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How to use is_alpha method in assertpy
Best Python code snippet using assertpy_python
main.py
Source:main.py 
1import sys2import os3import re4import logging5from spacy.lang.en import English6from spacy.pipeline import EntityRuler7log = logging.getLogger(__name__)8TRIAL_LABEL = "TRIAL_REGISTRATION_ID"9DATA_AVAILABILITY_LABEL_URL = "DATA_AVAILABILITY_OPEN_URL"10DATA_AVAILABILITY_LABEL_SUPPL = "DATA_AVAILABILITY_OPEN_SUPPLEMENT"11DATA_AVAILABILITY_LABEL_CLOSED = "DATA_AVAILABILITY_CLOSED"12DATA_AVAILABILITY_ROOT = [{'TEXT': {13 "REGEX": "^([Ss]upplementary|[Ss]upporting|[Ss]ource|[Cc]omputer|[Pp]rogram|[Ee]xperiment(al)?|[Aa]nonymi[sz]ed)$"},14 "OP": "?"},15 {"ORTH": ",", "OP": "?"}, {"IS_ALPHA": True, "OP": "?"}, {"ORTH": "-", "OP": "?"},16 {"ORTH": ",", "OP": "?"}, {"IS_ALPHA": True, "OP": "?"}, {"ORTH": "-", "OP": "?"},17 {"IS_ALPHA": True, "OP": "?"},18 {"IS_ALPHA": True, "OP": "?"},19 {"IS_ALPHA": True, "OP": "?"},20 {'TEXT': {21 "REGEX": "^([Cc]odes?|[Ff]iles|[Dd]ata(sets)?|[Mm]odels?|[Ss]scripts?|[Ss]oftware|[Ii]nformation)$"}},22 {"ORTH": "sets", "OP": "?"},23 {"ORTH": ",", "OP": "?"},24 {'TEXT': {"REGEX": "^(and|&)$"}, "OP": "?"},25 {'TEXT': {26 "REGEX": "^([Cc]odes?|[Ff]iles|[Dd]ata(sets)?|[Mm]odels?|[Ss]scripts?|[Ss]oftware|[Ii]nformation)$"},27 "OP": "?"},28 {"ORTH": "sets", "OP": "?"},29 {"ORTH": ",", "OP": "?"},30 {'TEXT': {"REGEX": "^(and|&)$"}, "OP": "?"},31 {'TEXT': {32 "REGEX": "^([Cc]odes?|[Ff]iles|[Dd]ata(sets)?|[Mm]odels?|[Ss]scripts?|[Ss]oftware|[Ii]nformation)$"},33 "OP": "?"},34 {"ORTH": "sets", "OP": "?"},35 {"ORTH": ",", "OP": "?"},36 {'TEXT': {"REGEX": "^(and|&)$"}, "OP": "?"},37 {"IS_ALPHA": True, "OP": "?"},38 {"ORTH": ",", "OP": "?"},39 {"IS_ALPHA": True, "OP": "?"},40 {"ORTH": ",", "OP": "?"},41 {"IS_ALPHA": True, "OP": "?"},42 {"ORTH": ",", "OP": "?"},43 {"IS_ALPHA": True, "OP": "?"},44 {"ORTH": ",", "OP": "?"},45 {"IS_ALPHA": True, "OP": "?"},46 {"ORTH": ",", "OP": "?"},47 {"IS_ALPHA": True, "OP": "?"},48 {"ORTH": ",", "OP": "?"},49 {"IS_ALPHA": True, "OP": "?"},50 {"ORTH": ",", "OP": "?"},51 {"IS_ALPHA": True, "OP": "?"},52 {"ORTH": ",", "OP": "?"},53 {"IS_ALPHA": True, "OP": "?"},54 {"ORTH": ",", "OP": "?"},55 {"IS_ALPHA": True, "OP": "?"},56 {"ORTH": ",", "OP": "?"},57 {"IS_ALPHA": True, "OP": "?"},58 {"ORTH": ",", "OP": "?"},59 {"IS_ALPHA": True, "OP": "?"},60 {"ORTH": ",", "OP": "?"},61 {"IS_ALPHA": True, "OP": "?"},62 {'TEXT': {"REGEX": "^(is|are|can|may|will|has|have)$"}},63 {'TEXT': {"REGEX": "^(be|been)$"}, "OP": "?"},64 {"IS_ALPHA": True, "OP": "?"},65 {"IS_ALPHA": True, "OP": "?"