diff --git a/.gitignore b/.gitignore index be5f13f5..3bae6394 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,7 @@ anaforatools kfoldoutput* Chrono_TempEval2018_Post-Competition_Submissions/* +Chrono_SemEval2018_PostEvalSubmission_RF_NewswireClinicalModel_072918/* Chrono_TempEval2018_Submission_NN/* resultsEvaluation/* resultsDebug/* @@ -70,3 +71,5 @@ runit.sh *.xml Chrono_SemEval2018_PostEvalSubmission_NB_NewswireModel_060818/Chrono_TempEval2018_PostEvalSubmission_NB_060818.zip *.tiff +*.dct +SemEval-OfficialTrain/* diff --git a/Chrono.py b/Chrono.py index 43235086..858dfcf1 100644 --- a/Chrono.py +++ b/Chrono.py @@ -37,9 +37,10 @@ import pickle from chronoML import DecisionTree as DTree +from chronoML import RF_classifier as RandomForest from chronoML import NB_nltk_classifier as NBclass, ChronoKeras from chronoML import SVM_classifier as SVMclass -from Chrono import TimePhrase_to_Chrono +from Chrono import BuildEntities from Chrono import referenceToken from Chrono import utils from keras.models import load_model @@ -90,6 +91,13 @@ classifier, feats = DTree.build_dt_model(args.d, args.c) with open('DT_model.pkl', 'wb') as mod: pickle.dump([classifier, feats], mod) + + if(args.m == "RF" and args.M is None): + ## Train the decision tree classifier and save in the classifier variable + # print("Got RF") + classifier, feats = RandomForest.build_model(args.d, args.c) + with open('RF_model.pkl', 'wb') as mod: + pickle.dump([classifier, feats], mod) elif(args.m == "NN" and args.M is None): #print("Got NN") @@ -137,22 +145,27 @@ if(debug) : print(doctime) ## parse out reference tokens - text, tokens, spans, tags = utils.getWhitespaceTokens(infiles[f]+args.x) + text, tokens, spans, tags, sents = utils.getWhitespaceTokens(infiles[f]+args.x) #my_refToks = referenceToken.convertToRefTokens(tok_list=tokens, span=spans, remove_stopwords="./Chrono/stopwords_short2.txt") - my_refToks = referenceToken.convertToRefTokens(tok_list=tokens, span=spans, pos=tags) + my_refToks = referenceToken.convertToRefTokens(tok_list=tokens, span=spans, pos=tags, sent_boundaries=sents) - if(debug) : - print("REFERENCE TOKENS:\n") - for tok in my_refToks : print(tok) + ## mark all ref tokens if they are numeric or temporal chroList = utils.markTemporal(my_refToks) + + if(debug) : + print("REFERENCE TOKENS:\n") + for tok in chroList : print(tok) + tempPhrases = utils.getTemporalPhrases(chroList, doctime) - #for c in chroList: - # print(c) + if(debug): + for c in tempPhrases: + print(c) - chrono_master_list, my_chrono_ID_counter = TimePhrase_to_Chrono.buildChronoList(tempPhrases, my_chrono_ID_counter, chroList, (classifier, args.m), feats, doctime) + + chrono_master_list, my_chrono_ID_counter = BuildEntities.buildChronoList(tempPhrases, my_chrono_ID_counter, chroList, (classifier, args.m), feats, doctime) print("Number of Chrono Entities: " + str(len(chrono_master_list))) utils.write_xml(chrono_list=chrono_master_list, outfile=outfiles[f]) diff --git a/Chrono/BuildEntities.py b/Chrono/BuildEntities.py new file mode 100644 index 00000000..c47d3d16 --- /dev/null +++ b/Chrono/BuildEntities.py @@ -0,0 +1,448 @@ +# Copyright (c) 2018 +# Amy L. Olex, Virginia Commonwealth University +# alolex at vcu.edu +# +# Luke Maffey, Virginia Commonwealth University +# maffeyl at vcu.edu +# +# Nicholas Morton, Virginia Commonwealth University +# nmorton at vcu.edu +# +# Bridget T. McInnes, Virginia Commonwealth University +# btmcinnes at vcu.edu +# +# This file is part of Chrono +# +# Chrono is free software; you can redistribute it and/or +# modify it under the terms of the GNU General Public License +# as published by the Free Software Foundation; either version 3 +# of the License, or (at your option) any later version. +# +# Chrono is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with Chrono; if not, write to +# +# The Free Software Foundation, Inc., +# 59 Temple Place - Suite 330, +# Boston, MA 02111-1307, USA. + + + +## Converts temporal phrases into Chrono Entities + + +from Chrono.TimePhraseToChrono import * +from Chrono import referenceToken +from Chrono import chronoEntities as chrono +from Chrono import utils + + +#Example TimePhrase List +#Wsj_0152 +#0 11/02/89 <12,20> DATE 1989-11-02 +#1 Nov. 9 11/02/89 <145,160> DATE 1989-11-02 +#2 5 p.m. EST Nov. 9 <393,410> TIME 2017-11-09T17:00-0500 +#3 Nov. 6 <536,542> DATE 2017-11-06 + +## Takes in list of TimePhrase output and converts to ChronoEntity +# @author Nicholas Morton +# @param list of TimePhrase Output +# @param document creation time (optional) +# @return List of Chrono entities and the ChronoID +def buildChronoList(TimePhraseList, chrono_id, ref_list, PIclassifier, PIfeatures, dct=None): + chrono_list = [] + + ## Do some further pre-processing on the ref token list + ## Replace all punctuation with spaces + ref_list = referenceToken.replacePunctuation(ref_list) + ## Convert to lowercase + ref_list = referenceToken.lowercase(ref_list) + + for s in TimePhraseList: + #print(s) + chrono_tmp_list = [] + + # this is the new chrono time flags so we don't duplicate effort. Will ned to eventually re-write this flow. + # The flags are in the order: [loneDigitYear, month, day, hour, minute, second] + chrono_time_flags = {"loneDigitYear":False, "month":False, "day":False, "hour":False, "minute":False, "second":False, "fourdigityear":False, "twodigityear":False} + + #Parse out Year function + chrono_tmp_list, chrono_id, chrono_time_flags = MonthYear.buildYear(s, chrono_id, chrono_tmp_list, chrono_time_flags) + #Parse out Two-Digit Year + chrono_tmp_list, chrono_id, chrono_time_flags = MonthYear.build2DigitYear(s, chrono_id, chrono_tmp_list, chrono_time_flags) + #Parse out Month-of-Year + chrono_tmp_list, chrono_id, chrono_time_flags = MonthYear.buildMonthOfYear(s, chrono_id, chrono_tmp_list, chrono_time_flags) + #Parse out Day-of-Month + chrono_tmp_list, chrono_id, chrono_time_flags = DayOfMonth.buildDayOfMonth(s, chrono_id, chrono_tmp_list, chrono_time_flags) + #Parse out HourOfDay + chrono_tmp_list, chrono_id, chrono_time_flags = HourOfDay.buildHourOfDay(s, chrono_id, chrono_tmp_list, chrono_time_flags) + #Parse out MinuteOfHour + chrono_tmp_list, chrono_id, chrono_time_flags = MinuteOfHour.buildMinuteOfHour(s, chrono_id, chrono_tmp_list, chrono_time_flags) + #Parse out SecondOfMinute + chrono_tmp_list, chrono_id, chrono_time_flags = SecondOfMinute.buildSecondOfMinute(s, chrono_id, chrono_tmp_list, chrono_time_flags) + + + #Parse modifier text + chrono_tmp_list, chrono_id = Modifier.buildModifierText(s, chrono_id, chrono_tmp_list) + + #call non-standard formatting temporal phrases + chrono_tmp_list, chrono_id, chrono_time_flags = NumericDate.buildNumericDate(s, chrono_id, chrono_tmp_list, chrono_time_flags) + chrono_tmp_list, chrono_id, chrono_time_flags = TwentyFourHourTime.build24HourTime(s, chrono_id, chrono_tmp_list, chrono_time_flags) + + chrono_tmp_list, chrono_id = DayOfWeek.buildDayOfWeek(s, chrono_id, chrono_tmp_list) + chrono_tmp_list, chrono_id, chrono_time_flags = TextMonthAndDay.buildTextMonthAndDay(s, chrono_id, chrono_tmp_list, chrono_time_flags, dct, ref_list) + chrono_tmp_list, chrono_id = AMPM.buildAMPM(s, chrono_id, chrono_tmp_list, chrono_time_flags) + chrono_tmp_list, chrono_id = PartOfDay.buildPartOfDay(s, chrono_id, chrono_tmp_list) + chrono_tmp_list, chrono_id = PartOfWeek.buildPartOfWeek(s, chrono_id, chrono_tmp_list) + chrono_tmp_list, chrono_id = Season.buildSeasonOfYear(s, chrono_id, chrono_tmp_list, ref_list) + chrono_tmp_list, chrono_id = PeriodInterval.buildPeriodInterval(s, chrono_id, chrono_tmp_list, ref_list, PIclassifier, PIfeatures) + chrono_tmp_list, chrono_id = TextYear.buildTextYear(s, chrono_id, chrono_tmp_list) + chrono_tmp_list, chrono_id = This.buildThis(s, chrono_id, chrono_tmp_list) + chrono_tmp_list, chrono_id = BeforeAfter.buildBeforeAfter(s, chrono_id, chrono_tmp_list) + chrono_tmp_list, chrono_id = NthFromStart.buildNthFromStart(s, chrono_id, chrono_tmp_list, ref_list) + chrono_tmp_list, chrono_id = TimeZone.buildTimeZone(s, chrono_id, chrono_tmp_list) + chrono_tmp_list, chrono_id = Last.buildLast(s, chrono_id, chrono_tmp_list) + + # print("XXXXXXXXX") + # print(s) + # for e in chrono_tmp_list: + # print(e) + + + tmplist, chrono_id = buildSubIntervals(chrono_tmp_list, chrono_id, dct, ref_list) + chrono_list = chrono_list+tmplist + #Going to incorporate in future builds + #chrono_list, chrono_id = buildDuration(s, chrono_id, chrono_list) + #chrono_list, chrono_id = buildSet(s, chrono_id, chrono_list) + + return chrono_list, chrono_id + +#### +#END_MODULE +#### + +## Takes in list of ChronoEntities and identifies sub-intervals within the list +# @author Amy Olex +# @param list of ChronoEntities +# @return List of ChronoEntities with sub-intervals assigned +def buildSubIntervals(chrono_list, chrono_id, dct, ref_list): + year = None + month = None + day = None + hour = None + minute = None + second = None + daypart = None + dayweek = None + interval = None + period = None + nth = None + nxt = None + this = None + tz = None + ampm = None + modifier = None + last = None + + entity_count = 0 + + #print("in Build Subintervals") + ## loop through all entities and pull out the approriate IDs + for e in range(0,len(chrono_list)): + #print(chrono_list[e].get_id()) + e_type = chrono_list[e].get_type() + #print("E-type: " + e_type) + + if e_type == "Two-Digit-Year" or e_type == "Year": + year = e + entity_count = entity_count + 1 + # print("YEAR VALUE: " + str(chrono_list[e].get_value())) + elif e_type == "Month-Of-Year": + # print("FOUND Month") + month = e + entity_count = entity_count + 1 + elif e_type == "Day-Of-Month": + day = e + entity_count = entity_count + 1 + elif e_type == "Hour-Of-Day": + hour = e + entity_count = entity_count + 1 + elif e_type == "Minute-Of-Hour": + minute = e + entity_count = entity_count + 1 + elif e_type == "Second-Of-Minute": + second = e + entity_count = entity_count + 1 + elif e_type == "Part-Of-Day": + daypart = e + entity_count = entity_count + 1 + elif e_type == "Day-Of-Week": + dayweek = e + entity_count = entity_count + 1 + elif e_type == "Calendar-Interval": + interval = e + entity_count = entity_count + 1 + elif e_type == "Period": + period = e + entity_count = entity_count + 1 + elif e_type == "NthFromStart": + nth = e + entity_count = entity_count + 1 + elif e_type == "Next": + nxt = e + entity_count = entity_count + 1 + elif e_type == "This": + this = e + entity_count = entity_count + 1 + + elif e_type == "Time-Zone": + tz = e + entity_count = entity_count + 1 + elif e_type == "AMPM-Of-Day": + ampm = e + entity_count = entity_count + 1 + elif e_type == "Modifier": + modifier = e + entity_count = entity_count + 1 + elif e_type == "Last": + last = e + entity_count = entity_count + 1 + + + + ## Now add additional NEXT and LAST entities where needed + ## Need to edit to figure out if a modifier word exists first, then test for year, etc. + ## need to look specifically for modifier words in the other methods. This method catches full dates that are next or last with no modifier words. + ## update: I now have a buildLast() method that identifies the modifier words. + if year is None: + if dct is not None: + if month is not None and this is None and nxt is None and last is None: + mStart = chrono_list[month].get_start_span() + mEnd = chrono_list[month].get_end_span() + + my_month = utils.getMonthNumber(chrono_list[month].get_month_type()) + + if day is not None and my_month == dct.month: + # add a Last + if chrono_list[day].get_value() <= dct.day: + chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[month].get_id())) + chrono_id = chrono_id + 1 + elif chrono_list[day].get_value() > dct.day: + chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[month].get_id())) + chrono_id = chrono_id + 1 + + elif my_month < dct.month: + chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[month].get_id())) + chrono_id = chrono_id + 1 + + elif my_month > dct.month: + chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[month].get_id())) + chrono_id = chrono_id + 1 + + ##having a problem where a past day is being referenced without it being explicit. + ##need to look at the closest preceding verb tense to see if it is past or present I think. + ##will need the reference list to do this. + if dayweek is not None and this is None and nxt is None and last is None: + mStart = chrono_list[dayweek].get_start_span() + mEnd = chrono_list[dayweek].get_end_span() + + #Get ref idx for this token + ref = utils.getRefIdx(ref_list, mStart, mEnd) + vb = None + + while vb is None and ref != 0: + if "VB" in ref_list[ref].getPos(): + if ref_list[ref].getPos() in ["VBD","VBN"]: + #past tense so put as a last + chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[dayweek].get_id())) + chrono_id = chrono_id + 1 + # print("FOUND DAYWEEK LAST") + elif ref_list[ref].getPos() in ["VB","VBG","VBP","VBZ"]: + #present tense so put as a next + chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[dayweek].get_id())) + chrono_id = chrono_id + 1 + # print("FOUND DAYWEEK NEXT") + vb = True + # print("Ref Tok: " + str(ref)) + ref-=1 + + ''' + weekdays = {"Monday":0, "Tuesday":1, "Wednesday":2, "Thursday":3, "Friday":4, "Saturday":5, "Sunday":6} + ##Monday is 0 and Sunday is 6 + dct_day = dct.weekday() + ##need convert the doctime to a day of week + my_dayweek = weekdays[chrono_list[dayweek].get_day_type()] + + if my_dayweek < dct_day: + chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[dayweek].get_id())) + chrono_id = chrono_id + 1 + print("FOUND DAYWEEK LAST") + + elif my_dayweek > dct_day: + chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[dayweek].get_id())) + chrono_id = chrono_id + 1 + print("FOUND DAYWEEK NEXT") + ''' + + ## Now assign all sub-intervals + if second is not None and minute is not None: + chrono_list[minute].set_sub_interval(chrono_list[second].get_id()) + if minute is not None and hour is not None: + #print("Linking entities " + str(minute) + " and " + str(hour)) + chrono_list[hour].set_sub_interval(chrono_list[minute].get_id()) + if hour is not None and day is not None: + chrono_list[day].set_sub_interval(chrono_list[hour].get_id()) + if day is not None and month is not None: + chrono_list[month].set_sub_interval(chrono_list[day].get_id()) + if month is not None and year is not None: + chrono_list[year].set_sub_interval(chrono_list[month].get_id()) + if dayweek is not None and hour is not None: + chrono_list[dayweek].set_sub_interval(chrono_list[hour].get_id()) + if dayweek is not None and daypart is not None and hour is None: + chrono_list[dayweek].set_sub_interval(chrono_list[daypart].get_id()) + if day is not None and daypart is not None and hour is None: + chrono_list[day].set_sub_interval(chrono_list[daypart].get_id()) + if nth is not None and period is not None: + # print("Adding period sub-interval") + chrono_list[nth].set_period(chrono_list[period].get_id()) + elif nth is not None and interval is not None: + # print("Adding interval sub-interval") + chrono_list[nth].set_repeating_interval(chrono_list[interval].get_id()) + + + ## Test to see if we have a Last entity AND the entity count is only 1 + ## If yes, then remove the Last entity + ## Current not implementing this, but may need to add it in the future. This removal of entities reduced our recall by half +# if last is not None and entity_count == 1: +# print("Found a Last without a temporal entity") +# del chrono_list[last] + + reindex = False + if ampm is not None and hour is not None: + chrono_list[hour].set_ampm(chrono_list[ampm].get_id()) + elif ampm is not None and hour is None: + # Delete the AMPM entity if no hour associated with it. + #print("Deleting AMPM") + del chrono_list[ampm] + reindex = True + + ## I know I need to reindex here, but I honestly forgot exactly why. + if reindex: + for e in range(0,len(chrono_list)): + #print(chrono_list[e].get_id()) + e_type = chrono_list[e].get_type() + if e_type == "Time-Zone": + #print("Reindexing Time Zone Value: " + str(chrono_list[e])) + tz = e + + + if tz is not None and hour is not None: + chrono_list[hour].set_time_zone(chrono_list[tz].get_id()) + elif tz is not None and hour is None: + # Delete the tz entity if there is no hour to link it to. Not sure if this will work for all cases. + #print("Deleting TimeZone") + del chrono_list[tz] + + # Link modifiers + if modifier is not None and period is not None: + chrono_list[period].set_modifier(chrono_list[modifier].get_id()) + elif modifier is not None and interval is not None: + chrono_list[interval].set_modifier(chrono_list[modifier].get_id()) + elif modifier is not None and period is None and interval is None: + # Delete the modifier entity if there is no period or interval to link it to. Not sure if this will work for all cases. + #print("Deleting Modifier") + del chrono_list[modifier] + + + ##### Notes: This next bit is complicated. If I include it I remove some False Positives, but I also create some False Negatives. + ##### I think more complex parsing is needed here to figure out if the ordinal is an NthFromStart or not. + ##### I think implementing a machine learning method here may help. + #elif nth is not None: + # if the nthFromStart does not have a corresponding interval we should remove it from the list. + #print("REMOVING NthFromStart: " + str(chrono_list[nth])) + #del chrono_list[nth] + + return chrono_list, chrono_id + +#### +#END_MODULE +#### + +### UNUSED ### +## Parses a TimePhrase entity's text field to determine if it contains a part of the day expression, then builds the associated chronoentity list +# @author Nicholas Morton +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return TimePhrase Duration Entity +# def buildDuration(s, chrono_id, chrono_list): +# +# #if hasExactDuration(s): #3 days -> P3D +# +# #if hasInExactDuration(s): #a few years -> PXY +# +# #if hasDurationRange(s): #2 to 3 months -> P2M/P3M +# +# return chrono_list, chrono_id +# +# #### +#END_MODULE +#### + + +### UNUSED ### +## Parses a TimePhrase entity's text field to determine if it contains a part of the day expression, then builds the associated chronoentity list +# @author Nicholas Morton +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return TimePhrase Set Entity +# def buildSet(s, chrono_id, chrono_list): +# +# return chrono_list, chrono_id + + + +# @author Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag +# def hasExactDuration(tpentity): +# +# if "P#D": +# return True +# else: +# return False + + +### UNUSED ############# +## Takes in a single text string and identifies if it has a hh:mm:ss +# @author Nicholas Morton +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +# def hasTimeString(tpentity): +# text_lower = tpentity.getText().lower() +# # remove all punctuation +# text_norm = text_lower.translate(str.maketrans("", "", ",")) +# # convert to list +# text_list = text_norm.split(" ") +# +# if len(text_list) > 0: +# # loop through list looking for expression +# for text in text_list: +# # define regular expression to find a numeric hour +# if (re.search('^(?:(?:([01]?\d|2[0-3]):)?([0-5]?\d):)?([0-5]?\d)$', text)): # checks for HH:MM:SS String +# if len(text.split(":")) == 3: +# start_idx, end_idx = getSpan(text_norm, re.compile(":").split(text)[0]) +# return True, text, start_idx, end_idx +# +# else: +# return False, None, None, None # if no 2 digit hour expressions were found return false +# +# return False, None, None, None # if no 2 digit hour expressions were found return false +# else: +# +# return False, None, None, None # if the text_list does not have any entries, return false diff --git a/Chrono/TimePhraseToChrono/AMPM.py b/Chrono/TimePhraseToChrono/AMPM.py new file mode 100644 index 00000000..713dcff7 --- /dev/null +++ b/Chrono/TimePhraseToChrono/AMPM.py @@ -0,0 +1,89 @@ +import re + +from Chrono import chronoEntities as chrono, utils +from Chrono.utils import calculateSpan + + +## Parses a TimePhrase entity's text field to determine if it contains a AM or PM time indication, then builds the associated chronoentity list +# @author Amy Olex +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +def buildAMPM(s, chrono_id, chrono_list, flags): + am_flag = True + ref_Sspan, ref_Espan = s.getSpan() + ## Identify if a time zone string exists + # tz = hasTimeZone(s) + # if tz is not None: + # my_tz_entity = chrono.ChronoTimeZoneEntity(str(chrono_id) + "entity", start_span =tz.span(0)[0] + ref_Sspan, end_span=tz.span(0)[1] + ref_Sspan) + # chrono_list.append(my_tz_entity) + # chrono_id = chrono_id + 1 + # else: + # my_tz_entity = None + + boo, val, idxstart, idxend = hasAMPM(s) + if boo: + if val == "PM": + am_flag = False + + abs_Sspan = ref_Sspan + idxstart + abs_Espan = ref_Sspan + idxend + my_AMPM_entity = chrono.ChronoAMPMOfDayEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, ampm_type=val) + chrono_id = chrono_id + 1 + chrono_list.append(my_AMPM_entity) + + #check to see if it has a time associated with it. We assume the time comes before the AMPM string + #We could parse out the time from the TimePhrase normalized value. The problem is getting the correct span. + #idx_start is the first index of the ampm. If there are any characters before it, it will be greater than 0. + if idxstart > 0 and not flags['hour']: + substr = s.getText()[0:idxstart] + m = re.search('([0-9]{1,2})', substr) + if m is not None : + hour_val = m.group(0) + abs_Sspan = ref_Sspan + m.span(0)[0] + abs_Espan = ref_Sspan + m.span(0)[1] + #print("Adding Hour in AMPM") + my_hour_entity = chrono.ChronoHourOfDayEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=hour_val, ampm=my_AMPM_entity.get_id()) + chrono_id = chrono_id + 1 + chrono_list.append(my_hour_entity) + + #else search for a text number + else: + texNumVal = utils.getNumberFromText(substr) + + if texNumVal is not None: + #create the hour entity + if not flags['hour']: + my_hour_entity = chrono.ChronoHourOfDayEntity(entityID=str(chrono_id) + "entity", start_span=ref_Sspan, end_span=ref_Sspan + (idxstart - 1), value=texNumVal, ampm=my_AMPM_entity.get_id()) + chrono_id = chrono_id + 1 + chrono_list.append(my_hour_entity) + + + return chrono_list, chrono_id + + +## Takes in a single text string and identifies if it has any AM or PM phrases +# @author Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +def hasAMPM(tpentity): + # convert to all lower + # text_lower = tpentity.getText().lower() + text = tpentity.getText() + # remove all punctuation + text_norm = text.translate(str.maketrans("", "", ",")) + # convert to list + text_list = text_norm.split(" ") + + if len(text_list) > 0: + for text in text_list: + if (re.search('AM|A\.M\.|am|a\.m\.', text)): + match = re.search('AM|A\.M\.|am|a\.m\.', text).group(0) + start_idx, end_idx = calculateSpan(text_norm, match) + return True, "AM", start_idx, end_idx + elif (re.search('PM|P\.M\.|pm|p\.m\.', text)): + match = re.search('PM|P\.M\.|pm|p\.m\.', text).group(0) + start_idx, end_idx = calculateSpan(text_norm, match) + return True, "PM", start_idx, end_idx + return False, None, None, None \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/BeforeAfter.py b/Chrono/TimePhraseToChrono/BeforeAfter.py new file mode 100644 index 00000000..385ba3cc --- /dev/null +++ b/Chrono/TimePhraseToChrono/BeforeAfter.py @@ -0,0 +1,84 @@ +import string + +import Chrono.utils +from Chrono import chronoEntities as chrono + + +## Takes in a TimePhraseEntity and identifies if it should be annotated as a After entity +# @author Amy Olex +# @param s The TimePhraseEntity to parse +# @param chrono_id The current chrono_id to increment as new chronoEntities are added to list. +# @param chrono_list The list of Chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. + +def buildBeforeAfter(s, chrono_id, chrono_list): + boo, val, startSpan, endSpan = hasBeforeAfter(s) + + ## find the word "after" or "later" as a single token + if boo: + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpan = ref_StartSpan + startSpan + abs_EndSpan = abs_StartSpan + abs(endSpan - startSpan) + + if val == "After": + chrono_after_entity = chrono.ChronoAfterOperator(entityID=str(chrono_id) + "entity", + start_span=abs_StartSpan, end_span=abs_EndSpan, + interval_type="Link") + chrono_id = chrono_id + 1 + chrono_list.append(chrono_after_entity) + + + elif val == "Before": + chrono_before_entity = chrono.ChronoBeforeOperator(entityID=str(chrono_id) + "entity", + start_span=abs_StartSpan, end_span=abs_EndSpan, + interval_type="Link") + chrono_id = chrono_id + 1 + chrono_list.append(chrono_before_entity) + + return chrono_list, chrono_id + + +#### +# END_MODULE +#### + +## Takes in a single text string and identifies if it has any Before or After phrases +# @author Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +def hasBeforeAfter(tpentity): + # convert to all lower + text_lower = tpentity.getText().lower() + # remove all punctuation + text_norm = text_lower.translate(str.maketrans(string.punctuation, ' ' * len(string.punctuation))) + # convert to list + text_list = text_norm.split(" ") + + # define my day lists + b_words = ["before", "ago", "pre", "previously", "earlier", "until"] + a_words = ["after", "later"] + ba_words = b_words + a_words + + # figure out if any of the tokens in the text_list are also in the modifiers list + intersect = list(set(text_list) & set(ba_words)) + + # only proceed if the intersect list has a length of 1 or more. + # I'm assuming it will only be a length of 1, if it is not then we don't know what to do with it. + if len(intersect) == 1: + # test if the intersect list contains which days. + if len(list(set(intersect) & set(b_words))) == 1: + start_idx, end_idx = Chrono.utils.calculateSpan(text_lower, list(set(intersect) & set(b_words))[0]) + return True, "Before", start_idx, end_idx + + if len(list(set(intersect) & set(a_words))) == 1: + start_idx, end_idx = Chrono.utils.calculateSpan(text_lower, list(set(intersect) & set(a_words))[0]) + return True, "After", start_idx, end_idx + + else: + return False, None, None, None + else: + return False, None, None, None + +#### +# END_MODULE +#### \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/DayOfMonth.py b/Chrono/TimePhraseToChrono/DayOfMonth.py new file mode 100644 index 00000000..fd898120 --- /dev/null +++ b/Chrono/TimePhraseToChrono/DayOfMonth.py @@ -0,0 +1,95 @@ +import Chrono.utils +from Chrono import chronoEntities as chrono +from Chrono import utils +import re + +## Takes in list of TimePhrase output and converts to chronoEntity +# @author Nicholas Morton +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +def buildDayOfMonth(s, chrono_id, chrono_list, flags): + b, text, startSpan, endSpan = hasDayOfMonth(s) + if b and not flags["day"]: + flags["day"] = True + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpan = ref_StartSpan + startSpan + abs_EndSpan = abs_StartSpan + abs(endSpan - startSpan) + if (int(text) <= 31): + chrono_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, + end_span=abs_EndSpan, value=int(text)) + chrono_list.append(chrono_entity) + chrono_id = chrono_id + 1 + + return chrono_list, chrono_id, flags + + +#### +# END_MODULE +#### + +## Takes in a single text string and identifies if it has a day of the month in numeric format +# @author Nicholas Morton and Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +def hasDayOfMonth(tpentity): + text_lower = tpentity.getText().lower() + # remove all punctuation + text_norm = text_lower.translate(str.maketrans(",", " ")) + # convert to list + text_list = text_norm.split(" ") + + if len(text_list) > 0: + # loop through list looking for expression + for text in text_list: + # get start coordinate of this token in the full string so we can calculate the position of the temporal matches. + text_start, text_end = Chrono.utils.calculateSpan(text_norm, text) + + # define regular expression to find a 2-digit month + twodigitstart = re.search('([0-9]{1,2})[-/:]([0-9]{1,2}|[A-Za-z]{3,4})[-/:]([0-9]{2})', text) + fourdigitstart = re.search('([0-9]{4})[-/:]([0-9]{1,2}|[A-Za-z]{3,4})[-/:]([0-9]{2})', text) + + if (fourdigitstart): + # If start with 4 digits then assum the format yyyy/mm/dd + start_idx, end_idx = Chrono.utils.calculateSpan(text, fourdigitstart[3]) + return True, fourdigitstart[3], text_start + start_idx, text_start + end_idx + elif (twodigitstart): + # If only starts with 2 digits assume the format mm/dd/yy or mm/dd/yyyy + # Note for dates like 12/03/2012, the text 12/11/03 and 11/03/12 can't be disambiguated, so will return 12 as the month for the first and 11 as the month for the second. + # check to see if the middle is text, if yes then treat the first 2 digits as a day + + if re.search('[A-Za-z]{3,4}', twodigitstart[2]): + # if the second entity is all characters and is a valid text month get the first number as the day + # I have to test explicitly for "may" because it is not in the get month number method. + if utils.getMonthNumber(twodigitstart[2]) <= 12 or twodigitstart[2] == "may": + + if int(twodigitstart[1]) <= 31: + start_idx, end_idx = Chrono.utils.calculateSpan(text, twodigitstart[1]) + return True, twodigitstart[1], text_start + start_idx, text_start + end_idx + else: + return False, None, None, None + + # check to see if the first two digits are less than or equal to 12. If greater then we have the format yy/mm/dd + elif int(twodigitstart[1]) <= 12: + # print("found 2digit start mm-dd-yy: " + str(twodigitstart.span(2)[0]+text_start) + " : " + str(twodigitstart.group(2))) + # assume mm/dd/yy + start_idx, end_idx = Chrono.utils.calculateSpan(text, twodigitstart[2]) + return True, twodigitstart[2], text_start + start_idx, text_start + end_idx + elif int(twodigitstart[1]) > 12: + # assume yy/mm/dd + start_idx, end_idx = Chrono.utils.calculateSpan(text, twodigitstart[3]) + return True, twodigitstart[3], text_start + start_idx, text_start + end_idx + else: + return False, None, None, None + + return False, None, None, None # if no 2 digit month expressions were found return false + else: + + return False, None, None, None # if the text_list does not have any entries, return false + + return False, None, None, None # if the text_list does not have any entries, return false + +#### +# END_MODULE +#### diff --git a/Chrono/TimePhraseToChrono/DayOfWeek.py b/Chrono/TimePhraseToChrono/DayOfWeek.py new file mode 100644 index 00000000..3c4d964f --- /dev/null +++ b/Chrono/TimePhraseToChrono/DayOfWeek.py @@ -0,0 +1,135 @@ +import Chrono.TimePhraseToChrono.Modifier +from Chrono import chronoEntities as chrono +import string + + +## Parses a TimePhrase entity's text field to determine if it contains a day of the week written out in text form, then builds the associated chronoentity list +# @author Amy Olex +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +def buildDayOfWeek(s, chrono_id, chrono_list): + boo, val, idxstart, idxend = hasDayOfWeek(s) + if boo: + ref_Sspan, ref_Espan = s.getSpan() + abs_Sspan = ref_Sspan + idxstart + abs_Espan = ref_Sspan + idxend + my_entity = chrono.ChronoDayOfWeekEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, + end_span=abs_Espan, day_type=val) + chrono_list.append(my_entity) + chrono_id = chrono_id + 1 + # check here to see if it has a modifier + hasMod, mod_type, mod_start, mod_end = Chrono.TimePhraseToChrono.Modifier.hasNextLastThis(s) + if (hasMod): + if mod_type == "This": + chrono_list.append(chrono.ChronoThisOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, + end_span=abs_Espan, repeating_interval=my_entity.get_id())) + chrono_id = chrono_id + 1 + + if mod_type == "Next": + chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, + end_span=abs_Espan, repeating_interval=my_entity.get_id())) + chrono_id = chrono_id + 1 + + if mod_type == "Last": + chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, + end_span=abs_Espan, repeating_interval=my_entity.get_id(), + semantics="Interval-Included")) + chrono_id = chrono_id + 1 + # else: + # chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id(), semantics="Interval-Included")) + # chrono_id = chrono_id + 1 + + # else: + # TODO all last operators are getting added here except yesterday... + # chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, semantics="Interval-Included", repeating_interval=my_entity.get_id())) + # chrono_id = chrono_id + 1 + + return chrono_list, chrono_id + + +#### +# END_MODULE +#### + +## Takes in a single text string and identifies if it is a day of week +# @author Amy Olex +# @param text The text to be parsed +# @return value The normalized string value for the day of week, or None if no Day of week found. +# @ISSUE If there are multiple days of week in the temporal phrase it only captures one of them. +def hasDayOfWeek(tpentity): + # print("Before:" + text) + # convert to all lower + text_lower = tpentity.getText().lower() + # remove all punctuation + text_norm = text_lower.translate(str.maketrans("", "", string.punctuation)) + # print("After:" + text_norm) + # convert to list + text_list = text_norm.split(" ") + + # define my day lists + M = ["monday", "mon", "m"] + T = ["tuesday", "tue", "tues", "t"] + W = ["wednesday", "wed", "w"] + TR = ["thursday", "thur", "tr", "th"] + F = ["friday", "fri", "f"] + S = ["saturday", "sat", "s"] + SU = ["sunday", "sun", "su"] + days_of_week = M + T + W + TR + F + S + SU + + # figure out if any of the tokens in the text_list are also in the days of week list + intersect = list(set(text_list) & set(days_of_week)) + + # only proceed if the intersect list has a length of 1 or more. + if len(intersect) >= 1: + # test if the intersect list contains which days. + if len(list(set(intersect) & set(M))) == 1: + day_text = list(set(intersect) & set(M))[0] + start_idx = text_norm.index(day_text) + end_idx = start_idx + len(day_text) + return True, "Monday", start_idx, end_idx + + if len(list(set(intersect) & set(T))) == 1: + day_text = list(set(intersect) & set(T))[0] + start_idx = text_norm.index(day_text) + end_idx = start_idx + len(day_text) + return True, "Tuesday", start_idx, end_idx + + if len(list(set(intersect) & set(W))) == 1: + day_text = list(set(intersect) & set(W))[0] + start_idx = text_norm.index(day_text) + end_idx = start_idx + len(day_text) + return True, "Wednesday", start_idx, end_idx + + if len(list(set(intersect) & set(TR))) == 1: + day_text = list(set(intersect) & set(TR))[0] + start_idx = text_norm.index(day_text) + end_idx = start_idx + len(day_text) + return True, "Thursday", start_idx, end_idx + + if len(list(set(intersect) & set(F))) == 1: + day_text = list(set(intersect) & set(F))[0] + start_idx = text_norm.index(day_text) + end_idx = start_idx + len(day_text) + return True, "Friday", start_idx, end_idx + + if len(list(set(intersect) & set(S))) == 1: + day_text = list(set(intersect) & set(S))[0] + start_idx = text_norm.index(day_text) + end_idx = start_idx + len(day_text) + return True, "Saturday", start_idx, end_idx + + if len(list(set(intersect) & set(SU))) == 1: + day_text = list(set(intersect) & set(SU))[0] + start_idx = text_norm.index(day_text) + end_idx = start_idx + len(day_text) + return True, "Sunday", start_idx, end_idx + else: + return False, None, None, None + else: + return False, None, None, None + +#### +# END_MODULE +#### diff --git a/Chrono/TimePhraseToChrono/HourOfDay.py b/Chrono/TimePhraseToChrono/HourOfDay.py new file mode 100644 index 00000000..dc896a3d --- /dev/null +++ b/Chrono/TimePhraseToChrono/HourOfDay.py @@ -0,0 +1,63 @@ +import Chrono.utils +from Chrono import chronoEntities as chrono +import re + + +## Takes in list of TimePhrase output and converts to chronoEntity +# @author Nicholas Morton +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +def buildHourOfDay(s, chrono_id, chrono_list, flags): + b, text, startSpan, endSpan = hasHourOfDay(s) + if b and not flags["hour"]: + # print("Found Hour in buildChronoHour") + flags["hour"] = True + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpan = ref_StartSpan + startSpan + abs_EndSpan = abs_StartSpan + abs(endSpan - startSpan) + chrono_entity = chrono.ChronoHourOfDayEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, + end_span=abs_EndSpan, value=int(text)) + chrono_list.append(chrono_entity) + chrono_id = chrono_id + 1 + + return chrono_list, chrono_id, flags + + +#### +# END_MODULE +#### + +## Takes in a single text string and identifies if it has a hour of a day +# @author Nicholas Morton and Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +def hasHourOfDay(tpentity): + text_lower = tpentity.getText().lower() + # remove all punctuation + text_norm = text_lower.translate(str.maketrans("", "", ",")) + # convert to list + text_list = text_norm.split(" ") + + if len(text_list) > 0: + # loop through list looking for expression + for text in text_list: + # define regular expression to find a numeric hour + + if (re.search('^(?:(?:([01]?