number=Sing|PronType=Art": {"pos": "DET", "Definite": "def", "Number": "sing", "PronType": "art"},
"DET__Definite=Def": {"pos": "DET", "Definite": "def"},
"DET__Form=HPref|PronType=Ind": {"pos": "DET", "PronType": "ind", "Other": {"Form": "hpref"}},
"DET__Gender=Fem|Number=Sing|Person=3|Poss=Yes": {"pos": "DET", "Gender": "fem", "Number": "sing", "Person": 3, "Poss": "yes"},
"DET__Gender=Masc|Number=Sing|Person=3|Poss=Yes": {"pos": "DET", "Gender": "masc", "Number": "sing", "Person": 3, "Poss": "yes"},
"DET__Number=Plur|Person=1|Poss=Yes": {"pos": "DET", "Number": "plur", "Person": 1, "Poss": "yes"},
"DET__Number=Plur|Person=3|Poss=Yes": {"pos": "DET", "Number": "plur", "Person": 3, "Poss": "yes"},
"DET__Number=Sing|Person=1|Poss=Yes": {"pos": "DET", "Number": "sing", "Person": 1, "Poss": "yes"},
"DET__Number=Sing|Person=2|Poss=Yes": {"pos": "DET", "Number": "sing", "Person": 2, "Poss": "yes"},
"DET__Number=Sing|PronType=Int": {"pos": "DET", "Number": "sing", "PronType": "int"},
"DET___": {"pos": "DET"},
"DET__PronType=Dem": {"pos": "DET", "PronType": "dem"},
"DET__PronType=Ind": {"pos": "DET", "PronType": "ind"},
"NOUN__Case=Dat|Definite=Ind|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "dat", "Definite": "ind", "Gender": "fem", "Number": "sing"},
"NOUN__Case=Dat|Form=Ecl|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "dat", "Gender": "fem", "Number": "sing", "Other": {"Form": "ecl"}},
"NOUN__Case=Dat|Form=Len|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "dat", "Gender": "fem", "Number": "sing", "Other": {"Form": "len"}},
"NOUN__Case=Dat|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "dat", "Gender": "fem", "Number": "sing"},
"NOUN__Case=Dat|Gender=Masc|Number=Sing": {"pos": "NOUN", "Case": "dat", "Gender": "masc", "Number": "sing"},
"NOUN__Case=Gen|Definite=Def|Gender=Fem|NounType=Strong|Number=Plur": {"pos": "NOUN", "Case": "gen", "Definite": "def", "Gender": "fem", "Number": "plur", "Other": {"NounType": "strong"}},
"NOUN__Case=Gen|Definite=Def|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "gen", "Definite": "def", "Gender": "fem", "Number": "sing"},
"NOUN__Case=Gen|Definite=Def|Gender=Masc|NounType=Strong|Number=Plur": {"pos": "NOUN", "Case": "gen", "Definite": "def", "Gender": "masc", "Number": "plur", "Other": {"NounType": "strong"}},
"NOUN__Case=Gen|Definite=Def|Gender=Masc|NounType=Weak|Number=Plur": {"pos": "NOUN", "Case": "gen", "Definite": "def", "Gender": "masc", "Number": "plur", "Other": {"NounType": "weak"}},
"NOUN__Case=Gen|Definite=Def|Gender=Masc|Number=Sing": {"pos": "NOUN", "Case": "gen", "Definite": "def", "Gender": "masc", "Number": "sing"},
"NOUN__Case=Gen|Definite=Ind|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "gen", "Definite": "ind", "Gender": "fem", "Number": "sing"},
"NOUN__Case=Gen|Form=Ecl|Gender=Fem|NounType=Strong|Number=Plur": {"pos": "NOUN", "Case": "gen", "Gender": "fem", "Number": "plur", "Other": {"Form": "ecl", "NounType": "strong"}},
"NOUN__Case=Gen|Form=Ecl|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "gen", "Gender": "fem", "Number": "sing", "Other": {"Form": "ecl"}},
"NOUN__Case=Gen|Form=Ecl|Gender=Masc|NounType=Strong|Number=Plur": {"pos": "NOUN", "Case": "gen", "Gender": "masc", "Number": "plur", "Other": {"Form": "ecl", "NounType": "strong"}},
"NOUN__Case=Gen|Form=Ecl|Gender=Masc|NounType=Weak|Number=Plur": {"pos": "NOUN", "Case": "gen", "Gender": "masc", "Number": "plur", "Other": {"Form": "ecl", "NounType": "weak"}},
"NOUN__Case=Gen|Form=Ecl|Gender=Masc|Number=Sing": {"pos": "NOUN", "Case": "gen", "Gender": "masc", "Number": "sing", "Other": {"Form": "ecl"}},
"NOUN__Case=Gen|Form=HPref|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "gen", "Gender": "fem", "Number": "sing", "Other": {"Form": "hpref"}},
"NOUN__Case=Gen|Form=Len|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "gen", "Gender": "fem", "Number": "sing", "Other": {"Form": "len"}},
"NOUN__Case=Gen|Form=Len|Gender=Masc|NounType=Strong|Number=Plur": {"pos": "NOUN", "Case": "gen", "Gender": "masc", "Number": "plur", "Other": {"Form": "len", "NounType": "strong"}},
"NOUN__Case=Gen|Form=Len|Gender=Masc|NounType=Weak|Number=Plur": {"pos": "NOUN", "Case": "gen", "Gender": "masc", "Number": "plur", "Other": {"Form": "len", "NounType": "weak"}},
"NOUN__Case=Gen|Form=Len|Gender=Masc|Number=Sing": {"pos": "NOUN", "Case": "gen", "Gender": "masc", "Number": "sing", "Other": {"Form": "len"}},
"NOUN__Case=Gen|Form=Len|VerbForm=Inf": {"pos": "NOUN", "Case": "gen", "VerbForm": "inf", "Other": {"Form": "len"}},