},66]67DATA_AVAILABILITY_PATTERN_URL = DATA_AVAILABILITY_ROOT + [68 {'TEXT': {"REGEX": "^(available|found|deposited|provided)$"}},69 {"ORTH": ",", "OP": "?"},70 {"ORTH": "(", "OP": "?"},71 {"IS_ALPHA": True, "OP": "?"},72 {"ORTH": ",", "OP": "?"},73 {"ORTH": ")", "OP": "?"},74 {"IS_ALPHA": True, "OP": "?"},75 {"ORTH": ",", "OP": "?"},76 {"ORTH": ")", "OP": "?"},77 {"IS_ALPHA": True, "OP": "?"},78 {"ORTH": ",", "OP": "?"},79 {"ORTH": ")", "OP": "?"},80 {"IS_ALPHA": True, "OP": "?"},81 {"ORTH": ",", "OP": "?"},82 {"ORTH": ")", "OP": "?"},83 {'TEXT': {"REGEX": "^(at|on|from|in|to|without)$"}},84 {"ORTH": "restriction", "OP": "?"},85 {"ORTH": ":", "OP": "?"},86 {"IS_ALPHA": True, "OP": "*"},87 {'TEXT': {"REGEX": "^[\u2019']s$"}, "OP": "?"},88 {"IS_ALPHA": True, "OP": "*"},89 {'TEXT': {"REGEX": "^[-0-9\u2010-\u2013]$"}, "OP": "*"},90 {"IS_ALPHA": True, "OP": "*"},91 {"ORTH": "(", "OP": "?"},92 {'TEXT': {"REGEX": "^(https?://.+|goo.gl/.+)$"}},93 {"ORTH": ")", "OP": "?"},94]95DATA_AVAILABILITY_PATTERN_CLOSED = DATA_AVAILABILITY_ROOT + [96 {'TEXT': {"REGEX": "^(available|requested|provided)$"}},97 {"ORTH": ",", "OP": "?"},98 {"ORTH": "(", "OP": "?"},99 {"IS_ALPHA": True, "OP": "?"},100 {"ORTH": ",", "OP": "?"},101 {"ORTH": ")", "OP": "?"},102 {"IS_ALPHA": True, "OP": "?"},103 {"ORTH": ",", "OP": "?"},104 {"ORTH": ")", "OP": "?"},105 {"IS_ALPHA": True, "OP": "?"},106 {"ORTH": ",", "OP": "?"},107 {"ORTH": ")", "OP": "?"},108 {"IS_ALPHA": True, "OP": "?"},109 {"ORTH": ",", "OP": "?"},110 {"ORTH": ")", "OP": "?"},111 {'TEXT': {"REGEX": "^(by|on|from)$"}},112 {"IS_ALPHA": True, "OP": "?"},113 {"IS_ALPHA": True, "OP": "?"},114 {'TEXT': {"REGEX": "^(request|authors?)$"}}115]116DATA_AVAILABILITY_PATTERN_SUPPLEMENT = DATA_AVAILABILITY_ROOT + [117 {'TEXT': {"REGEX": "^(available|found|deposited|provided)$"}},118 {"ORTH": ",", "OP": "?"},119 {"ORTH": "(", "OP": "?"},120 {"IS_ALPHA": True, "OP": "?"},121 {"ORTH": ",", "OP": "?"},122 {"ORTH": ")", "OP": "?"},123 {"IS_ALPHA": True, "OP": "?"},124 {"ORTH": ",", "OP": "?"},125 {"ORTH": ")", "OP": "?"},126 {"IS_ALPHA": True, "OP": "?"},127 {"ORTH": ",", "OP": "?"},128 {"ORTH": ")", "OP": "?"},129 {"IS_ALPHA": True, "OP": "?"},130 {"ORTH": ",", "OP": "?"},131 {"ORTH": ")", "OP": "?"},132 {'TEXT': {"REGEX": "^(at|on|in)$"}},133 {"IS_ALPHA": True, "OP": "*"},134 {'TEXT': {"REGEX": "^[\u2019']s$"}, "OP": "?"},135 {'TEXT': {"REGEX": "^([Ww]eb(site)?|[Oo]nline|[Ss]upplements?|[Aa]ppendix|[Aa]ppendices|[Aa]ccession)$"}},136 {"IS_ALPHA": True, "OP": "?"},137 {'TEXT': {"REGEX": "^[-0-9\u2010-\u2013]$"}, "OP": "*"},138 {"IS_ALPHA": True, "OP": "?"