\d|2[0-3]):)?([0-5]?\d):)?([0-5]?\d)$', text)): # checks for HH:MM:SS String + match = re.search('^(?:(?:([01]?\d|2[0-3]):)?([0-5]?\d):)?([0-5]?\d)$', text).group(0) + if len(match.split(":")) == 2 or len(match.split(":")) == 3: + start_idx, end_idx = Chrono.utils.calculateSpan(text_norm, re.compile(":").split(match)[0]) + return True, re.compile(":").split(match)[0], start_idx, end_idx + else: + return False, None, None, None # if no 2 digit hour expressions were found return false + + return False, None, None, None # if no 2 digit hour expressions were found return false + else: + + return False, None, None, None # if the text_list does not have any entries, return false + +#### +# END_MODULE +#### diff --git a/Chrono/TimePhraseToChrono/Last.py b/Chrono/TimePhraseToChrono/Last.py new file mode 100644 index 00000000..b50085a5 --- /dev/null +++ b/Chrono/TimePhraseToChrono/Last.py @@ -0,0 +1,41 @@ +import string +import re +from Chrono import chronoEntities as chrono + + +def buildLast(s, chrono_id, chrono_list): + boo, val, startSpan, endSpan = hasLast(s) + + if boo: + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpan = ref_StartSpan + startSpan + abs_EndSpan = abs_StartSpan + abs(endSpan - startSpan) + + chrono_last_entity = chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, end_span=abs_EndSpan) + + chrono_id = chrono_id + 1 + chrono_list.append(chrono_last_entity) + + return chrono_list, chrono_id + +#### +#END_MODULE +#### + +## Takes in a single TimePhrase entity and determines if it has an explicit Last entity specified in the text. +# @author Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs the regex object or None +def hasLast(tpentity): + text = tpentity.getText() + text_norm = text.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) + lst = re.search('(last|previously|pre|later|earlier|early|previous|past|lately|final|latest|prior|recent|recently)', text_norm) + + if lst is not None: + return True, lst.group(1), lst.start(1), lst.end(1) + + return False, None, None, None + +#### +#END_MODULE +#### diff --git a/Chrono/TimePhraseToChrono/MinuteOfHour.py b/Chrono/TimePhraseToChrono/MinuteOfHour.py new file mode 100644 index 00000000..ba3f2b24 --- /dev/null +++ b/Chrono/TimePhraseToChrono/MinuteOfHour.py @@ -0,0 +1,62 @@ +import Chrono.utils +from Chrono import chronoEntities as chrono +import re + +## Takes in list of TimePhrase output and converts to chronoEntity +# @author Nicholas Morton +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +def buildMinuteOfHour(s, chrono_id, chrono_list, flags): + b, text, startSpan, endSpan = hasMinuteOfHour(s) + + if b and not flags["minute"]: + flags["minute"] = True + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpan = ref_StartSpan + startSpan + abs_EndSpan = abs_StartSpan + abs(endSpan - startSpan) + chrono_entity = chrono.ChronoMinuteOfHourEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, + end_span=abs_EndSpan, value=int(text)) + chrono_list.append(chrono_entity) + chrono_id = chrono_id + 1 + + return chrono_list, chrono_id, flags + + +#### +# END_MODULE +#### + +## Takes in a single text string and identifies if it has a minute of an hour +# @author Nicholas Morton +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +def hasMinuteOfHour(tpentity): + text_lower = tpentity.getText().lower() + # remove all punctuation + text_norm = text_lower.translate(str.maketrans("", "", ",")) + # convert to list + text_list = text_norm.split(" ") + + if len(text_list) > 0: + # loop through list looking for expression + for text in text_list: + # define regular expression to find a 2-digit minute + + if (re.search('^(?:(?:([01]?\d|2[0-3]):)?([0-5]?\d):)?([0-5]?\d)$', text)): # checks for HH:MM:SS String + match = re.search('^(?:(?:([01]?\d|2[0-3]):)?([0-5]?\d):)?([0-5]?\d)$', text).group(0) + if len(match.split(":")) == 2 or len(match.split(":")) == 3: + start_idx, end_idx = Chrono.utils.calculateSpan(text_norm, re.compile(":").split(match)[1]) + return True, re.compile(":").split(match)[1], start_idx, end_idx + else: + return False, None, None, None # if no 2 digit hour expressions were found return false + + return False, None, None, None # if no 2 digit day expressions were found return false + else: + + return False, None, None, None # if the text_list does not have any entries, return false + +#### +# END_MODULE +#### \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/Modifier.py b/Chrono/TimePhraseToChrono/Modifier.py new file mode 100644 index 00000000..b0bee060 --- /dev/null +++ b/Chrono/TimePhraseToChrono/Modifier.py @@ -0,0 +1,154 @@ +import string +from Chrono import chronoEntities as chrono +from Chrono.utils import calculateSpan + + +## Parses a TimePhrase entity's text field to determine if it contains a modifier text expression, then builds the associated chronoentity list +# @author Luke Maffey +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +def buildModifierText(s, chrono_id, chrono_list): + boo, val, idxstart, idxend = hasModifierText(s) + if boo: + ref_Sspan, ref_Espan = s.getSpan() + abs_Sspan = ref_Sspan + idxstart + abs_Espan = ref_Sspan + idxend + if val is not None: + if val in ("nearly", "almost", "<"): + my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, modifier="Less-Than") + chrono_list.append(my_modifier_entity) + chrono_id = chrono_id + 1 + elif val in ("about", "approximately"): + my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", + start_span=abs_Sspan, end_span=abs_Espan, modifier="Approx") + chrono_list.append(my_modifier_entity) + chrono_id = chrono_id + 1 + elif val == "late": + my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", + start_span=abs_Sspan, end_span=abs_Espan, modifier="End") + chrono_list.append(my_modifier_entity) + chrono_id = chrono_id + 1 + elif val == "mid": + my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", + start_span=abs_Sspan, end_span=abs_Espan, modifier="Mid") + chrono_list.append(my_modifier_entity) + chrono_id = chrono_id + 1 + elif val == "fiscal" or val == "fy": + my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", + start_span=abs_Sspan, end_span=abs_Espan, modifier="Fiscal") + chrono_list.append(my_modifier_entity) + chrono_id = chrono_id + 1 + elif val == "over": + my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", + start_span=abs_Sspan, end_span=abs_Espan, modifier="More-Than") + chrono_list.append(my_modifier_entity) + chrono_id = chrono_id + 1 + elif val in ("early", "beginning"): + my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", + start_span=abs_Sspan, end_span=abs_Espan, modifier="Start") + chrono_list.append(my_modifier_entity) + chrono_id = chrono_id + 1 + else: + my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", + start_span=abs_Sspan, end_span=abs_Espan, modifier="Approx") + chrono_list.append(my_modifier_entity) + chrono_id = chrono_id + 1 + else: + my_modifier_entity = None + + return chrono_list, chrono_id + + +## Takes in a single text string and identifies if it has a modifier text +# @author Luke Maffey +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +def hasModifierText(tpentity): + + text_lower = tpentity.getText().lower() + #remove all punctuation + text_norm = text_lower.translate(str.maketrans("", "", ",")) + #convert to list + text_list = text_norm.split(" ") + + if len(text_list)>0: + #loop through list looking for expression + temp_text = ["nearly", "almost", "<", "late", "mid", "fiscal", "fy", "over", "early", "approximately", "beginning"] + + for t in text_list: + answer = next((m for m in temp_text if m in t), None) + if answer is not None: + answer2 = next((m for m in temp_text if t in m), None) + if answer2 is not None: + return True, t, calculateSpan(text_norm, t)[0], calculateSpan(text_norm, t)[1] + else: + return False, None, None, None # if no 2 digit hour expressions were found return false + else: + return False, None, None, None # if no 2 digit day expressions were found return false + else: + + return False, None, None, None # if the text_list does not have any entries, return false + + +## Takes in a single text string and identifies if it has any modufying phrases +# @author Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +def hasNextLastThis(tpentity): + # convert to all lower + text_lower = tpentity.getText().lower() + # remove all punctuation + text_norm = text_lower.translate(str.maketrans(string.punctuation, ' ' * len(string.punctuation))) + # convert to list + text_list = text_norm.split(" ") + + # define my day lists + modifiers = ["this", "next", "last", "a", "each", "between", "from"] + + # figure out if any of the tokens in the text_list are also in the modifiers list + intersect = list(set(text_list) & set(modifiers)) + + # only proceed if the intersect list has a length of 1 or more. + # I'm assuming it will only be a length of 1, if it is not then we don't know what to do with it. + if len(intersect) == 1: + # test if the intersect list contains which days. + if intersect[0] == "this": + start_idx = text_norm.index("this") + end_idx = start_idx + len("this") + return True, "This", start_idx, end_idx + + if intersect[0] == "next": + start_idx = text_norm.index("next") + end_idx = start_idx + len("next") + return True, "Next", start_idx, end_idx + + if intersect[0] == "last": + start_idx = text_norm.index("last") + end_idx = start_idx + len("last") + return True, "Last", start_idx, end_idx + + if intersect[0] == "a": + start_idx = text_norm.index("a") + end_idx = start_idx + len("a") + return True, "Period", start_idx, end_idx + + if intersect[0] == "each": + start_idx = text_norm.index("each") + end_idx = start_idx + len("each") + return True, "Period", start_idx, end_idx + + if intersect[0] == "between": + start_idx = text_norm.index("between") + end_idx = start_idx + len("between") + return True, "Period", start_idx, end_idx + + if intersect[0] == "from": + start_idx = text_norm.index("from") + end_idx = start_idx + len("from") + return True, "Period", start_idx, end_idx + else: + return False, None, None, None + else: + return False, None, None, None \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/MonthYear.py b/Chrono/TimePhraseToChrono/MonthYear.py new file mode 100644 index 00000000..3afa8047 --- /dev/null +++ b/Chrono/TimePhraseToChrono/MonthYear.py @@ -0,0 +1,410 @@ +import calendar +import re +import Chrono.utils +from Chrono import chronoEntities as chrono +from Chrono import utils +from Chrono.TimePhraseToChrono.DayOfMonth import hasDayOfMonth +from Chrono.TimePhraseToChrono.HourOfDay import hasHourOfDay +from Chrono.TimePhraseToChrono.MinuteOfHour import hasMinuteOfHour +from Chrono.TimePhraseToChrono.SecondOfMinute import hasSecondOfMinute + +## Takes in list of TimePhrase output and converts to ChronoEntity +# @author Nicholas Morton and Amy Olex +# @param s The TimePhrase entity to parse +# @param chrono_id The current chrono_id to increment as new chronoEntities are added to list. +# @param chrono_list The list of Chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +# The flags are in the order: [loneDigitYear, month, day, hour, minute, second] + +def buildYear(s, chrono_id, chrono_list, flags): + b, text, startSpan, endSpan, flags = hasYear(s, flags) + if b: + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpan = ref_StartSpan + startSpan + abs_EndSpan = ref_StartSpan + endSpan + chrono_year_entity = chrono.ChronoYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, + end_span=abs_EndSpan, value=int(text)) + chrono_id = chrono_id + 1 + flags["fourdigityear"] = True + + # Check for Month in same element + bMonth, textMonth, startSpanMonth, endSpanMonth = hasMonthOfYear(s) + if bMonth and not flags["month"]: + flags["month"] = True + abs_StartSpanMonth = ref_StartSpan + startSpanMonth + abs_EndSpanMonth = abs_StartSpanMonth + abs(endSpanMonth - startSpanMonth) + m = utils.getMonthNumber(textMonth) + + if (m <= 12): + chrono_month_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", + start_span=abs_StartSpanMonth, + end_span=abs_EndSpanMonth, + month_type=calendar.month_name[m]) + chrono_id = chrono_id + 1 + chrono_year_entity.set_sub_interval(chrono_month_entity.get_id()) + + # Check for Day in same element + bDay, textDay, startSpanDay, endSpanDay = hasDayOfMonth(s) + if bDay and not flags["day"]: + flags["day"] = True + abs_StartSpanDay = ref_StartSpan + startSpanDay + abs_EndSpanDay = abs_StartSpanDay + abs(endSpanDay - startSpanDay) + if (int(textDay) <= 31): + chrono_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", + start_span=abs_StartSpanDay, + end_span=abs_EndSpanDay, value=int(textDay)) + chrono_id = chrono_id + 1 + chrono_month_entity.set_sub_interval(chrono_day_entity.get_id()) + + # Check for Hour in same element + bHour, textHour, startSpanHour, endSpanHour = hasHourOfDay(s) + if bHour and not flags["hour"]: + # print("Found Hour in Year") + flags["hour"] = True + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpanHour = ref_StartSpan + startSpanHour + abs_EndSpanHour = abs_StartSpanHour + abs(endSpanHour - startSpanHour) + if (int(textHour) <= 24): + chrono_hour_entity = chrono.ChronoHourOfDayEntity(entityID=str(chrono_id) + "entity", + start_span=abs_StartSpanHour, + end_span=abs_EndSpanHour, value=int(textHour)) + chrono_id = chrono_id + 1 + chrono_day_entity.set_sub_interval(chrono_hour_entity.get_id()) + + # Check for Minute in same element + bMinute, textMinute, startSpanMinute, endSpanMinute = hasMinuteOfHour(s) + if bMinute and not flags["minute"]: + flags["minute"] = True + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpanMinute = ref_StartSpan + startSpanMinute + abs_EndSpanMinute = abs_StartSpanMinute + abs(endSpanMinute - startSpanMinute) + if (int(textMinute) <= 60): + chrono_minute_entity = chrono.ChronoMinuteOfHourEntity(entityID=str(chrono_id) + "entity", + start_span=abs_StartSpanMinute, + end_span=abs_EndSpanMinute, + value=int(textMinute)) + chrono_id = chrono_id + 1 + chrono_hour_entity.set_sub_interval(chrono_minute_entity.get_id()) + + # Check for Second in same element + bSecond, textSecond, startSpanSecond, endSpanSecond = hasSecondOfMinute(s) + if bSecond and not flags["second"]: + flags["second"] = True + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpanSecond = ref_StartSpan + startSpanSecond + abs_EndSpanSecond = abs_StartSpanSecond + abs(endSpanSecond - startSpanSecond) + if (int(textSecond) <= 60): + chrono_second_entity = chrono.ChronoSecondOfMinuteEntity( + entityID=str(chrono_id) + "entity", start_span=abs_StartSpanSecond, + end_span=abs_EndSpanSecond, value=int(textSecond)) + chrono_list.append(chrono_second_entity) + chrono_id = chrono_id + 1 + chrono_minute_entity.set_sub_interval(chrono_second_entity.get_id()) + + chrono_list.append(chrono_minute_entity) + + chrono_list.append(chrono_hour_entity) + + chrono_list.append(chrono_day_entity) + + chrono_list.append(chrono_month_entity) + + chrono_list.append(chrono_year_entity) + + return chrono_list, chrono_id, flags + + +#### +# END_MODULE +#### + +## Takes in a single text string and identifies if it has any 4 digit year phrases +# @author Nicholas Morton and Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +def hasYear(tpentity, flags): + text_lower = tpentity.getText().lower() + # remove all punctuation + text_norm = text_lower.translate(str.maketrans(",", ' ')).strip() + # convert to list + text_list = text_norm.split(" ") + + if len(text_list) > 0: + # loop through list looking for expression + for text in text_list: + # get start coordinate of this token in the full string so we can calculate the position of the temporal matches. + text_start, text_end = Chrono.utils.calculateSpan(text_norm, text) + + result = re.search('([0-9]{1,2})[-/:]([0-9]{1,2}|[A-Za-z]{3,4})[-/:]([0-9]{4})', text) + + # define regular expression to find a 4-digit year from the date format + if result: + result = result.group(0) + split_result = re.split('[/:-]', result) + + if len(split_result) == 3: + start_idx, end_idx = Chrono.utils.calculateSpan(text, split_result[2]) + return True, split_result[2], text_start + start_idx, text_start + end_idx, flags + else: + return False, None, None, None, flags + ## look for year at start of date + ## added by Amy Olex + elif len(text) > 7: + result = re.search('([0-9]{4})[-/:]([0-9]{1,2}|[A-Za-z]{3,4})[-/:]([0-9]{1,2})', text) + if result: + result = result.group(0) + split_result = re.split('[/:-]', result) + if len(split_result) == 3: + start_idx, end_idx = Chrono.utils.calculateSpan(result, split_result[0]) + return True, split_result[0], text_start + start_idx, text_start + end_idx, flags + else: + return False, None, None, None, flags + ## special case to look for c.yyyy + elif len(text) == 6: + result = re.search("c\.([0-9]{4})", text) + if result: + rval = utils.getNumberFromText(result.group(1)) + if rval: + if rval >= 1500 and rval <= 2050: + start_idx, end_idx = result.span(1) + return True, rval, start_idx, end_idx, flags + + return False, None, None, None, flags # if no 4 digit year expressions were found return false + + else: + return False, None, None, None, flags # if the text_list does not have any entries, return false + + +#### +# END_MODULE +#### + +## Takes in list of TimePhrase output and converts to ChronoEntity +# @author Nicholas Morton +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +def build2DigitYear(s, chrono_id, chrono_list, flags): + b, text, startSpan, endSpan = has2DigitYear(s) + if b and not flags["fourdigityear"]: + + #In most cases this will be at the end of the Span + flags["twodigityear"] = True + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpan = ref_StartSpan + startSpan + abs_EndSpan = abs_StartSpan + abs(endSpan - startSpan) + chrono_2_digit_year_entity = chrono.ChronoTwoDigitYearOperator(entityID=str(chrono_id) + "entity", + start_span=abs_StartSpan, end_span=abs_EndSpan, + value=text) + chrono_id = chrono_id + 1 + + # Check for Month in same element + bMonth, textMonth, startSpanMonth, endSpanMonth = hasMonthOfYear(s) + if bMonth and not flags["month"]: + flags["month"] = True + abs_StartSpanMonth = ref_StartSpan + startSpanMonth + abs_EndSpanMonth = abs_StartSpanMonth + abs(endSpanMonth - startSpanMonth) + m = utils.getMonthNumber(textMonth) + + if (m <= 12): + chrono_month_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", + start_span=abs_StartSpanMonth, + end_span=abs_EndSpanMonth, + month_type=calendar.month_name[m]) + chrono_id = chrono_id + 1 + chrono_2_digit_year_entity.set_sub_interval(chrono_month_entity.get_id()) + + # Check for Day in same element + bDay, textDay, startSpanDay, endSpanDay = hasDayOfMonth(s) + if bDay and not flags["day"]: + flags["day"] = True + abs_StartSpanDay = ref_StartSpan + startSpanDay + abs_EndSpanDay = abs_StartSpanDay + abs(endSpanDay - startSpanDay) + if (int(textDay) <= 31): + chrono_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", + start_span=abs_StartSpanDay, + end_span=abs_EndSpanDay, value=int(textDay)) + chrono_id = chrono_id + 1 + chrono_month_entity.set_sub_interval(chrono_day_entity.get_id()) + + # Check for Hour in same element + bHour, textHour, startSpanHour, endSpanHour = hasHourOfDay(s) + if bHour and not flags["hour"]: + flags["hour"] = True + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpanHour = ref_StartSpan + startSpanHour + abs_EndSpanHour = abs_StartSpanHour + abs(endSpanHour - startSpanHour) + if (int(textHour) <= 24): + chrono_hour_entity = chrono.ChronoHourOfDayEntity(entityID=str(chrono_id) + "entity", + start_span=abs_StartSpanHour, + end_span=abs_EndSpanHour, value=int(textHour)) + chrono_id = chrono_id + 1 + chrono_day_entity.set_sub_interval(chrono_hour_entity.get_id()) + + # Check for Minute in same element + bMinute, textMinute, startSpanMinute, endSpanMinute = hasMinuteOfHour(s) + if bMinute and not flags["minute"]: + flags["minute"] = True + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpanMinute = ref_StartSpan + startSpanMinute + abs_EndSpanMinute = abs_StartSpanMinute + abs(endSpanMinute - startSpanMinute) + if (int(textMinute) <= 60): + chrono_minute_entity = chrono.ChronoMinuteOfHourEntity(entityID=str(chrono_id) + "entity", + start_span=abs_StartSpanMinute, + end_span=abs_EndSpanMinute, + value=int(textMinute)) + chrono_id = chrono_id + 1 + chrono_hour_entity.set_sub_interval(chrono_minute_entity.get_id()) + + # Check for Second in same element + bSecond, textSecond, startSpanSecond, endSpanSecond = hasSecondOfMinute(s) + if bSecond and not flags["second"]: + flags["second"] = True + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpanSecond = ref_StartSpan + startSpanSecond + abs_EndSpanSecond = abs_StartSpanSecond + abs(endSpanSecond - startSpanSecond) + if (int(textSecond) <= 60): + chrono_second_entity = chrono.ChronoSecondOfMinuteEntity( + entityID=str(chrono_id) + "entity", start_span=abs_StartSpanSecond, + end_span=abs_EndSpanSecond, value=int(textSecond)) + chrono_list.append(chrono_second_entity) + chrono_id = chrono_id + 1 + chrono_minute_entity.set_sub_interval(chrono_second_entity.get_id()) + + chrono_list.append(chrono_minute_entity) + + chrono_list.append(chrono_hour_entity) + + chrono_list.append(chrono_day_entity) + + chrono_list.append(chrono_month_entity) + + chrono_list.append(chrono_2_digit_year_entity) + + return chrono_list, chrono_id, flags + + +#### +# END_MODULE +#### + +## Takes in a single text string and identifies if it has any 2 digit year phrases +# @author Nicholas Morton +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +def has2DigitYear(tpentity): + text_lower = tpentity.getText().lower() + # remove all punctuation + text_norm = text_lower.translate(str.maketrans(",", " ")) + # convert to list + text_list = text_norm.split(" ") + + if len(text_list) > 0: + # loop through list looking for expression + for text in text_list: + # get start coordinate of this token in the full string so we can calculate the position of the temporal matches. + text_start, text_end = Chrono.utils.calculateSpan(text_norm, text) + + # define regular expression to find a 2-digit year + result = re.search('([0-9]{1,2})[-/]([0-9]{1,2}|[A-Za-z]{3,4})[-/]([0-9]{2})', text) + + if result: + result = result.group(0) + split_result = re.split('[/-]', result) + if len(split_result) == 3: + start_idx, end_idx = Chrono.utils.calculateSpan(result, split_result[2]) + return True, split_result[2], text_start + start_idx, text_start + end_idx + else: + return False, None, None, None + + return False, None, None, None # if no 2 digit year expressions were found return false + else: + + return False, None, None, None # if the text_list does not have any entries, return false + + + +#### +# END_MODULE +#### + +## Takes in list of TimePhrase output and converts to chronoEntity +# @author Nicholas Morton +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +def buildMonthOfYear(s, chrono_id, chrono_list, flags): + b, text, startSpan, endSpan = hasMonthOfYear(s) + if b and not flags["month"]: + flags["month"] = True + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpan = ref_StartSpan + startSpan + abs_EndSpan = abs_StartSpan + abs(endSpan - startSpan) + if (int(text) <= 12): + chrono_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, + end_span=abs_EndSpan, + month_type=calendar.month_name[utils.getMonthNumber(text)]) + chrono_list.append(chrono_entity) + chrono_id = chrono_id + 1 + + return chrono_list, chrono_id, flags + + +#### +# END_MODULE +#### + +## Takes in a single text string and identifies if it has a month of year +# @author Nicholas Morton and Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +def hasMonthOfYear(tpentity): + # text_lower = tpentity.getText().lower() + thisText = tpentity.getText() + # remove all punctuation + text_norm = thisText.translate(str.maketrans(",", " ")) + # convert to list + text_list = text_norm.split(" ") + + if len(text_list) > 0: + # loop through list looking for expression + for text in text_list: + # get start coordinate of this token in the full string so we can calculate the position of the temporal matches. + text_start, text_end = Chrono.utils.calculateSpan(text_norm, text) + + # define regular expression to find a 2-digit month + twodigitstart = re.search('([0-9]{1,2})[-/:]([0-9]{1,2}|[A-Za-z]{3,4})[-/:]([0-9]{2})', text) + fourdigitstart = re.search('([0-9]{4})[-/:]([0-9]{1,2}|[A-Za-z]{3,4})[-/:]([0-9]{2})', text) + + if (fourdigitstart): + # If start with 4 digits then assum the format yyyy/mm/dd + start_idx, end_idx = Chrono.utils.calculateSpan(text, fourdigitstart[2]) + return True, fourdigitstart[2], text_start + start_idx, text_start + end_idx + elif (twodigitstart): + # If only starts with 2 digits assume the format mm/dd/yy or mm/dd/yyyy + # Note for dates like 12/03/2012, the text 12/11/03 and 11/03/12 can't be disambiguated, so will return 12 as the month for the first and 11 as the month for the second. + # check to see if the first two digits are less than or equal to 12. If greater then we have the format yy/mm/dd + if int(twodigitstart[1]) <= 12: + # assume mm/dd/yy + start_idx, end_idx = Chrono.utils.calculateSpan(text, twodigitstart[1]) # twodigitstart.span(1) # + # print("found 2digit start mm-dd-yy: " + str(twodigitstart.span(1)[0]+text_start) + " : " + str(twodigitstart.group(1))) + ##### Trying to DEBUG string formats like AP-JN-08-16-90 ########## + return True, twodigitstart[1], text_start + start_idx, text_start + end_idx + elif int(twodigitstart[1]) > 12: + # assume yy/mm/dd + start_idx, end_idx = Chrono.utils.calculateSpan(text, twodigitstart[ + 2]) # twodigitstart.span(2) #getSpan(text_norm,twodigitstart[2]) + return True, twodigitstart[2], text_start + start_idx, text_start + end_idx + else: + return False, None, None, None + + return False, None, None, None # if no 2 digit month expressions were found return false + else: + + return False, None, None, None # if the text_list does not have any entries, return false + +#### +# END_MODULE +#### diff --git a/Chrono/TimePhraseToChrono/NthFromStart.py b/Chrono/TimePhraseToChrono/NthFromStart.py new file mode 100644 index 00000000..a74cfaa1 --- /dev/null +++ b/Chrono/TimePhraseToChrono/NthFromStart.py @@ -0,0 +1,54 @@ +import string +import Chrono.utils +from Chrono import utils +from Chrono import chronoEntities as chrono + + +## Takes in a TimePhraseEntity and identifies if it has an NthFromStart entity +# @author Amy Olex +# @param s The TimePhraseEntity to parse +# @param chrono_id The current chrono_id to increment as new chronoEntities are added to list. +# @param chrono_list The list of Chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +### Note: Currently this only identified ordinals. the other oddities I don't completely understand yet are ignored. +def buildNthFromStart(s, chrono_id, chrono_list, ref_list): + boo, val, startSpan, endSpan = hasNthFromStart(s, ref_list) + + if boo: + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpan = ref_StartSpan + startSpan + abs_EndSpan = abs_StartSpan + abs(endSpan - startSpan) + + chrono_nth_entity = chrono.ChronoNthOperator(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, + end_span=abs_EndSpan, value=val) + chrono_id = chrono_id + 1 + chrono_list.append(chrono_nth_entity) + + return chrono_list, chrono_id + + +def hasNthFromStart(tpentity, ref_list): + refStart_span, refEnd_span = tpentity.getSpan() + + # convert to all lower + text = tpentity.getText().lower() + # remove all punctuation + text_norm = text.translate(str.maketrans(string.punctuation, ' ' * len(string.punctuation))) + # convert to list + text_list = text_norm.split(" ") + + ## if the term does not exist by itself it may be a substring. Go through each word in the TimePhrase string and see if a substring matches. + for t in text_list: + val = utils.isOrdinal(t) + + if val is not None: + start_idx, end_idx = Chrono.utils.calculateSpan(text_norm, t) + # now get the reference index of this token and see if there are any temporal tokens next to it. + idx = utils.getRefIdx(ref_list, refStart_span + start_idx, refStart_span + end_idx) + if ref_list[idx - 1].isTemporal() or ref_list[idx + 1].isTemporal(): + return True, val, start_idx, end_idx + + return False, None, None, None +#### +# END_MODULE +#### \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/NumericDate.py b/Chrono/TimePhraseToChrono/NumericDate.py new file mode 100644 index 00000000..37fb8e5b --- /dev/null +++ b/Chrono/TimePhraseToChrono/NumericDate.py @@ -0,0 +1,177 @@ +from Chrono import chronoEntities as chrono +from Chrono import utils +import re +import calendar + + +## Takes in a TimePhraseEntity and identifies if it is a numeric date format +# @author Amy Olex +# @param s The TimePhraseEntity to parse +# @param chrono_id The current chrono_id to increment as new chronoEntities are added to list. +# @param chrono_list The list of Chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +# The flags are in the order: [loneDigitYear, month, day, hour, minute, second] +# chrono_time_flags = {"loneDigitYear"=False, "month"=False, "day"=False, "hour"=False, "minute"=False, "second"=False} +def buildNumericDate(s, chrono_id, chrono_list, flags): + # convert to all lower + text_lower = s.getText().lower() + # remove all punctuation + # text_norm = text_lower.translate(str.maketrans("", "", string.punctuation)) + # print("After:" + text_norm) + # convert to list + text_norm = text_lower.strip(".,") + text_list = text_norm.split(" ") + + for text in text_list: + ## See if there is a 4 digit number and assume it is a year if between 1500 and 2050 + ## Note that 24hour times in this range will be interpreted as years. However, if a timezone like 1800EDT is attached it will not be parsed here. + if len(text) == 4: + + num = utils.getNumberFromText(text) + if num is not None: + if (num >= 1500) and (num <= 2050) and not flags["fourdigityear"] and not flags["loneDigitYear"]: + flags["loneDigitYear"] = True + # print("Found Lone Digit Year") + ## build year + ref_StartSpan, ref_EndSpan = s.getSpan() + start_idx, end_idx = re.search(text, s.getText()).span(0) + + chrono_year_entity = chrono.ChronoYearEntity(entityID=str(chrono_id) + "entity", + start_span=ref_StartSpan + start_idx, + end_span=ref_StartSpan + end_idx, value=num) + chrono_id = chrono_id + 1 + chrono_list.append(chrono_year_entity) + + ## parse out the condesnsed date format like 19980303 or 03031998. + elif len(text) == 8 and utils.getNumberFromText(text) is not None: + # Identify format yyyymmdd + y = utils.getNumberFromText(text[0:4]) + m = utils.getNumberFromText(text[4:6]) + d = utils.getNumberFromText(text[6:8]) + if y is not None: + if (y >= 1500) and (y <= 2050) and (m <= 12) and (d <= 31): + ref_StartSpan, ref_EndSpan = s.getSpan() + # add year + + chrono_year_entity = chrono.ChronoYearEntity(entityID=str(chrono_id) + "entity", + start_span=ref_StartSpan, end_span=ref_StartSpan + 4, + value=y) + chrono_id = chrono_id + 1 + # add month + chrono_month_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", + start_span=ref_StartSpan + 4, + end_span=ref_StartSpan + 6, + month_type=calendar.month_name[m]) + chrono_id = chrono_id + 1 + chrono_year_entity.set_sub_interval(chrono_month_entity.get_id()) + # add day + chrono_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", + start_span=ref_StartSpan + 6, + end_span=ref_StartSpan + 8, value=d) + chrono_id = chrono_id + 1 + chrono_month_entity.set_sub_interval(chrono_day_entity.get_id()) + + chrono_list.append(chrono_year_entity) + chrono_list.append(chrono_month_entity) + chrono_list.append(chrono_day_entity) + else: + # test for mmddyyyy + y2 = utils.getNumberFromText(text[4:8]) + m2 = utils.getNumberFromText(text[0:2]) + d2 = utils.getNumberFromText(text[2:4]) + if y2 is not None: + if (y2 >= 1500) and (y2 <= 2050) and (m2 <= 12) and (d2 <= 31): + ref_StartSpan, ref_EndSpan = s.getSpan() + # add year + + chrono_year_entity = chrono.ChronoYearEntity(entityID=str(chrono_id) + "entity", + start_span=ref_StartSpan + 4, + end_span=ref_StartSpan + 8, value=y) + chrono_id = chrono_id + 1 + # add month + chrono_month_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", + start_span=ref_StartSpan, + end_span=ref_StartSpan + 2, + month_type=calendar.month_name[m2]) + chrono_id = chrono_id + 1 + chrono_year_entity.set_sub_interval(chrono_month_entity.get_id()) + # add day + chrono_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", + start_span=ref_StartSpan + 2, + end_span=ref_StartSpan + 4, value=d) + chrono_id = chrono_id + 1 + chrono_month_entity.set_sub_interval(chrono_day_entity.get_id()) + + chrono_list.append(chrono_year_entity) + chrono_list.append(chrono_month_entity) + chrono_list.append(chrono_day_entity) + + ## parse out the condesnsed date format like 030399 or 990303. + ## Note that dates such as 12-01-2006 (120106 vs 061201) and similar are not distinguishable. + elif len(text) == 6 and utils.getNumberFromText(text) is not None: + # Identify format mmddyy + + y = utils.getNumberFromText(text[4:6]) + m = utils.getNumberFromText(text[0:2]) + d = utils.getNumberFromText(text[2:4]) + if y is not None and m is not None and d is not None: + if (m <= 12) and (d <= 31): + ref_StartSpan, ref_EndSpan = s.getSpan() + # add year + chrono_year_entity = chrono.ChronoTwoDigitYearOperator(entityID=str(chrono_id) + "entity", + start_span=ref_StartSpan + 4, + end_span=ref_StartSpan + 6, value=y) + chrono_id = chrono_id + 1 + # add month + chrono_month_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", + start_span=ref_StartSpan, + end_span=ref_StartSpan + 2, + month_type=calendar.month_name[m]) + chrono_id = chrono_id + 1 + chrono_year_entity.set_sub_interval(chrono_month_entity.get_id()) + # add day + chrono_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", + start_span=ref_StartSpan + 2, + end_span=ref_StartSpan + 4, value=d) + chrono_id = chrono_id + 1 + chrono_month_entity.set_sub_interval(chrono_day_entity.get_id()) + + chrono_list.append(chrono_year_entity) + chrono_list.append(chrono_month_entity) + chrono_list.append(chrono_day_entity) + else: + # test for yymmdd + y2 = utils.getNumberFromText(text[0:2]) + m2 = utils.getNumberFromText(text[2:4]) + d2 = utils.getNumberFromText(text[4:6]) + if y2 is not None: + if (m2 <= 12) and (d2 <= 31): + ref_StartSpan, ref_EndSpan = s.getSpan() + # add year + chrono_year_entity = chrono.ChronoTwoDigitYearOperator(entityID=str(chrono_id) + "entity", + start_span=ref_StartSpan, + end_span=ref_StartSpan + 2, value=y2) + chrono_id = chrono_id + 1 + # add month + chrono_month_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", + start_span=ref_StartSpan + 2, + end_span=ref_StartSpan + 4, + month_type=calendar.month_name[m2]) + chrono_id = chrono_id + 1 + chrono_year_entity.set_sub_interval(chrono_month_entity.get_id()) + # add day + chrono_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", + start_span=ref_StartSpan + 4, + end_span=ref_StartSpan + 6, value=d2) + chrono_id = chrono_id + 1 + chrono_month_entity.set_sub_interval(chrono_day_entity.get_id()) + + chrono_list.append(chrono_year_entity) + chrono_list.append(chrono_month_entity) + chrono_list.append(chrono_day_entity) + + return chrono_list, chrono_id, flags + +#### +# END_MODULE +#### \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/PartOfDay.py b/Chrono/TimePhraseToChrono/PartOfDay.py new file mode 100644 index 00000000..c1816beb --- /dev/null +++ b/Chrono/TimePhraseToChrono/PartOfDay.py @@ -0,0 +1,79 @@ +import re +import string +from Chrono import chronoEntities as chrono +from Chrono.utils import calculateSpan + + +## Parses a TimePhrase entity's text field to determine if it contains a part of the day expression, then builds the associated chronoentity list +# @author Amy Olex +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +def buildPartOfDay(s, chrono_id, chrono_list): + + boo, val, idxstart, idxend = hasPartOfDay(s) + if boo: + ref_Sspan, ref_Espan = s.getSpan() + abs_Sspan = ref_Sspan + idxstart + abs_Espan = ref_Sspan + idxend + my_entity = chrono.ChronoPartOfDayEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, part_of_day_type=val) + chrono_list.append(my_entity) + chrono_id = chrono_id + 1 + #check here to see if it has a modifier + + return chrono_list, chrono_id + + +## Takes in a TimePhrase entity and identifies if it has any part of day terms, like "overnight" or "morning" +# @author Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +#############ISSUE: I've coded this to return the sub-span of the "value". For example, the span returned for "overnight" is just for the "night" portion. This seems to be how the gold standard xml does it, which I think is silly, but that is what it does. +def hasPartOfDay(tpentity): + # convert to all lower + text = tpentity.getText().lower() + # text = tpentity.getText() + # remove all punctuation + text_norm = text.translate(str.maketrans("", "", string.punctuation)) + # convert to list + text_list = text_norm.split(" ") + + # define my period lists + partofday = ["morning", "evening", "afternoon", "night", "dawn", "dusk", "tonight", "overnight", "nights", + "mornings", "evening", "afternoons", "noon", "bedtime", "midnight", "eve"] + + # figure out if any of the tokens in the text_list are also in the ampm list + intersect = list(set(text_list) & set(partofday)) + + # only proceed if the intersect list has a length of 1 or more. + # For this method I'm assuming it will only be a length of 1, if it is not then we don't know what to do with it. + if len(intersect) == 1: + + term = intersect[0] + start_idx, end_idx = calculateSpan(text_norm, term) + if term == "morning" or term == "mornings": + return True, "Morning", start_idx, end_idx + if term == "dawn": + return True, "Dawn", start_idx, end_idx + elif term == "evening" or term == "dusk" or term == "evenings" or term == "eve": + return True, "Evening", start_idx, end_idx + elif term == "afternoon" or term == "afternoons": + return True, "Afternoon", start_idx, end_idx + elif term == "nights": + return True, "Night", start_idx, end_idx + elif term == "noon": + return True, "Noon", start_idx, end_idx + elif term == "bedtime": + return True, "Unknown", start_idx, end_idx + elif term == "midnight": + return True, "Midnight", start_idx, end_idx + elif term == "night" or term == "overnight" or term == "tonight": + m = re.search("night", text_norm) + sidx = m.span(0)[0] + eidx = m.span(0)[1] + return True, "Night", sidx, eidx + else: + return False, None, None, None + else: + return False, None, None, None \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/PartOfWeek.py b/Chrono/TimePhraseToChrono/PartOfWeek.py new file mode 100644 index 00000000..d5a03289 --- /dev/null +++ b/Chrono/TimePhraseToChrono/PartOfWeek.py @@ -0,0 +1,57 @@ +import string +from Chrono import chronoEntities as chrono +from Chrono.utils import calculateSpan + + +## Parses a TimePhrase entity's text field to determine if it contains a part of the week expression, then builds the associated chronoentity list +# @author Amy Olex +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +def buildPartOfWeek(s, chrono_id, chrono_list): + + boo, val, idxstart, idxend = hasPartOfWeek(s) + if boo: + ref_Sspan, ref_Espan = s.getSpan() + abs_Sspan = ref_Sspan + idxstart + abs_Espan = ref_Sspan + idxend + my_entity = chrono.ChronoPartOfWeekEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, part_of_week_type=val) + chrono_list.append(my_entity) + chrono_id = chrono_id + 1 + #check here to see if it has a modifier + + return chrono_list, chrono_id + +## Takes in a TimePhrase entity and identifies if it has any part of week terms, like "weekend" +# @author Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +#############ISSUE: I've coded this to return the sub-span of the "value". For example, the span returned for "overnight" is just for the "night" portion. This seems to be how the gold standard xml does it, which I think is silly, but that is what it does. +def hasPartOfWeek(tpentity): + # convert to all lower + # text_lower = tpentity.getText().lower() + text = tpentity.getText() + # remove all punctuation + text_norm = text.translate(str.maketrans("", "", string.punctuation)) + # convert to list + text_list = text_norm.split(" ") + + # define my period lists + partofday = ["weekend", "weekends"] + + # figure out if any of the tokens in the text_list are also in the ampm list + intersect = list(set(text_list) & set(partofday)) + + # only proceed if the intersect list has a length of 1 or more. + # For this method I'm assuming it will only be a length of 1, if it is not then we don't know what to do with it. + if len(intersect) == 1: + + term = intersect[0] + start_idx, end_idx = calculateSpan(text_norm, term) + if term == "weekend" or term == "weekends": + return True, "Weekend", start_idx, end_idx + else: + return False, None, None, None + else: + return False, None, None, None \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/PeriodInterval.py b/Chrono/TimePhraseToChrono/PeriodInterval.py new file mode 100644 index 00000000..89bfb3eb --- /dev/null +++ b/Chrono/TimePhraseToChrono/PeriodInterval.py @@ -0,0 +1,455 @@ +import re +import string +import numpy as np +from Chrono import chronoEntities as chrono, utils +from Chrono.TimePhraseToChrono.Modifier import hasNextLastThis +from Chrono.utils import calculateSpan +from chronoML import ChronoKeras + + +## Parses a TimePhrase entity's text field to determine if it contains a calendar interval or period phrase, then builds the associated chronoentity list +# @author Amy Olex +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +###### ISSUES: This method assumes the number is immediatly before the interval type. There is some concern about if the spans are going to be correct. I do test for numbers written out as words, but this assumes the entire beginning of the string from TimePhrase represents the number. If this is not the case the spans may be off. +###### More Issues: I created the training data incorrectly to remove the TimePhrase entity from consideration. In order to classify from scratch we would need multiple classes: period, interval, everything else. I only have a binary classifier here, so I need to narrow it down before trying to classify. +def buildPeriodInterval(s, chrono_id, chrono_list, ref_list, classifier, feats): + + features = feats.copy() + ref_Sspan, ref_Espan = s.getSpan() + boo, val, idxstart, idxend, plural = hasPeriodInterval(s) + + # FIND terms that are always marked as calendar intervals! + if boo and re.search("yesterday|yesterdays|tomorrow|tomorrows|today|todays|daily|/min|/week", s.getText()): + abs_Sspan = ref_Sspan + idxstart + abs_Espan = ref_Sspan + idxend + my_entity = chrono.ChronoCalendarIntervalEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, + end_span=abs_Espan, calendar_type=val, number=None) + chrono_id = chrono_id + 1 + + if re.search("yesterday|yesterdays", s.getText()): + + my_last_entity = chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, + end_span=abs_Espan, repeating_interval=str(chrono_id - 1) + "entity") + chrono_id = chrono_id + 1 + chrono_list.append(my_last_entity) + + chrono_list.append(my_entity) + + # FIND terms that are always marked as periods! + elif boo and val == "Unknown" : + abs_Sspan = ref_Sspan + idxstart + abs_Espan = ref_Sspan + idxend + my_entity = chrono.ChronoPeriodEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, + end_span=abs_Espan, period_type=val, number=None) + chrono_id = chrono_id + 1 + chrono_list.append(my_entity) + + elif boo: + abs_Sspan = ref_Sspan + idxstart + abs_Espan = ref_Sspan + idxend + + # get index of overlapping reference token + ref_idx = utils.getRefIdx(ref_list, abs_Sspan, abs_Espan) + + # extract ML features + my_features = utils.extract_prediction_features(ref_list, ref_idx, feats.copy()) + + # classify into period or interval + if classifier[1] == "NN": + my_class = ChronoKeras.keras_classify(classifier[0], np.array(list(my_features.values()))) + #print("Class: " + str(my_class) + " : Start: " + str(abs_Sspan) + " : End: "+ str(abs_Espan)) + elif classifier[1] in ("SVM", "RF"): + feat_array = [int(i) for i in my_features.values()] + my_class = classifier[0].predict([feat_array])[0] + else: + my_class = classifier[0].classify(my_features) + #print("Class: " + str(my_class) + " : Start: " + str(abs_Sspan) + " : End: "+ str(abs_Espan)) + + # if 1 then it is a period, if 0 then it is an interval + if my_class == 1: + my_entity = chrono.ChronoPeriodEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, period_type=getPeriodValue(val), number=None) + chrono_id = chrono_id + 1 + ### Check to see if this calendar interval has a "this" in front of it + prior_tok = ref_list[ref_idx-1].getText().lower() + if prior_tok.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) == "this": + # add a This entitiy and link it to the interval. + start_span, end_span = re.search(prior_tok, "this").span(0) + prior_start, prior_end = ref_list[ref_idx-1].getSpan() + + chrono_this_entity = chrono.ChronoThisOperator(entityID=str(chrono_id) + "entity", start_span=prior_start + start_span, end_span = prior_start + end_span) + chrono_id = chrono_id + 1 + chrono_this_entity.set_period(my_entity.get_id()) + chrono_list.append(chrono_this_entity) + + else: + # check for a Last Word + hasMod, mod_type, mod_start, mod_end = hasNextLastThis(s) + + if(hasMod): + if mod_type == "Next": + chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=ref_Sspan+mod_start, end_span=ref_Sspan+mod_end, period=my_entity.get_id())) + chrono_id = chrono_id + 1 + + if mod_type == "Last": + chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=ref_Sspan+mod_start, end_span=ref_Sspan+mod_end, period=my_entity.get_id(), semantics="Interval-Not-Included")) + chrono_id = chrono_id + 1 + + + + else: + my_entity = chrono.ChronoCalendarIntervalEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, calendar_type=val, number=None) + chrono_id = chrono_id + 1 + ### Check to see if this calendar interval has a "this" in front of it + prior_tok = ref_list[ref_idx-1].getText().lower() + if prior_tok.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) == "this": + # add a This entitiy and link it to the interval. + start_span, end_span = re.search(prior_tok, "this").span(0) + prior_start, prior_end = ref_list[ref_idx-1].getSpan() + + chrono_this_entity = chrono.ChronoThisOperator(entityID=str(chrono_id) + "entity", start_span=prior_start + start_span, end_span = prior_start + end_span) + chrono_id = chrono_id + 1 + chrono_this_entity.set_repeating_interval(my_entity.get_id()) + chrono_list.append(chrono_this_entity) + else: + # check for a Last Word + hasMod, mod_type, mod_start, mod_end = hasNextLastThis(s) + if(hasMod): + if mod_type == "Next": + chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=ref_Sspan+mod_start, end_span=ref_Sspan+mod_end, repeating_interval=my_entity.get_id())) + chrono_id = chrono_id + 1 + + if mod_type == "Last": + chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=ref_Sspan+mod_start, end_span=ref_Sspan+mod_end, repeating_interval=my_entity.get_id(), semantics="Interval-Not-Included")) + chrono_id = chrono_id + 1 + + + + #check to see if it has a number associated with it. We assume the number comes before the interval string + #to figure out if the number we find is close to the interval token the end of the number string needs to be within 2 characters of the start of the interval token. + #I tried just extracting the previous reference token, but that doesn't work because phrases like "42-year-old" are actually one reference token. + # So I decided I had to do it the hard way with index arithmetic. The one concern about this method is that I assume there is a space at the end. This could cause some issues down the line. + # Yep, we are getting the spans wrong for phrases like "six-months". I am going to test for a space as the last character before just assuming there was one. + if idxstart > 0: + ## get the absolute span of the interval token + abs_Sspan = ref_Sspan + idxstart + abs_Espan = ref_Sspan + idxend + + ## purposfully split on a single space + substr = s.getText()[0:idxstart] + # test to see if last character is a space and set a flag. + has_space = True if substr[len(substr)-1] == ' ' else False + substr = substr.strip(' ').split(' ') + + ## get the previous token + prevtok = substr[len(substr)-1] + prev_sSpan = idxstart - len(prevtok)-1 if has_space else idxstart - len(prevtok) + prev_eSpan = idxstart - 1 + + ## get the rest of the substring joined by a space + if len(substr) > 1: + rest_of_phrase = ' '.join(substr[0:len(substr)-1]) + rest_of_phrase_length = len(rest_of_phrase) + 1 + + else: + rest_of_phrase_length = 0 + + m = re.search('([0-9]{1,2})', prevtok) + if m is not None : + num_val = m.group(0) + abs_Sspan = ref_Sspan + rest_of_phrase_length + m.span(0)[0] + abs_Espan = ref_Sspan + rest_of_phrase_length + m.span(0)[1] + + my_number_entity = chrono.ChronoNumber(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=num_val) + chrono_id = chrono_id + 1 + + #add the number entity to the list + chrono_list.append(my_number_entity) + my_entity.set_number(my_number_entity.get_id()) + #else search for a text number + else: + texNumVal = utils.getNumberFromText(prevtok) + if texNumVal is not None: + abs_Sspan = ref_Sspan + rest_of_phrase_length + abs_Espan = ref_Sspan + rest_of_phrase_length + len(prevtok) if has_space else ref_Sspan + rest_of_phrase_length + len(prevtok) - 1 + + #create the number entity + my_number_entity = chrono.ChronoNumber(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=texNumVal) + chrono_id = chrono_id + 1 + #append to list + chrono_list.append(my_number_entity) + #link to interval entity + my_entity.set_number(my_number_entity.get_id()) + + chrono_list.append(my_entity) + + else: + boo2, val, idxstart, idxend, numstr = hasEmbeddedPeriodInterval(s) + if(boo2): + abs_Sspan = ref_Sspan + idxstart + abs_Espan = ref_Sspan + idxend + + # get index of overlapping reference token + ref_idx = -1 + for i in range(0,len(ref_list)): + if(utils.overlap(ref_list[i].getSpan(),(abs_Sspan,abs_Espan))): + ref_idx = i + break + + # extract ML features + my_features = utils.extract_prediction_features(ref_list, ref_idx, features) + + # classify into period or interval + if(classifier[1] == "NN"): + my_class = ChronoKeras.keras_classify(classifier[0], np.array(list(my_features.values()))) + #print("Class: " + str(my_class) + " : Start: " + str(abs_Sspan) + " : End: "+ str(abs_Espan)) + else: + my_class = classifier[0].classify(my_features) + #print("Class: " + str(my_class) + " : Start: " + str(abs_Sspan) + " : End: "+ str(abs_Espan)) + + # if 1 then it is a period, if 0 then it is an interval + if(my_class == 1): + my_entity = chrono.ChronoPeriodEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, period_type=getPeriodValue(val), number=None) + chrono_id = chrono_id + 1 + else: + my_entity = chrono.ChronoCalendarIntervalEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, calendar_type=val) + chrono_id = chrono_id + 1 + + #Extract the number and identify the span of numstr + if idxstart > 0: + ## get the absolute span of the interval token + abs_Sspan = ref_Sspan + idxstart + abs_Espan = ref_Sspan + idxend + + ## purposfully split on a single space + substr = s.getText()[0:idxstart] + # test to see if last character is a space and set a flag. + has_space = True if substr[len(substr)-1] == ' ' else False + substr = substr.strip(' ').split(' ') + + ## get the previous token + prevtok = substr[len(substr)-1] + prev_sSpan = idxstart - len(prevtok)-1 if has_space else idxstart - len(prevtok) + prev_eSpan = idxstart - 1 + + ## get the rest of the substring joined by a space + if len(substr) > 1: + rest_of_phrase = ' '.join(substr[0:len(substr)-1]) + rest_of_phrase_length = len(rest_of_phrase) + 1 + + else: + rest_of_phrase_length = 0 + + ## now calculate the relative span of prevtok + #rel_Sspan = rest_of_phrase_length + #rel_Espan = rest_of_phrase_length + len(prevtok) + + m = re.search('([0-9]{1,2})', prevtok) + if m is not None : + num_val = m.group(0) + abs_Sspan = ref_Sspan + rest_of_phrase_length + m.span(0)[0] + abs_Espan = ref_Sspan + rest_of_phrase_length + m.span(0)[1] + + my_number_entity = chrono.ChronoNumber(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=num_val) + chrono_id = chrono_id + 1 + + #add the number entity to the list + chrono_list.append(my_number_entity) + my_entity.set_number(my_number_entity.get_id()) + #else search for a text number + else: + texNumVal = utils.getNumberFromText(prevtok) + if texNumVal is not None: + abs_Sspan = ref_Sspan + rest_of_phrase_length + abs_Espan = ref_Sspan + rest_of_phrase_length + len(prevtok) if has_space else ref_Sspan + rest_of_phrase_length + len(prevtok) - 1 + #create the number entity + my_number_entity = chrono.ChronoNumber(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=texNumVal) + chrono_id = chrono_id + 1 + #append to list + chrono_list.append(my_number_entity) + #link to interval entity + my_entity.set_number(my_number_entity.get_id()) + + chrono_list.append(my_entity) + + return chrono_list, chrono_id + +## Takes in a TimePhrase entity and identifies if it has any period or calendar interval phrases like "week" or "days" +# @author Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 5 values: Boolean Flag, Value text, start index, end index, pluralBoolean +def hasPeriodInterval(tpentity): + # convert to all lower + # text_lower = tpentity.getText().lower() + text = tpentity.getText().lower() + #print("In hasPeriodInterval text: ", text) + + reg = re.search("date/time", text) ##we don't want to annotate these specific types of mentions + if reg: + #print("Found date/time, returning FALSE") + return False, None, None, None, None + + # remove all punctuation + text_norm = text.translate(str.maketrans(string.punctuation, ' ' * len(string.punctuation))).strip() + # convert to list + text_list = text_norm.split(" ") + #print("text list: " + str(text_list)) + + # define my period lists + terms = ["decades", "decade", "yesterday", "yesterdays", "today", "todays", "tomorrow", "tomorrows", "day", "week", + "month", "year", "daily", "weekly", "monthly", "yearly", "century", "minute", "second", "hour", "hourly", + "days", "weeks", "months", "years", "centuries", "century", "minutes", "seconds", "hours", "time", "shortly", + "soon", "briefly", "awhile", "future", "lately", "annual", "hr", "hrs", "min", "mins", "quarter"] #, "date"] + + # figure out if any of the tokens in the text_list are also in the interval list + intersect = list(set(text_list) & set(terms)) + + #print("My intersection: " + str(intersect)) + + # only proceed if the intersect list has a length of 1 or more. + # For this method I'm assuming it will only be a length of 1, if it is not then we don't know what to do with it. + if len(intersect) == 1: + # test if the intersect list contains plural or singular period. + + this_term = list(set(intersect) & set(terms))[0] + start_idx, end_idx = calculateSpan(text_norm, this_term) + if this_term in ["day", "daily", "days", "yesterday", "tomorrow", "yesterdays", "tomorrows", "today", "todays"]: + return True, "Day", start_idx, end_idx, False + elif this_term in ["week", "weekly", "weeks"]: + return True, "Week", start_idx, end_idx, False + elif this_term in ["month", "monthly", "months"]: + return True, "Month", start_idx, end_idx, False + elif this_term in ["year", "yearly", "years", "annual"]: + return True, "Year", start_idx, end_idx, False + elif this_term in ["century", "centuries"]: + return True, "Century", start_idx, end_idx, False + elif this_term in ["decade", "decades"]: + return True, "Decade", start_idx, end_idx, False + elif this_term in ["minute", "minutes", "min", "mins"]: + return True, "Minute", start_idx, end_idx, False + elif this_term in ["second", "seconds"]: + return True, "Second", start_idx, end_idx, False + elif this_term in ["hour", "hourly", "hours", "hr", "hrs"]: + return True, "Hour", start_idx, end_idx, False + elif this_term in ["time", "shortly", "soon", "briefly", "awhile", "future", "lately", "quarter"]: + return True, "Unknown", start_idx, end_idx, False + else: + return False, None, None, None, None + + elif len(intersect) > 1: + this_term = list( + set(intersect) & set(["daily", "weekly", "monthly", "yearly", "weeks", "days", "months", "years"])) + + if (this_term): + if (len(this_term) == 1): + this_term = this_term[0] + start_idx, end_idx = calculateSpan(text_norm, this_term) + + if this_term in ["daily", "days"]: + #print("Returning a Daily") + return True, "Day", start_idx, end_idx, False + elif this_term in ["weekly", "weeks"]: + return True, "Week", start_idx, end_idx, False + elif this_term in ["monthly", "months"]: + return True, "Month", start_idx, end_idx, False + elif this_term in ["yearly", "years"]: + return True, "Year", start_idx, end_idx, False + else: + return False, None, None, None, None + else: + return False, None, None, None, None + else: + return False, None, None, None, None + + else: + return False, None, None, None, None + +## Takes in a TimePhrase entity and identifies if it has any calendar interval phrases like "week" or "days" +# @author Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 5 values: Boolean Flag, Value text, start index, end index, numeric string +# Note: this should be called after everything else is checked. The numeric string will need to have it's span and value identified by the calling method. +def hasEmbeddedPeriodInterval(tpentity): + # convert to all lower + # text_lower = tpentity.getText().lower() + text = tpentity.getText() + # remove all punctuation + text_norm = text.translate(str.maketrans(string.punctuation, ' ' * len(string.punctuation))) + # convert to list + text_list = text_norm.split(" ") + + # define my period/interval term lists + terms = ["decades", "decade", "yesterday", "yesterdays", "today", "todays", "tomorrow", "tomorrows", "day", "week", + "month", "year", "daily", "weekly", "monthly", "yearly", "century", "minute", "second", "hour", "hourly", + "days", "weeks", "months", "years", "centuries", "century", "minutes", "seconds", "hours", "time", "shortly", + "soon", "briefly", "awhile", "future", "lately", "annual", "hr", "hrs", "min", "mins", "quarter"] #, "date"] + + ## if the term does not exist by itself it may be a substring. Go through each word in the TimePhrase string and see if a substring matches. + for t in text_list: + for r in terms: + ## see if r is a substring of t + ## if yes and the substring is at the end, extract the first substring and test to see if it is a number. + idx = t.find(r) + if (idx > 0): + # then the r term is not the first substring. Extract and test. + sub1 = t[:idx] + sub2 = t[idx:] + # sub1 should be a number + if (isinstance(utils.getNumberFromText(sub1), (int))): + # if it is a number then test to figure out what sub2 is. + this_term = sub2 + start_idx, end_idx = calculateSpan(text_norm, this_term) + if this_term in ["day", "daily", "days", "yesterday", "tomorrow", "yesterdays", "tomorrows", + "today", "todays"]: + #print("ACK! Found an Embedded Day") + return True, "Day", start_idx, end_idx, sub1 + elif this_term in ["week", "weekly", "weeks"]: + return True, "Week", start_idx, end_idx, sub1 + elif this_term in ["month", "monthly", "months"]: + return True, "Month", start_idx, end_idx, sub1 + elif this_term in ["year", "yearly", "years"]: + return True, "Year", start_idx, end_idx, sub1 + elif this_term in ["century", "centuries"]: + return True, "Century", start_idx, end_idx, sub1 + elif this_term in ["decade", "decades"]: + return True, "Decade", start_idx, end_idx, sub1 + elif this_term in ["minute", "minutes"]: + return True, "Minute", start_idx, end_idx, sub1 + elif this_term in ["second", "seconds"]: + return True, "Second", start_idx, end_idx, sub1 + elif this_term in ["hour", "hourly", "hours"]: + return True, "Hour", start_idx, end_idx, sub1 + elif this_term in ["time", "shortly", "soon", "briefly", "awhile", "future", "lately"]: + return True, "Unknown", start_idx, end_idx, sub1 + + else: + return False, None, None, None, None + return False, None, None, None, None + +## Takes in a string that is a Calendar-Interval value and returns the associated Period value +# @author Amy Olex +# @param val The Calendar-Interval string +# @return The Period value string +def getPeriodValue(val): + if val == "Day": + return("Days") + elif val == "Week": + return("Weeks") + elif val == "Month": + return("Months") + elif val == "Year": + return("Years") + elif val == "Century": + return("Centuries") + elif val == "Decade": + return("Decades") + elif val == "Hour": + return("Hours") + elif val == "Minute": + return("Minutes") + elif val == "Second": + return("Seconds") + else: + return(val) \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/Season.py b/Chrono/TimePhraseToChrono/Season.py new file mode 100644 index 00000000..bad9245e --- /dev/null +++ b/Chrono/TimePhraseToChrono/Season.py @@ -0,0 +1,145 @@ +import re +import string +from Chrono import chronoEntities as chrono, utils +from Chrono.TimePhraseToChrono.Modifier import hasNextLastThis +from Chrono.utils import calculateSpan + + +## Parses a TimePhrase entity's text field to determine if it contains a season of the year written out in text form, then builds the associated chronoentity list +# @author Amy Olex +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +def buildSeasonOfYear(s, chrono_id, chrono_list, ref_list): + + boo, val, idxstart, idxend = hasSeasonOfYear(s, ref_list) + if boo: + ref_Sspan, ref_Espan = s.getSpan() + abs_Sspan = ref_Sspan + idxstart + abs_Espan = ref_Sspan + idxend + my_entity = chrono.ChronoSeasonOfYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, season_type=val) + chrono_id = chrono_id + 1 + + #check here to see if it has a modifier + hasMod, mod_type, mod_start, mod_end = hasNextLastThis(s) + if(hasMod): + if mod_type == "This": + chrono_list.append(chrono.ChronoThisOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id())) + chrono_id = chrono_id + 1 + + if mod_type == "Next": + chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id())) + chrono_id = chrono_id + 1 + + if mod_type == "Last": + chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id())) + chrono_id = chrono_id + 1 + #else: + # chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id())) + # chrono_id = chrono_id + 1 + + # else: + # chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id())) + # chrono_id = chrono_id+1 + + #check to see if it has a number associated with it. We assume the number comes before the interval string + if idxstart > 0: + substr = s.getText()[0:idxstart] + m = re.search('([0-9]{1,2})', substr) + if m is not None : + num_val = m.group(0) + abs_Sspan = ref_Sspan + m.span(0)[0] + abs_Espan = ref_Sspan + m.span(0)[1] + + my_number_entity = chrono.ChronoNumber(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=num_val) + chrono_id = chrono_id + 1 + + #add the number entity to the list + chrono_list.append(my_number_entity) + my_entity.set_number(my_number_entity.get_id()) + #else search for a text number + else: + texNumVal = utils.getNumberFromText(substr) + if texNumVal is not None: + #create the number entity + my_number_entity = chrono.ChronoNumber(entityID=str(chrono_id) + "entity", start_span=ref_Sspan, end_span=ref_Sspan + (idxstart - 1), value=texNumVal) + chrono_id = chrono_id + 1 + #append to list + chrono_list.append(my_number_entity) + #link to interval entity + my_entity.set_number(my_number_entity.get_id()) + + chrono_list.append(my_entity) + + return chrono_list, chrono_id + + +## Takes in a TimePhrase entity and identifies if it has any season terms, like "summer" or "fall" +# @author Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +def hasSeasonOfYear(tpentity, ref_list): + refStart_span, refEnd_span = tpentity.getSpan() + + # convert to all lower + # text_lower = tpentity.getText().lower() + text = tpentity.getText().lower() + # remove all punctuation + text_norm = text.translate(str.maketrans(string.punctuation, ' ' * len(string.punctuation))).strip() + + # convert to list + text_list = text_norm.split(" ") + + # define my period lists + seasonofyear = ["summer", "winter", "fall", "spring", "summers", "falls", "winters", "springs"] + + # figure out if any of the tokens in the text_list are also in the ampm list + intersect = list(set(text_list) & set(seasonofyear)) + + # only proceed if the intersect list has a length of 1 or more. + # For this method I'm assuming it will only be a length of 1, if it is not then we don't know what to do with it. + if len(intersect) == 1: + + term = intersect[0] + start_idx, end_idx = calculateSpan(text_norm, term) + if term == "summer" or term == "summers": + start_idx, end_idx = calculateSpan(text_norm, "summer") + absStart = refStart_span + start_idx + absEnd = refStart_span + end_idx + postag = ref_list[utils.getRefIdx(ref_list, absStart, absEnd)].getPos() + + if postag == "NN": + return True, "Summer", start_idx, end_idx + + elif term == "winter" or term == "winters": + start_idx, end_idx = calculateSpan(text_norm, "winter") + absStart = refStart_span + start_idx + absEnd = refStart_span + end_idx + postag = ref_list[utils.getRefIdx(ref_list, absStart, absEnd)].getPos() + + if postag == "NN": + return True, "Winter", start_idx, end_idx + + elif term == "fall" or term == "falls": + start_idx, end_idx = calculateSpan(text_norm, "fall") + absStart = refStart_span + start_idx + absEnd = refStart_span + end_idx + postag = ref_list[utils.getRefIdx(ref_list, absStart, absEnd)].getPos() + + if postag == "NN": + return True, "Fall", start_idx, end_idx + + elif term == "spring" or term == "springs": + start_idx, end_idx = calculateSpan(text_norm, "spring") + absStart = refStart_span + start_idx + absEnd = refStart_span + end_idx + postag = ref_list[utils.getRefIdx(ref_list, absStart, absEnd)].getPos() + + if postag == "NN": + return True, "Spring", start_idx, end_idx + + else: + return False, None, None, None + + return False, None, None, None \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/SecondOfMinute.py b/Chrono/TimePhraseToChrono/SecondOfMinute.py new file mode 100644 index 00000000..eb20388d --- /dev/null +++ b/Chrono/TimePhraseToChrono/SecondOfMinute.py @@ -0,0 +1,62 @@ +import Chrono.utils +from Chrono import chronoEntities as chrono +import re + + +## Takes in list of TimePhrase output and converts to chronoEntity +# @author Nicholas Morton +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +def buildSecondOfMinute(s, chrono_id, chrono_list, flags): + b, text, startSpan, endSpan = hasSecondOfMinute(s) + if b and not flags["second"]: + flags["second"] = True + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpan = ref_StartSpan + startSpan + abs_EndSpan = abs_StartSpan + abs(endSpan - startSpan) + chrono_entity = chrono.ChronoSecondOfMinuteEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, + end_span=abs_EndSpan, value=int(text)) + chrono_list.append(chrono_entity) + chrono_id = chrono_id + 1 + + return chrono_list, chrono_id, flags + + +#### +# END_MODULE +#### + +## Takes in a single text string and identifies if it has a second of an minute +# @author Nicholas Morton +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +def hasSecondOfMinute(tpentity): + text_lower = tpentity.getText().lower() + # remove all punctuation + text_norm = text_lower.translate(str.maketrans("", "", ",")) + # convert to list + text_list = text_norm.split(" ") + + if len(text_list) > 0: + # loop through list looking for expression + for text in text_list: + # define regular expression to find a 2-digit minute + + if (re.search('^(?:(?:([01]?\d|2[0-3]):)?([0-5]?\d):)?([0-5]?\d)$', text)): # checks for HH:MM:SS String + match = re.search('^(?:(?:([01]?\d|2[0-3]):)?([0-5]?\d):)?([0-5]?\d)$', text).group(0) + if len(match.split(":")) == 3: + start_idx, end_idx = Chrono.utils.calculateSpan(text_norm, re.compile(":").split(match)[2]) + return True, re.compile(":").split(match)[2], start_idx, end_idx + else: + return False, None, None, None # if no 2 digit hour expressions were found return false + + return False, None, None, None # if no 2 digit day expressions were found return false + else: + + return False, None, None, None # if the text_list does not have any entries, return false + +#### +# END_MODULE +#### \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/TextMonthAndDay.py b/Chrono/TimePhraseToChrono/TextMonthAndDay.py new file mode 100644 index 00000000..6fbe780f --- /dev/null +++ b/Chrono/TimePhraseToChrono/TextMonthAndDay.py @@ -0,0 +1,295 @@ +import datetime +import string +from nltk import WhitespaceTokenizer +from Chrono import chronoEntities as chrono, utils +from Chrono.TimePhraseToChrono.Modifier import hasNextLastThis +from Chrono.utils import calculateSpan + + +## Parses a TimePhraseEntity's text field to determine if it contains a month of the year, written out in text form, followed by a day, then builds the associated chronoentity list +# @author Amy Olex +# @param s The TimePhraseEntity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +# ISSUE: This method assumes the day appears after the month, but that may not always be the case as in "sixth of November" +# ISSUE: This method has much to be desired. It will not catch all formats, and will not be able to make the correct connections for sub-intervals. +# It also will not be able to identify formats like "January 6, 1996" or "January third, nineteen ninety-six". +def buildTextMonthAndDay(s, chrono_id, chrono_list, flags, dct=None, ref_list=None): + boo, val, idxstart, idxend = hasTextMonth(s, ref_list) + if boo and not flags["month"]: + flags["month"] = True + ref_Sspan, ref_Espan = s.getSpan() + abs_Sspan = ref_Sspan + idxstart + abs_Espan = ref_Sspan + idxend + my_month_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, month_type=val) + chrono_id = chrono_id + 1 + + ## assume all numbers 1-31 are days + ## assume all numbers >1000 are years + ## parse all text before month + ## test to see if all text is a number or text year + ## if no: + ## remove all punctuation + ## seperate by spaces + ## parse each token, if find a number then assign to day or year as appropriate + ## if yes: + ## assign to day or year as appropriate + + ## parse all text after month + ## test to see if all text is a number or text year + ## if no: + ## remove all punctuation + ## seperate by spaces + ## parse each token, if find a number then assign to day or year as appropriate + ## if yes: + ## assign to day or year as appropriate + + #idx_end is the last index of the month. If there are any characters after it the length of the string will be greater than the endidx. + if(idxend < len(s.getText())): + substr = s.getText()[idxend:].strip(",.").strip() + + num = utils.getNumberFromText(substr) + if num is not None: + if num <= 31 and not flags["day"]: + flags["day"] = True + day_startidx, day_endidx = calculateSpan(s.getText(), str(num))#substr) + abs_Sspan = ref_Sspan + day_startidx + abs_Espan = ref_Sspan + day_endidx + my_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=num) + chrono_list.append(my_day_entity) + chrono_id = chrono_id + 1 + + #now figure out if it is a NEXT or LAST + #create doctime + if False: #dct is not None: + mStart = my_month_entity.get_start_span() + mEnd = my_month_entity.get_end_span() + this_dct = datetime.datetime(int(dct.year),int(utils.getMonthNumber(my_month_entity.get_month_type())), int(my_day_entity.get_value()), 0, 0) + if this_dct > dct: + chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=my_month_entity.get_id())) + chrono_id = chrono_id + 1 + elif this_dct < dct: + chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=my_month_entity.get_id())) + chrono_id = chrono_id + 1 + elif num >=1500 and num <=2050 and not flags["fourdigityear"] and not flags["loneDigitYear"]: + flags["fourdigityear"] = True + year_startidx, year_endidx = calculateSpan(s.getText(), substr) + abs_Sspan = ref_Sspan + year_startidx + abs_Espan = ref_Sspan + year_endidx + + my_year_entity = chrono.ChronoYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=num) + chrono_list.append(my_year_entity) + my_year_entity.set_sub_interval(my_month_entity.get_id()) + chrono_id = chrono_id + 1 + else: + ##parse and process each token + ##replace punctuation + substr = substr.