"NOUN__Case=Gen|Gender=Fem|NounType=Strong|Number=Plur": {"pos": "NOUN", "Case": "gen", "Gender": "fem", "Number": "plur", "Other": {"NounType": "strong"}},
"NOUN__Case=Gen|Gender=Fem|NounType=Weak|Number=Plur": {"pos": "NOUN", "Case": "gen", "Gender": "fem", "Number": "plur", "Other": {"NounType": "weak"}},
"NOUN__Case=Gen|Gender=Fem|Number=Plur": {"pos": "NOUN", "Case": "gen", "Gender": "fem", "Number": "plur"},
"NOUN__Case=Gen|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "gen", "Gender": "fem", "Number": "sing"},
"NOUN__Case=Gen|Gender=Masc|NounType=Strong|Number=Plur": {"pos": "NOUN", "Case": "gen", "Gender": "masc", "Number": "plur", "Other": {"NounType": "strong"}},
"NOUN__Case=Gen|Gender=Masc|NounType=Weak|Number=Plur": {"pos": "NOUN", "Case": "gen", "Gender": "masc", "Number": "plur", "Other": {"NounType": "weak"}},
"NOUN__Case=Gen|Gender=Masc|Number=Plur": {"pos": "NOUN", "Case": "gen", "Gender": "masc", "Number": "plur"},
"NOUN__Case=Gen|Gender=Masc|Number=Sing": {"pos": "NOUN", "Case": "gen", "Gender": "masc", "Number": "sing"},
"NOUN__Case=Gen|Number=Sing": {"pos": "NOUN", "Case": "gen", "Number": "sing"},
"NOUN__Case=Gen|VerbForm=Inf": {"pos": "NOUN", "Case": "gen", "VerbForm": "inf"},
"NOUN__Case=NomAcc|Definite=Def|Gender=Fem|Number=Plur": {"pos": "NOUN", "Case": "nom|acc", "Definite": "def", "Gender": "fem", "Number": "plur"},
"NOUN__Case=NomAcc|Definite=Def|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "nom|acc", "Definite": "def", "Gender": "fem", "Number": "sing"},
"NOUN__Case=NomAcc|Definite=Def|Gender=Fem": {"pos": "NOUN", "Case": "nom|acc", "Definite": "def", "Gender": "fem"},
"NOUN__Case=NomAcc|Definite=Def|Gender=Masc|Number=Plur": {"pos": "NOUN", "Case": "nom|acc", "Definite": "def", "Gender": "masc", "Number": "plur"},
"NOUN__Case=NomAcc|Definite=Def|Gender=Masc|Number=Sing": {"pos": "NOUN", "Case": "nom|acc", "Definite": "def", "Gender": "masc", "Number": "sing"},
"NOUN__Case=NomAcc|Definite=Ind|Gender=Masc|Number=Plur": {"pos": "NOUN", "Case": "nom|acc", "Definite": "ind", "Gender": "masc", "Number": "plur"},
"NOUN__Case=NomAcc|Form=Ecl|Gender=Fem|Number=Plur": {"pos": "NOUN", "Case": "nom|acc", "Gender": "fem", "Number": "plur", "Other": {"Form": "ecl"}},
"NOUN__Case=NomAcc|Form=Ecl|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "nom|acc", "Gender": "fem", "Number": "sing", "Other": {"Form": "ecl"}},
"NOUN__Case=NomAcc|Form=Ecl|Gender=Masc|Number=Plur": {"pos": "NOUN", "Case": "nom|acc", "Gender": "masc", "Number": "plur", "Other": {"Form": "ecl"}},
"NOUN__Case=NomAcc|Form=Ecl|Gender=Masc|Number=Sing": {"pos": "NOUN", "Case": "nom|acc", "Gender": "masc", "Number": "sing", "Other": {"Form": "ecl"}},
"NOUN__Case=NomAcc|Form=Emp|Gender=Masc|Number=Sing": {"pos": "NOUN", "Case": "nom|acc", "Gender": "masc", "Number": "sing", "Other": {"Form": "emp"}},
"NOUN__Case=NomAcc|Form=HPref|Gender=Fem|Number=Plur": {"pos": "NOUN", "Case": "nom|acc", "Gender": "fem", "Number": "plur", "Other": {"Form": "hpref"}},
"NOUN__Case=NomAcc|Form=HPref|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "nom|acc", "Gender": "fem", "Number": "sing", "Other": {"Form": "hpref"}},
"NOUN__Case=NomAcc|Form=HPref|Gender=Masc|Number=Plur": {"pos": "NOUN", "Case": "nom|acc", "Gender": "masc", "Number": "plur", "Other": {"Form": "hpref"}},
"NOUN__Case=NomAcc|Form=HPref|Gender=Masc|Number=Sing": {"pos": "NOUN", "Case": "nom|acc", "Gender": "masc", "Number": "sing", "Other": {"Form": "hpref"}},
"NOUN__Case=NomAcc|Form=Len|Gender=Fem|Number=Plur": {"pos": "NOUN", "Case": "nom|acc", "Gender": "fem", "Number": "plur", "Other": {"Form": "len"}},
"NOUN__Case=NomAcc|Form=Len|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "nom|acc", "Gender": "fem", "Number": "sing", "Other": {"Form": "len"}},
"NOUN__Case=NomAcc|Form=Len|Gender=Masc|Number=Plur": {"pos": "NOUN", "Case": "nom|acc", "Gender": "masc", "Number": "plur", "Other": {"Form": "len"}},
"NOUN__Case=NomAcc|Form=Len|Gender=Masc|Number=Sing": {"pos": "NOUN", "Case": "nom|acc", "Gender": "masc", "Number": "sing", "Other": {"Form": "len"}},
"NOUN__Case=NomAcc|Gender=Fem|Number=Plur": {"pos": "NOUN", "Case": "nom|acc", "Gender": "fem", "Number": "plur"},
"NOUN__Case=NomAcc|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "nom|acc", "Gender": "fem", "Number": "sing"},
"NOUN__Case=NomAcc|Gender=Masc|Number=Plur": {"pos": "NOUN", "Case": "nom|acc", "Gender": "masc", "Number": "plur"},
"NOUN__Case=NomAcc|Gender=Masc|Number=Sing": {"pos": "NOUN", "Case": "nom|acc", "Gender": "masc", "Number": "sing"},
"NOUN__Case=Voc|Definite=Def|Gender=Masc|Number=Plur": {"pos": "NOUN", "Case": "voc", "Definite": "def", "Gender": "masc", "Number": "plur"},