},139]140# TODO: We can probably combine some of these patterns, e.g. NCT|DRKS|ISRCTN141# ClinicalTrials.gov142NCT_PATTERN_1 = [{'TEXT': {"REGEX": "^NCT[-\u2010-\u2013/]?[0-9]{8}(?=[.,:;)]|$)"}}]143NCT_PATTERN_2 = [{'ORTH': "NCT"},144 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},145 {'TEXT': {"REGEX": "^[0-9]{8}(?=[.,:;)]|$)"}}]146NCT_PATTERN_3 = [{'ORTH': "NCT"},147 {'TEXT': {"REGEX": "^(#|[Nn]o|[Nn]um(ber)?)$"}},148 {'ORTH': ":", "OP": "?"},149 {'TEXT': {"REGEX": "^[0-9]{8}(?=[.,:;)]|$)"}, "OP": "?"}150 ]151# ANZCTR:152ANZ_PATTERN_1 = [{'TEXT': {"REGEX": "^ACTRN[-\u2010-\u2013/]?[0-9]{14}(?=[.,:;)]|$)"}}]153ANZ_PATTERN_2 = [{'ORTH': "ACTRN", "OP": "?"}, {'TEXT': {"REGEX": "^126[0-9]{11}(?=[.,:;)]|$)"}}]154ANZ_PATTERN_3 = [{'ORTH': "ACTRN"},155 {'TEXT': {"REGEX": "^(#|[Nn]o|[Nn]um(ber)?)$"}},156 {'ORTH': ":", "OP": "?"},157 {'TEXT': {"REGEX": "^[0-9]{14}(?=[.,:;)]|$)"}, "OP": "?"}158 ]159# Universal trial number160# U1111-1254-7316161UTN_PATTERN = [{'TEXT': {"REGEX": "^U[0-9]{4}[-\u2010-\u2013/]?[0-9]{4}[-\u2010-\u2013/]?[0-9]{4}(?=[.,:;)]|$)"}}]162# DRKS163# DRKS00000002164DRKS_PATTERN_1 = [{'TEXT': {"REGEX": "^DRKS[-\u2010-\u2013/]?[0-9]{8}(?=[.,:;)]|$)"}}]165DRKS_PATTERN_2 = [{'ORTH': "DRKS"},166 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},167 {'TEXT': {"REGEX": "^[0-9]{8}(?=[.,:;)]|$)"}}]168DRKS_PATTERN_3 = [{'ORTH': "DRKS"},169 {'TEXT': {"REGEX": "^(#|[Nn]o|[Nn]um(ber)?)$"}},170 {'ORTH': ":", "OP": "?"},171 {'TEXT': {"REGEX": "^[0-9]{8}(?=[.,:;)]|$)"}, "OP": "?"}172 ]173# ISRCTN174# ISRCTN14702259175ISRCTN_PATTERN_1 = [{'TEXT': {"REGEX": "^ISRCTN[-\u2010-\u2013/]?[0-9]{8}(?=[.,:;)]|$)"}}]176ISRCTN_PATTERN_2 = [{'ORTH': "ISRCTN"},177 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},178 {'TEXT': {"REGEX": "^[0-9]{8}(?=[.,:;)]|$)"}}]179ISRCTN_PATTERN_3 = [{'ORTH': "ISRCTN"},180 {'TEXT': {"REGEX": "^(#|[Nn]o|[Nn]um(ber)?)$"}},181 {'ORTH': ":", "OP": "?"},182 {'TEXT': {"REGEX": "^[0-9]{8}(?=[.,:;)]|$)"}, "OP": "?"}183 ]184# CRD185# CRD42020179519186# https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=179519187CRD_PATTERN_1 = [{'TEXT': {"REGEX": "^CRD[-\u2010-\u2013/]?[0-9]{11}(?=[.,:;)]|$)"}}]188CRD_PATTERN_2 = [{'ORTH': "CRD"},189 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},190 {'TEXT': {"REGEX": "^[0-9]{11}(?=[.,:;)]|$)"}}]191CRD_PATTERN_3 = [{'ORTH': "CRD"},192 {'TEXT': {"REGEX": "^(#|[Nn]o|[Nn]um(ber)?)$"}},193 {'ORTH': ":", "OP": "?"},194 {'TEXT': {"REGEX": "^[0-9]{11}(?=[.,:;)]|$)"}, "OP": "?"}195 ]196# JPRN197# https://apps.who.int/trialsearch/Trial2.aspx?TrialID=JPRN-UMIN000040928198JPRN_PATTERN_1 = [{'TEXT': {"REGEX": "^JPRN[-\u2010-\u2013/]?UMIN[-\u2010-\u2013/]?