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) + ##split on spaces + tokenized_text = WhitespaceTokenizer().tokenize(substr) + for i in range(0,len(tokenized_text)): + num = utils.getNumberFromText(tokenized_text[i]) + if num is not None: + if num <= 31: + day_startidx, day_endidx = calculateSpan(s.getText(), tokenized_text[i]) + abs_Sspan = ref_Sspan + day_startidx + abs_Espan = ref_Sspan + day_endidx + my_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=num) + chrono_list.append(my_day_entity) + chrono_id = chrono_id + 1 + + #now figure out if it is a NEXT or LAST + #create doctime + if False: #dct is not None: + mStart = my_month_entity.get_start_span() + mEnd = my_month_entity.get_end_span() + this_dct = datetime.datetime(int(dct.year),int(utils.getMonthNumber(my_month_entity.get_month_type())), int(my_day_entity.get_value()), 0, 0) + if this_dct > dct: + chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=my_month_entity.get_id())) + chrono_id = chrono_id + 1 + elif this_dct < dct: + chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=my_month_entity.get_id())) + chrono_id = chrono_id + 1 + elif num >=1500 and num <=2050 and not flags["fourdigityear"] and not flags["loneDigitYear"]: + flags["fourdigityear"] = True + year_startidx, year_endidx = calculateSpan(s.getText(), tokenized_text[i]) + abs_Sspan = ref_Sspan + year_startidx + abs_Espan = ref_Sspan + year_endidx + + my_year_entity = chrono.ChronoYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=num) + chrono_list.append(my_year_entity) + my_year_entity.set_sub_interval(my_month_entity.get_id()) + chrono_id = chrono_id + 1 + + ## if the start of the month is not 0 then we have leading text to parse + if(idxstart > 0): + #substr = s.getText()[:idxstart].strip(",.").strip() + hasMod, mod_type, mod_start, mod_end = hasNextLastThis(s) + if(hasMod): + if mod_type == "This": + chrono_list.append(chrono.ChronoThisOperator(entityID=str(chrono_id) + "entity", start_span=ref_Sspan+mod_start, end_span=ref_Sspan+mod_end, repeating_interval=my_month_entity.get_id())) + chrono_id = chrono_id + 1 + + if mod_type == "Next": + chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=ref_Sspan+mod_start, end_span=ref_Sspan+mod_end, repeating_interval=my_month_entity.get_id())) + chrono_id = chrono_id + 1 + + if mod_type == "Last": + chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=ref_Sspan+mod_start, end_span=ref_Sspan+mod_end, repeating_interval=my_month_entity.get_id(), semantics="Interval-Not-Included")) + chrono_id = chrono_id + 1 + + chrono_list.append(my_month_entity) + + return chrono_list, chrono_id, flags + + +## Takes in a single text string and identifies if it is a month of the year +# @author Amy Olex +# @param tpentity The entity to parse +# @return value The normalized string value for the month of the year, or None if no month of year found. +# @ISSUE If there are multiple months of the year in the temporal phrase it only captures one of them. +def hasTextMonth(tpentity, ref_list): + refStart_span, refEnd_span = tpentity.getSpan() + + # convert to all lower + text_lower = tpentity.getText().lower() + # remove all punctuation + # text_norm = text_lower.translate(str.maketrans(",", ' ')).strip() + text_norm = text_lower.translate(str.maketrans(string.punctuation, ' ' * len(string.punctuation))).strip() + # convert to list + text_list = text_norm.split(" ") + + # define my month lists + full_month = ["january", "february", "march", "april", "may", "june", "july", "august", "september", "october", + "november", "december"] + + # run for full month + t_flag = False + for tok in text_list: + answer = next((m for m in full_month if tok in m), None) + if answer is not None and not t_flag: + answer2 = next((m for m in full_month if m in tok), None) + if answer2 is not None and not t_flag: + t_flag = True + # answer2 should contain the element that matches. We need to find the span in the original phrase and return the correct value + start_idx, end_idx = calculateSpan(text_lower, answer2) + absStart = refStart_span + start_idx + absEnd = refStart_span + end_idx + postag = ref_list[utils.getRefIdx(ref_list, absStart, absEnd)].getPos() + + if postag == "NNP": + if answer2 in ["january"]: + return True, "January", start_idx, end_idx + elif answer2 in ["february"]: + return True, "February", start_idx, end_idx + elif answer2 in ["march"]: + return True, "March", start_idx, end_idx + elif answer2 in ["april"]: + return True, "April", start_idx, end_idx + elif answer2 in ["may"]: + return True, "May", start_idx, end_idx + elif answer2 in ["june"]: + return True, "June", start_idx, end_idx + elif answer2 in ["july"]: + return True, "July", start_idx, end_idx + elif answer2 in ["august"]: + return True, "August", start_idx, end_idx + elif answer2 in ["september"]: + return True, "September", start_idx, end_idx + elif answer2 in ["october"]: + return True, "October", start_idx, end_idx + elif answer2 in ["november"]: + return True, "November", start_idx, end_idx + elif answer2 in ["december"]: + return True, "December", start_idx, end_idx + + # run for abbr month + abbr_month = ["jan.", "feb.", "mar.", "apr.", "jun.", "jul.", "aug.", "sept.", "sep.", "oct.", "nov.", "dec."] + adj_punc = '!"#$%&\'()*+,-/:;<=>?@[\\]^_`{|}~' + text_norm2 = text_lower.translate(str.maketrans(adj_punc, ' ' * len(adj_punc))).strip() + # convert to list + text_list2 = text_norm2.split(" ") + + t_flag = False + for tok in text_list2: + answer = next((m for m in abbr_month if tok in m), None) + if answer is not None and not t_flag: + answer2 = next((m for m in abbr_month if m in tok), None) + if answer2 is not None and not t_flag: + t_flag = True + # answer2 should contain the element that matches. We need to find the span in the original phrase and return the correct value + start_idx, end_idx = calculateSpan(text_lower, answer2) + absStart = refStart_span + start_idx + absEnd = refStart_span + end_idx + postag = ref_list[utils.getRefIdx(ref_list, absStart, absEnd)].getPos() + + if postag == "NNP": + if answer2 in ["jan."]: + return True, "January", start_idx, end_idx + elif answer2 in ["feb."]: + return True, "February", start_idx, end_idx + elif answer2 in ["mar."]: + return True, "March", start_idx, end_idx + elif answer2 in ["apr."]: + return True, "April", start_idx, end_idx + elif answer2 in ["jun."]: + return True, "June", start_idx, end_idx + elif answer2 in ["jul."]: + return True, "July", start_idx, end_idx + elif answer2 in ["aug."]: + return True, "August", start_idx, end_idx + elif answer2 in ["sept.", "sep."]: + return True, "September", start_idx, end_idx + elif answer2 in ["oct."]: + return True, "October", start_idx, end_idx + elif answer2 in ["nov."]: + return True, "November", start_idx, end_idx + elif answer2 in ["dec."]: + return True, "December", start_idx, end_idx + + # run for abbr month without punctuation + abbr_month = ["jan", "feb", "mar", "apr", "jun", "jul", "aug", "sept", "sep", "oct", "nov", "dec"] + adj_punc = '!"#$%&\'()*+,-/:;<=>?@[\\]^_`{|}~' + text_norm2 = text_lower.translate(str.maketrans(adj_punc, ' ' * len(adj_punc))).strip() + # convert to list + text_list2 = text_norm2.split(" ") + + t_flag = False + for tok in text_list2: + answer = next((m for m in abbr_month if tok in m), None) + if answer is not None and not t_flag: + answer2 = next((m for m in abbr_month if m in tok), None) + if answer2 is not None and not t_flag: + t_flag = True + # answer2 should contain the element that matches. We need to find the span in the original phrase and return the correct value + start_idx, end_idx = calculateSpan(text_lower, answer2) + absStart = refStart_span + start_idx + absEnd = refStart_span + end_idx + postag = ref_list[utils.getRefIdx(ref_list, absStart, absEnd)].getPos() + + if postag == "NNP": + if answer2 in ["jan"]: + return True, "January", start_idx, end_idx + elif answer2 in ["feb"]: + return True, "February", start_idx, end_idx + elif answer2 in ["mar"]: + return True, "March", start_idx, end_idx + elif answer2 in ["apr"]: + return True, "April", start_idx, end_idx + elif answer2 in ["jun"]: + return True, "June", start_idx, end_idx + elif answer2 in ["jul"]: + return True, "July", start_idx, end_idx + elif answer2 in ["aug"]: + return True, "August", start_idx, end_idx + elif answer2 in ["sept", "sep"]: + return True, "September", start_idx, end_idx + elif answer2 in ["oct"]: + return True, "October", start_idx, end_idx + elif answer2 in ["nov"]: + return True, "November", start_idx, end_idx + elif answer2 in ["dec"]: + return True, "December", start_idx, end_idx + + return False, None, None, None \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/TextYear.py b/Chrono/TimePhraseToChrono/TextYear.py new file mode 100644 index 00000000..ad60d610 --- /dev/null +++ b/Chrono/TimePhraseToChrono/TextYear.py @@ -0,0 +1,52 @@ +import re +import string +from nltk import WhitespaceTokenizer +from Chrono import chronoEntities as chrono, utils + + +def buildTextYear(s, chrono_id, chrono_list): + + boo, val, idxstart, idxend = hasTextYear(s) + + if boo: + ref_Sspan, ref_Espan = s.getSpan() + abs_Sspan = ref_Sspan + idxstart + abs_Espan = ref_Sspan + idxend + my_year_entity = chrono.ChronoYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=val) + chrono_id = chrono_id + 1 + chrono_list.append(my_year_entity) + + return chrono_list, chrono_id + + +## Parses a TimePhraseEntity's text field to determine if it contains a month of the year, written out in text form, followed by a day, then builds the associated chronoentity list +# @author Amy Olex +# @param s The TimePhraseEntity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +def hasTextYear(tpentity): + #remove ending punctuation + text1 = tpentity.getText().strip(",.") + #replace all other punctuation and replace with spaces + text = text1.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) + #make sure it is all letters + m = re.search('[a-z,A-Z,-,\s]*', text) + if m.group(0) is not '': + ##split on spaces + tokenized_text = WhitespaceTokenizer().tokenize(text) + for t in tokenized_text: + if utils.getNumberFromText(t) is None: + return False, None, None, None + val = utils.getNumberFromText(text) + + if val is not None: + if val >= 1500 and val <= 2050: + r = re.search(text1, tpentity.getText()) + start, end = r.span(0) + return True, val, start, end + else: + return False, None, None, None + else: + return False, None, None, None + return False, None, None, None \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/This.py b/Chrono/TimePhraseToChrono/This.py new file mode 100644 index 00000000..44b54421 --- /dev/null +++ b/Chrono/TimePhraseToChrono/This.py @@ -0,0 +1,73 @@ +import string +import re +from Chrono import chronoEntities as chrono + + +## Takes in a TimePhraseEntity and identifies if it should be annotated as a This entity +# @author Amy Olex +# @param s The TimePhraseEntity to parse +# @param chrono_id The current chrono_id to increment as new chronoEntities are added to list. +# @param chrono_list The list of Chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. + +def buildThis(s, chrono_id, chrono_list): + # convert to lowercase + text = s.getText().lower() + # remove all punctuation + text_norm = text.translate(str.maketrans(string.punctuation, " " * len(string.punctuation))).strip() + # convert to list + text_list = text_norm.split(" ") + + ## find the word "now" as a single token + for tok in text_list: + if tok == "now": + ## get start end coordinates in original temporal phrase + start_idx, end_idx = re.search("now", text).span(0) + ref_startSpan, ref_endSpan = s.getSpan() + + ## create a This entity + chrono_this_entity = chrono.ChronoThisOperator(entityID=str(chrono_id) + "entity", + start_span=ref_startSpan + start_idx, + end_span=ref_startSpan + end_idx) + chrono_id = chrono_id + 1 + chrono_list.append(chrono_this_entity) + + elif tok == "today" or tok == "todays": + start_idx, end_idx = re.search("today", text).span(0) + ref_startSpan, ref_endSpan = s.getSpan() + + ## create a This entity + chrono_this_entity = chrono.ChronoThisOperator(entityID=str(chrono_id) + "entity", + start_span=ref_startSpan + start_idx, + end_span=ref_startSpan + end_idx) + chrono_id = chrono_id + 1 + + chrono_interval_entity = chrono.ChronoCalendarIntervalEntity(entityID=str(chrono_id) + "entity", + start_span=ref_startSpan + start_idx, + end_span=ref_startSpan + end_idx, + calendar_type="Day", number=None) + chrono_id = chrono_id + 1 + + chrono_this_entity.set_repeating_interval(chrono_interval_entity.get_id()) + + chrono_list.append(chrono_this_entity) + chrono_list.append(chrono_interval_entity) + + ## Note, may need to look for phrases like "current week" at some point. + elif tok == "current": + ## get start end coordinates in original temporal phrase + start_idx, end_idx = re.search("current", text).span(0) + ref_startSpan, ref_endSpan = s.getSpan() + + ## create a This entity + chrono_this_entity = chrono.ChronoThisOperator(entityID=str(chrono_id) + "entity", + start_span=ref_startSpan + start_idx, + end_span=ref_startSpan + end_idx) + chrono_id = chrono_id + 1 + chrono_list.append(chrono_this_entity) + + return chrono_list, chrono_id + +#### +# END_MODULE +#### diff --git a/Chrono/TimePhraseToChrono/TimeZone.py b/Chrono/TimePhraseToChrono/TimeZone.py new file mode 100644 index 00000000..a8b6d9b3 --- /dev/null +++ b/Chrono/TimePhraseToChrono/TimeZone.py @@ -0,0 +1,54 @@ +import string +import re +from Chrono import chronoEntities as chrono + + +def buildTimeZone(s, chrono_id, chrono_list): + boo, val, startSpan, endSpan = hasTimeZone(s) + + if boo: + ref_StartSpan, ref_EndSpan = s.getSpan() + abs_StartSpan = ref_StartSpan + startSpan + abs_EndSpan = abs_StartSpan + abs(endSpan - startSpan) + + chrono_tz_entity = chrono.ChronoTimeZoneEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, end_span=abs_EndSpan) + chrono_id = chrono_id + 1 + chrono_list.append(chrono_tz_entity) + + return chrono_list, chrono_id + +#### +#END_MODULE +#### + +## Takes in a single TimePhrase entity and determines if it has a time zone specified in the text. +# @author Amy Olex and Luke Maffey +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs the regex object or None +def hasTimeZone(tpentity): + text = tpentity.getText() + text_norm = text.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) + tz = re.search('(AST|EST|EDT|CST|CDT|MST|MDT|PST|PDT|HST|SST|SDT|GMT|UTC|BST|CET|IST|MSD|MSK|AKST|HAST|HADT|CHST|CEST|EEST)', text_norm) + + if tz is not None: + return True, tz.group(1), tz.start(1), tz.end(1) + ''' + tz = re.search('\d{0,4}(AKST|HAST|HADT|CHST|CEST|EEST)', text_norm) + if tz is None: + return False, None, None, None + elif len(tz.group()) == 4: + return True, tz.group(), tz.start(), tz.end() + elif len(tz.group()) == 6 or len(tz.group()) == 8: + return True, tz.group()[-4:], tz.end()-4, tz.end() + else: + return False, None, None, None + elif len(tz.group()) == 3: + return True, tz.group(), tz.start(), tz.end() + elif len(tz.group()) == 5 or len(tz.group()) == 7: + return True, tz.group()[-3:], tz.end()-3, tz.end() + ''' + return False, None, None, None + +#### +#END_MODULE +#### \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/TwentyFourHourTime.py b/Chrono/TimePhraseToChrono/TwentyFourHourTime.py new file mode 100644 index 00000000..d0a07327 --- /dev/null +++ b/Chrono/TimePhraseToChrono/TwentyFourHourTime.py @@ -0,0 +1,104 @@ +import re +from Chrono import chronoEntities as chrono, utils +from Chrono.utils import calculateSpan + + +## Parses a TimePhrase entity's text field to determine if it contains a 24-hour time expression, then builds the associated chronoentity list +# @author Amy Olex +# @param s The TimePhrase entity to parse +# @param chronoID The current chronoID to increment as new chronoentities are added to list. +# @param chronoList The list of chrono objects we currently have. Will add to these. +# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. +def build24HourTime(s, chrono_id, chrono_list, flags): + + boo, val, idxstart, idxend = has24HourTime(s, flags) + ref_Sspan, ref_Espan = s.getSpan() + if boo and not flags["loneDigitYear"]: + ## assume format of hhmm or hhmmzzz + try: + hour = int(val[0:2]) + minute = int(val[2:4]) + except ValueError: + # print("Skipping, not a 24hour time") + return chrono_list, chrono_id, flags + # hour = w2n.number_formation(val[0:2]) + # minute = w2n.word_to_num(val[2:4]) + # print("TIME ZONE: {}".format(val)) + # tz = hasTimeZone(s) + # my_tz_entity = chrono.ChronoTimeZoneEntity(str(chrono_id) + "entity", start_span=tz.span(0)[0] + ref_Sspan, + # end_span=tz.span(0)[1] + ref_Sspan) + # chrono_list.append(my_tz_entity) + # chrono_id = chrono_id + 1 + # return chrono_list, chrono_id + # #search for time zone + # ## Identify if a time zone string exists + # tz = hasTimeZone(s) + # if tz is not None: + # my_tz_entity = chrono.ChronoTimeZoneEntity(str(chrono_id) + "entity", start_span =tz.span(0)[0] + ref_Sspan, end_span=tz.span(0)[1] + ref_Sspan) + # chrono_list.append(my_tz_entity) + # chrono_id = chrono_id + 1 + # else: + # my_tz_entity = None + + ## build minute entity + min_entity = chrono.ChronoMinuteOfHourEntity(entityID=str(chrono_id) + "entity", start_span=ref_Sspan + idxstart + 2, end_span=ref_Sspan + idxstart + 4, value=minute) + # print("24Minute Value Added: " + str(min_entity.get_value())) + chrono_list.append(min_entity) + chrono_id = chrono_id + 1 + + # if my_tz_entity is not None: + # hour_entity = chrono.ChronoHourOfDayEntity(entityID=str(chrono_id) + "entity", start_span=ref_Sspan + idxstart, end_span=ref_Sspan + idxstart + 2, value=hour, time_zone=my_tz_entity.get_id()) + # else: + hour_entity = chrono.ChronoHourOfDayEntity(entityID=str(chrono_id) + "entity", start_span=ref_Sspan + idxstart, end_span=ref_Sspan + idxstart + 2, value=hour) + # print("24Hour Value Added: " + str(hour_entity.get_value())) + hour_entity.set_sub_interval(min_entity.get_id()) + chrono_list.append(hour_entity) + chrono_id = chrono_id + 1 + + + return chrono_list, chrono_id, flags + + +## Takes in a single text string and identifies if it has any 4 digit 24-hour time phrases +# @author Amy Olex +# @param tpentity The TimePhrase entity object being parsed +# @return Outputs 4 values: Boolean Flag, Value text, start index, end index +# Note: This need to be called after it has checked for years +def has24HourTime(tpentity, flags): + # text_lower = tpentity.getText().lower() + # remove all punctuation + # text_norm = text_lower.translate(str.maketrans("", "", ",")) + # convert to list + stext = tpentity.getText() + text_list = stext.split(" ") + + if not flags["loneDigitYear"]: + # loop through list looking for expression + for text in text_list: + tz_format = re.search( + '\d{0,4}(AST|EST|EDT|CST|CDT|MST|MDT|PST|PDT|AKST|HST|HAST|HADT|SST|SDT|GMT|CHST|UTC)', text) + if len(text) == 4: + num = utils.getNumberFromText(text) + if num is not None: + hour = utils.getNumberFromText(text[:2]) + minute = utils.getNumberFromText(text[2:]) + if (hour is not None) and (minute is not None): + if (minute > 60) or (hour > 24): + return False, None, None, None + else: + start_idx, end_idx = calculateSpan(stext, text) + return True, text, start_idx, end_idx + elif tz_format is not None: + time = tz_format[0] + # print("THIS TIME: {}".format(time)) + hour = utils.getNumberFromText(time[0:2]) + minute = utils.getNumberFromText(time[2:4]) + # if (minute > 60) or (hour > 24): + # return False, None, None, None + # else: + start_idx, end_idx = calculateSpan(stext, time) + return True, time, start_idx, end_idx + + return False, None, None, None # if no 4 digit year expressions were found return false + else: + return False, None, None, None # if loneDigitYearFlag has already been set \ No newline at end of file diff --git a/Chrono/TimePhraseToChrono/__init__.py b/Chrono/TimePhraseToChrono/__init__.py new file mode 100644 index 00000000..8d240b22 --- /dev/null +++ b/Chrono/TimePhraseToChrono/__init__.py @@ -0,0 +1,3 @@ +__all__ = ["MonthYear", "This", "BeforeAfter","NthFromStart","TimeZone","NumericDate", "DayOfMonth", "HourOfDay", + "MinuteOfHour", "SecondOfMinute", "DayOfWeek", "Season", "TextYear", "AMPM", "TextMonthAndDay", + "PeriodInterval", "PartOfDay", "PartOfWeek", "TwentyFourHourTime", "Modifier", "Last"] \ No newline at end of file diff --git a/Chrono/TimePhrase_to_Chrono.py b/Chrono/TimePhrase_to_Chrono.py deleted file mode 100644 index 8b4133f1..00000000 --- a/Chrono/TimePhrase_to_Chrono.py +++ /dev/null @@ -1,2880 +0,0 @@ -# Copyright (c) 2018 -# Amy L. Olex, Virginia Commonwealth University -# alolex at vcu.edu -# -# Luke Maffey, Virginia Commonwealth University -# maffeyl at vcu.edu -# -# Nicholas Morton, Virginia Commonwealth University -# nmorton at vcu.edu -# -# Bridget T. McInnes, Virginia Commonwealth University -# btmcinnes at vcu.edu -# -# This file is part of Chrono -# -# Chrono is free software; you can redistribute it and/or -# modify it under the terms of the GNU General Public License -# as published by the Free Software Foundation; either version 3 -# of the License, or (at your option) any later version. -# -# Chrono is distributed in the hope that it will be useful, -# but WITHOUT ANY WARRANTY; without even the implied warranty of -# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -# GNU General Public License for more details. -# -# You should have received a copy of the GNU General Public License -# along with Chrono; if not, write to -# -# The Free Software Foundation, Inc., -# 59 Temple Place - Suite 330, -# Boston, MA 02111-1307, USA. - - - -## Converts temporal phrases into Chrono Entities - - -import calendar -import datetime -import re -import string - - -import numpy as np - -from nltk.tokenize import WhitespaceTokenizer -from chronoML import ChronoKeras -from Chrono import referenceToken -from Chrono import chronoEntities as chrono -from Chrono import utils -from Chrono import w2ny as w2n - - -#Example TimePhrase List -#Wsj_0152 -#0 11/02/89 <12,20> DATE 1989-11-02 -#1 Nov. 9 11/02/89 <145,160> DATE 1989-11-02 -#2 5 p.m. EST Nov. 9 <393,410> TIME 2017-11-09T17:00-0500 -#3 Nov. 6 <536,542> DATE 2017-11-06 - -## Takes in list of TimePhrase output and converts to ChronoEntity -# @author Nicholas Morton -# @param list of TimePhrase Output -# @param document creation time (optional) -# @return List of Chrono entities and the ChronoID -def buildChronoList(TimePhraseList, chrono_id, ref_list, PIclassifier, PIfeatures, dct=None): - chrono_list = [] - - ## Do some further pre-processing on the ref token list - ## Replace all punctuation with spaces - ref_list = referenceToken.replacePunctuation(ref_list) - ## Convert to lowercase - ref_list = referenceToken.lowercase(ref_list) - - for s in TimePhraseList: - #print(s) - chrono_tmp_list = [] - - # this is the new chrono time flags so we don't duplicate effort. Will ned to eventually re-write this flow. - # The flags are in the order: [loneDigitYear, month, day, hour, minute, second] - chrono_time_flags = {"loneDigitYear":False, "month":False, "day":False, "hour":False, "minute":False, "second":False, "fourdigityear":False} - - #Parse out Year function - chrono_tmp_list, chrono_id, chrono_time_flags = buildChronoYear(s, chrono_id, chrono_tmp_list, chrono_time_flags) - #Parse out Two-Digit Year - chrono_tmp_list, chrono_id, chrono_time_flags = buildChrono2DigitYear(s, chrono_id, chrono_tmp_list, chrono_time_flags) - #Parse out Month-of-Year - chrono_tmp_list, chrono_id, chrono_time_flags = buildChronoMonthOfYear(s, chrono_id, chrono_tmp_list, chrono_time_flags) - #Parse out Day-of-Month - chrono_tmp_list, chrono_id, chrono_time_flags = buildChronoDayOfMonth(s, chrono_id, chrono_tmp_list, chrono_time_flags) - #Parse out HourOfDay - chrono_tmp_list, chrono_id, chrono_time_flags = buildChronoHourOfDay(s, chrono_id, chrono_tmp_list, chrono_time_flags) - #Parse out MinuteOfHour - chrono_tmp_list, chrono_id, chrono_time_flags = buildChronoMinuteOfHour(s, chrono_id, chrono_tmp_list, chrono_time_flags) - #Parse out SecondOfMinute - chrono_tmp_list, chrono_id, chrono_time_flags = buildChronoSecondOfMinute(s, chrono_id, chrono_tmp_list, chrono_time_flags) - - - #Parse modifier text - chrono_tmp_list, chrono_id = buildModifierText(s, chrono_id, chrono_tmp_list) - - #call non-standard formatting temporal phrases - chrono_tmp_list, chrono_id, chrono_time_flags = buildNumericDate(s, chrono_id, chrono_tmp_list, chrono_time_flags) - chrono_tmp_list, chrono_id, chrono_time_flags = build24HourTime(s, chrono_id, chrono_tmp_list, chrono_time_flags) - - chrono_tmp_list, chrono_id = buildDayOfWeek(s, chrono_id, chrono_tmp_list) - chrono_tmp_list, chrono_id = buildTextMonthAndDay(s, chrono_id, chrono_tmp_list, dct, ref_list) - chrono_tmp_list, chrono_id = buildAMPM(s, chrono_id, chrono_tmp_list) - chrono_tmp_list, chrono_id = buildPartOfDay(s, chrono_id, chrono_tmp_list) - chrono_tmp_list, chrono_id = buildPartOfWeek(s, chrono_id, chrono_tmp_list) - chrono_tmp_list, chrono_id = buildSeasonOfYear(s, chrono_id, chrono_tmp_list, ref_list) - chrono_tmp_list, chrono_id = buildPeriodInterval(s, chrono_id, chrono_tmp_list, ref_list, PIclassifier, PIfeatures) - chrono_tmp_list, chrono_id = buildTextYear(s, chrono_id, chrono_tmp_list) - chrono_tmp_list, chrono_id = buildThis(s, chrono_id, chrono_tmp_list) - chrono_tmp_list, chrono_id = buildBeforeAfter(s, chrono_id, chrono_tmp_list) - chrono_tmp_list, chrono_id = buildNthFromStart(s, chrono_id, chrono_tmp_list, ref_list) - chrono_tmp_list, chrono_id = buildTimeZone(s, chrono_id, chrono_tmp_list) - - # print("XXXXXXXXX") - # print(s) - # for e in chrono_tmp_list: - # print(e) - - - tmplist, chrono_id = buildChronoSubIntervals(chrono_tmp_list, chrono_id, dct, ref_list) - chrono_list = chrono_list+tmplist - #Going to incorporate in future builds - #chrono_list, chrono_id = buildDuration(s, chrono_id, chrono_list) - #chrono_list, chrono_id = buildSet(s, chrono_id, chrono_list) - - return chrono_list, chrono_id - -#### -#END_MODULE -#### - - - - - -## Takes in list of ChronoEntities and identifies sub-intervals within the list -# @author Amy Olex -# @param list of ChronoEntities -# @return List of ChronoEntities with sub-intervals assigned -def buildChronoSubIntervals(chrono_list, chrono_id, dct, ref_list): - year = None - month = None - day = None - hour = None - minute = None - second = None - daypart = None - dayweek = None - interval = None - period = None - nth = None - mod = None - tz = None - - ## loop through all entities and pull out the approriate IDs - for e in range(0,len(chrono_list)): - #print(chrono_list[e].get_id()) - e_type = chrono_list[e].get_type() - #print("E-type: " + e_type) - - if e_type == "Two-Digit-Year" or e_type == "Year": - year = e - # print("YEAR VALUE: " + str(chrono_list[e].get_value())) - elif e_type == "Month-Of-Year": - # print("FOUND Month") - month = e - elif e_type == "Day-Of-Month": - day = e - elif e_type == "Hour-Of-Day": - hour = e - elif e_type == "Minute-Of-Hour": - minute = e - elif e_type == "Second-Of-Minute": - second = e - elif e_type == "Part-Of-Day": - daypart = e - elif e_type == "Day-Of-Week": - dayweek = e - elif e_type == "Calendar-Interval": - interval = e - elif e_type == "Period": - period = e - elif e_type == "NthFromStart": - nth = e - elif e_type == "This" or e_type == "Next" or e_type == "Last": - # print("FOUND Mod") - mod = e - elif e_type == "Time-Zone": - tz = e - - ## Now identify all NEXT and LAST entities - ## Need to edit to figure out if a modifier word exists first, then test for year, etc. - ## need to look specifically for modifier words in the other methods. This method catches full dates that are next or last with no modifier words. - if year is None: - if dct is not None: - if month is not None and mod is None: - mStart = chrono_list[month].get_start_span() - mEnd = chrono_list[month].get_end_span() - - my_month = utils.getMonthNumber(chrono_list[month].get_month_type()) - - if day is not None and my_month == dct.month: - # add a Last - if chrono_list[day].get_value() <= dct.day: - chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[month].get_id())) - chrono_id = chrono_id + 1 - elif chrono_list[day].get_value() > dct.day: - chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[month].get_id())) - chrono_id = chrono_id + 1 - - elif my_month < dct.month: - chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[month].get_id())) - chrono_id = chrono_id + 1 - - elif my_month > dct.month: - chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[month].get_id())) - chrono_id = chrono_id + 1 - - ##having a problem where a past day is being referenced without it being explicit. - ##need to look at the closest preceding verb tense to see if it is past or present I think. - ##will need the reference list to do this. - if dayweek is not None and mod is None: - mStart = chrono_list[dayweek].get_start_span() - mEnd = chrono_list[dayweek].get_end_span() - - #Get ref idx for this token - ref = utils.getRefIdx(ref_list, mStart, mEnd) - vb = None - - while vb is None and ref != 0: - if "VB" in ref_list[ref].getPos(): - if ref_list[ref].getPos() in ["VBD","VBN"]: - #past tense so put as a last - chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[dayweek].get_id())) - chrono_id = chrono_id + 1 - # print("FOUND DAYWEEK LAST") - elif ref_list[ref].getPos() in ["VB","VBG","VBP","VBZ"]: - #present tense so put as a next - chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[dayweek].get_id())) - chrono_id = chrono_id + 1 - # print("FOUND DAYWEEK NEXT") - vb = True - # print("Ref Tok: " + str(ref)) - ref-=1 - - ''' - weekdays = {"Monday":0, "Tuesday":1, "Wednesday":2, "Thursday":3, "Friday":4, "Saturday":5, "Sunday":6} - ##Monday is 0 and Sunday is 6 - dct_day = dct.weekday() - ##need convert the doctime to a day of week - my_dayweek = weekdays[chrono_list[dayweek].get_day_type()] - - if my_dayweek < dct_day: - chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[dayweek].get_id())) - chrono_id = chrono_id + 1 - print("FOUND DAYWEEK LAST") - - elif my_dayweek > dct_day: - chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=chrono_list[dayweek].get_id())) - chrono_id = chrono_id + 1 - print("FOUND DAYWEEK NEXT") - ''' - - ## Now assign all sub-intervals - if second is not None and minute is not None: - chrono_list[minute].set_sub_interval(chrono_list[second].get_id()) - if minute is not None and hour is not None: - chrono_list[hour].set_sub_interval(chrono_list[minute].get_id()) - if hour is not None and day is not None: - chrono_list[day].set_sub_interval(chrono_list[hour].get_id()) - if day is not None and month is not None: - chrono_list[month].set_sub_interval(chrono_list[day].get_id()) - if month is not None and year is not None: - chrono_list[year].set_sub_interval(chrono_list[month].get_id()) - if dayweek is not None and hour is not None: - chrono_list[dayweek].set_sub_interval(chrono_list[hour].get_id()) - if dayweek is not None and daypart is not None and hour is None: - chrono_list[dayweek].set_sub_interval(chrono_list[daypart].get_id()) - if day is not None and daypart is not None and hour is None: - chrono_list[day].set_sub_interval(chrono_list[daypart].get_id()) - - if tz is not None and hour is not None: - chrono_list[hour].set_time_zone(chrono_list[tz].get_id()) - elif tz is not None and hour is None: - # Delete the tz entity if there is no hour to link it to. Not sure if this will work for all cases. - del chrono_list[tz] - - if nth is not None and period is not None: - # print("Adding period sub-interval") - chrono_list[nth].set_period(chrono_list[period].get_id()) - elif nth is not None and interval is not None: - # print("Adding interval sub-interval") - chrono_list[nth].set_repeating_interval(chrono_list[interval].get_id()) - ##### Notes: This next bit is complicated. If I include it I remove some False Positives, but I also create some False Negatives. - ##### I think more complex parsing is needed here to figure out if the ordinal is an NthFromStart or not. - ##### I think implementing a machine learning method here may help. - #elif nth is not None: - # if the nthFromStart does not have a corresponding interval we should remove it from the list. - #print("REMOVING NthFromStart: " + str(chrono_list[nth])) - #del chrono_list[nth] - - return chrono_list, chrono_id - -#### -#END_MODULE -#### - -#################### Start buildX() Methods ####################### - -def buildTimeZone(s, chrono_id, chrono_list): - boo, val, startSpan, endSpan = hasTimeZone(s) - - if boo: - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpan = ref_StartSpan + startSpan - abs_EndSpan = abs_StartSpan + abs(endSpan - startSpan) - - chrono_tz_entity = chrono.ChronoTimeZoneEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, end_span=abs_EndSpan) - chrono_id = chrono_id + 1 - chrono_list.append(chrono_tz_entity) - - return chrono_list, chrono_id - - -## Takes in a TimePhraseEntity and identifies if it has an NthFromStart entity -# @author Amy Olex -# @param s The TimePhraseEntity to parse -# @param chrono_id The current chrono_id to increment as new chronoEntities are added to list. -# @param chrono_list The list of Chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -### Note: Currently this only identified ordinals. the other oddities I don't completely understand yet are ignored. -def buildNthFromStart(s, chrono_id, chrono_list, ref_list): - boo, val, startSpan, endSpan = hasNthFromStart(s, ref_list) - - if boo: - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpan = ref_StartSpan + startSpan - abs_EndSpan = abs_StartSpan + abs(endSpan-startSpan) - - chrono_nth_entity = chrono.ChronoNthOperator(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, end_span=abs_EndSpan, value=val) - chrono_id = chrono_id + 1 - chrono_list.append(chrono_nth_entity) - - return chrono_list, chrono_id - -def hasNthFromStart(tpentity, ref_list): - - refStart_span, refEnd_span = tpentity.getSpan() - - #convert to all lower - text = tpentity.getText().lower() - #remove all punctuation - text_norm = text.