"NOUN__Case=Voc|Form=Len|Gender=Fem|Number=Sing": {"pos": "NOUN", "Case": "voc", "Gender": "fem", "Number": "sing", "Other": {"Form": "len"}},
"NOUN__Case=Voc|Form=Len|Gender=Masc|Number=Plur": {"pos": "NOUN", "Case": "voc", "Gender": "masc", "Number": "plur", "Other": {"Form": "len"}},
"NOUN__Case=Voc|Form=Len|Gender=Masc|Number=Sing": {"pos": "NOUN", "Case": "voc", "Gender": "masc", "Number": "sing", "Other": {"Form": "len"}},
"NOUN__Case=Voc|Gender=Masc|Number=Sing": {"pos": "NOUN", "Case": "voc", "Gender": "masc", "Number": "sing"},
"NOUN__Degree=Pos": {"pos": "NOUN", "Degree": "pos"},
"NOUN__Foreign=Yes": {"pos": "NOUN", "Foreign": "yes"},
"NOUN__Form=Ecl|Number=Sing": {"pos": "NOUN", "Number": "sing", "Other": {"Form": "ecl"}},
"NOUN__Form=Ecl|VerbForm=Inf": {"pos": "NOUN", "VerbForm": "inf", "Other": {"Form": "ecl"}},
"NOUN__Form=Ecl|VerbForm=Vnoun": {"pos": "NOUN", "VerbForm": "vnoun", "Other": {"Form": "ecl"}},
"NOUN__Form=HPref|VerbForm=Inf": {"pos": "NOUN", "VerbForm": "inf", "Other": {"Form": "hpref"}},
"NOUN__Form=Len|Number=Sing": {"pos": "NOUN", "Number": "sing", "Other": {"Form": "len"}},
"NOUN__Form=Len|VerbForm=Inf": {"pos": "NOUN", "VerbForm": "inf", "Other": {"Form": "len"}},
"NOUN__Gender=Fem|Number=Sing": {"pos": "NOUN", "Gender": "fem", "Number": "sing"},
"NOUN__Number=Sing|PartType=Comp": {"pos": "NOUN", "Number": "sing", "Other": {"PartType": "comp"}},
"NOUN__Number=Sing": {"pos": "NOUN", "Number": "sing"},
"NOUN___": {"pos": "NOUN"},
"NOUN__Reflex=Yes": {"pos": "NOUN", "Reflex": "yes"},
"NOUN__VerbForm=Inf": {"pos": "NOUN", "VerbForm": "inf"},
"NOUN__VerbForm=Vnoun": {"pos": "NOUN", "VerbForm": "vnoun"},
"NUM__Definite=Def|NumType=Card": {"pos": "NUM", "Definite": "def", "NumType": "card"},
"NUM__Form=Ecl|NumType=Card": {"pos": "NUM", "NumType": "card", "Other": {"Form": "ecl"}},
"NUM__Form=Ecl|NumType=Ord": {"pos": "NUM", "NumType": "ord", "Other": {"Form": "ecl"}},
"NUM__Form=HPref|NumType=Card": {"pos": "NUM", "NumType": "card", "Other": {"Form": "hpref"}},
"NUM__Form=Len|NumType=Card": {"pos": "NUM", "NumType": "card", "Other": {"Form": "len"}},
"NUM__Form=Len|NumType=Ord": {"pos": "NUM", "NumType": "ord", "Other": {"Form": "len"}},
"NUM__NumType=Card": {"pos": "NUM", "NumType": "card"},
"NUM__NumType=Ord": {"pos": "NUM", "NumType": "ord"},
"NUM___": {"pos": "NUM"},
"PART__Form=Ecl|PartType=Vb|PronType=Rel": {"pos": "PART", "PronType": "rel", "Other": {"Form": "ecl", "PartType": "vb"}},
"PART__Mood=Imp|PartType=Vb|Polarity=Neg": {"pos": "PART", "Mood": "imp", "Polarity": "neg", "Other": {"PartType": "vb"}},
"PART__Mood=Imp|PartType=Vb": {"pos": "PART", "Mood": "imp", "Other": {"PartType": "vb"}},
"PART__Mood=Int|PartType=Vb|Polarity=Neg": {"pos": "PART", "Polarity": "neg", "Other": {"Mood": "int", "PartType": "vb"}},
"PART__PartType=Ad": {"pos": "PART", "Other": {"PartType": "ad"}},
"PART__PartType=Cmpl|Polarity=Neg": {"pos": "PART", "Polarity": "neg", "Other": {"PartType": "cmpl"}},
"PART__PartType=Cmpl|Polarity=Neg|Tense=Past": {"pos": "PART", "Polarity": "neg", "Tense": "past", "Other": {"PartType": "cmpl"}},
"PART__PartType=Cmpl": {"pos": "PART", "Other": {"PartType": "cmpl"}},
"PART__PartType=Comp": {"pos": "PART", "Other": {"PartType": "comp"}},
"PART__PartType=Cop|PronType=Rel": {"pos": "PART", "PronType": "rel", "Other": {"PartType": "cop"}},
"PART__PartType=Deg": {"pos": "PART", "Other": {"PartType": "deg"}},
"PART__PartType=Inf": {"pos": "PART", "PartType": "inf"},
"PART__PartType=Num": {"pos": "PART", "Other": {"PartType": "num"}},
"PART__PartType=Pat": {"pos": "PART", "Other": {"PartType": "pat"}},
"PART__PartType=Vb|Polarity=Neg": {"pos": "PART", "Polarity": "neg", "Other": {"PartType": "vb"}},
"PART__PartType=Vb|Polarity=Neg|PronType=Rel": {"pos": "PART", "Polarity": "neg", "PronType": "rel", "Other": {"PartType": "vb"}},
"PART__PartType=Vb|Polarity=Neg|PronType=Rel|Tense=Past": {"pos": "PART", "Polarity": "neg", "PronType": "rel", "Tense": "past", "Other": {"PartType": "vb"}},
"PART__PartType=Vb|Polarity=Neg|Tense=Past": {"pos": "PART", "Polarity": "neg", "Tense": "past", "Other": {"PartType": "vb"}},
"PART__PartType=Vb": {"pos": "PART", "Other": {"PartType": "vb"}},
"PART__PartType=Vb|PronType=Rel": {"pos": "PART", "PronType": "rel", "Other": {"PartType": "vb"}},
"PART__PartType=Vb|PronType=Rel|Tense=Past": {"pos": "PART", "PronType": "rel", "Tense": "past", "Other": {"PartType": "vb"}},
"PART__PartType=Vb|Tense=Past": {"pos": "PART", "Tense": "past", "Other": {"PartType": "vb"}},
"PART__PartType=Voc": {"pos": "PART", "Other": {"PartType": "voc"}},
"PART___": {"pos": "PART"},