[0-9]{9}(?=[.,:;)]|$)"}}]199JPRN_PATTERN_2 = [{'ORTH': "JPRN"},200 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},201 {'TEXT': {"REGEX": "^UMIN[-\u2010-\u2013/]?[0-9]{9}(?=[.,:;)]|$)"}}]202JPRN_PATTERN_3 = [{'ORTH': "JPRN"},203 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},204 {'ORTH': "UMIN"},205 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},206 {'TEXT': {"REGEX": "^[0-9]{9}(?=[.,:;)]|$)"}}]207JPRN_PATTERN_4 = [{'ORTH': "JPRN"},208 {'TEXT': {"REGEX": "^(#|[Nn]o|[Nn]um(ber)?)$"}},209 {'ORTH': ":", "OP": "?"},210 {'TEXT': {"REGEX": "^[0-9]{9}(?=[.,:;)]|$)"}, "OP": "?"}211 ]212# ChiCTR213# http://www.chictr.org.cn/showprojen.aspx?proj=57931214CHICTR_PATTERN_1 = [{'TEXT': {"REGEX": "^ChiCTR[-\u2010-\u2013/]?(IIR[-\u2010-\u2013/]?)?[0-9]{8,10}(?=[.,:;)]|$)"}}]215CHICTR_PATTERN_2 = [{'ORTH': "ChiCTR"},216 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},217 {'TEXT': {"REGEX": "^IIR[-\u2010-\u2013/]?[0-9]{8,10}(?=[.,:;)]|$)"}}]218CHICTR_PATTERN_3 = [{'ORTH': "ChiCTR"},219 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},220 {'ORTH': "IIR", "OP": "?"},221 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},222 {'TEXT': {"REGEX": "^[0-9]{8,10}(?=[.,:;)]|$)"}}]223CHICTR_PATTERN_4 = [{'ORTH': "ChiCTR"},224 {'TEXT': {"REGEX": "^(#|[Nn]o|[Nn]um(ber)?)$"}},225 {'ORTH': ":", "OP": "?"},226 {'TEXT': {"REGEX": "^[0-9]{8,10}(?=[.,:;)]|$)"}, "OP": "?"}227 ]228# PACTR229# PACTR202008685699453230# https://apps.who.int/trialsearch/Trial2.aspx?TrialID=PACTR202008685699453231PACTR_PATTERN_1 = [{'TEXT': {"REGEX": "^PACTR[-\u2010-\u2013/]?[0-9]{15}(?=[.,:;)]|$)"}}]232PACTR_PATTERN_2 = [{'ORTH': "PACTR"},233 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},234 {'TEXT': {"REGEX": "^[0-9]{15}(?=[.,:;)]|$)"}}]235PACTR_PATTERN_3 = [{'ORTH': "PACTR"},236 {'TEXT': {"REGEX": "^(#|[Nn]o|[Nn]um(ber)?)$"}},237 {'ORTH': ":", "OP": "?"},238 {'TEXT': {"REGEX": "^[0-9]{15}(?=[.,:;)]|$)"}, "OP": "?"}239 ]240# KCT241# KCT0005285242# https://apps.who.int/trialsearch/Trial2.aspx?TrialID=KCT0005285243KCT_PATTERN_1 = [{'TEXT': {"REGEX": "^KCT[-\u2010-\u2013/]?[0-9]{7}(?=[.,:;)]|$)$"}}]244KCT_PATTERN_2 = [{'ORTH': "KCT"},245 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},246 {'TEXT': {"REGEX": "^[0-9]{7}(?=[.,:;)]|$)$"}}]247KCT_PATTERN_3 = [{'ORTH': "KCT"},248 {'TEXT': {"REGEX": "^(#|[Nn]o|[Nn]um(ber)?)$"}},249 {'ORTH': ":", "OP": "?"},250 {'TEXT': {"REGEX": "^[0-9]{7}(?=[.,:;)]|$)"}, "OP": "?"}251 ]252# https://aspredicted.org/253ASP_PATTERN = [{'TEXT': {"REGEX": "^https?://aspredicted.org/.