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) - #convert to list - text_list = text_norm.split(" ") - - ## if the term does not exist by itself it may be a substring. Go through each word in the TimePhrase string and see if a substring matches. - for t in text_list: - val = utils.isOrdinal(t) - - if val is not None: - start_idx, end_idx = getSpan(text_norm, t) - #now get the reference index of this token and see if there are any temporal tokens next to it. - idx = utils.getRefIdx(ref_list, refStart_span+start_idx, refStart_span+end_idx) - if ref_list[idx-1].isTemporal() or ref_list[idx+1].isTemporal(): - return True, val, start_idx, end_idx - - return False, None, None, None -#### -#END_MODULE -#### - - - - -## Takes in a TimePhraseEntity and identifies if it should be annotated as a After entity -# @author Amy Olex -# @param s The TimePhraseEntity to parse -# @param chrono_id The current chrono_id to increment as new chronoEntities are added to list. -# @param chrono_list The list of Chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. - -def buildBeforeAfter(s, chrono_id, chrono_list): - - boo, val, startSpan, endSpan = hasBeforeAfter(s) - - ## find the word "after" or "later" as a single token - if boo: - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpan = ref_StartSpan + startSpan - abs_EndSpan = abs_StartSpan + abs(endSpan-startSpan) - - if val == "After": - chrono_after_entity = chrono.ChronoAfterOperator(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, end_span=abs_EndSpan, interval_type = "Link") - chrono_id = chrono_id + 1 - chrono_list.append(chrono_after_entity) - - - elif val == "Before": - chrono_before_entity = chrono.ChronoBeforeOperator(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, end_span=abs_EndSpan, interval_type = "Link") - chrono_id = chrono_id + 1 - chrono_list.append(chrono_before_entity) - - - - return chrono_list, chrono_id - - -#### -#END_MODULE -#### - - -## Takes in a TimePhraseEntity and identifies if it should be annotated as a This entity -# @author Amy Olex -# @param s The TimePhraseEntity to parse -# @param chrono_id The current chrono_id to increment as new chronoEntities are added to list. -# @param chrono_list The list of Chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. - -def buildThis(s, chrono_id, chrono_list): - - #convert to lowercase - text = s.getText().lower() - #remove all punctuation - text_norm = text.translate(str.maketrans(string.punctuation, " "*len(string.punctuation))).strip() - #convert to list - text_list = text_norm.split(" ") - - ## find the word "now" as a single token - for tok in text_list: - if tok == "now": - ## get start end coordinates in original temporal phrase - start_idx, end_idx = re.search("now", text).span(0) - ref_startSpan, ref_endSpan = s.getSpan() - - ## create a This entity - chrono_this_entity = chrono.ChronoThisOperator(entityID=str(chrono_id)+"entity", start_span=ref_startSpan+start_idx, end_span=ref_startSpan+end_idx) - chrono_id = chrono_id + 1 - chrono_list.append(chrono_this_entity) - - elif tok == "today" or tok == "todays": - start_idx, end_idx = re.search("today", text).span(0) - ref_startSpan, ref_endSpan = s.getSpan() - - ## create a This entity - chrono_this_entity = chrono.ChronoThisOperator(entityID=str(chrono_id)+"entity", start_span=ref_startSpan+start_idx, end_span=ref_startSpan+end_idx) - chrono_id = chrono_id + 1 - - chrono_interval_entity = chrono.ChronoCalendarIntervalEntity(entityID=str(chrono_id) + "entity", start_span=ref_startSpan+start_idx, end_span=ref_startSpan+end_idx, calendar_type="Day", number=None) - chrono_id = chrono_id + 1 - - chrono_this_entity.set_repeating_interval(chrono_interval_entity.get_id()) - - chrono_list.append(chrono_this_entity) - chrono_list.append(chrono_interval_entity) - - ## Note, may need to look for phrases like "current week" at some point. - elif tok == "current": - ## get start end coordinates in original temporal phrase - start_idx, end_idx = re.search("current", text).span(0) - ref_startSpan, ref_endSpan = s.getSpan() - - ## create a This entity - chrono_this_entity = chrono.ChronoThisOperator(entityID=str(chrono_id)+"entity", start_span=ref_startSpan+start_idx, end_span=ref_startSpan+end_idx) - chrono_id = chrono_id + 1 - chrono_list.append(chrono_this_entity) - - - return chrono_list, chrono_id - - -#### -#END_MODULE -#### - -## Takes in a TimePhraseEntity and identifies if it is a numeric date format -# @author Amy Olex -# @param s The TimePhraseEntity to parse -# @param chrono_id The current chrono_id to increment as new chronoEntities are added to list. -# @param chrono_list The list of Chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -# The flags are in the order: [loneDigitYear, month, day, hour, minute, second] -#chrono_time_flags = {"loneDigitYear"=False, "month"=False, "day"=False, "hour"=False, "minute"=False, "second"=False} -def buildNumericDate(s, chrono_id, chrono_list, flags): - - #convert to all lower - text_lower = s.getText().lower() - #remove all punctuation - #text_norm = text_lower.translate(str.maketrans("", "", string.punctuation)) - #print("After:" + text_norm) - #convert to list - text_norm = text_lower.strip(".,") - text_list = text_norm.split(" ") - - for text in text_list: - ## See if there is a 4 digit number and assume it is a year if between 1500 and 2050 - ## Note that 24hour times in this range will be interpreted as years. However, if a timezone like 1800EDT is attached it will not be parsed here. - if len(text) == 4: - - num = utils.getNumberFromText(text) - if num is not None: - if (num >= 1500) and (num <= 2050): - flags["loneDigitYear"] = True - # print("Found Lone Digit Year") - ## build year - ref_StartSpan, ref_EndSpan = s.getSpan() - start_idx, end_idx = re.search(text, s.getText()).span(0) - chrono_year_entity = chrono.ChronoYearEntity(entityID=str(chrono_id) + "entity", start_span=ref_StartSpan+start_idx, end_span=ref_StartSpan+end_idx, value=num) - chrono_id = chrono_id + 1 - chrono_list.append(chrono_year_entity) - - ## parse out the condesnsed date format like 19980303 or 03031998. - elif len(text) == 8 and utils.getNumberFromText(text) is not None: - # Identify format yyyymmdd - y = utils.getNumberFromText(text[0:4]) - m = utils.getNumberFromText(text[4:6]) - d = utils.getNumberFromText(text[6:8]) - if y is not None: - if (y >= 1500) and (y <= 2050) and (m <= 12) and (d <= 31): - ref_StartSpan, ref_EndSpan = s.getSpan() - #add year - chrono_year_entity = chrono.ChronoYearEntity(entityID=str(chrono_id) + "entity", start_span=ref_StartSpan, end_span=ref_StartSpan+4, value=y) - chrono_id = chrono_id + 1 - #add month - chrono_month_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", start_span=ref_StartSpan+4, end_span=ref_StartSpan+6, month_type=calendar.month_name[m]) - chrono_id = chrono_id + 1 - chrono_year_entity.set_sub_interval(chrono_month_entity.get_id()) - #add day - chrono_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", start_span=ref_StartSpan+6, end_span=ref_StartSpan+8, value=d) - chrono_id = chrono_id + 1 - chrono_month_entity.set_sub_interval(chrono_day_entity.get_id()) - - chrono_list.append(chrono_year_entity) - chrono_list.append(chrono_month_entity) - chrono_list.append(chrono_day_entity) - else: - # test for mmddyyyy - y2 = utils.getNumberFromText(text[4:8]) - m2 = utils.getNumberFromText(text[0:2]) - d2 = utils.getNumberFromText(text[2:4]) - if y2 is not None: - if (y2 >= 1500) and (y2 <= 2050) and (m2 <= 12) and (d2 <= 31): - ref_StartSpan, ref_EndSpan = s.getSpan() - #add year - chrono_year_entity = chrono.ChronoYearEntity(entityID=str(chrono_id) + "entity", start_span=ref_StartSpan+4, end_span=ref_StartSpan+8, value=y) - chrono_id = chrono_id + 1 - #add month - chrono_month_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", start_span=ref_StartSpan, end_span=ref_StartSpan+2, month_type=calendar.month_name[m]) - chrono_id = chrono_id + 1 - chrono_year_entity.set_sub_interval(chrono_month_entity.get_id()) - #add day - chrono_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", start_span=ref_StartSpan+2, end_span=ref_StartSpan+4, value=d) - chrono_id = chrono_id + 1 - chrono_month_entity.set_sub_interval(chrono_day_entity.get_id()) - - chrono_list.append(chrono_year_entity) - chrono_list.append(chrono_month_entity) - chrono_list.append(chrono_day_entity) - - ## parse out the condesnsed date format like 030399 or 990303. - ## Note that dates such as 12-01-2006 (120106 vs 061201) and similar are not distinguishable. - elif len(text) == 6 and utils.getNumberFromText(text) is not None: - # Identify format mmddyy - - y = utils.getNumberFromText(text[4:6]) - m = utils.getNumberFromText(text[0:2]) - d = utils.getNumberFromText(text[2:4]) - if y is not None and m is not None and d is not None: - if (m <= 12) and (d <= 31): - ref_StartSpan, ref_EndSpan = s.getSpan() - #add year - chrono_year_entity = chrono.ChronoTwoDigitYearOperator(entityID=str(chrono_id) + "entity", start_span=ref_StartSpan+4, end_span=ref_StartSpan+6, value=y) - chrono_id = chrono_id + 1 - #add month - chrono_month_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", start_span=ref_StartSpan, end_span=ref_StartSpan+2, month_type=calendar.month_name[m]) - chrono_id = chrono_id + 1 - chrono_year_entity.set_sub_interval(chrono_month_entity.get_id()) - #add day - chrono_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", start_span=ref_StartSpan+2, end_span=ref_StartSpan+4, value=d) - chrono_id = chrono_id + 1 - chrono_month_entity.set_sub_interval(chrono_day_entity.get_id()) - - chrono_list.append(chrono_year_entity) - chrono_list.append(chrono_month_entity) - chrono_list.append(chrono_day_entity) - else: - # test for yymmdd - y2 = utils.getNumberFromText(text[0:2]) - m2 = utils.getNumberFromText(text[2:4]) - d2 = utils.getNumberFromText(text[4:6]) - if y2 is not None: - if (m2 <= 12) and (d2 <= 31): - ref_StartSpan, ref_EndSpan = s.getSpan() - #add year - chrono_year_entity = chrono.ChronoTwoDigitYearOperator(entityID=str(chrono_id) + "entity", start_span=ref_StartSpan, end_span=ref_StartSpan+2, value=y2) - chrono_id = chrono_id + 1 - #add month - chrono_month_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", start_span=ref_StartSpan+2, end_span=ref_StartSpan+4, month_type=calendar.month_name[m2]) - chrono_id = chrono_id + 1 - chrono_year_entity.set_sub_interval(chrono_month_entity.get_id()) - #add day - chrono_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", start_span=ref_StartSpan+4, end_span=ref_StartSpan+6, value=d2) - chrono_id = chrono_id + 1 - chrono_month_entity.set_sub_interval(chrono_day_entity.get_id()) - - chrono_list.append(chrono_year_entity) - chrono_list.append(chrono_month_entity) - chrono_list.append(chrono_day_entity) - - return chrono_list, chrono_id, flags - -#### -#END_MODULE -#### - - - - - -## Takes in list of TimePhrase output and converts to ChronoEntity -# @author Nicholas Morton and Amy Olex -# @param s The TimePhrase entity to parse -# @param chrono_id The current chrono_id to increment as new chronoEntities are added to list. -# @param chrono_list The list of Chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -# The flags are in the order: [loneDigitYear, month, day, hour, minute, second] - -def buildChronoYear(s, chrono_id, chrono_list, flags): - - b, text, startSpan, endSpan, flags = hasYear(s, flags) - if b: - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpan = ref_StartSpan + startSpan - abs_EndSpan = abs_StartSpan + abs(endSpan-startSpan) - chrono_year_entity = chrono.ChronoYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, end_span=abs_EndSpan, value=int(text)) - chrono_id = chrono_id + 1 - flags["fourdigityear"] = True - - #Check for Month in same element - bMonth, textMonth, startSpanMonth, endSpanMonth = hasMonthOfYear(s) - if bMonth and not flags["month"]: - flags["month"] = True - abs_StartSpanMonth = ref_StartSpan + startSpanMonth - abs_EndSpanMonth = abs_StartSpanMonth + abs(endSpanMonth - startSpanMonth) - if(int(textMonth) <= 12): - chrono_month_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpanMonth, end_span=abs_EndSpanMonth, month_type=calendar.month_name[int(textMonth)]) - chrono_id = chrono_id + 1 - chrono_year_entity.set_sub_interval(chrono_month_entity.get_id()) - - #Check for Day in same element - bDay, textDay, startSpanDay, endSpanDay = hasDayOfMonth(s) - if bDay and not flags["day"]: - flags["day"] = True - abs_StartSpanDay = ref_StartSpan + startSpanDay - abs_EndSpanDay = abs_StartSpanDay + abs(endSpanDay-startSpanDay) - if(int(textDay) <= 31): - chrono_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpanDay, end_span=abs_EndSpanDay, value=int(textDay)) - chrono_id = chrono_id + 1 - chrono_month_entity.set_sub_interval(chrono_day_entity.get_id()) - - #Check for Hour in same element - bHour, textHour, startSpanHour, endSpanHour = hasHourOfDay(s) - if bHour and not flags["hour"]: - flags["hour"] = True - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpanHour = ref_StartSpan + startSpanHour - abs_EndSpanHour = abs_StartSpanHour + abs(endSpanHour-startSpanHour) - if(int(textHour) <= 24): - chrono_hour_entity = chrono.ChronoHourOfDayEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpanHour, end_span=abs_EndSpanHour, value=int(textHour)) - chrono_id = chrono_id + 1 - chrono_day_entity.set_sub_interval(chrono_hour_entity.get_id()) - - #Check for Minute in same element - bMinute, textMinute, startSpanMinute, endSpanMinute = hasMinuteOfHour(s) - if bMinute and not flags["minute"]: - flags["minute"]=True - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpanMinute = ref_StartSpan + startSpanMinute - abs_EndSpanMinute = abs_StartSpanMinute + abs(endSpanMinute-startSpanMinute) - if(int(textMinute) <= 60): - chrono_minute_entity = chrono.ChronoMinuteOfHourEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpanMinute, end_span=abs_EndSpanMinute, value=int(textMinute)) - chrono_id = chrono_id + 1 - chrono_hour_entity.set_sub_interval(chrono_minute_entity.get_id()) - - - #Check for Second in same element - bSecond, textSecond, startSpanSecond, endSpanSecond = hasSecondOfMinute(s) - if bSecond and not flags["second"]: - flags["second"]=True - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpanSecond = ref_StartSpan + startSpanSecond - abs_EndSpanSecond = abs_StartSpanSecond + abs(endSpanSecond-startSpanSecond) - if(int(textSecond) <= 60): - chrono_second_entity = chrono.ChronoSecondOfMinuteEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpanSecond, end_span=abs_EndSpanSecond, value=int(textSecond)) - chrono_list.append(chrono_second_entity) - chrono_id = chrono_id + 1 - chrono_minute_entity.set_sub_interval(chrono_second_entity.get_id()) - - chrono_list.append(chrono_minute_entity) - - chrono_list.append(chrono_hour_entity) - - chrono_list.append(chrono_day_entity) - - chrono_list.append(chrono_month_entity) - - chrono_list.append(chrono_year_entity) - - - return chrono_list, chrono_id, flags -#### -#END_MODULE -#### - -## Takes in list of TimePhrase output and converts to ChronoEntity -# @author Nicholas Morton -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -def buildChrono2DigitYear(s, chrono_id, chrono_list, flags): - b, text, startSpan, endSpan = has2DigitYear(s) - if b and not flags["fourdigityear"]: - #In most cases this will be at the end of the Span - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpan = ref_StartSpan + startSpan - abs_EndSpan = abs_StartSpan + abs(endSpan-startSpan) - chrono_2_digit_year_entity = chrono.ChronoTwoDigitYearOperator(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, end_span=abs_EndSpan, value=text) - chrono_id = chrono_id + 1 - - #Check for Month in same element - bMonth, textMonth, startSpanMonth, endSpanMonth = hasMonthOfYear(s) - if bMonth and not flags["month"]: - flags["month"] = True - abs_StartSpanMonth = ref_StartSpan + startSpanMonth - abs_EndSpanMonth = abs_StartSpanMonth + abs(endSpanMonth - startSpanMonth) - if(int(textMonth) <= 12): - chrono_month_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpanMonth, end_span=abs_EndSpanMonth, month_type=calendar.month_name[int(textMonth)]) - chrono_id = chrono_id + 1 - chrono_2_digit_year_entity.set_sub_interval(chrono_month_entity.get_id()) - - #Check for Day in same element - bDay, textDay, startSpanDay, endSpanDay = hasDayOfMonth(s) - if bDay and not flags["day"]: - flags["day"] = True - abs_StartSpanDay = ref_StartSpan + startSpanDay - abs_EndSpanDay = abs_StartSpanDay + abs(endSpanDay-startSpanDay) - if(int(textDay) <= 31): - chrono_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpanDay, end_span=abs_EndSpanDay, value=int(textDay)) - chrono_id = chrono_id + 1 - chrono_month_entity.set_sub_interval(chrono_day_entity.get_id()) - - #Check for Hour in same element - bHour, textHour, startSpanHour, endSpanHour = hasHourOfDay(s) - if bHour and not flags["hour"]: - flags["hour"] = True - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpanHour = ref_StartSpan + startSpanHour - abs_EndSpanHour = abs_StartSpanHour + abs(endSpanHour-startSpanHour) - if(int(textHour) <= 24): - chrono_hour_entity = chrono.ChronoHourOfDayEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpanHour, end_span=abs_EndSpanHour, value=int(textHour)) - chrono_id = chrono_id + 1 - chrono_day_entity.set_sub_interval(chrono_hour_entity.get_id()) - - #Check for Minute in same element - bMinute, textMinute, startSpanMinute, endSpanMinute = hasMinuteOfHour(s) - if bMinute and not flags["minute"]: - flags["minute"]=True - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpanMinute = ref_StartSpan + startSpanMinute - abs_EndSpanMinute = abs_StartSpanMinute + abs(endSpanMinute-startSpanMinute) - if(int(textMinute) <= 60): - chrono_minute_entity = chrono.ChronoMinuteOfHourEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpanMinute, end_span=abs_EndSpanMinute, value=int(textMinute)) - chrono_id = chrono_id + 1 - chrono_hour_entity.set_sub_interval(chrono_minute_entity.get_id()) - - - #Check for Second in same element - bSecond, textSecond, startSpanSecond, endSpanSecond = hasSecondOfMinute(s) - if bSecond and not flags["second"]: - flags["second"]=True - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpanSecond = ref_StartSpan + startSpanSecond - abs_EndSpanSecond = abs_StartSpanSecond + abs(endSpanSecond-startSpanSecond) - if(int(textSecond) <= 60): - chrono_second_entity = chrono.ChronoSecondOfMinuteEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpanSecond, end_span=abs_EndSpanSecond, value=int(textSecond)) - chrono_list.append(chrono_second_entity) - chrono_id = chrono_id + 1 - chrono_minute_entity.set_sub_interval(chrono_second_entity.get_id()) - - chrono_list.append(chrono_minute_entity) - - chrono_list.append(chrono_hour_entity) - - chrono_list.append(chrono_day_entity) - - chrono_list.append(chrono_month_entity) - - chrono_list.append(chrono_2_digit_year_entity) - - - return chrono_list, chrono_id, flags -#### -#END_MODULE -#### - -## Takes in list of TimePhrase output and converts to chronoEntity -# @author Nicholas Morton -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -def buildChronoMonthOfYear(s, chrono_id, chrono_list, flags): - b, text, startSpan, endSpan = hasMonthOfYear(s) - if b and not flags["month"]: - flags["month"] = True - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpan = ref_StartSpan + startSpan - abs_EndSpan = abs_StartSpan + abs(endSpan-startSpan) - if(int(text) <= 12): - chrono_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, end_span=abs_EndSpan, month_type=calendar.month_name[int(text)]) - chrono_list.append(chrono_entity) - chrono_id = chrono_id + 1 - - return chrono_list, chrono_id, flags -#### -#END_MODULE -#### - -## Takes in list of TimePhrase output and converts to chronoEntity -# @author Nicholas Morton -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -def buildChronoDayOfMonth(s, chrono_id, chrono_list, flags): - b, text, startSpan, endSpan = hasDayOfMonth(s) - if b and not flags["day"]: - flags["day"] = True - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpan = ref_StartSpan + startSpan - abs_EndSpan = abs_StartSpan + abs(endSpan-startSpan) - if(int(text) <= 31): - chrono_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, end_span=abs_EndSpan, value=int(text)) - chrono_list.append(chrono_entity) - chrono_id = chrono_id + 1 - - return chrono_list, chrono_id, flags - -#### -#END_MODULE -#### - -## Takes in list of TimePhrase output and converts to chronoEntity -# @author Nicholas Morton -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -def buildChronoHourOfDay(s, chrono_id, chrono_list, flags): - b, text, startSpan, endSpan = hasHourOfDay(s) - if b and not flags["hour"]: - flags["hour"] = True - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpan = ref_StartSpan + startSpan - abs_EndSpan = abs_StartSpan + abs(endSpan-startSpan) - chrono_entity = chrono.ChronoHourOfDayEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, end_span=abs_EndSpan, value=int(text)) - chrono_list.append(chrono_entity) - chrono_id = chrono_id + 1 - - return chrono_list, chrono_id, flags -#### -#END_MODULE -#### - -## Takes in list of TimePhrase output and converts to chronoEntity -# @author Nicholas Morton -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -def buildChronoMinuteOfHour(s, chrono_id, chrono_list, flags): - b, text, startSpan, endSpan = hasMinuteOfHour(s) - - if b and not flags["minute"]: - flags["minute"] = True - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpan = ref_StartSpan + startSpan - abs_EndSpan = abs_StartSpan + abs(endSpan-startSpan) - chrono_entity = chrono.ChronoMinuteOfHourEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, end_span=abs_EndSpan, value=int(text)) - chrono_list.append(chrono_entity) - chrono_id = chrono_id + 1 - - return chrono_list, chrono_id, flags -#### -#END_MODULE -#### - -## Takes in list of TimePhrase output and converts to chronoEntity -# @author Nicholas Morton -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -def buildChronoSecondOfMinute(s, chrono_id, chrono_list, flags): - b, text, startSpan, endSpan = hasSecondOfMinute(s) - if b and not flags["second"]: - flags["second"] = True - ref_StartSpan, ref_EndSpan = s.getSpan() - abs_StartSpan = ref_StartSpan + startSpan - abs_EndSpan = abs_StartSpan + abs(endSpan-startSpan) - chrono_entity = chrono.ChronoSecondOfMinuteEntity(entityID=str(chrono_id) + "entity", start_span=abs_StartSpan, end_span=abs_EndSpan, value=int(text)) - chrono_list.append(chrono_entity) - chrono_id = chrono_id + 1 - - return chrono_list, chrono_id, flags -#### -#END_MODULE -#### - - -## Parses a TimePhrase entity's text field to determine if it contains a day of the week written out in text form, then builds the associated chronoentity list -# @author Amy Olex -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -def buildDayOfWeek(s, chrono_id, chrono_list): - - boo, val, idxstart, idxend = hasDayOfWeek(s) - if boo: - ref_Sspan, ref_Espan = s.getSpan() - abs_Sspan = ref_Sspan + idxstart - abs_Espan = ref_Sspan + idxend - my_entity = chrono.ChronoDayOfWeekEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, day_type=val) - chrono_list.append(my_entity) - chrono_id = chrono_id + 1 - #check here to see if it has a modifier - hasMod, mod_type, mod_start, mod_end = hasModifier(s) - if(hasMod): - if mod_type == "This": - chrono_list.append(chrono.ChronoThisOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id())) - chrono_id = chrono_id + 1 - - if mod_type == "Next": - chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id())) - chrono_id = chrono_id + 1 - - if mod_type == "Last": - chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id(), semantics="Interval-Included")) - chrono_id = chrono_id + 1 - #else: - # chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id(), semantics="Interval-Included")) - # chrono_id = chrono_id + 1 - - #else: - # TODO all last operators are getting added here except yesterday... - # chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, semantics="Interval-Included", repeating_interval=my_entity.get_id())) - # chrono_id = chrono_id + 1 - - - return chrono_list, chrono_id -#### -#END_MODULE -#### - -## Parses a TimePhrase entity's text field to determine if it contains a season of the year written out in text form, then builds the associated chronoentity list -# @author Amy Olex -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -def buildSeasonOfYear(s, chrono_id, chrono_list, ref_list): - - boo, val, idxstart, idxend = hasSeasonOfYear(s, ref_list) - if boo: - ref_Sspan, ref_Espan = s.getSpan() - abs_Sspan = ref_Sspan + idxstart - abs_Espan = ref_Sspan + idxend - my_entity = chrono.ChronoSeasonOfYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, season_type=val) - chrono_id = chrono_id + 1 - - #check here to see if it has a modifier - hasMod, mod_type, mod_start, mod_end = hasModifier(s) - if(hasMod): - if mod_type == "This": - chrono_list.append(chrono.ChronoThisOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id())) - chrono_id = chrono_id + 1 - - if mod_type == "Next": - chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id())) - chrono_id = chrono_id + 1 - - if mod_type == "Last": - chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id())) - chrono_id = chrono_id + 1 - #else: - # chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id())) - # chrono_id = chrono_id + 1 - - # else: - # chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, repeating_interval=my_entity.get_id())) - # chrono_id = chrono_id+1 - - #check to see if it has a number associated with it. We assume the number comes before the interval string - if idxstart > 0: - substr = s.getText()[0:idxstart] - m = re.search('([0-9]{1,2})', substr) - if m is not None : - num_val = m.group(0) - abs_Sspan = ref_Sspan + m.span(0)[0] - abs_Espan = ref_Sspan + m.span(0)[1] - - my_number_entity = chrono.ChronoNumber(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=num_val) - chrono_id = chrono_id + 1 - - #add the number entity to the list - chrono_list.append(my_number_entity) - my_entity.set_number(my_number_entity.get_id()) - #else search for a text number - else: - texNumVal = utils.getNumberFromText(substr) - if texNumVal is not None: - #create the number entity - my_number_entity = chrono.ChronoNumber(entityID=str(chrono_id) + "entity", start_span=ref_Sspan, end_span=ref_Sspan + (idxstart - 1), value=texNumVal) - chrono_id = chrono_id + 1 - #append to list - chrono_list.append(my_number_entity) - #link to interval entity - my_entity.set_number(my_number_entity.get_id()) - - chrono_list.append(my_entity) - - return chrono_list, chrono_id -#### -#END_MODULE -#### - -## Parses a TimePhraseEntity's text field to determine if it contains a month of the year, written out in text form, followed by a day, then builds the associated chronoentity list -# @author Amy Olex -# @param s The TimePhraseEntity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -def buildTextYear(s, chrono_id, chrono_list): - - boo, val, idxstart, idxend = isTextYear(s) - - if boo: - ref_Sspan, ref_Espan = s.getSpan() - abs_Sspan = ref_Sspan + idxstart - abs_Espan = ref_Sspan + idxend - - my_year_entity = chrono.ChronoYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=val) - chrono_id = chrono_id + 1 - chrono_list.append(my_year_entity) - - return chrono_list, chrono_id - -def isTextYear(tpentity): - #remove ending punctuation - text1 = tpentity.getText().strip(",.") - #replace all other punctuation and replace with spaces - text = text1.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) - #make sure it is all letters - m = re.search('[a-z,A-Z,-,\s]*', text) - if m[0] is not '': - ##split on spaces - tokenized_text = WhitespaceTokenizer().tokenize(text) - for t in tokenized_text: - if utils.getNumberFromText(t) is None: - return False, None, None, None - val = utils.getNumberFromText(text) - - if val is not None: - if val >= 1500 and val <= 2050: - r = re.search(text1, tpentity.getText()) - start, end = r.span(0) - return True, val, start, end - else: - return False, None, None, None - else: - return False, None, None, None - return False, None, None, None - - -## Parses a TimePhraseEntity's text field to determine if it contains a month of the year, written out in text form, followed by a day, then builds the associated chronoentity list -# @author Amy Olex -# @param s The TimePhraseEntity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -# ISSUE: This method assumes the day appears after the month, but that may not always be the case as in "sixth of November" -# ISSUE: This method has much to be desired. It will not catch all formats, and will not be able to make the correct connections for sub-intervals. -# It also will not be able to identify formats like "January 6, 1996" or "January third, nineteen ninety-six". -def buildTextMonthAndDay(s, chrono_id, chrono_list, dct=None, ref_list=None): - boo, val, idxstart, idxend = hasTextMonth(s, ref_list) - if boo: - ref_Sspan, ref_Espan = s.getSpan() - abs_Sspan = ref_Sspan + idxstart - abs_Espan = ref_Sspan + idxend - my_month_entity = chrono.chronoMonthOfYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, month_type=val) - chrono_id = chrono_id + 1 - - ## assume all numbers 1-31 are days - ## assume all numbers >1000 are years - ## parse all text before month - ## test to see if all text is a number or text year - ## if no: - ## remove all punctuation - ## seperate by spaces - ## parse each token, if find a number then assign to day or year as appropriate - ## if yes: - ## assign to day or year as appropriate - - ## parse all text after month - ## test to see if all text is a number or text year - ## if no: - ## remove all punctuation - ## seperate by spaces - ## parse each token, if find a number then assign to day or year as appropriate - ## if yes: - ## assign to day or year as appropriate - - #idx_end is the last index of the month. If there are any characters after it the length of the string will be greater than the endidx. - if(idxend < len(s.getText())): - substr = s.getText()[idxend:].strip(",.").strip() - - num = utils.getNumberFromText(substr) - if num is not None: - if num <= 31: - day_startidx, day_endidx = getSpan(s.getText(), substr) - abs_Sspan = ref_Sspan + day_startidx - abs_Espan = ref_Sspan + day_endidx - my_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=num) - chrono_list.append(my_day_entity) - chrono_id = chrono_id + 1 - - #now figure out if it is a NEXT or LAST - #create doctime - if False: #dct is not None: - mStart = my_month_entity.get_start_span() - mEnd = my_month_entity.get_end_span() - this_dct = datetime.datetime(int(dct.year),int(utils.getMonthNumber(my_month_entity.get_month_type())), int(my_day_entity.get_value()), 0, 0) - if this_dct > dct: - chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=my_month_entity.get_id())) - chrono_id = chrono_id + 1 - elif this_dct < dct: - chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=my_month_entity.get_id())) - chrono_id = chrono_id + 1 - elif num >=1000 and num <=2100: - year_startidx, year_endidx = getSpan(s.getText(), substr) - abs_Sspan = ref_Sspan + year_startidx - abs_Espan = ref_Sspan + year_endidx - my_year_entity = chrono.ChronoYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=num) - chrono_list.append(my_year_entity) - my_year_entity.set_sub_interval(my_month_entity.get_id()) - chrono_id = chrono_id + 1 - else: - ##parse and process each token - ##replace punctuation - substr = substr.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) - ##split on spaces - tokenized_text = WhitespaceTokenizer().tokenize(substr) - for i in range(0,len(tokenized_text)): - num = utils.getNumberFromText(tokenized_text[i]) - if num is not None: - if num <= 31: - day_startidx, day_endidx = getSpan(s.getText(), tokenized_text[i]) - abs_Sspan = ref_Sspan + day_startidx - abs_Espan = ref_Sspan + day_endidx - my_day_entity = chrono.ChronoDayOfMonthEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=num) - chrono_list.append(my_day_entity) - chrono_id = chrono_id + 1 - - #now figure out if it is a NEXT or LAST - #create doctime - if False: #dct is not None: - mStart = my_month_entity.get_start_span() - mEnd = my_month_entity.get_end_span() - this_dct = datetime.datetime(int(dct.year),int(utils.getMonthNumber(my_month_entity.get_month_type())), int(my_day_entity.get_value()), 0, 0) - if this_dct > dct: - chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=my_month_entity.get_id())) - chrono_id = chrono_id + 1 - elif this_dct < dct: - chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=mStart, end_span=mEnd, repeating_interval=my_month_entity.get_id())) - chrono_id = chrono_id + 1 - elif num >=1000 and num <=2100: - year_startidx, year_endidx = getSpan(s.getText(), tokenized_text[i]) - abs_Sspan = ref_Sspan + year_startidx - abs_Espan = ref_Sspan + year_endidx - my_year_entity = chrono.ChronoYearEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=num) - chrono_list.append(my_year_entity) - my_year_entity.set_sub_interval(my_month_entity.get_id()) - chrono_id = chrono_id + 1 - - ## if the start of the month is not 0 then we have leading text to parse - if(idxstart > 0): - #substr = s.getText()[:idxstart].strip(",.").strip() - hasMod, mod_type, mod_start, mod_end = hasModifier(s) - if(hasMod): - if mod_type == "This": - chrono_list.append(chrono.ChronoThisOperator(entityID=str(chrono_id) + "entity", start_span=ref_Sspan+mod_start, end_span=ref_Sspan+mod_end, repeating_interval=my_month_entity.get_id())) - chrono_id = chrono_id + 1 - - if mod_type == "Next": - chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=ref_Sspan+mod_start, end_span=ref_Sspan+mod_end, repeating_interval=my_month_entity.get_id())) - chrono_id = chrono_id + 1 - - if mod_type == "Last": - # print("FOUND LAST") - chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=ref_Sspan+mod_start, end_span=ref_Sspan+mod_end, repeating_interval=my_month_entity.get_id(), semantics="Interval-Not-Included")) - chrono_id = chrono_id + 1 - - chrono_list.append(my_month_entity) - - - return chrono_list, chrono_id -#### -#END_MODULE -#### - -## Parses a TimePhrase entity's text field to determine if it contains a AM or PM time indication, then builds the associated chronoentity list -# @author Amy Olex -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -def buildAMPM(s, chrono_id, chrono_list): - am_flag = True - ref_Sspan, ref_Espan = s.getSpan() - ## Identify if a time zone string exists - # tz = hasTimeZone(s) - # if tz is not None: - # my_tz_entity = chrono.ChronoTimeZoneEntity(str(chrono_id) + "entity", start_span =tz.span(0)[0] + ref_Sspan, end_span=tz.span(0)[1] + ref_Sspan) - # chrono_list.append(my_tz_entity) - # chrono_id = chrono_id + 1 - # else: - # my_tz_entity = None - - boo, val, idxstart, idxend = hasAMPM(s) - if boo: - if val == "PM": - abs_Sspan = ref_Sspan + idxstart - abs_Espan = ref_Sspan + idxend - my_AMPM_entity = chrono.ChronoAMPMOfDayEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, - end_span=abs_Espan, ampm_type=val) - chrono_id = chrono_id + 1 - chrono_list.append(my_AMPM_entity) - am_flag = False - - #check to see if it has a time associated with it. We assume the time comes before the AMPM string - #We could parse out the time from the TimePhrase normalized value. The problem is getting the correct span. - #idx_start is the first index of the ampm. If there are any characters before it, it will be greater than 0. - if idxstart > 0: - substr = s.getText()[0:idxstart] - m = re.search('([0-9]{1,2})', substr) - if m is not None : - if am_flag: - abs_Sspan = ref_Sspan + idxstart - abs_Espan = ref_Sspan + idxend - my_AMPM_entity = chrono.ChronoAMPMOfDayEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, - end_span=abs_Espan, ampm_type=val) - chrono_id = chrono_id + 1 - chrono_list.append(my_AMPM_entity) - - hour_val = m.group(0) - abs_Sspan = ref_Sspan + m.span(0)[0] - abs_Espan = ref_Sspan + m.span(0)[1] - - my_hour_entity = chrono.ChronoHourOfDayEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=hour_val, ampm=my_AMPM_entity.get_id()) - - chrono_id = chrono_id + 1 - - # if my_tz_entity is not None: - # my_hour_entity.set_time_zone(my_tz_entity.get_id()) - - #add the hour entity to the list - chrono_list.append(my_hour_entity) - - #else search for a text number - else: - texNumVal = utils.getNumberFromText(substr) - - if texNumVal is not None: - if am_flag: - abs_Sspan = ref_Sspan + idxstart - abs_Espan = ref_Sspan + idxend - my_AMPM_entity = chrono.ChronoAMPMOfDayEntity(entityID=str(chrono_id) + "entity", - start_span=abs_Sspan, - end_span=abs_Espan, ampm_type=val) - chrono_id = chrono_id + 1 - chrono_list.append(my_AMPM_entity) - #create the hour entity - my_hour_entity = chrono.ChronoHourOfDayEntity(entityID=str(chrono_id) + "entity", start_span=ref_Sspan, end_span=ref_Sspan + (idxstart - 1), value=texNumVal, ampm=my_AMPM_entity.get_id()) - chrono_id = chrono_id + 1 - # if my_tz_entity is not None: - # my_hour_entity.set_time_zone(my_tz_entity.get_id()) - #append to list - chrono_list.append(my_hour_entity) - - - return chrono_list, chrono_id - -#### -#END_MODULE -#### - - -## Parses a TimePhrase entity's text field to determine if it contains a calendar interval or period phrase, then builds the associated chronoentity list -# @author Amy Olex -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -###### ISSUES: This method assumes the number is immediatly before the interval type. There is some concern about if the spans are going to be correct. I do test for numbers written out as words, but this assumes the entire beginning of the string from TimePhrase represents the number. If this is not the case the spans may be off. -###### More Issues: I created the training data incorrectly to remove the TimePhrase entity from consideration. In order to classify from scratch we would need multiple classes: period, interval, everything else. I only have a binary classifier here, so I need to narrow it down before trying to classify. -def buildPeriodInterval(s, chrono_id, chrono_list, ref_list, classifier, feats): - - features = feats.copy() - ref_Sspan, ref_Espan = s.getSpan() - #print("TimePhrase Text: " + s.getText()) - boo, val, idxstart, idxend, plural = hasCalendarInterval(s) - - # FIND YESTERDAYS! - # print("***************{}**************".format(s.getText())) - if s.getText() == "yesterday": - abs_Sspan = ref_Sspan + idxstart - abs_Espan = ref_Sspan + idxend - my_entity = chrono.ChronoCalendarIntervalEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, - end_span=abs_Espan, calendar_type=val, number=None) - chrono_id = chrono_id + 1 - my_last_entity = chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, - end_span=abs_Espan, - repeating_interval=str(chrono_id - 1) + "entity") - chrono_id = chrono_id + 1 - chrono_list.append(my_last_entity) - # print("**************Yesterday!