"PART__PronType=Rel": {"pos": "PART", "PronType": "rel"},
"PRON__Form=Len|Number=Sing|Person=2": {"pos": "PRON", "Number": "sing", "Person": 2, "Other": {"Form": "len"}},
"PRON__Form=Len|PronType=Ind": {"pos": "PRON", "PronType": "ind", "Other": {"Form": "len"}},
"PRON__Gender=Fem|Number=Sing|Person=3": {"pos": "PRON", "Gender": "fem", "Number": "sing", "Person": 3},
"PRON__Gender=Masc|Number=Sing|Person=3": {"pos": "PRON", "Gender": "masc", "Number": "sing", "Person": 3},
"PRON__Gender=Masc|Number=Sing|Person=3|PronType=Emp": {"pos": "PRON", "Gender": "masc", "Number": "sing", "Person": 3, "PronType": "emp"},
"PRON__Gender=Masc|Person=3": {"pos": "PRON", "Gender": "masc", "Person": 3},
"PRON__Number=Plur|Person=1": {"pos": "PRON", "Number": "plur", "Person": 1},
"PRON__Number=Plur|Person=1|PronType=Emp": {"pos": "PRON", "Number": "plur", "Person": 1, "PronType": "emp"},
"PRON__Number=Plur|Person=2": {"pos": "PRON", "Number": "plur", "Person": 2},
"PRON__Number=Plur|Person=3": {"pos": "PRON", "Number": "plur", "Person": 3},
"PRON__Number=Plur|Person=3|PronType=Emp": {"pos": "PRON", "Number": "plur", "Person": 3, "PronType": "emp"},
"PRON__Number=Sing|Person=1": {"pos": "PRON", "Number": "sing", "Person": 1},
"PRON__Number=Sing|Person=1|PronType=Emp": {"pos": "PRON", "Number": "sing", "Person": 1, "PronType": "emp"},
"PRON__Number=Sing|Person=2": {"pos": "PRON", "Number": "sing", "Person": 2},
"PRON__Number=Sing|Person=2|PronType=Emp": {"pos": "PRON", "Number": "sing", "Person": 2, "PronType": "emp"},
"PRON__Number=Sing|Person=3": {"pos": "PRON", "Number": "sing", "Person": 3},
"PRON__Number=Sing|PronType=Int": {"pos": "PRON", "Number": "sing", "PronType": "int"},
"PRON__PronType=Dem": {"pos": "PRON", "PronType": "dem"},
"PRON__PronType=Ind": {"pos": "PRON", "PronType": "ind"},
"PRON__PronType=Int": {"pos": "PRON", "PronType": "int"},
"PRON__Reflex=Yes": {"pos": "PRON", "Reflex": "yes"},
"PROPN__Abbr=Yes": {"pos": "PROPN", "Other": {"Abbr": "yes"}},
"PROPN__Case=Dat|Gender=Fem|Number=Sing": {"pos": "PROPN", "Case": "dat", "Gender": "fem", "Number": "sing"},
"PROPN__Case=Gen|Definite=Def|Gender=Fem|Number=Sing": {"pos": "PROPN", "Case": "gen", "Definite": "def", "Gender": "fem", "Number": "sing"},
"PROPN__Case=Gen|Form=Ecl|Gender=Fem|Number=Plur": {"pos": "PROPN", "Case": "gen", "Gender": "fem", "Number": "plur", "Other": {"Form": "ecl"}},
"PROPN__Case=Gen|Form=Ecl|Gender=Masc|Number=Plur": {"pos": "PROPN", "Case": "gen", "Gender": "masc", "Number": "plur", "Other": {"Form": "ecl"}},
"PROPN__Case=Gen|Form=HPref|Gender=Fem|Number=Sing": {"pos": "PROPN", "Case": "gen", "Gender": "fem", "Number": "sing", "Other": {"Form": "hpref"}},
"PROPN__Case=Gen|Form=Len|Gender=Fem|Number=Sing": {"pos": "PROPN", "Case": "gen", "Gender": "fem", "Number": "sing", "Other": {"Form": "len"}},
"PROPN__Case=Gen|Form=Len|Gender=Fem": {"pos": "PROPN", "Case": "gen", "Gender": "fem", "Other": {"Form": "len"}},
"PROPN__Case=Gen|Form=Len|Gender=Masc|Number=Sing": {"pos": "PROPN", "Case": "gen", "Gender": "masc", "Number": "sing", "Other": {"Form": "len"}},
"PROPN__Case=Gen|Form=Len|Gender=Masc": {"pos": "PROPN", "Case": "gen", "Gender": "masc", "Other": {"Form": "len"}},
"PROPN__Case=Gen|Gender=Fem|Number=Sing": {"pos": "PROPN", "Case": "gen", "Gender": "fem", "Number": "sing"},
"PROPN__Case=Gen|Gender=Fem": {"pos": "PROPN", "Case": "gen", "Gender": "fem"},
"PROPN__Case=Gen|Gender=Masc|NounType=Weak|Number=Plur": {"pos": "PROPN", "Case": "gen", "Gender": "masc", "Number": "plur", "Other": {"NounType": "weak"}},
"PROPN__Case=Gen|Gender=Masc|Number=Sing": {"pos": "PROPN", "Case": "gen", "Gender": "masc", "Number": "sing"},
"PROPN__Case=Gen|Gender=Masc": {"pos": "PROPN", "Case": "gen", "Gender": "masc"},
"PROPN__Case=NomAcc|Definite=Def|Gender=Fem|Number=Sing": {"pos": "PROPN", "Case": "nom|acc", "Definite": "def", "Gender": "fem", "Number": "sing"},
"PROPN__Case=NomAcc|Definite=Def|Gender=Masc|Number=Plur": {"pos": "PROPN", "Case": "nom|acc", "Definite": "def", "Gender": "masc", "Number": "plur"},
"PROPN__Case=NomAcc|Definite=Def|Gender=Masc|Number=Sing": {"pos": "PROPN", "Case": "nom|acc", "Definite": "def", "Gender": "masc", "Number": "sing"},
"PROPN__Case=NomAcc|Form=Ecl|Gender=Fem|Number=Sing": {"pos": "PROPN", "Case": "nom|acc", "Gender": "fem", "Number": "sing", "Other": {"Form": "ecl"}},
"PROPN__Case=NomAcc|Form=Ecl|Gender=Masc|Number=Sing": {"pos": "PROPN", "Case": "nom|acc", "Gender": "masc", "Number": "sing", "Other": {"Form": "ecl"}},
"PROPN__Case=NomAcc|Form=HPref|Gender=Masc|Number=Sing": {"pos": "PROPN", "Case": "nom|acc", "Gender": "masc", "Number": "sing", "Other": {"Form": "hpref"}},