+$"}}]254# EudraCT255# https://www.clinicaltrialsregister.eu/ctr-search/search?query=covid-19256EUDRACT_PATTERN_1 = [{'TEXT': {"REGEX": "^EudraCT$"}},257 {'TEXT': {"REGEX": "^(#|[Nn]o|[Nn]um(ber)?)$"}},258 {'ORTH': ":", "OP": "?"},259 {'TEXT': {"REGEX": "^[0-9]{4}$"}},260 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},261 {'TEXT': {"REGEX": "^[0-9]{6}$"}},262 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},263 {'TEXT': {"REGEX": "^[0-9]{2}$"}}264 ]265EUDRACT_PATTERN_2 = [{'TEXT': {"REGEX": "^EudraCT#[0-9]{4}$"}},266 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},267 {'TEXT': {"REGEX": "^[0-9]{6}$"}},268 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},269 {'TEXT': {"REGEX": "^[0-9]{2}$"}}270 ]271GENERAL_PREREG_PATTERN = [{'TEXT': {"REGEX": "^[Pp]re$"}, "OP": "?"},272 {'TEXT': {"REGEX": "[-\u2010-\u2013/]"}, "OP": "?"},273 {'TEXT': {"REGEX": "^([Pp]re)?[Rr]egist(ered|ration)$"}},274 {"IS_ALPHA": True, "OP": "?"},275 {"IS_ALPHA": True, "OP": "?"},276 {"IS_ALPHA": True, "OP": "?"},277 {'TEXT': {"REGEX": "^(at|from|:)$"}},278 {'ORTH': ":", "OP": "?"},279 {'TEXT': {"REGEX": "^https?://.+$"}}280 ]281def file_to_text(file_path):282 doc_text = ''283 with open(file_path, 'rb') as f:284 try:285 doc_text = f.read().decode('utf-8-sig')286 except UnicodeDecodeError:287 try:288 doc_text = f.read().decode('utf-8')289 except UnicodeDecodeError:290 try:291 doc_text = f.read().decode('latin-1')292 except UnicodeDecodeError as e:293 log.error("{}: Text encoding problem with {}".format(e, file_path))294 return doc_text295def main(file_path_or_input_text=None):296 nlp = English()297 ruler = nlp.add_pipe("entity_ruler")298 patterns = [299 {"label": TRIAL_LABEL, "pattern": NCT_PATTERN_1},300 {"label": TRIAL_LABEL, "pattern": NCT_PATTERN_2},301 {"label": TRIAL_LABEL, "pattern": NCT_PATTERN_3},302 {"label": TRIAL_LABEL, "pattern": ANZ_PATTERN_1},303 {"label": TRIAL_LABEL, "pattern": ANZ_PATTERN_2},304 {"label": TRIAL_LABEL, "pattern": ANZ_PATTERN_3},305 {"label": TRIAL_LABEL, "pattern": UTN_PATTERN},306 {"label": TRIAL_LABEL, "pattern": DRKS_PATTERN_1},307 {"label": TRIAL_LABEL, "pattern": DRKS_PATTERN_2},308 {"label": TRIAL_LABEL, "pattern": DRKS_PATTERN_3},309 {"label": TRIAL_LABEL, "pattern": ISRCTN_PATTERN_1},310 {"label": TRIAL_LABEL, "pattern": ISRCTN_PATTERN_2},311 {"label": TRIAL_LABEL, "pattern": ISRCTN_PATTERN_3},312 {"label": TRIAL_LABEL, "pattern": CRD_PATTERN_1},313 {"label": TRIAL_LABEL, "pattern": CRD_PATTERN_2},314 {"label": TRIAL_LABEL, "pattern": CRD_PATTERN_3},315 {"label": TRIAL_LABEL, "pattern": JPRN_PATTERN_1},316 {"label": TRIAL_LABEL, "pattern": JPRN_PATTERN_2},317 {"label": TRIAL_LABEL, "pattern": JPRN_PATTERN_3},318 {"label": TRIAL_LABEL, "pattern": JPRN_PATTERN_4},319 {"label": TRIAL_LABEL, "pattern": CHICTR_PATTERN_1},320 {"label": TRIAL_LABEL, "pattern": CHICTR_PATTERN_2},321 {"label": TRIAL_LABEL, "pattern": CHICTR_PATTERN_3},322 {"label": TRIAL_LABEL, "pattern": CHICTR_PATTERN_4},323 {"label": TRIAL_LABEL, "pattern": PACTR_PATTERN_1},324 {"label": TRIAL_LABEL, "pattern": PACTR_PATTERN_2},325 {"label": TRIAL_LABEL, "pattern": PACTR_PATTERN_3},326 {"label": TRIAL_LABEL, "pattern": KCT_PATTERN_1},327 {"label": TRIAL_LABEL, "pattern": KCT_PATTERN_2},328 {"label": TRIAL_LABEL, "pattern": KCT_PATTERN_3},329 {"label": TRIAL_LABEL, "pattern": ASP_PATTERN},330 {"label": TRIAL_LABEL, "pattern": EUDRACT_PATTERN_1},331 {"label": TRIAL_LABEL, "pattern": EUDRACT_PATTERN_2},332 {"label": TRIAL_LABEL, "pattern": GENERAL_PREREG_PATTERN},333 {"label": DATA_AVAILABILITY_LABEL_URL, "pattern": DATA_AVAILABILITY_PATTERN_URL},334 {"label": DATA_AVAILABILITY_LABEL_CLOSED, "pattern": DATA_AVAILABILITY_PATTERN_CLOSED},335 {"label": DATA_AVAILABILITY_LABEL_SUPPL, "pattern": DATA_AVAILABILITY_PATTERN_SUPPLEMENT},336 ]337 ruler.add_patterns(patterns)338 nlp.add_pipe("sentencizer")339 if os.path.isfile(file_path_or_input_text):340 doc_text = file_to_text(file_path_or_input_text)341 else:342 doc_text = file_path_or_input_text343 doc = nlp(doc_text)344 # Output patterns to disk345 ruler.to_disk("./patterns.jsonl")346 entity_data = []347 for sent in doc.sents:348 for ent in sent.ents:349 if ent:350 entity_data.append({'sentence': sent, 'entity': ent.text, 'label': ent.label_})351 print(sent, ent.text, ent.label_)352 return entity_data353if __name__ == "__main__":354 args = sys.argv...
conditionals.py
Source:conditionals.py
1#!/usr/bin/env python32# -*- coding: utf-8 -*-3class Conditionals(object):4 5 def __init__(self, nlp, object):6 self.object = object7 self.matcher = object.matcher.Matcher(nlp.vocab)8 self.matcher.add("Conditionals", None,9 10 # if (we|you) want to ([\w]+[ \,]+){1,7}(we|you) (need to|must|have to)11 [{'LOWER':'if'},12 {"POS": 'PRON'}, 13 {'LEMMA': 'want'},14 {'LOWER': 'to'},15 {'IS_ALPHA': True, 'OP':'+'},16 {'POS': 'PRON'},17 {'LEMMA': {'IN':['need', 'must', 'have']}}],18 #(we|you) ([\w ,]+) (must|have to|need to) ([\w]+[ \,]+){1,7}if (you|we) want to 19 [{'LOWER':{'IN':['we', 'you']}},20 {'IS_ALPHA': True, 'OP':'+'},21 {'LOWER': {'IN':['need', 'must', 'have']}},22 {'LOWER': 'to', 'OP':'?'