*****************") - chrono_list.append(my_entity) - # elif s.getText() == "recently": - # abs_Sspan = ref_Sspan + idxstart - # abs_Espan = ref_Sspan + idxend - # my_last_entity = chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan) - # chrono_id = chrono_id + 1 - # chrono_list.append(my_last_entity) - # print("**************Yesterday!*****************==============================================") - - - elif boo: - abs_Sspan = ref_Sspan + idxstart - abs_Espan = ref_Sspan + idxend - - # get index of overlapping reference token - #ref_idx = -1 - #for i in range(0,len(ref_list)): - # if(utils.overlap(ref_list[i].getSpan(),(abs_Sspan,abs_Espan))): - # ref_idx = i - # break - - ref_idx = utils.getRefIdx(ref_list, abs_Sspan, abs_Espan) - - # extract ML features - my_features = utils.extract_prediction_features(ref_list, ref_idx, feats.copy()) - - # classify into period or interval - if(classifier[1] == "NN"): - my_class = ChronoKeras.keras_classify(classifier[0], np.array(list(my_features.values()))) - #print("Class: " + str(my_class) + " : Start: " + str(abs_Sspan) + " : End: "+ str(abs_Espan)) - elif(classifier[1] == "SVM"): - feat_array = [int(i) for i in my_features.values()] - my_class = classifier[0].predict([feat_array])[0] - else: - my_class = classifier[0].classify(my_features) - #print("Class: " + str(my_class) + " : Start: " + str(abs_Sspan) + " : End: "+ str(abs_Espan)) - - # if 1 then it is a period, if 0 then it is an interval - if(my_class == 1): - my_entity = chrono.ChronoPeriodEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, period_type=getPeriodValue(val), number=None) - chrono_id = chrono_id + 1 - ### Check to see if this calendar interval has a "this" in front of it - prior_tok = ref_list[ref_idx-1].getText().lower() - if prior_tok.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) == "this": - # add a This entitiy and link it to the interval. - start_span, end_span = re.search(prior_tok, "this").span(0) - prior_start, prior_end = ref_list[ref_idx-1].getSpan() - - chrono_this_entity = chrono.ChronoThisOperator(entityID=str(chrono_id) + "entity", start_span=prior_start + start_span, end_span = prior_start + end_span) - chrono_id = chrono_id + 1 - chrono_this_entity.set_period(my_entity.get_id()) - chrono_list.append(chrono_this_entity) - - else: - # check for a Last Word - hasMod, mod_type, mod_start, mod_end = hasModifier(s) - - if(hasMod): - if mod_type == "Next": - chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=ref_Sspan+mod_start, end_span=ref_Sspan+mod_end, period=my_entity.get_id())) - chrono_id = chrono_id + 1 - - if mod_type == "Last": - chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=ref_Sspan+mod_start, end_span=ref_Sspan+mod_end, period=my_entity.get_id(), semantics="Interval-Not-Included")) - chrono_id = chrono_id + 1 - - - - else: - my_entity = chrono.ChronoCalendarIntervalEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, calendar_type=val, number=None) - chrono_id = chrono_id + 1 - ### Check to see if this calendar interval has a "this" in front of it - prior_tok = ref_list[ref_idx-1].getText().lower() - if prior_tok.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) == "this": - # add a This entitiy and link it to the interval. - start_span, end_span = re.search(prior_tok, "this").span(0) - prior_start, prior_end = ref_list[ref_idx-1].getSpan() - - chrono_this_entity = chrono.ChronoThisOperator(entityID=str(chrono_id) + "entity", start_span=prior_start + start_span, end_span = prior_start + end_span) - chrono_id = chrono_id + 1 - chrono_this_entity.set_repeating_interval(my_entity.get_id()) - chrono_list.append(chrono_this_entity) - else: - # check for a Last Word - hasMod, mod_type, mod_start, mod_end = hasModifier(s) - if(hasMod): - if mod_type == "Next": - chrono_list.append(chrono.ChronoNextOperator(entityID=str(chrono_id) + "entity", start_span=ref_Sspan+mod_start, end_span=ref_Sspan+mod_end, repeating_interval=my_entity.get_id())) - chrono_id = chrono_id + 1 - - if mod_type == "Last": - chrono_list.append(chrono.ChronoLastOperator(entityID=str(chrono_id) + "entity", start_span=ref_Sspan+mod_start, end_span=ref_Sspan+mod_end, repeating_interval=my_entity.get_id(), semantics="Interval-Not-Included")) - chrono_id = chrono_id + 1 - - - - #check to see if it has a number associated with it. We assume the number comes before the interval string - if idxstart > 0: - substr = s.getText()[0:idxstart] - m = re.search('([0-9]{1,2})', substr) - if m is not None : - num_val = m.group(0) - abs_Sspan = ref_Sspan + m.span(0)[0] - abs_Espan = ref_Sspan + m.span(0)[1] - - my_number_entity = chrono.ChronoNumber(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=num_val) - chrono_id = chrono_id + 1 - - #add the number entity to the list - chrono_list.append(my_number_entity) - my_entity.set_number(my_number_entity.get_id()) - #else search for a text number - else: - texNumVal = utils.getNumberFromText(substr) - if texNumVal is not None: - #create the number entity - my_number_entity = chrono.ChronoNumber(entityID=str(chrono_id) + "entity", start_span=ref_Sspan, end_span=ref_Sspan + (idxstart - 1), value=texNumVal) - chrono_id = chrono_id + 1 - #append to list - chrono_list.append(my_number_entity) - #link to interval entity - my_entity.set_number(my_number_entity.get_id()) - - chrono_list.append(my_entity) - - else: - boo2, val, idxstart, idxend, numstr = hasEmbeddedPeriodInterval(s) - if(boo2): - abs_Sspan = ref_Sspan + idxstart - abs_Espan = ref_Sspan + idxend - - # get index of overlapping reference token - ref_idx = -1 - for i in range(0,len(ref_list)): - if(utils.overlap(ref_list[i].getSpan(),(abs_Sspan,abs_Espan))): - ref_idx = i - break - - # extract ML features - my_features = utils.extract_prediction_features(ref_list, ref_idx, features) - - # classify into period or interval - if(classifier[1] == "NN"): - my_class = ChronoKeras.keras_classify(classifier[0], np.array(list(my_features.values()))) - #print("Class: " + str(my_class) + " : Start: " + str(abs_Sspan) + " : End: "+ str(abs_Espan)) - else: - my_class = classifier[0].classify(my_features) - #print("Class: " + str(my_class) + " : Start: " + str(abs_Sspan) + " : End: "+ str(abs_Espan)) - - # if 1 then it is a period, if 0 then it is an interval - if(my_class == 1): - my_entity = chrono.ChronoPeriodEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, period_type=getPeriodValue(val), number=None) - chrono_id = chrono_id + 1 - else: - my_entity = chrono.ChronoCalendarIntervalEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, calendar_type=val) - chrono_id = chrono_id + 1 - - #Extract the number and idetify the span of numstr - - substr = s.getText()[:idxstart] ## extract entire first part of TimePhrase phrase - m = re.search('([0-9]{1,2})', substr) #search for an integer in the subphrase and extract it's coordinates - if m is not None : - num_val = m.group(0) - abs_Sspan = ref_Sspan + m.span(0)[0] - abs_Espan = ref_Sspan + m.span(0)[1] - - my_number_entity = chrono.ChronoNumber(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=num_val) - chrono_id = chrono_id + 1 - - #add the number entity to the list - chrono_list.append(my_number_entity) - #link to interval entity - my_entity.set_number(my_number_entity.get_id()) - #else search for a text number - else: - texNumVal = utils.getNumberFromText(numstr) - if texNumVal is not None: - m = re.search(numstr, substr) #search for the number string in the subphrase - if m is not None : - abs_Sspan = ref_Sspan + m.span(0)[0] - abs_Espan = ref_Sspan + m.span(0)[1] - #create the number entity - my_number_entity = chrono.ChronoNumber(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, value=texNumVal) - chrono_id = chrono_id + 1 - #append to list - chrono_list.append(my_number_entity) - #link to interval entity - my_entity.set_number(my_number_entity.get_id()) - - chrono_list.append(my_entity) - - return chrono_list, chrono_id -#### -#END_MODULE -#### - -## Parses a TimePhrase entity's text field to determine if it contains a part of the day expression, then builds the associated chronoentity list -# @author Amy Olex -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -def buildPartOfDay(s, chrono_id, chrono_list): - - boo, val, idxstart, idxend = hasPartOfDay(s) - if boo: - ref_Sspan, ref_Espan = s.getSpan() - abs_Sspan = ref_Sspan + idxstart - abs_Espan = ref_Sspan + idxend - my_entity = chrono.ChronoPartOfDayEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, part_of_day_type=val) - chrono_list.append(my_entity) - chrono_id = chrono_id + 1 - #check here to see if it has a modifier - - return chrono_list, chrono_id -#### -#END_MODULE -#### - -## Parses a TimePhrase entity's text field to determine if it contains a part of the week expression, then builds the associated chronoentity list -# @author Amy Olex -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -def buildPartOfWeek(s, chrono_id, chrono_list): - - boo, val, idxstart, idxend = hasPartOfWeek(s) - if boo: - ref_Sspan, ref_Espan = s.getSpan() - abs_Sspan = ref_Sspan + idxstart - abs_Espan = ref_Sspan + idxend - my_entity = chrono.ChronoPartOfWeekEntity(entityID=str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, part_of_week_type=val) - chrono_list.append(my_entity) - chrono_id = chrono_id + 1 - #check here to see if it has a modifier - - return chrono_list, chrono_id -#### -#END_MODULE -#### - -## Parses a TimePhrase entity's text field to determine if it contains a 24-hour time expression, then builds the associated chronoentity list -# @author Amy Olex -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -def build24HourTime(s, chrono_id, chrono_list, flags): - - boo, val, idxstart, idxend = has24HourTime(s, flags) - ref_Sspan, ref_Espan = s.getSpan() - if boo and not flags["loneDigitYear"]: - ## assume format of hhmm or hhmmzzz - try: - hour = int(val[0:2]) - minute = int(val[2:4]) - except ValueError: - # print("Skipping, not a 24hour time") - return chrono_list, chrono_id, flags - # hour = w2n.number_formation(val[0:2]) - # minute = w2n.word_to_num(val[2:4]) - # print("TIME ZONE: {}".format(val)) - # tz = hasTimeZone(s) - # my_tz_entity = chrono.ChronoTimeZoneEntity(str(chrono_id) + "entity", start_span=tz.span(0)[0] + ref_Sspan, - # end_span=tz.span(0)[1] + ref_Sspan) - # chrono_list.append(my_tz_entity) - # chrono_id = chrono_id + 1 - # return chrono_list, chrono_id - # #search for time zone - # ## Identify if a time zone string exists - # tz = hasTimeZone(s) - # if tz is not None: - # my_tz_entity = chrono.ChronoTimeZoneEntity(str(chrono_id) + "entity", start_span =tz.span(0)[0] + ref_Sspan, end_span=tz.span(0)[1] + ref_Sspan) - # chrono_list.append(my_tz_entity) - # chrono_id = chrono_id + 1 - # else: - # my_tz_entity = None - - ## build minute entity - min_entity = chrono.ChronoMinuteOfHourEntity(entityID=str(chrono_id) + "entity", start_span=ref_Sspan + idxstart + 2, end_span=ref_Sspan + idxstart + 4, value=minute) - # print("24Minute Value Added: " + str(min_entity.get_value())) - chrono_list.append(min_entity) - chrono_id = chrono_id + 1 - - # if my_tz_entity is not None: - # hour_entity = chrono.ChronoHourOfDayEntity(entityID=str(chrono_id) + "entity", start_span=ref_Sspan + idxstart, end_span=ref_Sspan + idxstart + 2, value=hour, time_zone=my_tz_entity.get_id()) - # else: - hour_entity = chrono.ChronoHourOfDayEntity(entityID=str(chrono_id) + "entity", start_span=ref_Sspan + idxstart, end_span=ref_Sspan + idxstart + 2, value=hour) - # print("24Hour Value Added: " + str(hour_entity.get_value())) - hour_entity.set_sub_interval(min_entity.get_id()) - chrono_list.append(hour_entity) - chrono_id = chrono_id + 1 - - - return chrono_list, chrono_id, flags -#### -#END_MODULE -#### - - -## Parses a TimePhrase entity's text field to determine if it contains a part of the day expression, then builds the associated chronoentity list -# @author Nicholas Morton -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return TimePhrase Duration Entity -def buildDuration(s, chrono_id, chrono_list): - - #if hasExactDuration(s): #3 days -> P3D - - #if hasInExactDuration(s): #a few years -> PXY - - #if hasDurationRange(s): #2 to 3 months -> P2M/P3M - - return chrono_list, chrono_id - -#### -#END_MODULE -#### - -## Parses a TimePhrase entity's text field to determine if it contains a part of the day expression, then builds the associated chronoentity list -# @author Nicholas Morton -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return TimePhrase Set Entity -def buildSet(s, chrono_id, chrono_list): - - return chrono_list, chrono_id - - -#### -#END_MODULE -#### - -## Parses a TimePhrase entity's text field to determine if it contains a modifier text expression, then builds the associated chronoentity list -# @author Luke Maffey -# @param s The TimePhrase entity to parse -# @param chronoID The current chronoID to increment as new chronoentities are added to list. -# @param chronoList The list of chrono objects we currently have. Will add to these. -# @return chronoList, chronoID Returns the expanded chronoList and the incremented chronoID. -def buildModifierText(s, chrono_id, chrono_list): - boo, val, idxstart, idxend = hasModifierText(s) - if boo: - ref_Sspan, ref_Espan = s.getSpan() - abs_Sspan = ref_Sspan + idxstart - abs_Espan = ref_Sspan + idxend - if val is not None: - if val == "nearly" or val == "almost": - my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", start_span=abs_Sspan, end_span=abs_Espan, modifier="Less-Than") - chrono_list.append(my_modifier_entity) - chrono_id = chrono_id + 1 - elif val == "about": - my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", - start_span=abs_Sspan, end_span=abs_Espan, modifier="Approx") - chrono_list.append(my_modifier_entity) - chrono_id = chrono_id + 1 - elif val == "late": - my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", - start_span=abs_Sspan, end_span=abs_Espan, modifier="End") - chrono_list.append(my_modifier_entity) - chrono_id = chrono_id + 1 - elif val == "mid": - my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", - start_span=abs_Sspan, end_span=abs_Espan, modifier="Mid") - chrono_list.append(my_modifier_entity) - chrono_id = chrono_id + 1 - elif val == "fiscal" or val == "fy": - my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", - start_span=abs_Sspan, end_span=abs_Espan, modifier="Fiscal") - chrono_list.append(my_modifier_entity) - chrono_id = chrono_id + 1 - # elif val == "over": - # my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", - # start_span=abs_Sspan, end_span=abs_Espan, modifier="More-Than") - # chrono_list.append(my_modifier_entity) - # chrono_id = chrono_id + 1 - elif val == "early": - my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", - start_span=abs_Sspan, end_span=abs_Espan, modifier="Start") - chrono_list.append(my_modifier_entity) - chrono_id = chrono_id + 1 - else: - my_modifier_entity = chrono.ChronoModifier(str(chrono_id) + "entity", - start_span=abs_Sspan, end_span=abs_Espan, modifier="Approx") - chrono_list.append(my_modifier_entity) - chrono_id = chrono_id + 1 - else: - my_modifier_entity = None - - return chrono_list, chrono_id - - -#### -# END_MODULE -#### - - -############# Start hasX() Methods ################## - - -## Takes in a single text string and identifies if it is a day of week -# @author Amy Olex -# @param text The text to be parsed -# @return value The normalized string value for the day of week, or None if no Day of week found. -# @ISSUE If there are multiple days of week in the temporal phrase it only captures one of them. -def hasDayOfWeek(tpentity): - - #print("Before:" + text) - #convert to all lower - text_lower = tpentity.getText().lower() - #remove all punctuation - text_norm = text_lower.translate(str.maketrans("", "", string.punctuation)) - #print("After:" + text_norm) - #convert to list - text_list = text_norm.split(" ") - - #define my day lists - M = ["monday","mon","m"] - T = ["tuesday","tue","tues","t"] - W = ["wednesday","wed","w"] - TR = ["thursday","thur","tr","th"] - F = ["friday","fri","f"] - S = ["saturday","sat","s"] - SU = ["sunday","sun","su"] - days_of_week = M+T+W+TR+F+S+SU - - #figure out if any of the tokens in the text_list are also in the days of week list - intersect = list(set(text_list) & set(days_of_week)) - - #only proceed if the intersect list has a length of 1 or more. - if len(intersect) >= 1 : - #test if the intersect list contains which days. - if len(list(set(intersect) & set (M))) == 1: - day_text = list(set(intersect) & set (M))[0] - start_idx = text_norm.index(day_text) - end_idx = start_idx + len(day_text) - return True, "Monday", start_idx, end_idx - - - if len(list(set(intersect) & set (T))) == 1: - day_text = list(set(intersect) & set (T))[0] - start_idx = text_norm.index(day_text) - end_idx = start_idx + len(day_text) - return True, "Tuesday", start_idx, end_idx - - if len(list(set(intersect) & set (W))) == 1: - day_text = list(set(intersect) & set (W))[0] - start_idx = text_norm.index(day_text) - end_idx = start_idx + len(day_text) - return True, "Wednesday", start_idx, end_idx - - if len(list(set(intersect) & set (TR))) == 1: - day_text = list(set(intersect) & set (TR))[0] - start_idx = text_norm.index(day_text) - end_idx = start_idx + len(day_text) - return True, "Thursday", start_idx, end_idx - - if len(list(set(intersect) & set (F))) == 1: - day_text = list(set(intersect) & set (F))[0] - start_idx = text_norm.index(day_text) - end_idx = start_idx + len(day_text) - return True, "Friday", start_idx, end_idx - - if len(list(set(intersect) & set (S))) == 1: - day_text = list(set(intersect) & set (S))[0] - start_idx = text_norm.index(day_text) - end_idx = start_idx + len(day_text) - return True, "Saturday", start_idx, end_idx - - if len(list(set(intersect) & set (SU))) == 1: - day_text = list(set(intersect) & set (SU))[0] - start_idx = text_norm.index(day_text) - end_idx = start_idx + len(day_text) - return True, "Sunday", start_idx, end_idx - else : - return False, None, None, None - else : - return False, None, None, None - -#### -#END_MODULE -#### - - -## Takes in a single text string and identifies if it has any Before or After phrases -# @author Amy Olex -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -def hasBeforeAfter(tpentity): - - #convert to all lower - text_lower = tpentity.getText().lower() - #remove all punctuation - text_norm = text_lower.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) - #convert to list - text_list = text_norm.split(" ") - - #define my day lists - b_words = ["before", "ago", "pre", "previously", "earlier", "until"] - a_words = ["after", "later"] - ba_words = b_words + a_words - - #figure out if any of the tokens in the text_list are also in the modifiers list - intersect = list(set(text_list) & set(ba_words)) - - #only proceed if the intersect list has a length of 1 or more. - #I'm assuming it will only be a length of 1, if it is not then we don't know what to do with it. - if len(intersect) == 1 : - #test if the intersect list contains which days. - if len(list(set(intersect) & set (b_words))) == 1: - start_idx, end_idx = getSpan(text_lower, list(set(intersect) & set (b_words))[0]) - return True, "Before", start_idx, end_idx - - if len(list(set(intersect) & set (a_words))) == 1: - start_idx, end_idx = getSpan(text_lower, list(set(intersect) & set (a_words))[0]) - return True, "After", start_idx, end_idx - - else : - return False, None, None, None - else : - return False, None, None, None - -#### -#END_MODULE -#### - -## Takes in a single text string and identifies if it has any modufying phrases -# @author Amy Olex -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -def hasModifier(tpentity): - - #convert to all lower - text_lower = tpentity.getText().lower() - #remove all punctuation - text_norm = text_lower.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) - #convert to list - text_list = text_norm.split(" ") - - #define my day lists - modifiers = ["this","next","last","a","each","between","from"] - - #figure out if any of the tokens in the text_list are also in the modifiers list - intersect = list(set(text_list) & set(modifiers)) - - #only proceed if the intersect list has a length of 1 or more. - #I'm assuming it will only be a length of 1, if it is not then we don't know what to do with it. - if len(intersect) == 1 : - #test if the intersect list contains which days. - if intersect[0] == "this": - start_idx = text_norm.index("this") - end_idx = start_idx + len("this") - return True, "This", start_idx, end_idx - - if intersect[0] == "next": - start_idx = text_norm.index("next") - end_idx = start_idx + len("next") - return True, "Next", start_idx, end_idx - - if intersect[0] == "last": - start_idx = text_norm.index("last") - end_idx = start_idx + len("last") - return True, "Last", start_idx, end_idx - - if intersect[0] == "a": - start_idx = text_norm.index("a") - end_idx = start_idx + len("a") - return True, "Period", start_idx, end_idx - - if intersect[0] == "each": - start_idx = text_norm.index("each") - end_idx = start_idx + len("each") - return True, "Period", start_idx, end_idx - - if intersect[0] == "between": - start_idx = text_norm.index("between") - end_idx = start_idx + len("between") - return True, "Period", start_idx, end_idx - - if intersect[0] == "from": - start_idx = text_norm.index("from") - end_idx = start_idx + len("from") - return True, "Period", start_idx, end_idx - else : - return False, None, None, None - else : - return False, None, None, None - -#### -#END_MODULE -#### - - -## Takes in a single text string and identifies if it is a month of the year -# @author Amy Olex -# @param tpentity The entity to parse -# @return value The normalized string value for the month of the year, or None if no month of year found. -# @ISSUE If there are multiple months of the year in the temporal phrase it only captures one of them. -def hasTextMonth(tpentity, ref_list): - - refStart_span, refEnd_span = tpentity.getSpan() - - #convert to all lower - text_lower = tpentity.getText().lower() - #remove all punctuation - #text_norm = text_lower.translate(str.maketrans(",", ' ')).strip() - text_norm = text_lower.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))).strip() - #convert to list - text_list = text_norm.split(" ") - - #define my month lists - full_month = ["january","february","march","april","may","june","july","august","september","october","november","december"] - - #run for full month - t_flag = False - for tok in text_list: - answer = next((m for m in full_month if tok in m), None) - if answer is not None and not t_flag: - answer2 = next((m for m in full_month if m in tok), None) - if answer2 is not None and not t_flag: - t_flag = True - #answer2 should contain the element that matches. We need to find the span in the original phrase and return the correct value - start_idx, end_idx = getSpan(text_lower, answer2) - absStart = refStart_span + start_idx - absEnd = refStart_span + end_idx - postag = ref_list[utils.getRefIdx(ref_list, absStart, absEnd)].getPos() - - if postag == "NNP": - if answer2 in ["january"]: - return True, "January", start_idx, end_idx - elif answer2 in ["february"]: - return True, "February", start_idx, end_idx - elif answer2 in ["march"]: - return True, "March", start_idx, end_idx - elif answer2 in ["april"]: - return True, "April", start_idx, end_idx - elif answer2 in ["may"]: - return True, "May", start_idx, end_idx - elif answer2 in ["june"]: - return True, "June", start_idx, end_idx - elif answer2 in ["july"]: - return True, "July", start_idx, end_idx - elif answer2 in ["august"]: - return True, "August", start_idx, end_idx - elif answer2 in ["september"]: - return True, "September", start_idx, end_idx - elif answer2 in ["october"]: - return True, "October", start_idx, end_idx - elif answer2 in ["november"]: - return True, "November", start_idx, end_idx - elif answer2 in ["december"]: - return True, "December", start_idx, end_idx - - #run for abbr month - abbr_month = ["jan.","feb.","mar.","apr.","jun.","jul.","aug.","sept.","sep.","oct.","nov.","dec."] - adj_punc = '!"#$%&\'()*+,-/:;<=>?@[\\]^_`{|}~' - text_norm2 = text_lower.translate(str.maketrans(adj_punc, ' '*len(adj_punc))).strip() - #convert to list - text_list2 = text_norm2.split(" ") - - t_flag = False - for tok in text_list2: - answer = next((m for m in abbr_month if tok in m), None) - if answer is not None and not t_flag: - answer2 = next((m for m in abbr_month if m in tok), None) - if answer2 is not None and not t_flag: - t_flag = True - #answer2 should contain the element that matches. We need to find the span in the original phrase and return the correct value - start_idx, end_idx = getSpan(text_lower, answer2) - absStart = refStart_span + start_idx - absEnd = refStart_span + end_idx - postag = ref_list[utils.getRefIdx(ref_list, absStart, absEnd)].getPos() - - if postag == "NNP": - if answer2 in ["jan."]: - return True, "January", start_idx, end_idx - elif answer2 in ["feb."]: - return True, "February", start_idx, end_idx - elif answer2 in ["mar."]: - return True, "March", start_idx, end_idx - elif answer2 in ["apr."]: - return True, "April", start_idx, end_idx - elif answer2 in ["jun."]: - return True, "June", start_idx, end_idx - elif answer2 in ["jul."]: - return True, "July", start_idx, end_idx - elif answer2 in ["aug."]: - return True, "August", start_idx, end_idx - elif answer2 in ["sept.", "sep."]: - return True, "September", start_idx, end_idx - elif answer2 in ["oct."]: - return True, "October", start_idx, end_idx - elif answer2 in ["nov."]: - return True, "November", start_idx, end_idx - elif answer2 in ["dec."]: - return True, "December", start_idx, end_idx - - return False, None, None, None - - -#### -#END_MODULE -#### - - - -## Takes in a single text string and identifies if it has any AM or PM phrases -# @author Amy Olex -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -def hasAMPM(tpentity): - - #convert to all lower - #text_lower = tpentity.getText().lower() - text = tpentity.getText() - #remove all punctuation - text_norm = text.translate(str.maketrans("", "", ",")) - #convert to list - text_list = text_norm.split(" ") - - #define my day lists - am = ["AM","am","A.M.","AM.","a.m.","am."] - pm = ["PM","pm","P.M.","p.m.","pm.","PM."] - - ampm = am+pm - - #figure out if any of the tokens in the text_list are also in the ampm list - intersect = list(set(text_list) & set(ampm)) - - #only proceed if the intersect list has a length of 1 or more. - #I'm assuming it will only be a length of 1, if it is not then we don't know what to do with it. - if len(intersect) == 1 : - #test if the intersect list contains which days. - if len(list(set(intersect) & set (am))) == 1: - start_idx, end_idx = getSpan(text_norm, list(set(intersect) & set (am))[0]) - return True, "AM", start_idx, end_idx - - if len(list(set(intersect) & set (pm))) == 1: - start_idx, end_idx = getSpan(text_norm, list(set(intersect) & set (pm))[0]) - return True, "PM", start_idx, end_idx - - else : - return False, None, None, None - else : - return False, None, None, None - -#### -#END_MODULE -#### - -## Takes in a single TimePhrase entity and determines if it has a time zone specified in the text. -# @author Amy Olex and Luke Maffey -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs the regex object or None -def hasTimeZone(tpentity): - text = tpentity.getText() - text_norm = text.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) - tz = re.search('(AST|EST|EDT|CST|CDT|MST|MDT|PST|PDT|HST|SST|SDT|GMT|UTC|BST|CET|IST|MSD|MSK|AKST|HAST|HADT|CHST|CEST|EEST)', text_norm) - - if tz is not None: - return True, tz.group(1), tz.start(1), tz.end(1) - ''' - tz = re.search('\d{0,4}(AKST|HAST|HADT|CHST|CEST|EEST)', text_norm) - if tz is None: - return False, None, None, None - elif len(tz.group()) == 4: - return True, tz.group(), tz.start(), tz.end() - elif len(tz.group()) == 6 or len(tz.group()) == 8: - return True, tz.group()[-4:], tz.end()-4, tz.end() - else: - return False, None, None, None - elif len(tz.group()) == 3: - return True, tz.group(), tz.start(), tz.end() - elif len(tz.group()) == 5 or len(tz.group()) == 7: - return True, tz.group()[-3:], tz.end()-3, tz.end() - ''' - return False, None, None, None - - -#### -#END_MODULE -#### - -## Takes in a TimePhrase entity and identifies if it has any calendar interval phrases like "week" or "days" -# @author Amy Olex -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 5 values: Boolean Flag, Value text, start index, end index, pluralBoolean -def hasCalendarInterval(tpentity): - - #convert to all lower - #text_lower = tpentity.getText().lower() - text = tpentity.getText() - #remove all punctuation - text_norm = text.translate(str.maketrans("", "", string.punctuation)) - #convert to list - text_list = text_norm.split(" ") - - #define my period lists - terms = ["decades","decade","yesterday","day","week","month","year","daily","weekly","monthly","yearly","century","minute","second","hour","hourly","days","weeks","months","years","centuries", "minutes","seconds","hours"] - - #figure out if any of the tokens in the text_list are also in the interval list - intersect = list(set(text_list) & set(terms)) - - #only proceed if the intersect list has a length of 1 or more. - #For this method I'm assuming it will only be a length of 1, if it is not then we don't know what to do with it. - if len(intersect) == 1 : - #test if the intersect list contains plural or singular period. - - if len(list(set(intersect) & set (terms))) == 1: - this_term = list(set(intersect) & set (terms))[0] - start_idx, end_idx = getSpan(text_norm, this_term) - if this_term == "day" or this_term == "daily" or this_term == "days" or this_term == "yesterday": - return True, "Day", start_idx, end_idx, False - elif this_term == "week" or this_term == "weekly" or this_term == "weeks": - return True, "Week", start_idx, end_idx, False - elif this_term == "month" or this_term == "monthly" or this_term == "months": - return True, "Month", start_idx, end_idx, False - elif this_term == "year" or this_term == "yearly" or this_term == "years": - return True, "Year", start_idx, end_idx, False - elif this_term == "century" or this_term == "centuries": - return True, "Century", start_idx, end_idx, False - elif this_term == "decade" or this_term == "decades": - return True, "Decade", start_idx, end_idx, False - elif this_term == "minute" or this_term == "minutes": - return True, "Minute", start_idx, end_idx, False - elif this_term == "second" or this_term == "seconds": - return True, "Second", start_idx, end_idx, False - elif this_term == "hour" or this_term == "hourly" or this_term == "hours": - return True, "Hour", start_idx, end_idx, False - - else : - return False, None, None, None, None - else : - return False, None, None, None, None - -#### -#END_MODULE -#### - -## Takes in a TimePhrase entity and identifies if it has any calendar interval phrases like "week" or "days" -# @author Amy Olex -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 5 values: Boolean Flag, Value text, start index, end index, numeric string -# Note: this should be called after everything else is checked. The numeric string will need to have it's span and value identified by the calling method. -def hasEmbeddedPeriodInterval(tpentity): - - #convert to all lower - #text_lower = tpentity.getText().lower() - text = tpentity.getText() - #remove all punctuation - text_norm = text.