"PROPN__Case=NomAcc|Form=Len|Gender=Fem|Number=Sing": {"pos": "PROPN", "Case": "nom|acc", "Gender": "fem", "Number": "sing", "Other": {"Form": "len"}},
"PROPN__Case=NomAcc|Form=Len|Gender=Masc|Number=Sing": {"pos": "PROPN", "Case": "nom|acc", "Gender": "masc", "Number": "sing", "Other": {"Form": "len"}},
"PROPN__Case=NomAcc|Gender=Fem|Number=Sing": {"pos": "PROPN", "Case": "nom|acc", "Gender": "fem", "Number": "sing"},
"PROPN__Case=NomAcc|Gender=Masc|Number=Plur": {"pos": "PROPN", "Case": "nom|acc", "Gender": "masc", "Number": "plur"},
"PROPN__Case=NomAcc|Gender=Masc|Number=Sing": {"pos": "PROPN", "Case": "nom|acc", "Gender": "masc", "Number": "sing"},
"PROPN__Case=NomAcc|Gender=Masc": {"pos": "PROPN", "Case": "nom|acc", "Gender": "masc"},
"PROPN__Case=Voc|Form=Len|Gender=Fem": {"pos": "PROPN", "Case": "voc", "Gender": "fem", "Other": {"Form": "len"}},
"PROPN__Case=Voc|Gender=Masc|Number=Sing": {"pos": "PROPN", "Case": "voc", "Gender": "masc", "Number": "sing"},
"PROPN__Gender=Masc|Number=Sing": {"pos": "PROPN", "Gender": "masc", "Number": "sing"},
"PROPN___": {"pos": "PROPN"},
"PUNCT___": {"pos": "PUNCT"},
"SCONJ___": {"pos": "SCONJ"},
"SCONJ__Tense=Past|VerbForm=Cop": {"pos": "SCONJ", "Tense": "past", "Other": {"VerbForm": "cop"}},
"SCONJ__VerbForm=Cop": {"pos": "SCONJ", "Other": {"VerbForm": "cop"}},
"SYM__Abbr=Yes": {"pos": "SYM", "Other": {"Abbr": "yes"}},
"VERB__Case=NomAcc|Gender=Masc|Mood=Ind|Number=Sing|Tense=Pres": {"pos": "VERB", "Case": "nom|acc", "Gender": "masc", "Mood": "ind", "Number": "sing", "Tense": "pres"},
"VERB__Dialect=Munster|Form=Len|Mood=Ind|Tense=Past": {"pos": "VERB", "Mood": "ind", "Tense": "past", "Other": {"Dialect": "munster", "Form": "len"}},
"VERB__Foreign=Yes": {"pos": "VERB", "Foreign": "yes"},
"VERB__Form=Ecl|Mood=Cnd|Number=Sing|Person=1": {"pos": "VERB", "Mood": "cnd", "Number": "sing", "Person": 1, "Other": {"Form": "ecl"}},
"VERB__Form=Ecl|Mood=Cnd|Polarity=Neg": {"pos": "VERB", "Mood": "cnd", "Polarity": "neg", "Other": {"Form": "ecl"}},
"VERB__Form=Ecl|Mood=Cnd": {"pos": "VERB", "Mood": "cnd", "Other": {"Form": "ecl"}},
"VERB__Form=Ecl|Mood=Cnd|Voice=Auto": {"pos": "VERB", "Mood": "cnd", "Other": {"Form": "ecl", "Voice": "auto"}},
"VERB__Form=Ecl|Mood=Imp|Number=Sing|Person=1|Tense=Past": {"pos": "VERB", "Mood": "imp", "Number": "sing", "Person": 1, "Tense": "past", "Other": {"Form": "ecl"}},
"VERB__Form=Ecl|Mood=Imp|Tense=Past": {"pos": "VERB", "Mood": "imp", "Tense": "past", "Other": {"Form": "ecl"}},
"VERB__Form=Ecl|Mood=Ind|Number=Plur|Person=1|Tense=Pres": {"pos": "VERB", "Mood": "ind", "Number": "plur", "Person": 1, "Tense": "pres", "Other": {"Form": "ecl"}},
"VERB__Form=Ecl|Mood=Ind|Number=Sing|Person=1|Tense=Past": {"pos": "VERB", "Mood": "ind", "Number": "sing", "Person": 1, "Tense": "past", "Other": {"Form": "ecl"}},
"VERB__Form=Ecl|Mood=Ind|Number=Sing|Person=1|Tense=Pres": {"pos": "VERB", "Mood": "ind", "Number": "sing", "Person": 1, "Tense": "pres", "Other": {"Form": "ecl"}},
"VERB__Form=Ecl|Mood=Ind|Polarity=Neg|Tense=Fut": {"pos": "VERB", "Mood": "ind", "Polarity": "neg", "Tense": "fut", "Other": {"Form": "ecl"}},
"VERB__Form=Ecl|Mood=Ind|Polarity=Neg|Tense=Fut|Voice=Auto": {"pos": "VERB", "Mood": "ind", "Polarity": "neg", "Tense": "fut", "Other": {"Form": "ecl", "Voice": "auto"}},
"VERB__Form=Ecl|Mood=Ind|Polarity=Neg|Tense=Past": {"pos": "VERB", "Mood": "ind", "Polarity": "neg", "Tense": "past", "Other": {"Form": "ecl"}},
"VERB__Form=Ecl|Mood=Ind|Polarity=Neg|Tense=Pres": {"pos": "VERB", "Mood": "ind", "Polarity": "neg", "Tense": "pres", "Other": {"Form": "ecl"}},
"VERB__Form=Ecl|Mood=Ind|Tense=Fut": {"pos": "VERB", "Mood": "ind", "Tense": "fut", "Other": {"Form": "ecl"}},
"VERB__Form=Ecl|Mood=Ind|Tense=Fut|Voice=Auto": {"pos": "VERB", "Mood": "ind", "Tense": "fut", "Other": {"Form": "ecl", "Voice": "auto"}},
"VERB__Form=Ecl|Mood=Ind|Tense=Past": {"pos": "VERB", "Mood": "ind", "Tense": "past", "Other": {"Form": "ecl"}},
"VERB__Form=Ecl|Mood=Ind|Tense=Pres": {"pos": "VERB", "Mood": "ind", "Tense": "pres", "Other": {"Form": "ecl"}},
"VERB__Form=Ecl|Mood=Ind|Tense=Pres|Voice=Auto": {"pos": "VERB", "Mood": "ind", "Tense": "pres", "Other": {"Form": "ecl", "Voice": "auto"}},
"VERB__Form=Ecl|Mood=Sub|Tense=Pres": {"pos": "VERB", "Mood": "sub", "Tense": "pres", "Other": {"Form": "ecl"}},
"VERB__Form=Ecl": {"pos": "VERB", "Other": {"Form": "ecl"}},
"VERB__Form=Emp|Mood=Ind|Number=Plur|Person=1|Tense=Pres": {"pos": "VERB", "Mood": "ind", "Number": "plur", "Person": 1, "Tense": "pres", "Other": {"Form": "emp"}},