},23 {'IS_ALPHA': True, 'OP':'+'},24 {'LOWER': 'if'},25 {'LOWER':{'IN':['we', 'you']}},26 {'LOWER' : 'want'},27 {'LOWER': 'to'}],28 # it would be ([\w]+[ \,]+){0,2}nice if29 [{'LOWER': 'it'},30 {'LOWER': 'would'},31 {'LEMMA': 'be'},32 {'IS_ALPHA': True, 'OP':'?'},33 {'IS_ALPHA': True, 'OP': '?'},34 {'LOWER': 'nice'},35 {'LOWER': 'if'}],36 # wouldn\'t it be ([\w]+[ \,]+){0,2}nice if37 [{'LOWER': 'would'},38 {'LOWER': 'it'},39 {'LOWER': 'not'},40 {'LEMMA': 'be'},41 {'IS_ALPHA': True, 'OP':'?'},42 {'IS_ALPHA': True, 'OP': '?'},43 {'LOWER': 'nice'},44 {'LOWER': 'if'}],45 # if ([\w]+[ \,]+){3,8} that would be ([\w]+[ \,]+){0,2}nice46 [{'LOWER': 'if'},47 {'IS_ALPHA': True, 'OP':'+'},48 {'LOWER': 'that'},49 {'LOWER': 'would'},50 {'LOWER': 'be'},51 {'IS_ALPHA': True, 'OP':'?'},52 {'IS_ALPHA': True, 'OP':'?'},53 {'LOWER': 'nice'}],54 # (cannot|will not|won\'t|can\'t) ([\w]+[ \,]+){1,7}(if|unless)55 [{'LOWER': {'IN':['can', 'will']}},56 {'LOWER': 'not'},57 {'IS_ALPHA': True, 'OP':'+'},58 {'LOWER': {'IN':['if', 'unless']}}],59 # (if|unless) ([\w]+[ \,]+){3,10}(cannot|will not|won\'t|can\'t)60 [{'LOWER': {'IN':['if', 'unless']}},61 {'IS_ALPHA': True, 'OP':'+'},62 {'LOWER': {'IN':['can', 'will']}},63 {'LOWER': 'not'}],64 # (need|needs|must|has to|have to) ([\w]+[ \,]+){3,10}(in order )to65 [{'LEMMA': {'IN':['need', 'must', 'have']}},66 {'LOWER': 'to', 'OP':'?'},67 {'IS_ALPHA': True, 'OP':'+'},68 {'LOWER': 'in'},69 {'LOWER': 'order'},70 {'LOWER': 'to'}],71 # (in order )?to ([\w]+[ \,]+){3,10}(need|needs|must|has to|have to)72 [{'LOWER': 'in'},73 {'LOWER': 'order'},74 {'LOWER': 'to'},75 {'IS_ALPHA': True, 'OP':'+'},76 {'LEMMA': {'IN':['need', 'must','have']}},77 {'LOWER': 'to'}],78 # as long as (we|you) ([\w]+[ \,]+){3,10}(will|can|able|should|[a-zA-Z]+\'ll)79 [{'LOWER': 'as'},80 {'LOWER': 'long'},81 {'LOWER': 'as'},82 {'DEP': 'poss'},83 {'IS_ALPHA': True, 'OP':'+'},84 {'LEMMA': {'IN':['will', 'can', 'able', 'should']}}],85 # ([a-zA-Z]\'ll|will|can|able|should) ([\w]+[ \,]+){3,10}as long as (we|you) 86 [{'LEMMA': {'IN':['will', 'can', 'able', 'should']}},87 {'IS_ALPHA': True, 'OP':'+'},88 {'LOWER': 'as'},89 {'LOWER': 'long'},90 {'LOWER': 'as'},91 {'DEP': 'poss'}],92 #(you|he|we) better ([\w]+[ \,]+){3,10}or93 [{'POS': 'PRON'},94 {'LOWER': 'better'},95 {'IS_ALPHA': True, 'OP':'+'},96 {'LOWER':'or'}],97 # otherwise98 [{'LOWER': 'otherwise'}]99 )100 101 def __call__(self, doc):102 matches = self.matcher(doc)103 104 for match_id, start, end in matches:105 sents = self.object.tokens.Span(doc, start, end).sent106 sent_start, sent_end = sents.start, sents.end107 opinion = self.object.tokens.Span(doc, sent_start, sent_end, label = "CONDITIONALS")108 doc._.opinion.append(opinion,)...