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))) - #convert to list - text_list = text_norm.split(" ") - - #define my period/interval term lists - terms = ["decades","decade","today","yesterday","day","week","month","year","daily","weekly","monthly","yearly","century","minute","second","hour","hourly","days","weeks","months","years","centuries", "minutes","seconds","hours"] - - ## if the term does not exist by itself it may be a substring. Go through each word in the TimePhrase string and see if a substring matches. - for t in text_list: - for r in terms: - ## see if r is a substring of t - ## if yes and the substring is at the end, extract the first substring and test to see if it is a number. - idx = t.find(r) - if(idx > 0): - # then the r term is not the first substring. Extract and test. - sub1 = t[:idx] - sub2 = t[idx:] - # sub1 should be a number - if(isinstance(utils.getNumberFromText(sub1), (int))): - # if it is a number then test to figure out what sub2 is. - this_term = sub2 - start_idx, end_idx = getSpan(text_norm, this_term) - if this_term == "day" or this_term == "daily" or this_term == "days" or this_term == "yesterday": - return True, "Day", start_idx, end_idx, sub1 - elif this_term == "week" or this_term == "weekly" or this_term == "weeks": - return True, "Week", start_idx, end_idx, sub1 - elif this_term == "month" or this_term == "monthly" or this_term == "months": - return True, "Month", start_idx, end_idx, sub1 - elif this_term == "year" or this_term == "yearly" or this_term == "years": - return True, "Year", start_idx, end_idx, sub1 - elif this_term == "century" or this_term == "centuries": - return True, "Century", start_idx, end_idx, sub1 - elif this_term == "decade" or this_term == "decades": - return True, "Decade", start_idx, end_idx, sub1 - elif this_term == "minute" or this_term == "minutes": - return True, "Minute", start_idx, end_idx, sub1 - elif this_term == "second" or this_term == "seconds": - return True, "Second", start_idx, end_idx, sub1 - elif this_term == "hour" or this_term == "hourly" or this_term == "hours": - return True, "Hour", start_idx, end_idx, sub1 - else : - return False, None, None, None, None - return False, None, None, None, None -#### -#END_MODULE -#### - -## Takes in a string that is a Calendar-Interval value and returns the associated Period value -# @author Amy Olex -# @param val The Calendar-Interval string -# @return The Period value string -def getPeriodValue(val): - if val == "Day": - return("Days") - elif val == "Week": - return("Weeks") - elif val == "Month": - return("Months") - elif val == "Year": - return("Years") - elif val == "Century": - return("Centuries") - elif val == "Decade": - return("Decades") - elif val == "Hour": - return("Hours") - elif val == "Minute": - return("Minutes") - elif val == "Second": - return("Seconds") - else: - return(val) - - -## Takes in a TimePhrase entity and identifies if it has any part of day terms, like "overnight" or "morning" -# @author Amy Olex -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -#############ISSUE: I've coded this to return the sub-span of the "value". For example, the span returned for "overnight" is just for the "night" portion. This seems to be how the gold standard xml does it, which I think is silly, but that is what it does. -def hasPartOfDay(tpentity): - - #convert to all lower - text = tpentity.getText().lower() - #text = tpentity.getText() - #remove all punctuation - text_norm = text.translate(str.maketrans("", "", string.punctuation)) - #convert to list - text_list = text_norm.split(" ") - - #define my period lists - partofday = ["morning","evening","afternoon","night","dawn","dusk","tonight","overnight","nights","mornings","evening","afternoons","noon"] - - #figure out if any of the tokens in the text_list are also in the ampm list - intersect = list(set(text_list) & set(partofday)) - - #only proceed if the intersect list has a length of 1 or more. - #For this method I'm assuming it will only be a length of 1, if it is not then we don't know what to do with it. - if len(intersect) == 1 : - - term = intersect[0] - start_idx, end_idx = getSpan(text_norm, term) - if term == "morning" or term == "mornings": - return True, "Morning", start_idx, end_idx - if term == "dawn": - return True, "Dawn", start_idx, end_idx - elif term == "evening" or term == "dusk" or term == "evenings": - return True, "Evening", start_idx, end_idx - elif term == "afternoon" or term == "afternoons": - return True, "Afternoon", start_idx, end_idx - elif term == "nights": - return True, "Night", start_idx, end_idx - elif term == "noon": - return True, "Noon", start_idx, end_idx - elif term == "night" or term == "overnight" or term == "tonight": - m = re.search("night", text_norm) - sidx = m.span(0)[0] - eidx = m.span(0)[1] - return True, "Night", sidx, eidx - else : - return False, None, None, None - else : - return False, None, None, None - -#### -#END_MODULE -#### - -## Takes in a TimePhrase entity and identifies if it has any season terms, like "summer" or "fall" -# @author Amy Olex -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -def hasSeasonOfYear(tpentity, ref_list): - - refStart_span, refEnd_span = tpentity.getSpan() - - #convert to all lower - #text_lower = tpentity.getText().lower() - text = tpentity.getText().lower() - #remove all punctuation - text_norm = text.translate(str.maketrans(string.punctuation, ' '*len(string.punctuation))).strip() - - #convert to list - text_list = text_norm.split(" ") - - #define my period lists - seasonofyear = ["summer", "winter", "fall", "spring", "summers", "falls", "winters", "springs"] - - #figure out if any of the tokens in the text_list are also in the ampm list - intersect = list(set(text_list) & set(seasonofyear)) - - #only proceed if the intersect list has a length of 1 or more. - #For this method I'm assuming it will only be a length of 1, if it is not then we don't know what to do with it. - if len(intersect) == 1 : - - term = intersect[0] - start_idx, end_idx = getSpan(text_norm, term) - if term == "summer" or term == "summers": - start_idx, end_idx = getSpan(text_norm, "summer") - absStart = refStart_span + start_idx - absEnd = refStart_span + end_idx - postag = ref_list[utils.getRefIdx(ref_list, absStart, absEnd)].getPos() - - if postag == "NN": - return True, "Summer", start_idx, end_idx - - elif term == "winter" or term == "winters": - start_idx, end_idx = getSpan(text_norm, "winter") - absStart = refStart_span + start_idx - absEnd = refStart_span + end_idx - postag = ref_list[utils.getRefIdx(ref_list, absStart, absEnd)].getPos() - - if postag == "NN": - return True, "Winter", start_idx, end_idx - - elif term == "fall" or term == "falls": - start_idx, end_idx = getSpan(text_norm, "fall") - absStart = refStart_span + start_idx - absEnd = refStart_span + end_idx - postag = ref_list[utils.getRefIdx(ref_list, absStart, absEnd)].getPos() - - if postag == "NN": - return True, "Fall", start_idx, end_idx - - elif term == "spring" or term == "springs": - start_idx, end_idx = getSpan(text_norm, "spring") - absStart = refStart_span + start_idx - absEnd = refStart_span + end_idx - postag = ref_list[utils.getRefIdx(ref_list, absStart, absEnd)].getPos() - - if postag == "NN": - return True, "Spring", start_idx, end_idx - - else : - return False, None, None, None - - return False, None, None, None - -#### -#END_MODULE -#### - -## Takes in a TimePhrase entity and identifies if it has any part of week terms, like "weekend" -# @author Amy Olex -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -#############ISSUE: I've coded this to return the sub-span of the "value". For example, the span returned for "overnight" is just for the "night" portion. This seems to be how the gold standard xml does it, which I think is silly, but that is what it does. -def hasPartOfWeek(tpentity): - - #convert to all lower - #text_lower = tpentity.getText().lower() - text = tpentity.getText() - #remove all punctuation - text_norm = text.translate(str.maketrans("", "", string.punctuation)) - #convert to list - text_list = text_norm.split(" ") - - #define my period lists - partofday = ["weekend", "weekends"] - - #figure out if any of the tokens in the text_list are also in the ampm list - intersect = list(set(text_list) & set(partofday)) - - #only proceed if the intersect list has a length of 1 or more. - #For this method I'm assuming it will only be a length of 1, if it is not then we don't know what to do with it. - if len(intersect) == 1 : - - term = intersect[0] - start_idx, end_idx = getSpan(text_norm, term) - if term == "weekend" or term == "weekends": - return True, "Weekend", start_idx, end_idx - else : - return False, None, None, None - else : - return False, None, None, None - -#### -#END_MODULE -#### - -## Takes in a single text string and identifies if it has any 4 digit 24-hour time phrases -# @author Amy Olex -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -# Note: This need to be called after it has checked for years -def has24HourTime(tpentity, flags): - - #text_lower = tpentity.getText().lower() - #remove all punctuation - #text_norm = text_lower.translate(str.maketrans("", "", ",")) - #convert to list - stext = tpentity.getText() - text_list = stext.split(" ") - - if not flags["loneDigitYear"]: - #loop through list looking for expression - for text in text_list: - tz_format = re.search('\d{0,4}(AST|EST|EDT|CST|CDT|MST|MDT|PST|PDT|AKST|HST|HAST|HADT|SST|SDT|GMT|CHST|UTC)', text) - if len(text) == 4: - num = utils.getNumberFromText(text) - if num is not None: - hour = utils.getNumberFromText(text[:2]) - minute = utils.getNumberFromText(text[2:]) - if (hour is not None) and (minute is not None): - if (minute > 60) or (hour > 24): - return False, None, None, None - else: - start_idx, end_idx = getSpan(stext, text) - return True, text, start_idx, end_idx - elif tz_format is not None: - time = tz_format[0] - # print("THIS TIME: {}".format(time)) - hour = utils.getNumberFromText(time[0:2]) - minute = utils.getNumberFromText(time[2:4]) - # if (minute > 60) or (hour > 24): - # return False, None, None, None - # else: - start_idx, end_idx = getSpan(stext, time) - return True, time, start_idx, end_idx - - return False, None, None, None #if no 4 digit year expressions were found return false - else: - return False, None, None, None #if loneDigitYearFlag has already been set - - -## Takes in a single text string and identifies if it has any 4 digit year phrases -# @author Nicholas Morton and Amy Olex -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -def hasYear(tpentity, flags): - - text_lower = tpentity.getText().lower() - #remove all punctuation - text_norm = text_lower.translate(str.maketrans(",", ' ')).strip() - #convert to list - text_list = text_norm.split(" ") - - if len(text_list)>0: - #loop through list looking for expression - for text in text_list: - # get start coordinate of this token in the full string so we can calculate the position of the temporal matches. - text_start, text_end = getSpan(text_norm, text) - - result = re.search('([0-9]{1,2})[-/:]([0-9]{1,2})[-/:]([0-9]{4})', text) - #define regular expression to find a 4-digit year from the date format - if result : - result = result.group(0) - split_result = re.split("/-:", result) - if len(split_result) == 3: - start_idx, end_idx = getSpan(result,split_result[2]) - return True, split_result[2], text_start+start_idx, text_start+end_idx, flags - else: - return False, None, None, None, flags - ## look for year at start of date - ## added by Amy Olex - elif len(text) > 7: - result = re.search('([0-9]{4})[-/:]([0-9]{1,2})[-/:]([0-9]{1,2})',text) - if result : - result = result.group(0) - split_result = re.split("/-:", result) - if len(split_result) == 3: - start_idx, end_idx = getSpan(result, split_result[0]) - return True, split_result[0], text_start + start_idx, text_start + end_idx, flags - else: - return False, None, None, None, flags - ## special case to look for c.yyyy - elif len(text) == 6 : - result = re.search("c\.([0-9]{4})", text) - if result : - rval = utils.getNumberFromText(result.group(1)) - if rval : - if rval >=1500 and rval<=2050: - start_idx, end_idx = result.span(1) - return True, rval, start_idx, end_idx, flags - - return False, None, None, None, flags #if no 4 digit year expressions were found return false - - else: - return False, None, None, None, flags #if the text_list does not have any entries, return false - -#### -#END_MODULE -#### - -## Takes in a single text string and identifies if it has any 2 digit year phrases -# @author Nicholas Morton -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -def has2DigitYear(tpentity): - - text_lower = tpentity.getText().lower() - #remove all punctuation - text_norm = text_lower.translate(str.maketrans(",", " ")) - #convert to list - text_list = text_norm.split(" ") - - if len(text_list)>0: - #loop through list looking for expression - for text in text_list: - # get start coordinate of this token in the full string so we can calculate the position of the temporal matches. - text_start, text_end = getSpan(text_norm, text) - - #define regular expression to find a 2-digit year - regex = re.search('([0-9]{1,2})[-/:]([0-9]{1,2})[-/:]([0-9]{2})',text) - if regex and len(regex.group(0))==8: - if len(regex.group(0).split("/")) == 3: - start_idx, end_idx = getSpan(text,re.compile("/").split(regex.group(0))[2]) - return True, re.compile("/").split(regex.group(0))[2], text_start+start_idx, text_start+end_idx - elif len(regex.group(0).split("-")) == 3: - start_idx, end_idx = getSpan(text,re.compile("-").split(regex.group(0))[2]) - return True, re.compile("-").split(regex.group(0))[2], text_start+start_idx, text_start+end_idx - else: - return False, None, None, None - - return False, None, None, None #if no 2 digit year expressions were found return false - else: - - return False, None, None, None #if the text_list does not have any entries, return false - -#### -#END_MODULE -#### - -## Takes in a single text string and identifies if it has a month of year -# @author Nicholas Morton and Amy Olex -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -def hasMonthOfYear(tpentity): - - text_lower = tpentity.getText().lower() - #remove all punctuation - text_norm = text_lower.translate(str.maketrans(",", " ")) - #convert to list - text_list = text_norm.split(" ") - - if len(text_list)>0: - #loop through list looking for expression - for text in text_list: - # get start coordinate of this token in the full string so we can calculate the position of the temporal matches. - text_start, text_end = getSpan(text_norm, text) - - - #define regular expression to find a 2-digit month - twodigitstart = re.search('([0-9]{1,2})[-/:]([0-9]{1,2})[-/:]([0-9]{2})',text) - fourdigitstart = re.search('([0-9]{4})[-/:]([0-9]{1,2})[-/:]([0-9]{2})',text) - - if(fourdigitstart): - #If start with 4 digits then assum the format yyyy/mm/dd - start_idx, end_idx = getSpan(text,fourdigitstart[2]) - return True, fourdigitstart[2], text_start+start_idx, text_start+end_idx - elif(twodigitstart): - #If only starts with 2 digits assume the format mm/dd/yy or mm/dd/yyyy - #Note for dates like 12/03/2012, the text 12/11/03 and 11/03/12 can't be disambiguated, so will return 12 as the month for the first and 11 as the month for the second. - #check to see if the first two digits are less than or equal to 12. If greater then we have the format yy/mm/dd - if int(twodigitstart[1]) <= 12: - # assume mm/dd/yy - start_idx, end_idx = getSpan(text,twodigitstart[1]) #twodigitstart.span(1) # - # print("found 2digit start mm-dd-yy: " + str(twodigitstart.span(1)[0]+text_start) + " : " + str(twodigitstart.group(1))) - ##### Trying to DEBUG string formats like AP-JN-08-16-90 ########## - return True, twodigitstart[1], text_start+start_idx, text_start+end_idx - elif int(twodigitstart[1]) > 12: - # assume yy/mm/dd - start_idx, end_idx = getSpan(text,twodigitstart[2]) #twodigitstart.span(2) #getSpan(text_norm,twodigitstart[2]) - return True, twodigitstart[2], text_start+start_idx, text_start+end_idx - else: - return False, None, None, None - - return False, None, None, None #if no 2 digit month expressions were found return false - else: - - return False, None, None, None #if the text_list does not have any entries, return false - -#### -#END_MODULE -#### - -## Takes in a single text string and identifies if it has a day of the month in numeric format -# @author Nicholas Morton and Amy Olex -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -def hasDayOfMonth(tpentity): - - text_lower = tpentity.getText().lower() - #remove all punctuation - text_norm = text_lower.translate(str.maketrans(",", " ")) - #convert to list - text_list = text_norm.split(" ") - - if len(text_list)>0: - #loop through list looking for expression - for text in text_list: - # get start coordinate of this token in the full string so we can calculate the position of the temporal matches. - text_start, text_end = getSpan(text_norm, text) - - #define regular expression to find a 2-digit month - twodigitstart = re.search('([0-9]{1,2})[-/:]([0-9]{1,2})[-/:]([0-9]{2})',text) - fourdigitstart = re.search('([0-9]{4})[-/:]([0-9]{1,2})[-/:]([0-9]{2})',text) - - if(fourdigitstart): - #If start with 4 digits then assum the format yyyy/mm/dd - start_idx, end_idx = getSpan(text,fourdigitstart[3]) - return True, fourdigitstart[3], text_start+start_idx, text_start+end_idx - elif(twodigitstart): - #If only starts with 2 digits assume the format mm/dd/yy or mm/dd/yyyy - #Note for dates like 12/03/2012, the text 12/11/03 and 11/03/12 can't be disambiguated, so will return 12 as the month for the first and 11 as the month for the second. - #check to see if the first two digits are less than or equal to 12. If greater then we have the format yy/mm/dd - if int(twodigitstart[1]) <= 12: - # print("found 2digit start mm-dd-yy: " + str(twodigitstart.span(2)[0]+text_start) + " : " + str(twodigitstart.group(2))) - # assume mm/dd/yy - start_idx, end_idx = getSpan(text,twodigitstart[2]) - return True, twodigitstart[2], text_start+start_idx, text_start+end_idx - elif int(twodigitstart[1]) > 12: - # assume yy/mm/dd - start_idx, end_idx = getSpan(text,twodigitstart[3]) - return True, twodigitstart[3], text_start+start_idx, text_start+end_idx - else: - return False, None, None, None - - return False, None, None, None #if no 2 digit month expressions were found return false - else: - - return False, None, None, None #if the text_list does not have any entries, return false - - - return False, None, None, None #if the text_list does not have any entries, return false - -#### -#END_MODULE -#### - -## Takes in a single text string and identifies if it has a hh:mm:ss -# @author Nicholas Morton -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -def hasTimeString(tpentity): - - text_lower = tpentity.getText().lower() - #remove all punctuation - text_norm = text_lower.translate(str.maketrans("", "", ",")) - #convert to list - text_list = text_norm.split(" ") - - if len(text_list)>0: - #loop through list looking for expression - for text in text_list: - #define regular expression to find a numeric hour - if(re.search('^(?:(?:([01]?\d|2[0-3]):)?([0-5]?\d):)?([0-5]?\d)$',text)): #checks for HH:MM:SS String - if len(text.split(":")) == 3: - start_idx, end_idx = getSpan(text_norm,re.compile(":").split(text)[0]) - return True, text, start_idx, end_idx - - else: - return False, None, None, None #if no 2 digit hour expressions were found return false - - - return False, None, None, None #if no 2 digit hour expressions were found return false - else: - - return False, None, None, None #if the text_list does not have any entries, return false - -#### -#END_MODULE -#### - -## Takes in a single text string and identifies if it has a hour of a day -# @author Nicholas Morton -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -def hasHourOfDay(tpentity): - - text_lower = tpentity.getText().lower() - #remove all punctuation - text_norm = text_lower.translate(str.maketrans("", "", ",")) - #convert to list - text_list = text_norm.split(" ") - - if len(text_list)>0: - #loop through list looking for expression - for text in text_list: - #define regular expression to find a numeric hour - if(re.search('^(?:(?:([01]?\d|2[0-3]):)?([0-5]?\d):)?([0-5]?\d)$',text)): #checks for HH:MM:SS String - if len(text.split(":")) == 3: - start_idx, end_idx = getSpan(text_norm,re.compile(":").split(text)[0]) - return True, re.compile(":").split(text)[0], start_idx, end_idx - else: - return False, None, None, None #if no 2 digit hour expressions were found return fa - - - # lse - - return False, None, None, None #if no 2 digit hour expressions were found return false - else: - - return False, None, None, None #if the text_list does not have any entries, return false - -#### -#END_MODULE -#### - -## Takes in a single text string and identifies if it has a minute of an hour -# @author Nicholas Morton -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -def hasMinuteOfHour(tpentity): - - text_lower = tpentity.getText().lower() - #remove all punctuation - text_norm = text_lower.translate(str.maketrans("", "", ",")) - #convert to list - text_list = text_norm.split(" ") - - if len(text_list)>0: - #loop through list looking for expression - for text in text_list: - #define regular expression to find a 2-digit minute - if(re.search('^(?:(?:([01]?\d|2[0-3]):)?([0-5]?\d):)?([0-5]?\d)$',text)): #checks for HH:MM:SS String - if len(text.split(":")) == 3: - start_idx, end_idx = getSpan(text_norm,re.compile(":").split(text)[1]) - return True, re.compile(":").split(text)[1], start_idx, end_idx - else: - return False, None, None, None #if no 2 digit hour expressions were found return false - - return False, None, None, None #if no 2 digit day expressions were found return false - else: - - return False, None, None, None #if the text_list does not have any entries, return false - -#### -#END_MODULE -#### - -## Takes in a single text string and identifies if it has a second of an minute -# @author Nicholas Morton -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -def hasSecondOfMinute(tpentity): - - text_lower = tpentity.getText().lower() - #remove all punctuation - text_norm = text_lower.translate(str.maketrans("", "", ",")) - #convert to list - text_list = text_norm.split(" ") - - if len(text_list)>0: - #loop through list looking for expression - for text in text_list: - #define regular expression to find a 2-digit minute - if(re.search('^(?:(?:([01]?\d|2[0-3]):)?([0-5]?\d):)?([0-5]?\d)$',text)): #checks for HH:MM:SS String - if len(text.split(":")) == 3: - start_idx, end_idx = getSpan(text_norm,re.compile(":").split(text)[2]) - return True, re.compile(":").split(text)[2], start_idx, end_idx - else: - return False, None, None, None #if no 2 digit hour expressions were found return false - - return False, None, None, None #if no 2 digit day expressions were found return false - else: - - return False, None, None, None #if the text_list does not have any entries, return false - -#### -#END_MODULE -#### - -# @author Amy Olex -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag -def hasExactDuration(tpentity): - - if "P#D": - return True - else: - return False - -#### -#END_MODULE -#### - -## Takes in a single text string and identifies if it has a modifier text -# @author Luke Maffey -# @param tpentity The TimePhrase entity object being parsed -# @return Outputs 4 values: Boolean Flag, Value text, start index, end index -def hasModifierText(tpentity): - - text_lower = tpentity.getText().lower() - #remove all punctuation - text_norm = text_lower.translate(str.maketrans("", "", ",")) - #convert to list - text_list = text_norm.split(" ") - - if len(text_list)>0: - #loop through list looking for expression - temp_text = ["nearly", "almost", "late", "mid", "fiscal", "fy", "over", "early"] - - for t in text_list: - answer = next((m for m in temp_text if m in t), None) - if answer is not None: - answer2 = next((m for m in temp_text if t in m), None) - if answer2 is not None: - return True, t, getSpan(text_norm,t)[0], getSpan(text_norm,t)[1] - else: - return False, None, None, None # if no 2 digit hour expressions were found return false - else: - return False, None, None, None # if no 2 digit day expressions were found return false - else: - - return False, None, None, None # if the text_list does not have any entries, return false -#### -#END_MODULE -#### - - -## Identifies the local span of the serach_text in the input "text" -# @author Amy Olex -# @param text The text to be searched -# @param search_text The text to search for. -# @return The start index and end index of the search_text string. -######## ISSUE: This needs to be re-named here and in all the above usages. Probably should also move this to the utils class. Dont delete the s.getSpan() as those are from the TimePhrase entity class. -def getSpan(text, search_text): - try: - start_idx = text.index(search_text) - end_idx = start_idx + len(search_text) - except ValueError: - return None, None - - return start_idx, end_idx diff --git a/Chrono/gold_standard_utils.py b/Chrono/gold_standard_utils.py index 7a9e394c..ef029af1 100644 --- a/Chrono/gold_standard_utils.py +++ b/Chrono/gold_standard_utils.py @@ -87,7 +87,11 @@ def extractPeriodCalInterval(path, file): ############ -path='/Users/alolex/Desktop/VCU_PhD_Work/Chrono/data/SemEval-OfficialTrain/' +path = '/home/alolex/Newswire-THYME/' +#path='/Users/alolex/Desktop/VCU_PhD_Work/Chrono/data/MLDebugging_gold/' + +#path='/Users/alolex/Desktop/VCU_PhD_Work/Chrono/data/SemEval-OfficialTrain/' +#path='/home/alolex/THYME_Data/THYMEColonFinal_Train/gold/' #print(path) parseGoldEntities(path) diff --git a/Chrono/referenceToken.py b/Chrono/referenceToken.py index 4e09152f..aaae22e0 100644 --- a/Chrono/referenceToken.py +++ b/Chrono/referenceToken.py @@ -45,10 +45,11 @@ # @param end_span The location of the last character # @param pos The part of speech assigned to this token # @param temporal A boolean indicating if this token contains any temporal components +# @param sent_boundary A boolean indicating if this token is at the end of a sentence or line class refToken : ## The constructor - def __init__(self, id, text, start_span=None, end_span=None, pos=None, temporal=None, t6list=None, numeric=None) : + def __init__(self, id, text, start_span=None, end_span=None, pos=None, temporal=None, numeric=None, sent_boundary=None, link_term=None) : self.id = id self.text = text self.start_span = start_span @@ -56,7 +57,8 @@ def __init__(self, id, text, start_span=None, end_span=None, pos=None, temporal= self.pos = pos self.temporal = temporal self.numeric = numeric - self.t6list = t6list + self.sent_boundary = sent_boundary + self.link_term = link_term ## Defines how to convert a refToken to string def __str__(self) : @@ -65,9 +67,10 @@ def __str__(self) : pos_str = "" if self.pos is None else ("pos: " + self.pos) temp_str = "" if self.temporal is None else (" isTemp: " + str(self.temporal)) num_str = "" if self.numeric is None else (" isNumeric: " + str(self.numeric)) - t6_str = "" if self.t6list is None else (" T6List: " + str(self.t6list)) + sentb_str = "" if self.sent_boundary is None else (" isEndSent: " + str(self.sent_boundary)) + linkt_str = "" if self.link_term is None else (" isLinkTerm: " + str(self.link_term)) #return str(self.id) + " " + self.text - return str(self.id) + " " + self.text + span_str + pos_str + temp_str + num_str + t6_str + return str(self.id) + " " + self.text + span_str + pos_str + temp_str + num_str + sentb_str + linkt_str #### Methods to SET properties ### @@ -102,15 +105,16 @@ def setTemporal(self, temp) : # @param temp A boolean, 1 if it is a numeric token, 0 otherwise def setNumeric(self, num) : self.numeric = num - - ## Adds to the entities list of T6 entities - # @param t6id an integer of the t6 entities ID - def t6Append(self, t6id) : - if self.t6list is None : - self.t6list = [] - self.t6list.append(t6id) - else : - self.t6list.append(t6id) + + ## Sets the entity's sentence boundary flag + # @param temp A boolean, 1 if it is a numeric token, 0 otherwise + def setSentBoundary(self, num) : + self.sent_boundary = num + + ## Sets the entity's link term flag + # @param temp A boolean, 1 if it is a numeric token, 0 otherwise + def setLinkTerm(self, num) : + self.link_term = num #### Methods to GET properties #### @@ -139,9 +143,13 @@ def isTemporal(self) : def isNumeric(self) : return(self.numeric) - ## Gets the entity's t6list - def getT6list(self) : - return(self.t6list) + ## Gets the entity's sentence boundary flag + def getSentBoundary(self) : + return(self.sent_boundary) + + ## Gets the entity's link term flag + def isLinkTerm(self) : + return(self.link_term) ## Function to determine if the input span overlaps this objects span # @author Amy Olex @@ -165,11 +173,11 @@ def spanOverlap(self, start, end) : # @param temporal A boolean list of 0's and 1' indicating which token contains temporal information. Must be the same length as tok_list. Assumes it is a one-to-one relationship in the same order as tok_list. # @param remove_stopwords A boolean that, if true, removes tokens in the stopword list. Defaults to False. # @return A list of refToken objects in the same order as the input tok_list. -def convertToRefTokens(tok_list, id_counter=0, span=None, pos=None, temporal=None, remove_stopwords=None) : +def convertToRefTokens(tok_list, id_counter=0, span=None, pos=None, temporal=None, remove_stopwords=None, sent_boundaries=None, link_term = None) : ref_list = list() tok_len = len(tok_list) ## figure out which lists were sent in - include = [1, 0, 0, 0] + include = [1, 0, 0, 0, 0, 0] if span is not None: if len(span)==tok_len: include[1]=1 @@ -188,9 +196,25 @@ def convertToRefTokens(tok_list, id_counter=0, span=None, pos=None, temporal=Non else: raise ValueError('temporal list is not same length as token list.') + if sent_boundaries is not None: + if len(sent_boundaries)==tok_len: + include[4]=1 + else: + raise ValueError('sentence boundary flag array is not same length as token list.') + + if link_term is not None: + if len(link_term)==tok_len: + include[5]=1 + else: + raise ValueError('sentence boundary flag array is not same length as token list.') for idx in range(0,tok_len): - ref_list.append(refToken(id=id_counter, text=tok_list[idx], start_span=span[idx][0] if include[1] else None, end_span=span[idx][1] if include[1] else None, pos=pos[idx][1] if include[2] else None, temporal=temporal[idx] if include[3] else None)) + ref_list.append(refToken(id=id_counter, text=tok_list[idx], start_span=span[idx][0] if include[1] else None, + end_span=span[idx][1] if include[1] else None, + pos=pos[idx][1] if include[2] else None, + temporal=temporal[idx] if include[3] else None, + sent_boundary=sent_boundaries[idx] if include[4] else None, + link_term=link_term[idx] if include[5] else None)) id_counter = id_counter +1 if remove_stopwords is not None: diff --git a/Chrono/temporalTest.py b/Chrono/temporalTest.py index 53f3651d..00c7df0e 100644 --- a/Chrono/temporalTest.py +++ b/Chrono/temporalTest.py @@ -55,7 +55,7 @@ def hasTextMonth(text): #define my day lists full_month = ["January","February","March","April","May","June","July","August","September","October","November","December","january","february","march","april","may","june","july","august","september","october","november","december"] - abbr_month = ["Jan.", "Feb.","Mar.","Apr.","Jun.","Jul.","Aug.","Sept.","Oct.","Nov.","Dec.","jan.","feb.","mar.","apr.","jun.","jul.","aug.","sept.","oct.","nov.","dec."] + abbr_month = ["Jan.", "Feb.","Mar.","Apr.","Jun.","Jul.","Aug.","Sept.","Oct.","Nov.","Dec.","jan.","feb.","mar.","apr.","jun.","jul.","aug.","sept.","oct.","nov.","dec.", "Jan", "Feb","Mar","Apr","Jun","Jul","Aug","Sept","Oct","Nov","Dec","jan","feb","mar","apr","jun","jul","aug","sept","oct","nov","dec"] answer = next((m for m in full_month if m in text_norm), None) if answer is not None: @@ -116,7 +116,10 @@ def hasPeriodInterval(text): text_list = text_norm.split(" ") #define my period lists - terms = ["quarter","decades","decade","yesterday","yesterdays","today","todays","day","week","month","year","daily","weekly","monthly","yearly","century","minute","second","hour","hourly","days","weeks","months","years","centuries", "minutes","seconds","hours"]#,"recently"] + terms = ["decades", "decade", "yesterday", "yesterdays", "today", "todays", "tomorrow", "tomorrows", "day", "week", + "month", "year", "daily", "weekly", "monthly", "yearly", "century", "minute", "second", "hour", "hourly", + "days", "weeks", "months", "years", "centuries", "century", "minutes", "seconds", "hours", "time", "shortly", + "soon", "briefly", "awhile", "future", "lately", "annual", "hr", "hrs", "min", "mins", "quarter"] #, "date"] ## possibly add in abbreviations like yr, sec, min, etc. answer = next((m for m in terms if m in text_norm), None) @@ -301,7 +304,7 @@ def hasPartOfDay(text): text_list = text_norm.split(" ") #define my part of day lists - partofday = ["morning","evening","afternoon","night","dawn","dusk","tonight","overnight","nights","mornings","evening","afternoons","noon"] + partofday = ["morning","evening","afternoon","night","dawn","dusk","tonight","overnight","nights","mornings","evening","afternoons","noon","bedtime","midnight","eve"] for t in text_list: answer = next((m for m in partofday if m in t), None) @@ -352,7 +355,7 @@ def hasTimeZone(text): #### -## Takes in a string and identifies if it contains the temporal word "now" +## Takes in a string and identifies if it contains other misc temporal tokens # @author Amy Olex # @param text String being parsed # @return Outputs True if it contains "now" @@ -363,7 +366,10 @@ def hasTempText(text): #convert to list text_list = text_norm.split(" ") - temp_text = ["this","now", "current", "last", "before", "previously", "ago", "pre", "after", "later", "earlier", "until", "quarter", "time", "next", "previous", "coming", "past"] + temp_text = ["this","now", "current", "last", "before", "previously", "ago", "pre", "after", "later", + "earlier", "early", "until", "quarter", "time", "next", "previous", "coming", "past", "point", "long", "period", + "lately", "future", "awhile", "briefly", "longstanding", "soon", "shortly", "length", "final", "latest", "prior", "recent", + "recently"] for t in text_list: answer = next((m for m in temp_text if m in t), None) @@ -386,7 +392,7 @@ def hasModifierText(text): # convert to list text_list = text_norm.split(" ") - temp_text = ["nearly", "almost", "or so", "late", "mid","fiscal","fy", "over", "early", "few"] + temp_text = ["nearly", "almost", "or so", "late", "mid","fiscal","fy", "over", "early", "few", "approximately", "<", "beginning"] for t in text_list: answer = next((m for m in temp_text if m in t), None) diff --git a/Chrono/utils.py b/Chrono/utils.py index 0f9b9d7a..bdddb601 100644 --- a/Chrono/utils.py +++ b/Chrono/utils.py @@ -37,7 +37,9 @@ import nltk from nltk.tokenize import WhitespaceTokenizer +from nltk.tokenize import sent_tokenize from nltk.stem.snowball import SnowballStemmer +from nltk.tokenize.util import align_tokens # from Chrono import chronoEntities as t6 from Chrono import temporalTest as tt import dateutil.parser @@ -53,7 +55,7 @@ import string import copy -## Parses a text file to idenitfy all tokens seperated by white space with their original file span coordinates. +## Parses a text file to idenitfy all sentences, then identifies all tokens in each sentence seperated by white space with their original file span coordinates. # @author Amy Olex # @param file_path The path and file name of the text file to be parsed. # @return text String containing the raw text blob from reading in the file. @@ -62,11 +64,60 @@ def getWhitespaceTokens(file_path): file = open(file_path, "r") text = file.read() - span_generator = WhitespaceTokenizer().span_tokenize(text) - spans = [span for span in span_generator] - tokenized_text = WhitespaceTokenizer().tokenize(text) + ## Testing the replacement of all "=" signs by spaces before tokenizing. + text = text.translate(str.maketrans("=", ' ')) + + ## Tokenize the sentences + sentences = sent_tokenize(text) + + ## Get spans of the sentences + sent_spans = align_tokens(sentences, text) + + ## create empty arrays for white space tokens and sentence delimiters + tokenized_text = [] + text_spans = [] + + ## Loop through each sentence and get the tokens and token spans + for s in range(0,len(sentences)): + # get the tokens and token spans within the sentence + toks = WhitespaceTokenizer().tokenize(sentences[s]) + span_generator = WhitespaceTokenizer().span_tokenize(sentences[s]) + rel_spans = [span for span in span_generator] + + # convert the relative spans into absolute spans + abs_spans = [] + for start, end in rel_spans: + abs_spans = abs_spans + [(sent_spans[s][0]+start, sent_spans[s][0]+end)] + + tokenized_text = tokenized_text + toks + text_spans = text_spans + abs_spans + + ## Now we have the token list and the spans. We should be able to continue finding sentnence boundaries as before tags = nltk.pos_tag(tokenized_text) - return text, tokenized_text, spans, tags + sent_boundaries = [0] * len(tokenized_text) + + ## figure out which tokens are at the end of a sentence + tok_counter = 0 + + for s in range(0,len(sentences)): + sent = sentences[s] + + if "\n" in sent: + sent_newline = sent.split("\n") + for sn in sent_newline: + sent_split = WhitespaceTokenizer().tokenize(sn) + nw_idx = len(sent_split) + tok_counter - 1 + sent_boundaries[nw_idx] = 1 + tok_counter = tok_counter + len(sent_split) + + else: + sent_split = WhitespaceTokenizer().tokenize(sent) + nw_idx = len(sent_split) + tok_counter - 1 + sent_boundaries[nw_idx] = 1 + tok_counter = tok_counter + len(sent_split) + + return text, tokenized_text, text_spans, tags, sent_boundaries + ## Reads in the dct file and converts it to a datetime object. # @author Amy Olex @@ -208,8 +259,20 @@ def isOrdinal(text): # @author Amy Olex # @param text The text string to be converted to an integer. def getMonthNumber(text): - month_dict = {'January':1, 'February':2, 'March':3, 'April':4, 'May':5, 'June':6, 'July':7, 'August':8, 'September':9, 'October':10,'November':11, 'December':12} - return