"VERB__Form=Emp|Mood=Ind|Number=Sing|Person=1|PronType=Rel|Tense=Pres": {"pos": "VERB", "Mood": "ind", "Number": "sing", "Person": 1, "PronType": "rel", "Tense": "pres", "Other": {"Form": "emp"}},
"VERB__Form=Emp|Mood=Ind|Number=Sing|Person=1|Tense=Pres": {"pos": "VERB", "Mood": "ind", "Number": "sing", "Person": 1, "Tense": "pres", "Other": {"Form": "emp"}},
"VERB__Form=Len|Mood=Cnd|Number=Plur|Person=3": {"pos": "VERB", "Mood": "cnd", "Number": "plur", "Person": 3, "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Cnd|Number=Sing|Person=1": {"pos": "VERB", "Mood": "cnd", "Number": "sing", "Person": 1, "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Cnd|Number=Sing|Person=2": {"pos": "VERB", "Mood": "cnd", "Number": "sing", "Person": 2, "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Cnd|Polarity=Neg": {"pos": "VERB", "Mood": "cnd", "Polarity": "neg", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Cnd": {"pos": "VERB", "Mood": "cnd", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Cnd|Voice=Auto": {"pos": "VERB", "Mood": "cnd", "Other": {"Form": "len", "Voice": "auto"}},
"VERB__Form=Len|Mood=Imp|Number=Plur|Person=3|Tense=Past": {"pos": "VERB", "Mood": "imp", "Number": "plur", "Person": 3, "Tense": "past", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Imp|Tense=Past": {"pos": "VERB", "Mood": "imp", "Tense": "past", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Imp|Tense=Past|Voice=Auto": {"pos": "VERB", "Mood": "imp", "Tense": "past", "Other": {"Form": "len", "Voice": "auto"}},
"VERB__Form=Len|Mood=Imp|Voice=Auto": {"pos": "VERB", "Mood": "imp", "Other": {"Form": "len", "Voice": "auto"}},
"VERB__Form=Len|Mood=Ind|Number=Plur|Person=1|Tense=Fut": {"pos": "VERB", "Mood": "ind", "Number": "plur", "Person": 1, "Tense": "fut", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Ind|Number=Plur|Person=1|Tense=Past": {"pos": "VERB", "Mood": "ind", "Number": "plur", "Person": 1, "Tense": "past", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Ind|Number=Plur|Person=3|Tense=Past": {"pos": "VERB", "Mood": "ind", "Number": "plur", "Person": 3, "Tense": "past", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Ind|Number=Sing|Person=1|Polarity=Neg|Tense=Past": {"pos": "VERB", "Mood": "ind", "Number": "sing", "Person": 1, "Polarity": "neg", "Tense": "past", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Ind|Number=Sing|Person=1|Polarity=Neg|Tense=Pres": {"pos": "VERB", "Mood": "ind", "Number": "sing", "Person": 1, "Polarity": "neg", "Tense": "pres", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Ind|Number=Sing|Person=1|Tense=Past": {"pos": "VERB", "Mood": "ind", "Number": "sing", "Person": 1, "Tense": "past", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Ind|Polarity=Neg|Tense=Fut": {"pos": "VERB", "Mood": "ind", "Polarity": "neg", "Tense": "fut", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Ind|Polarity=Neg|Tense=Fut|Voice=Auto": {"pos": "VERB", "Mood": "ind", "Polarity": "neg", "Tense": "fut", "Other": {"Form": "len", "Voice": "auto"}},
"VERB__Form=Len|Mood=Ind|Polarity=Neg|Tense=Past": {"pos": "VERB", "Mood": "ind", "Polarity": "neg", "Tense": "past", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Ind|Polarity=Neg|Tense=Past|Voice=Auto": {"pos": "VERB", "Mood": "ind", "Polarity": "neg", "Tense": "past", "Other": {"Form": "len", "Voice": "auto"}},
"VERB__Form=Len|Mood=Ind|Polarity=Neg|Tense=Pres": {"pos": "VERB", "Mood": "ind", "Polarity": "neg", "Tense": "pres", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Ind|Polarity=Neg|Tense=Pres|Voice=Auto": {"pos": "VERB", "Mood": "ind", "Polarity": "neg", "Tense": "pres", "Other": {"Form": "len", "Voice": "auto"}},
"VERB__Form=Len|Mood=Ind|Tense=Fut": {"pos": "VERB", "Mood": "ind", "Tense": "fut", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Ind|Tense=Fut|Voice=Auto": {"pos": "VERB", "Mood": "ind", "Tense": "fut", "Other": {"Form": "len", "Voice": "auto"}},
"VERB__Form=Len|Mood=Ind|Tense=Past": {"pos": "VERB", "Mood": "ind", "Tense": "past", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Ind|Tense=Past|Voice=Auto": {"pos": "VERB", "Mood": "ind", "Tense": "past", "Other": {"Form": "len", "Voice": "auto"}},
"VERB__Form=Len|Mood=Ind|Tense=Pres": {"pos": "VERB", "Mood": "ind", "Tense": "pres", "Other": {"Form": "len"}},
"VERB__Form=Len|Mood=Ind|Tense=Pres|Voice=Auto": {"pos": "VERB", "Mood": "ind", "Tense": "pres", "Other": {"Form": "len", "Voice": "auto"}},
"VERB__Form=Len|Mood=Sub|Polarity=Neg|Tense=Pres": {"pos": "VERB", "Mood": "sub", "Polarity": "neg", "Tense": "pres", "Other": {"Form": "len"}},
"VERB__Form=Len|Polarity=Neg": {"pos": "VERB", "Polarity": "neg", "Other": {"Form": "len"}},