test_utils.py
Source:test_utils.py
1from unittest import TestCase2from win_unc.internal import utils as U3never = lambda _: False4always = lambda _: True5is_alpha = lambda x: x.isalpha()6class ListTransformerTestCase(TestCase):7 def assertEqualAsLists(self, first, second):8 self.assertEqual(list(first), list(second))9class TestDropWhile(ListTransformerTestCase):10 def test_drop_nothing(self):11 self.assertEqualAsLists(U.drop_while(never, ''), '')12 self.assertEqualAsLists(U.drop_while(never, 'a'), 'a')13 self.assertEqualAsLists(U.drop_while(never, 'abc'), 'abc')14 def test_drop_everything(self):15 self.assertEqualAsLists(U.drop_while(always, ''), '')16 self.assertEqualAsLists(U.drop_while(always, 'a'), '')17 self.assertEqualAsLists(U.drop_while(always, 'abc'), '')18 def test_drop_with_predicate(self):19 not_alpha = lambda x: not x.isalpha()20 self.assertEqualAsLists(U.drop_while(not_alpha, ''), '')21 self.assertEqualAsLists(U.drop_while(not_alpha, 'abc'), 'abc')22 self.assertEqualAsLists(U.drop_while(not_alpha, '123abc456'), 'abc456')23 self.assertEqualAsLists(U.drop_while(not_alpha, ' abc '), 'abc ')24 self.assertEqualAsLists(U.drop_while(not_alpha, ' '), '')25class TestTakeWhile(ListTransformerTestCase):26 def test_take_nothing(self):27 self.assertEqualAsLists(U.take_while(never, ''), '')28 self.assertEqualAsLists(U.take_while(never, 'a'), '')29 self.assertEqualAsLists(U.take_while(never, 'abc'), '')30 def test_take_everything(self):31 self.assertEqualAsLists(U.take_while(always, ''), '')32 self.assertEqualAsLists(U.take_while(always, 'a'), 'a')33 self.assertEqualAsLists(U.take_while(always, 'abc'), 'abc')34 def test_take_with_predicate(self):35 self.assertEqualAsLists(U.take_while(is_alpha, ''), '')36 self.assertEqualAsLists(U.take_while(is_alpha, 'abc'), 'abc')37 self.assertEqualAsLists(U.take_while(is_alpha, '123abc456'), '')38 self.assertEqualAsLists(U.take_while(is_alpha, ' abc '), '')39 self.assertEqualAsLists(U.take_while(is_alpha, ' '), '')40class TestFirst(TestCase):41 def test_no_match(self):42 self.assertEqual(U.first(never, ''), None)43 self.assertEqual(U.first(never, 'abc'), None)44 def test_all_match(self):45 self.assertEqual(U.first(always, ''), None)46 self.assertEqual(U.first(always, 'abc'), 'a')47 def test_with_predicate(self):48 self.assertEqual(U.first(is_alpha, ''), None)49 self.assertEqual(U.first(is_alpha, 'abc'), 'a')50 self.assertEqual(U.first(is_alpha, '123abc'), 'a')51 self.assertEqual(U.first(is_alpha, ' abc'), 'a')52class TestReversedFirst(TestCase):53 def test_no_match(self):54 self.assertEqual(U.rfirst(never, ''), None)55 self.assertEqual(U.rfirst(never, 'abc'), None)56 def test_all_match(self):57 self.assertEqual(U.rfirst(always, ''), None)58 self.assertEqual(U.rfirst(always, 'abc'), 'c')59 def test_with_predicate(self):60 self.assertEqual(U.rfirst(is_alpha, ''), None)61 self.assertEqual(U.rfirst(is_alpha, 'abc'), 'c')62 self.assertEqual(U.rfirst(is_alpha, 'abc123'), 'c')63 self.assertEqual(U.rfirst(is_alpha, 'abc '), 'c')64class TestHigherOrderNot(TestCase):65 def test_not_(self):66 false_ = lambda: False67 true_ = lambda: True68 id_ = lambda x: x69 self.assertEqual(U.not_(false_)(), True)70 self.assertEqual(U.not_(id_)(False), True)71 self.assertEqual(U.not_(true_)(), False)72 self.assertEqual(U.not_(id_)(True), False)73class TestRekeyDict(TestCase):74 def test_rekey_dict(self):...
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