"VERB__Form=Len": {"pos": "VERB", "Other": {"Form": "len"}},
"VERB__Mood=Cnd|Number=Plur|Person=3": {"pos": "VERB", "Mood": "cnd", "Number": "plur", "Person": 3},
"VERB__Mood=Cnd|Number=Sing|Person=1": {"pos": "VERB", "Mood": "cnd", "Number": "sing", "Person": 1},
"VERB__Mood=Cnd": {"pos": "VERB", "Mood": "cnd"},
"VERB__Mood=Cnd|Voice=Auto": {"pos": "VERB", "Mood": "cnd", "Other": {"Voice": "auto"}},
"VERB__Mood=Imp|Number=Plur|Person=1|Polarity=Neg": {"pos": "VERB", "Mood": "imp", "Number": "plur", "Person": 1, "Polarity": "neg"},
"VERB__Mood=Imp|Number=Plur|Person=1": {"pos": "VERB", "Mood": "imp", "Number": "plur", "Person": 1},
"VERB__Mood=Imp|Number=Plur|Person=2": {"pos": "VERB", "Mood": "imp", "Number": "plur", "Person": 2},
"VERB__Mood=Imp|Number=Sing|Person=2": {"pos": "VERB", "Mood": "imp", "Number": "sing", "Person": 2},
"VERB__Mood=Imp|Tense=Past": {"pos": "VERB", "Mood": "imp", "Tense": "past"},
"VERB__Mood=Ind|Number=Plur|Person=1|Tense=Past": {"pos": "VERB", "Mood": "ind", "Number": "plur", "Person": 1, "Tense": "past"},
"VERB__Mood=Ind|Number=Plur|Person=1|Tense=Pres": {"pos": "VERB", "Mood": "ind", "Number": "plur", "Person": 1, "Tense": "pres"},
"VERB__Mood=Ind|Number=Sing|Person=1|Tense=Past": {"pos": "VERB", "Mood": "ind", "Number": "sing", "Person": 1, "Tense": "past"},
"VERB__Mood=Ind|Number=Sing|Person=1|Tense=Pres": {"pos": "VERB", "Mood": "ind", "Number": "sing", "Person": 1, "Tense": "pres"},
"VERB__Mood=Ind|Polarity=Neg|Tense=Past|Voice=Auto": {"pos": "VERB", "Mood": "ind", "Polarity": "neg", "Tense": "past", "Other": {"Voice": "auto"}},
"VERB__Mood=Ind|Polarity=Neg|Tense=Pres": {"pos": "VERB", "Mood": "ind", "Polarity": "neg", "Tense": "pres"},
"VERB__Mood=Ind|PronType=Rel|Tense=Fut": {"pos": "VERB", "Mood": "ind", "PronType": "rel", "Tense": "fut"},
"VERB__Mood=Ind|PronType=Rel|Tense=Pres": {"pos": "VERB", "Mood": "ind", "PronType": "rel", "Tense": "pres"},
"VERB__Mood=Ind|Tense=Fut": {"pos": "VERB", "Mood": "ind", "Tense": "fut"},
"VERB__Mood=Ind|Tense=Fut|Voice=Auto": {"pos": "VERB", "Mood": "ind", "Tense": "fut", "Other": {"Voice": "auto"}},
"VERB__Mood=Ind|Tense=Past": {"pos": "VERB", "Mood": "ind", "Tense": "past"},
"VERB__Mood=Ind|Tense=Past|Voice=Auto": {"pos": "VERB", "Mood": "ind", "Tense": "past", "Other": {"Voice": "auto"}},
"VERB__Mood=Ind|Tense=Pres": {"pos": "VERB", "Mood": "ind", "Tense": "pres"},
"VERB__Mood=Ind|Tense=Pres|Voice=Auto": {"pos": "VERB", "Mood": "ind", "Tense": "pres", "Other": {"Voice": "auto"}},
"VERB___": {"pos": "VERB"},
"X__Abbr=Yes": {"pos": "X", "Other": {"Abbr": "yes"}},
"X__Case=NomAcc|Foreign=Yes|Gender=Fem|Number=Sing": {"pos": "X", "Case": "nom|acc", "Gender": "fem", "Number": "sing", "Foreign": "yes"},
"X__Definite=Def|Dialect=Ulster": {"pos": "X", "Definite": "def", "Other": {"Dialect": "ulster"}},
"X__Dialect=Munster|Form=Len|Mood=Ind|Number=Sing|Person=1|Tense=Past": {"pos": "X", "Mood": "ind", "Number": "sing", "Person": 1, "Tense": "past", "Other": {"Dialect": "munster", "Form": "len"}},
"X__Dialect=Munster|Mood=Imp|Number=Sing|Person=2|Polarity=Neg": {"pos": "X", "Mood": "imp", "Number": "sing", "Person": 2, "Polarity": "neg", "Other": {"Dialect": "munster"}},
"X__Dialect=Munster|Mood=Ind|Tense=Past|Voice=Auto": {"pos": "X", "Mood": "ind", "Tense": "past", "Other": {"Dialect": "munster", "Voice": "auto"}},
"X__Dialect=Munster": {"pos": "X", "Other": {"Dialect": "munster"}},
"X__Dialect=Munster|PronType=Dem": {"pos": "X", "PronType": "dem", "Other": {"Dialect": "munster"}},
"X__Dialect=Ulster|Gender=Masc|Number=Sing|Person=3": {"pos": "X", "Gender": "masc", "Number": "sing", "Person": 3, "Other": {"Dialect": "ulster"}},
"X__Dialect=Ulster|PartType=Vb|Polarity=Neg": {"pos": "X", "Polarity": "neg", "Other": {"Dialect": "ulster", "PartType": "vb"}},
"X__Dialect=Ulster|VerbForm=Cop": {"pos": "X", "Other": {"Dialect": "ulster", "VerbForm": "cop"}},
"X__Foreign=Yes": {"pos": "X", "Foreign": "yes"},
"X___": {"pos": "X"}
}

View File

@ -0,0 +1,86 @@
# encoding: utf8
from __future__ import unicode_literals
from ...symbols import POS, DET, ADP, CCONJ, ADV, NOUN, X, AUX
from ...symbols import ORTH, LEMMA, NORM
_exc = {
"'acha'n": [
{ORTH: "'ach", LEMMA: "gach", NORM: "gach", POS: DET},
{ORTH: "a'n", LEMMA: "aon", NORM: "aon", POS: DET}],
"dem'": [
{ORTH: "de", LEMMA: "de", NORM: "de", POS: ADP},
{ORTH: "m'", LEMMA: "mo", NORM: "mo", POS: DET}],
"ded'": [
{ORTH: "de", LEMMA: "de", NORM: "de", POS: ADP},
{ORTH: "d'", LEMMA: "do", NORM: "do", POS: DET}],
"lem'": [
{ORTH: "le", LEMMA: "le", NORM: "le", POS: ADP},
{ORTH: "m'", LEMMA: "mo", NORM: "mo", POS: DET}],
"led'": [
{ORTH: "le", LEMMA: "le", NORM: "le", POS: ADP},
{ORTH: "d'", LEMMA: "mo", NORM: "do", POS: DET}]
}
for exc_data in [
{ORTH: "'gus", LEMMA: "agus", NORM: "agus", POS: CCONJ},
{ORTH: "'ach", LEMMA: "gach", NORM: "gach", POS: DET},
{ORTH: "ao'", LEMMA: "aon", NORM: "aon"},
{ORTH: "'niar", LEMMA: "aniar", NORM: "aniar", POS: ADV},
{ORTH: "'níos", LEMMA: "aníos", NORM: "aníos", POS: ADV},
{ORTH: "'ndiu", LEMMA: "inniu", NORM: "inniu", POS: ADV},
{ORTH: "'nocht", LEMMA: "anocht", NORM: "anocht", POS: ADV},
{ORTH: "m'", LEMMA: "mo", POS: DET},
{ORTH: "Aib.", LEMMA: "Aibreán", POS: NOUN},
{ORTH: "Ath.", LEMMA: "athair", POS: NOUN},
{ORTH: "Beal.", LEMMA: "Bealtaine", POS: NOUN},
{ORTH: "a.C.n.", LEMMA: "ante Christum natum", POS: X},
{ORTH: "m.sh.", LEMMA: "mar shampla", POS: ADV},
{ORTH: "M.F.", LEMMA: "Meán Fómhair", POS: NOUN},
{ORTH: "M.Fómh.", LEMMA: "Meán Fómhair", POS: NOUN},
{ORTH: "D.F.", LEMMA: "Deireadh Fómhair", POS: NOUN},
{ORTH: "D.Fómh.", LEMMA: "Deireadh Fómhair", POS: NOUN},
{ORTH: "r.C.", LEMMA: "roimh Chríost", POS: ADV},
{ORTH: "R.C.", LEMMA: "roimh Chríost", POS: ADV},
{ORTH: "r.Ch.", LEMMA: "roimh Chríost", POS: ADV},
{ORTH: "r.Chr.", LEMMA: "roimh Chríost", POS: ADV},
{ORTH: "R.Ch.", LEMMA: "roimh Chríost", POS: ADV},
{ORTH: "R.Chr.", LEMMA: "roimh Chríost", POS: ADV},
{ORTH: "⁊rl.", LEMMA: "agus araile", POS: ADV},
{ORTH: "srl.", LEMMA: "agus araile", POS: ADV},
{ORTH: "Co.", LEMMA: "contae", POS: NOUN},
{ORTH: "Ean.", LEMMA: "Eanáir", POS: NOUN},
{ORTH: "Feab.", LEMMA: "Feabhra", POS: NOUN},
{ORTH: "gCo.", LEMMA: "contae", POS: NOUN},
{ORTH: ".i.", LEMMA: "eadhon", POS: ADV},
{ORTH: "B'", LEMMA: "ba", POS: AUX},
{ORTH: "b'", LEMMA: "ba", POS: AUX},
{ORTH: "lch.", LEMMA: "leathanach", POS: NOUN},
{ORTH: "Lch.", LEMMA: "leathanach", POS: NOUN},
{ORTH: "lgh.", LEMMA: "leathanach", POS: NOUN},
{ORTH: "Lgh.", LEMMA: "leathanach", POS: NOUN},
{ORTH: "Lún.", LEMMA: "Lúnasa", POS: NOUN},
{ORTH: "Már.", LEMMA: "Márta", POS: NOUN},
{ORTH: "Meith.", LEMMA: "Meitheamh", POS: NOUN},
{ORTH: "Noll.", LEMMA: "Nollaig", POS: NOUN},
{ORTH: "Samh.", LEMMA: "Samhain", POS: NOUN},
{ORTH: "tAth.", LEMMA: "athair", POS: NOUN},
{ORTH: "tUas.", LEMMA: "Uasal", POS: NOUN},
{ORTH: "teo.", LEMMA: "teoranta", POS: NOUN},
{ORTH: "Teo.", LEMMA: "teoranta", POS: NOUN},
{ORTH: "Uas.", LEMMA: "Uasal", POS: NOUN},
{ORTH: "uimh.", LEMMA: "uimhir", POS: NOUN},
{ORTH: "Uimh.", LEMMA: "uimhir", POS: NOUN}]:
_exc[exc_data[ORTH]] = [exc_data]
for orth in [
"d'", "D'"]:
_exc[orth] = [{ORTH: orth}]
TOKENIZER_EXCEPTIONS = _exc

View File

@ -14,9 +14,8 @@ from .. import util
# These languages are used for generic tokenizer tests only add a language # These languages are used for generic tokenizer tests only add a language
# here if it's using spaCy's tokenizer (not a different library) # here if it's using spaCy's tokenizer (not a different library)
# TODO: re-implement generic tokenizer tests # TODO: re-implement generic tokenizer tests
_languages = ['bn', 'da', 'de', 'en', 'es', 'fi', 'fr', 'he', 'hu', 'id', _languages = ['bn', 'da', 'de', 'en', 'es', 'fi', 'fr', 'ga', 'he', 'hu', 'id',
'it', 'nb', 'nl', 'pl', 'pt', 'sv', 'xx'] 'it', 'nb', 'nl', 'pl', 'pt', 'sv', 'xx']
_models = {'en': ['en_core_web_sm'], _models = {'en': ['en_core_web_sm'],
'de': ['de_core_news_md'], 'de': ['de_core_news_md'],
'fr': ['fr_depvec_web_lg'], 'fr': ['fr_depvec_web_lg'],
@ -108,6 +107,11 @@ def bn_tokenizer():
return util.get_lang_class('bn').Defaults.create_tokenizer() return util.get_lang_class('bn').Defaults.create_tokenizer()
@pytest.fixture
def ga_tokenizer():
return util.get_lang_class('ga').Defaults.create_tokenizer()
@pytest.fixture @pytest.fixture
def he_tokenizer(): def he_tokenizer():
return util.get_lang_class('he').Defaults.create_tokenizer() return util.get_lang_class('he').Defaults.create_tokenizer()

View File

View File

@ -0,0 +1,17 @@
# coding: utf8
from __future__ import unicode_literals
import pytest
GA_TOKEN_EXCEPTION_TESTS = [
('Niall Ó Domhnaill, Rialtas na hÉireann 1977 (lch. 600).', ['Niall', 'Ó', 'Domhnaill', ',', 'Rialtas', 'na', 'hÉireann', '1977', '(', 'lch.', '600', ')', '.']),
('Daoine a bhfuil Gaeilge acu, m.sh. tusa agus mise', ['Daoine', 'a', 'bhfuil', 'Gaeilge', 'acu', ',', 'm.sh.', 'tusa', 'agus', 'mise'])
]
@pytest.mark.parametrize('text,expected_tokens', GA_TOKEN_EXCEPTION_TESTS)
def test_tokenizer_handles_exception_cases(ga_tokenizer, text, expected_tokens):
tokens = ga_tokenizer(text)
token_list = [token.text for token in tokens if not token.is_space]
assert expected_tokens == token_list