month_dict[text] + month_dict = {'January':1, 'February':2, 'March':3, 'April':4, 'May':5, 'June':6, 'July':7, 'August':8, 'September':9, 'October':10,'November':11, 'December':12, + 'JANUARY':1, 'FEBRUARY':2, 'MARCH':3, 'APRIL':4, 'MAY':5, 'JUNE':6, 'JULY':7, 'AUGUST':8, 'SEPTEMBER':9, 'OCTOBER':10,'NOVEMBER':11, 'DECEMBER':12, + 'january':1, 'february':2, 'march':3, 'april':4, 'june':6, 'july':7, 'august':8, 'september':9, 'october':10,'november':11, 'december':12, + 'Jan':1, 'Feb':2, 'Mar':3, 'Apr':4, 'Jun':6, 'Jul':7, 'Aug':8, 'Sept':9, 'Sep':9, 'Oct':10,'Nov':11, 'Dec':12, + 'jan':1, 'feb':2, 'mar':3, 'apr':4, 'jun':6, 'jul':7, 'aug':8, 'sept':9, 'sep':9, 'oct':10,'nov':11, 'dec':12, + 'JAN':1, 'FEB':2, 'MAR':3, 'APR':4, 'JUN':6, 'JUL':7, 'AUG':8, 'SEPT':9, 'SEP':9, 'OCT':10,'NOV':11, 'DEC':12, + '1':1, '2':2, '3':3, '4':4, '5':5, '6':6, '7':7, '8':8, '9':9, '10':10, '11':11, '12':12, + '01':1, '02':2, '03':3, '04':4, '05':5, '06':6, '07':7, '08':8, '09':9, '10':10, '11':11, '12':12} + try: + value = month_dict[text] + except KeyError: + value = 100 + + return value ## Function to determine if the input span overlaps this objects span # @author Amy Olex @@ -322,6 +385,15 @@ def markTemporal(refToks): ref.setNumeric(numericTest(ref.getText(), ref.getPos())) #mark if temporal ref.setTemporal(temporalTest(ref.getText())) + + ## read in the link terms dictionary + terms = open("dictionary/LinkTerms.txt", 'r').read().split() + + + ## Now go through the list again and mark all linking words a, an, in, of that appear between 2 temporal and or number tokens. + for i in range(1, len(refToks)-1): + if (refToks[i-1].isNumeric() or refToks[i-1].isTemporal()) and (refToks[i+1].isNumeric() or refToks[i+1].isTemporal()) and (refToks[i].getText() in terms): + refToks[i].setLinkTerm(1) return refToks #### @@ -403,8 +475,7 @@ def temporalTest(tok): return True if tt.hasModifierText(tok): return True - - + #### #END_MODULE #### @@ -441,7 +512,10 @@ def getTemporalPhrases(chroList, doctime): else: s1,e1 = chroList[n].getSpan() s2,e2 = chroList[n+1].getSpan() - if e1+1 != s2 and inphrase: + + #if e1+1 != s2 and inphrase: + if chroList[n].getSentBoundary() and inphrase: + #print("Found Sentence Boundary Word!!!!!!!!!") phrases.append(createTPEntity(tmpPhrase, id_counter, doctime)) id_counter = id_counter + 1 tmpPhrase = [] @@ -473,12 +547,21 @@ def getTemporalPhrases(chroList, doctime): else: s1,e1 = chroList[n].getSpan() s2,e2 = chroList[n+1].getSpan() - if e1+1 != s2 and inphrase: - # print("has new line: " + str(chroList[n])) + + #if e1+1 != s2 and inphrase: + if chroList[n].getSentBoundary() and inphrase: + #print("Found Sentence Boundary Word!!!!!!!!!") phrases.append(createTPEntity(tmpPhrase, id_counter, doctime)) id_counter = id_counter + 1 tmpPhrase = [] inphrase = False + + ## Now look for a linking term. Only continue the phrase if the term is surrounded by numeric or temporal tokens. + ## Also, only consider linking terms if we are already in a phrase. + elif chroList[n].isLinkTerm() and inphrase: + if (chroList[n-1].isTemporal() or chroList[n-1].isNumeric()) and (chroList[n+1].isTemporal() or chroList[n+1].isNumeric()): + tmpPhrase.append(copy.copy(chroList[n])) + else: #current element is not temporal, check to see if inphrase #print("Not Temporal, or numeric " + str(chroList[n])) @@ -548,8 +631,17 @@ def getRefIdx(ref_list, start_span, end_span): #### #END_MODULE #### - - - - - + +## Identifies the local span of the serach_text in the input "text" +# @author Amy Olex +# @param text The text to be searched +# @param search_text The text to search for. +# @return The start index and end index of the search_text string. +def calculateSpan(text, search_text): + try: + start_idx = text.index(search_text) + end_idx = start_idx + len(search_text) + except ValueError: + return None, None + + return start_idx, end_idx diff --git a/Chrono_createMLTrainingMatrix.py b/Chrono_createMLTrainingMatrix.py index cc1b9682..e986f76a 100644 --- a/Chrono_createMLTrainingMatrix.py +++ b/Chrono_createMLTrainingMatrix.py @@ -58,7 +58,7 @@ from copy import deepcopy from Chrono import chronoEntities from Chrono import utils -from Chrono import temporalEntity +from Chrono import TimePhraseEntity from Chrono import referenceToken debug = False @@ -113,8 +113,12 @@ def createMLTrainingMatrix(infiles, gold_folder, ext="", save = False, output = ## import gold standard data - gold_file = os.path.join(gold_folder + os.path.split(infiles[f])[1],"period-interval.gold.csv") + gold_file = os.path.join(gold_folder,os.path.split(infiles[f])[1],"period-interval.gold.csv") gold_list=[] + + if not os.path.exists(gold_file): + print(gold_file + " DOES NOT EXISTS") + break if os.path.exists(gold_file): if(save): @@ -339,9 +343,11 @@ def extract_temp_features(reftok_list, reftok_idx, window, obs_list): outfiles.append(os.path.join(args.o,name,name)) outdirs.append(os.path.join(args.o,name)) goldfiles.append(os.path.join(args.g,name,"period-interval.gold.csv")) - if not os.path.exists(os.path.join(args.o,name)): - os.makedirs(os.path.join(args.o,name)) - + #if not os.path.exists(os.path.join(args.o,name)): + # os.makedirs(os.path.join(args.o,name)) + if not os.path.exists(os.path.join(args.i,name)): + print(str(os.path.join(args.i,name)) + " DOES NOT EXISTS") + break ## Create the training data matrix and write to a file train_data, train_class = createMLTrainingMatrix(infiles, args.g, args.x, False, args.o, int(args.w)) print("Completed creating ML training matrix files.") diff --git a/ExtractParsedContext.py b/ExtractParsedContext.py index c02ed0b6..ae5f4060 100644 --- a/ExtractParsedContext.py +++ b/ExtractParsedContext.py @@ -41,9 +41,11 @@ ## Parse input arguments parser = argparse.ArgumentParser(description='Extract entity context information from text using the AnaforaXML Annotation files.') - parser.add_argument('-x', metavar='xmldir', type=str, help='path to the input xml directory that holds the annotated files.', required=True) + parser.add_argument('-x', metavar='annodir', type=str, help='path to the input directory that holds the annotated files.', required=True) + parser.add_argument('-F', metavar='annotype', type=str, help='the format of the annotation files. Can be xml or ann. Default is xml.', required=False, default="xml") parser.add_argument('-i', metavar='filelist', type=str, help='File with list of documents to parse.', required=True) parser.add_argument('-t', metavar='textfiledir', type=str, help='Path to directory holding the raw text files.', required=True) + parser.add_argument('-E', metavar='textfileext', type=str, help='Extension of the raw text files. Default is blank for no extension. All text files must have the same extension.', required=False, default="") parser.add_argument('-o', metavar='outputfile', type=str, help='Name of the output file to save results to.', required=True) parser.add_argument('-e', metavar='entity', type=str, help='The name of the entity we want to extract.', required=True) parser.add_argument('-f', metavar='flag', type=str, help='gold or chrono', required=True) @@ -52,7 +54,7 @@ args = parser.parse_args() ## Now we can access each argument as args.i, args.o, args.r - def getTargetSpans(xmlfile, entity): + def getTargetSpansXML(xmlfile, entity): xmldoc = minidom.parse(xmlfile) itemlist = xmldoc.getElementsByTagName('entity') entitylist = [] @@ -60,45 +62,192 @@ def getTargetSpans(xmlfile, entity): eid = item.getElementsByTagName('id')[0].firstChild.data espan = item.getElementsByTagName('span')[0].firstChild.data etype = item.getElementsByTagName('type')[0].firstChild.data + eproperties = item.getElementsByTagName('properties') + + if(len(eproperties[0].getElementsByTagName('Number')) == 1): + tmp = eproperties[0].getElementsByTagName('Number')[0].firstChild + if tmp is not None: + enumber = eproperties[0].getElementsByTagName('Number')[0].firstChild.data + else: + enumber = "None" + else: + enumber = "" + + + if(len(eproperties[0].getElementsByTagName('Value')) == 1): + tmp = eproperties[0].getElementsByTagName('Value')[0].firstChild + if tmp is not None: + evalue = eproperties[0].getElementsByTagName('Value')[0].firstChild.data + else: + evalue = "None" + elif(len(eproperties[0].getElementsByTagName('Type')) == 1): + tmp = eproperties[0].getElementsByTagName('Type')[0].firstChild + if tmp is not None: + evalue = eproperties[0].getElementsByTagName('Type')[0].firstChild.data + else: + evalue = "None" + else: + evalue = "" + if etype == entity: start, end = espan.split(",") - entitylist.append([eid, etype, int(start), int(end)]) - return(entitylist) - + entitylist.append([eid, etype, int(start), int(end), enumber, evalue]) + return(entitylist) - def writeTargetSpans(infile, entitylist, context, outfile): + def writeTargetSpansXML(infile, entitylist, context, outfile): linestring = open(infile, 'r').read() + term_set = set() for entity in entitylist: start = max(0,int(entity[2])-context) end = min(len(linestring), int(entity[3])+context) - outfile.write("\n\nID: " + entity[0] + ", Type: " + entity[1] + ", Span: (" + str(entity[2]) + "," + str(entity[3]) + "), Value: " + linestring[entity[2]:entity[3]] + "\n") - outfile.write(linestring[start:end]) + + if context > 0: + outfile.write("\n\nID: " + entity[0] + ", Type: " + entity[1] + ", Span: (" + str(entity[2]) + "," + str(entity[3]) + + "), Raw Token: " + linestring[entity[2]:entity[3]] + ", Value: " + str(entity[5]) + ", Number: " + entity[4]) + outfile.write("\n" + linestring[start:end]) + else: + term_set = term_set.union({linestring[start:end].lower()}) + + return(term_set) - + + + def getTargetSpansANN(annfile, entity): + + with open(annfile) as file: + content = file.readlines() + + content = [x.strip() for x in content] + + entitylist = [] + + for line in content: + fields1 = line.split('\t') + + #if 2 we have a relation + #if 3 need to split out the middle entry by spaces + fields2 = fields1[1].split(' ') + if len(fields1) == 2 and len(fields2) == 3: + eid = fields1[0] + etype = fields2[0] + estart = fields2[1] + eend = fields2[2] + etoken = "" + elif len(fields1) == 3 and len(fields2) == 3: + eid = fields1[0] + etype = fields2[0] + estart = fields2[1] + eend = fields2[2] + etoken = fields1[2] + elif len(fields1) == 3 and len(fields2) == 4: + eid = fields1[0] + etype = fields2[0] + estart = fields2[1] + eend = fields2[3] + etoken = fields1[2] + else: + print("Error, unrecognized number of fields") + return(0) + + + if etype == entity: + entitylist.append([eid, etype, int(estart), int(eend), etoken]) + return(entitylist) + + def writeTargetSpansANN(infile, entitylist, context, outfile): + linestring = open(infile, 'r').read() + term_set = set() + + for entity in entitylist: + start = max(0,int(entity[2])-context) + end = min(len(linestring), int(entity[3])+context) + + if context > 0: + outfile.write("\n\nID: " + entity[0] + ", Type: " + entity[1] + ", Span: (" + str(entity[2]) + "," + str(entity[3]) + "), Raw Token: " + linestring[entity[2]:entity[3]] + ", Listed Token: " + entity[4]) + outfile.write("\n" + linestring[start:end]) + + else: + term_set = term_set.union({linestring[start:end].lower()}) + + return(term_set) + +############### Start Main Method ###################### + ## Loop over each file in the file list and parse it out = open(args.o, 'w') inputfiles = open(args.i, 'r').read().split("\n") - for f in inputfiles: - - ## Open the XML file and parse it - if args.f == "gold": - path = args.x + "/" + f + "/" + f + ".TimeNorm.gold.completed.xml" - else: - path = args.x + "/" + f + "/" + f + ".completed.xml" - - if(os.path.isfile(path)): - myElist = getTargetSpans(path, args.e) - - ## Pass this information to extract the text segments and write to file - path2 = args.t + "/" + f + "/" + f - if(os.path.isfile(path2)): - out.write("\n\n*****\nFile: " + f) - writeTargetSpans(path2, myElist, int(args.c), out) - else: - out.write("\n\n*****\nSkipping File: " + f) + terms = set() + + + if args.F == "xml": + + for f in inputfiles: + + ## Open the XML file and parse it + if args.f == "gold": + path = args.x + "/" + f + "/" + f + ".TimeNorm.gold.completed.xml" + else: + path = args.x + "/" + f + "/" + f + ".completed.xml" + + if(os.path.isfile(path)): + myElist = getTargetSpansXML(path, args.e) + + ## Pass this information to extract the text segments and write to file + path2 = args.t + "/" + f + "/" + f + if(os.path.isfile(path2)): + if int(args.c) > 0: + out.write("\n\n*****\nFile: " + f) + + tmp_terms = writeTargetSpansXML(path2, myElist, int(args.c), out) + #print("my tmp_terms: " + str(tmp_terms)) + + terms = terms.union(tmp_terms) + #print("my terms: " + str(terms)) + else: + if int(args.c) > 0: + out.write("\n\n*****\nSkipping File: " + f) + + if int(args.c) == 0: + for t in sorted(terms): + out.write("\n" + t) + + elif args.F == "ann": + for f in inputfiles: + + ## Open the XML file and parse it + if args.f == "gold": + path = args.x + "/" + f + ".ann" + else: + path = args.x + "/" + f + ".ann" + + if(os.path.isfile(path)): + myElist = getTargetSpansANN(path, args.e) + + ## Pass this information to extract the text segments and write to file + path2 = args.t + "/" + f + args.E + if(os.path.isfile(path2)): + if int(args.c) > 0: + out.write("\n\n*****\nFile: " + f) + + tmp_terms = writeTargetSpansANN(path2, myElist, int(args.c), out) + #print("my tmp_terms: " + str(tmp_terms)) + + terms = terms.union(tmp_terms) + #print("my terms: " + str(terms)) + else: + if int(args.c) > 0: + out.write("\n\n*****\nSkipping File: " + f) + + if int(args.c) == 0: + for t in sorted(terms): + out.write("\n" + t) + + + + out.close() print("Completed!") diff --git a/README.md b/README.md index 53f6cb43..0ca9cbf0 100644 --- a/README.md +++ b/README.md @@ -31,11 +31,19 @@ Chrono requires input text files to be in the Anafora XML Directory Structure (d ### Installation -Installation has been tested on Mac OSX and Linux platforms. +Installation has been tested on Mac OSX, Linux, and Windows 10 platforms. - - Ensure you have all Pre-Reqs installed, including all required Python modules. - Download or clone this git repo to your computer. If using Git and SSH you can type ">> git clone git@github.com:AmyOlex/Chrono.git" into your terminal. + - Run +```bash +>> python setup.py install +``` + + or + + - Ensure you have all Pre-Reqs installed, including all required Python modules. + ### Usage diff --git a/chronoML/RF_classifier.py b/chronoML/RF_classifier.py new file mode 100644 index 00000000..70a71625 --- /dev/null +++ b/chronoML/RF_classifier.py @@ -0,0 +1,66 @@ +# Copyright (c) 2018 +# Amy L. Olex, Virginia Commonwealth University +# alolex at vcu.edu +# +# Luke Maffey, Virginia Commonwealth University +# maffeyl at vcu.edu +# +# Nicholas Morton, Virginia Commonwealth University +# nmorton at vcu.edu +# +# Bridget T. McInnes, Virginia Commonwealth University +# btmcinnes at vcu.edu +# +# This file is part of Chrono +# +# Chrono is free software; you can redistribute it and/or +# modify it under the terms of the GNU General Public License +# as published by the Free Software Foundation; either version 3 +# of the License, or (at your option) any later version. +# +# Chrono is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with Chrono; if not, write to +# +# The Free Software Foundation, Inc., +# 59 Temple Place - Suite 330, +# Boston, MA 02111-1307, USA. + +### SVM_classifier +### This program takes in 2 text files and trains the SciKitLearn SVM Classifier. +### + +from sklearn.ensemble import RandomForestClassifier +import csv +from collections import OrderedDict +import numpy as np + + +def build_model(data_file, class_file): + ## Import csv files + data_list = [] + with open(data_file) as file: + reader = csv.DictReader(file) + data_list = [row for row in reader] + y = [] + with open(class_file) as f: + for line in f.readlines(): + y.append(int(line.strip())) + + X = [] + for row in data_list: + X.append([int(i) for i in row.values()]) + + classifier = RandomForestClassifier(n_estimators=100, n_jobs=-1) + classifier.fit(X, y) + + dict_keys = data_list[0].keys() + + dic = OrderedDict(zip(dict_keys, np.repeat('0',len(dict_keys)))) + + return(classifier, dic) + \ No newline at end of file diff --git a/dictionary/AbrDay.txt b/dictionary/AbrDay.txt new file mode 100644 index 00000000..96a31cb2 --- /dev/null +++ b/dictionary/AbrDay.txt @@ -0,0 +1,7 @@ +Mon. +Tues. +Wed. +Thurs. +Fri. +Sat. +Sun. \ No newline at end of file diff --git a/dictionary/AbrMonth.txt b/dictionary/AbrMonth.txt new file mode 100644 index 00000000..49135e6b --- /dev/null +++ b/dictionary/AbrMonth.txt @@ -0,0 +1,45 @@ +Jan. +Feb. +Mar. +Apr. +Jun. +Jul. +Aug. +Sept. +Oct. +Nov. +Dec. +jan. +feb. +mar. +apr. +jun. +jul. +aug. +sept. +oct. +nov. +dec. +Jan +Feb +Mar +Apr +Jun +Jul +Aug +Sept +Oct +Nov +Dec +jan +feb +mar +apr +jun +jul +aug +sept +oct +nov +dec + \ No newline at end of file diff --git a/dictionary/After.txt b/dictionary/After.txt new file mode 100644 index 00000000..485bfd2a --- /dev/null +++ b/dictionary/After.txt @@ -0,0 +1,2 @@ +after +later \ No newline at end of file diff --git a/dictionary/Before.txt b/dictionary/Before.txt new file mode 100644 index 00000000..8e0704ea --- /dev/null +++ b/dictionary/Before.txt @@ -0,0 +1,6 @@ +before +ago +pre +previously +earlier +until \ No newline at end of file diff --git a/dictionary/FullDay.txt b/dictionary/FullDay.txt new file mode 100644 index 00000000..15fded35 --- /dev/null +++ b/dictionary/FullDay.txt @@ -0,0 +1,7 @@ +Monday +Tuesday +Wednesday +Thursday +Friday +Saturday +Sunday \ No newline at end of file diff --git a/dictionary/FullMonth.txt b/dictionary/FullMonth.txt new file mode 100644 index 00000000..ea4eeea4 --- /dev/null +++ b/dictionary/FullMonth.txt @@ -0,0 +1,24 @@ +January +February +March +April +May +June +July +August +September +October +November +December +january +february +march +april +may +june +july +august +september +october +november +december \ No newline at end of file diff --git a/dictionary/Last.txt b/dictionary/Last.txt new file mode 100644 index 00000000..fe9ec795 --- /dev/null +++ b/dictionary/Last.txt @@ -0,0 +1,14 @@ +last +previously +pre +later +earlier +early +previous +past +lately +final +latest +prior +recent +recently \ No newline at end of file diff --git a/dictionary/LinkTerms.txt b/dictionary/LinkTerms.txt new file mode 100644 index 00000000..ecdd2e6e --- /dev/null +++ b/dictionary/LinkTerms.txt @@ -0,0 +1,5 @@ +in +of +on +a +an \ No newline at end of file diff --git a/dictionary/Modifier.txt b/dictionary/Modifier.txt new file mode 100644 index 00000000..ef992c2c --- /dev/null +++ b/dictionary/Modifier.txt @@ -0,0 +1,11 @@ +nearly +almost +< +late +mid +fiscal +fy +over +early +approximately +beginning \ No newline at end of file diff --git a/dictionary/PartOfDay.txt b/dictionary/PartOfDay.txt new file mode 100644 index 00000000..90e7862a --- /dev/null +++ b/dictionary/PartOfDay.txt @@ -0,0 +1,16 @@ +morning +evening +afternoon +night +dawn +dusk +tonight +overnight +nights +mornings +evening +afternoons +noon +bedtime +midnight +eve \ No newline at end of file diff --git a/dictionary/Period-Interval.txt b/dictionary/Period-Interval.txt new file mode 100644 index 00000000..7dbbad29 --- /dev/null +++ b/dictionary/Period-Interval.txt @@ -0,0 +1,56 @@ +decades +decade +yesterday +yesterdays +today +todays +tomorrow +tomorrows +day +week +month +year +daily +weekly +monthly +yearly +century +minute +second +hour +hourly +days +weeks +months +years +centuries +century +minutes +seconds +hours +time +shortly + + + + + + + + + + + + + +soon +briefly +awhile +future +lately +annual +hr +hrs +min +mins +quarter \ No newline at end of file diff --git a/dictionary/Period.txt b/dictionary/Period.txt new file mode 100644 index 00000000..7dbbad29 --- /dev/null +++ b/dictionary/Period.txt @@ -0,0 +1,56 @@ +decades +decade +yesterday +yesterdays +today +todays +tomorrow +tomorrows +day +week +month +year +daily +weekly +monthly +yearly +century +minute +second +hour +hourly +days +weeks +months +years +centuries +century +minutes +seconds +hours +time +shortly + + + + + + + + + + + + + +soon +briefly +awhile +future +lately +annual +hr +hrs +min +mins +quarter \ No newline at end of file diff --git a/dictionary/Season.txt b/dictionary/Season.txt new file mode 100644 index 00000000..b13c999b --- /dev/null +++ b/dictionary/Season.txt @@ -0,0 +1,8 @@ +summer +winter +fall +spring +summers +falls +winters +springs \ No newline at end of file diff --git a/dictionary/TimeZone3.txt b/dictionary/TimeZone3.txt new file mode 100644 index 00000000..361d5bd9 --- /dev/null +++ b/dictionary/TimeZone3.txt @@ -0,0 +1,19 @@ +AST +EST +EDT +CST +CDT +MST +MDT +PST +PDT +HST +SST +SDT +GMT +UTC +BST +CET +IST +MSD +MSK \ No newline at end of file diff --git a/dictionary/TimeZone4.txt b/dictionary/TimeZone4.txt new file mode 100644 index 00000000..7f00432c --- /dev/null +++ b/dictionary/TimeZone4.txt @@ -0,0 +1,6 @@ +AKST +HAST +HADT +CHST +CEST +EEST \ No newline at end of file diff --git a/run.sh b/run.sh new file mode 100755 index 00000000..68fa26e4 --- /dev/null +++ b/run.sh @@ -0,0 +1,272 @@ +## 7/14/18 +## Amy Olex and Luke Maffey +## run.sh provides a one command option to running Chrono without having to remember the long command or data locations +## +## Edit the script to add in additional options as needed. +## I have one option for my laptop using the training data, and two options for willow, one with training and the other with test. +## I have not added in any evaluation options yet. + +USER=$1 ##Options: amy, luke, help +LOC=$2 ##Options: willow, laptop +DATASET=$3 ##Options: test, train +ML=$4 ##Chrono options +ML_DATA=$5 ##Options: news5, news3, clin5, clin3, newsclin5, newsclin3 + + +## Example Usage: ./run.sh amy laptop train NB news5 + +## Below are the variables to change for each user if the data locations change + +if [ $USER = "help" ] +then + echo "Usage: ./run.sh USER DEVICE DATASET ML ML_DATA" + echo "USER: amy, luke, help" + echo "LOC: willow, laptop" + echo "DATASET: train, test" + echo "ML: SVM, NB, DT, RB, NN" + echo "ML_DATA: news5, news3, clin5, clin3, newsclin5, newsclin3" +fi + +if [ $USER = "amy" ] +then + if [ $LOC = "laptop" ] + then + ANAFORA_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/anaforatools" + + if [ $DATASET = "test" ] + then + DATA_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/data/THYME" + OUT_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/results/Colon_dev" + ML_DATA_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/sample_files" + fi + if [ $DATASET = "train" ] + then + DATA_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/data/THYME" + OUT_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/results/Colon_dev" + ML_DATA_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/sample_files" + fi + if [ $DATASET = "eval" ] + then + DATA_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/data/SemEval-Task6-Evaluation" + OUT_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/results/newsEval" + ML_DATA_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/sample_files" + fi + if [ $ML_DATA = "news5" ] + then + ML_DATA_FILE="official_train_MLmatrix_Win5_012618_data.csv" + ML_CLASS_FILE="official_train_MLmatrix_Win5_012618_class.csv" + fi + if [ $ML_DATA = "newsclin5" ] + then + ML_DATA_FILE="Newswire-THYMEColon_train_Win5_data.csv" + ML_CLASS_FILE="Newswire-THYMEColon_train_Win5_class.csv" + + fi + if [ $ML_DATA = "clin5" ] + then + ML_DATA_FILE="THYMEColon_train_Win5_data.csv" + ML_CLASS_FILE="THYMEColon_train_Win5_class.csv" + fi + if [ $ML_DATA = "newsclin3" ] + then + ML_DATA_FILE="Newswire-THYMEColon_train_Win3_data.csv" + ML_CLASS_FILE="Newswire-THYMEColon_train_Win3_class.csv" + + fi + if [ $ML_DATA = "news3" ] + then + ML_DATA_FILE="official_train_MLmatrix_Win3_data.csv" + ML_CLASS_FILE="official_train_MLmatrix_Win3_class.csv" + fi + + + fi + + if [ $LOC = "willow" ] + then + ANAFORA_DIR="/home/alolex/ChronoAnalysis_031918/anaforatools" + + if [ $DATASET = "test" ] + then + DATA_DIR="/home/share/data/THYME/ColonTrainData/input" + OUT_DIR="/home/alolex/ChronoAnalysis_031918/ChronoResults/colonTrain_baselineTest" + ML_DATA_DIR="/home/alolex/ChronoAnalysis_031918/Chrono/sample_files" + fi + if [ $DATASET = "train" ] + then + DATA_DIR="/home/alolex/THYME_Data/THYMEColonFinal_Train/input" + OUT_DIR="/home/alolex/ChronoAnalysis_031918/ChronoResults/colonTrain_dev2" + ML_DATA_DIR="/home/alolex/ChronoAnalysis_031918/Chrono/sample_files" + fi + if [ $DATASET = "eval" ] + then + DATA_DIR="/home/share/data/THYME/ChronoEval/THYMEColonFinal/Dev" + OUT_DIR="/home/alolex/ChronoAnalysis_031918/ChronoResults/colonEval073018" + ML_DATA_DIR="/home/alolex/ChronoAnalysis_031918/Chrono/sample_files" + fi + if [ $ML_DATA = "news5" ] + then + ML_DATA_FILE="official_train_MLmatrix_Win5_012618_data.csv" + ML_CLASS_FILE="official_train_MLmatrix_Win5_012618_class.csv" + fi + if [ $ML_DATA = "newsclin5" ] + then + ML_DATA_FILE="Newswire-THYMEColon_train_Win5_data.csv" + ML_CLASS_FILE="Newswire-THYMEColon_train_Win5_class.csv" + + fi + if [ $ML_DATA = "clin5" ] + then + ML_DATA_FILE="THYMEColon_train_Win5_data.csv" + ML_CLASS_FILE="THYMEColon_train_Win5_class.csv" + fi + if [ $ML_DATA = "newsclin3" ] + then + ML_DATA_FILE="Newswire-THYMEColon_train_Win3_data.csv" + ML_CLASS_FILE="Newswire-THYMEColon_train_Win3_class.csv" + + fi + if [ $ML_DATA = "news3" ] + then + ML_DATA_FILE="official_train_MLmatrix_Win3_data.csv" + ML_CLASS_FILE="official_train_MLmatrix_Win3_class.csv" + fi + + + fi + + + + if [ $DATASET = "eval" ] + then + python Chrono.py -i $DATA_DIR -o $OUT_DIR -m $ML -d $ML_DATA_DIR/$ML_DATA_FILE -c $ML_DATA_DIR/$ML_CLASS_FILE + else + python Chrono.py -i $DATA_DIR -o $OUT_DIR -m $ML -d $ML_DATA_DIR/$ML_DATA_FILE -c $ML_DATA_DIR/$ML_CLASS_FILE + cd $ANAFORA_DIR + + echo "EVERYTHING" + python -m anafora.evaluate -r $DATA_DIR -p $OUT_DIR + + echo "EXCLUDE EVENT" + python -m anafora.evaluate -r $DATA_DIR -p $OUT_DIR --exclude Event + + echo "EXCLUDE EVENT AND OVERLAP SPANS" + python -m anafora.evaluate -r $DATA_DIR -p $OUT_DIR --exclude Event --overlap + + echo "INCLUDE ONLY WHAT WE PARSE AND OVERLAP SPANS" + python -m anafora.evaluate -r $DATA_DIR -p $OUT_DIR --exclude Event Between Every-Nth Frequency Intersection NotNormalizable PreAnnotation Sum Union --overlap + fi + + echo "COMMANDS:" + echo python Chrono.py -i $DATA_DIR -o $OUT_DIR -m $ML -d $ML_DATA_DIR/$ML_DATA_FILE -c $ML_DATA_DIR/$ML_CLASS_FILE + echo python -m anafora.evaluate -r $DATA_DIR -p $OUT_DIR + + + + + + +elif [ $USER = "luke" ] +then + if [ $LOC = "laptop" ] + then + ANAFORA_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/anaforatools" + + if [ $DATASET = "test" ] + then + DATA_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/data/THYME" + OUT_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/results/Colon_dev" + ML_DATA_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/sample_files" + fi + if [ $DATASET = "train" ] + then + DATA_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/data/THYME" + OUT_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/results/Colon_dev" + ML_DATA_DIR="/Users/alolex/Desktop/VCU_PhD_Work/Chrono/sample_files" + fi + if [ $ML_DATA = "news5" ] + then + ML_DATA_FILE="official_train_MLmatrix_Win5_012618_data.csv" + ML_CLASS_FILE="official_train_MLmatrix_Win5_012618_class.csv" + fi + if [ $ML_DATA = "newsclin5" ] + then + ML_DATA_FILE="Newswire-THYMEColon_train_Win5_data.csv" + ML_CLASS_FILE="Newswire-THYMEColon_train_Win5_class.csv" + + fi + if [ $ML_DATA = "clin5" ] + then + ML_DATA_FILE="THYMEColon_train_Win5_data.csv" + ML_CLASS_FILE="THYMEColon_train_Win5_class.csv" + fi + if [ $ML_DATA = "newsclin3" ] + then + ML_DATA_FILE="Newswire-THYMEColon_train_Win3_data.csv" + ML_CLASS_FILE="Newswire-THYMEColon_train_Win3_class.csv" + + fi + if [ $ML_DATA = "news3" ] + then + ML_DATA_FILE="official_train_MLmatrix_Win3_data.csv" + ML_CLASS_FILE="official_train_MLmatrix_Win3_class.csv" + fi + + + fi + + if [ $LOC = "willow" ] + then + ANAFORA_DIR="/home/maffeyl/anafora/anaforatools" + + if [ $DATASET = "test" ] + then + DATA_DIR="/home/share/data/THYME/ColonTrainData/input" + OUT_DIR="/home/maffeyl/ChronoResults/colonTrain_baselineTest" + ML_DATA_DIR="/home/maffeyl/Chrono/sample_files" + fi + if [ $DATASET = "train" ] + then + DATA_DIR="/home/alolex/THYME_Data/THYMEColonFinal_Train/input" + OUT_DIR="/home/maffeyl/ChronoResults/colonTrain_dev2" + ML_DATA_DIR="/home/maffeylChrono/sample_files" + fi + if [ $ML_DATA = "news5" ] + then + ML_DATA_FILE="official_train_MLmatrix_Win5_012618_data.csv" + ML_CLASS_FILE="official_train_MLmatrix_Win5_012618_class.csv" + fi + if [ $ML_DATA = "newsclin5" ] + then + ML_DATA_FILE="Newswire-THYMEColon_train_Win5_data.csv" + ML_CLASS_FILE="Newswire-THYMEColon_train_Win5_class.csv" + + fi + if [ $ML_DATA = "clin5" ] + then + ML_DATA_FILE="THYMEColon_train_Win5_data.csv" + ML_CLASS_FILE="THYMEColon_train_Win5_class.csv" + fi + if [ $ML_DATA = "newsclin3" ] + then + ML_DATA_FILE="Newswire-THYMEColon_train_Win3_data.csv" + ML_CLASS_FILE="Newswire-THYMEColon_train_Win3_class.csv" + + fi + if [ $ML_DATA = "news3" ] + then + ML_DATA_FILE="official_train_MLmatrix_Win3_data.csv" + ML_CLASS_FILE="official_train_MLmatrix_Win3_class.csv" + fi + + fi + + + python Chrono.py -i $DATA_DIR -o $OUT_DIR -m $ML -d $ML_DATA_DIR/$ML_DATA_FILE -c $ML_DATA_DIR/$ML_CLASS_FILE + + cd $ANAFORA_DIR + + python -m anafora.evaluate -r $DATA_DIR -p $OUT_DIR --exclude Event + +fi + diff --git a/sample_files/Newswire-THYMEColon_train_Win5_class.csv b/sample_files/Newswire-THYMEColon_train_Win5_class.csv new file mode 100644 index 00000000..0d081423 --- /dev/null +++ b/sample_files/Newswire-THYMEColon_train_Win5_class.csv @@ -0,0 +1,2870 @@ +0 +1 +1 +1 +1 +1 +1 +1 +1 +1 +0 +1 +1 +1 +1 +0 +1 +0 +0 +0 +0 +1 +1 +1 +1 +0 +0 +0 +0 +0 +1 +0 +0 +1 +1 +1 +1 +1 +1 +1 +1 +0 +1 +0 +1 +1 +0 +0 +1 +0 +1 +0 +0 +0 +1 +1 +1 +0 +0 +1 +1 +1 +1 +1 +0 +1 +0 +0 +1 +1 +1 +1 +1 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+feat_numeric,feat_temp_context,feat_temp_self,be,another,very,bad,financial,for,Asia.,The,assistance,week,In,the,last,20,4,value,of,Indonesian,hour,"Singapore,",stocks,hit,a,5,low.,"Philippines,",year,And,in,Hong,"Kong,",invincible.,Here's,ABC's,Jim,Laurie.,that,long,"ago,",before,not,Not,Chinese,"takeover,",But,past,3,have,"plunged,",interest,rates,month,big,brokerage,"houses,",after,10,"boom,",they're,talking,about,change,couple,So,it's,ABC19980114.1830.0611,NEWS,STORY,Washington,Federal,Aviation,Administration,released,today,leavin-,thousand.,and,half,"later,",minute,is,not.,For,nearly,40,United,States,has,said,time.,just,Diane,Sawyer,will,some,moment,19980304,ABC19980304.1830.1636,Finally,we,learned,space,ceiling.,It,wasn't,until,1,astronauts,were,troops,at,Saudi,"border,",sought,peace,on,front,during,Iran-Iraq,war.,Also,King,Hussein,Jordan,arrived,"effort,",Soviet,Union,it,had,sent,an,envoy,to,leave,Iraq.,President,Bush,denounced,Saddam's,``ruinous,policies,gulf,region,``No,should,doubt,our,August,1988,cease-fire,war,with,Iran.,move,reservists,up,180,without,seeking,congressional,approval.,day,regular,news,briefing,outlook,darkened,evacuees,was,assembling,Baghdad,but,evacuation,plans,hampered,British,Foreign,Office,conditions,Kuwait,appear,Moslem,nation,Bangladesh,its,would,join,multinational,political,"adviser,",asked,message,king,traveling,this,crucial,if,Iraqi,leadership,did,"Arabia,",8,``Desert,"Shield,''",operation,committed,Desert,Shield,within,including,"Marines,",Army,air,assault,coffins.,"Bush,",commenting,crisis,from,his,vacation,Arabia.,After,meeting,Kennebunkport,home,there,stay,lengthy,period.'',"Egypt,","Syria,",Morocco,fair,fairly,lengthi,period.',are,no,shipments,A,"earlier,",scores,moment.',moment.'',"trucks,",many,Jordanian,monarch,met,"Saddam,",he,told,Turning,back,210,loyalty,national,referendum,next,convention,delegates,voted,89-52,2000,Olympics,100th,Australian,federation.,Calling,anniversari,35,percent,several,ago,51,as,pro-monarchist,sentiment,diminishes.,Australia,me...,she,"democrat,",understands,role,century,almost,100,model,"republic,",223,"BC-Australia-India-Qantas,0225",Qantas,run,flights,between,India,daily,This,comes,barely,suspended,number,South,Korea.,Sydney,"Bombay,",current,boost,business,tourism,add,700,seats,route.,"Thomson,",rash,kidnappings,recent,crime,been,Khmer,Rouge,guerrillas,2,ago.,Gen.,Nhek,"Bunchhay,",Howes,working,Angkor,"Wat,",fabled,11,temple,Cambodia's,main,attacked.,January,police,officers,who,family,"Howes,",37,old,when,"kidnapped,",probably,died,or,months,capture,weeks,March,22,proof,case,abduction,nears.,coup,d'etat,appeared,confident,find,killed,by,border.,June,remaining,arrested.,July,Phnom,"Penh,","capital,",stand,more,than,Friday,Tel,Aviv,Tutsis,Rwanda,ministers,member-states,refugee,camps,1/2,investigation,consider,finish,said.,ruled,Moscow,while,Slavic,centuries,least,their,joint,statement,issued,Partnership,Peace,program.,Last,Russian,officials,assailed,Ukraine,major,goal,Kuchma's,state,visit,signing,economic,program,aimed,doubling,dlrs,14,1000000000,down,2.5,willing,talk,_,full,stop,Hezbollah,other,guerrillas.,fighters,Israeli,deaths,southern,Lebanon,"addition,",73,soldiers,Sunday,Netanyahu's,comments,response,signals,talks,remarks,made,Syrian,ambassador,cut,off,Defense,Minister,Yitzhak,Mordechai,425,speech,6,saying,time,Iraq,"Friday,",team,effectively,led,tour,suspected,weapons,likely,over,allowed,carry,News,"Agency,",which,gives,tally,"inspections,",Security,Council,troubled,"Turkey,",worried,civil,they,hundreds,Ottoman,Empire.,They,Ld-Writethru,Police,bomb,Sinn,Fein's,return,eve,bordering,Northern,Ireland,extremists,opposed,IRA's,truce,undermine,Fein,rejoin,leader,Prime,Tony,Blair,Clinton,``We,unjustly,pushed,out,rallied,Portadown,against,parades,Orange,"Order,",annual,Farkas,TV's,show.,With,American,astronaut,morn,"26,",1980.,He,spent,aboard,Salyut,spacecraft,brigadier,"general,",following,appointed,military,attache,Tanzania,same,&UR;,MORE,(PROFILE,"time,'",each,apart,turning,busy,attacks,difficult,strongly,condemns,``terrorist,time.',implicated,anyone,else,questioning.,"Albright,",arriving,"flight,",hours,16-hour,heading,Daniel,arap,Moi,returning,home.,inside,since,explosion,found,there.,Officials,people,families,left,Pakistan,orders,terrorist,bombings,U.S.,embassies,"Nairobi,",innocent,people.'',Retaliating,13,deadly,embassy,exactly,ripped,through,East,Africa,newspaper,reported,Friday.,Immigration,conference.,``At,want,help,Kenya,"time,",Saturday.,Netherlands,early,became,country,April.,"Scharping,",ending,"visit,",Poland,well,where,James,C.,"Kopp,",anti-abortion,"protester,",lived,"year,",44-year-old,official,Dr.,Barnett,"Slepian,",obstetrician-gynecologist,performed,abortions.,protesters,Life,Capitol,according,law,enforcement,sniper,stood,fired.,FBI,Director,Louis,"Freeh,",spotted,Amherst,Slepian,killed.,Kopp's,Chevrolet,Cavalier,discovered,"Newark,","N.J.,",International,"Airport,",long-term,lot,Greg,"Trevor,",spokesman,profits,company's,sales,force,applauded,quarter,AT,T,I,think,excellent,less,break,international,hope,"that,",whatever,happens,relationships,Russia,Philadelphia,later,"Nevertheless,",president,US,heartland,explain,Annan,wrapped,Saddam,He's,expected,meet,60,UN,security,council,insists,dollars,we're,seeing,That's,built,heck,gallon,That,Lundberg,Atalanta,Alabama,women's,hurt.,duty,policeman,western,north,Carolina.,director,Louie,Freeh,assigned,economy,added,"358,000",jobs,far,above,"235,000",forecast,consecutive,job,generation,remained,4.7,notch,demand,workers,raise,wages,again,Average,hourly,earnings,production,month.,nonsupervisory,3.8,higher,extending,trend,inflation,economists,wage,decade,slow,coming,ripple,effects,Asia,yield,benchmark,Treasury,bond,5.92,rate,"381,000",averaging,"242,000",9,1997.,surge,fallen,few,Lower,helped,invigorate,declined,4.1,"December,",lowest,figure,adult,women,decades,Thursday,``For,we've,subjected,false,know,stories,pleased,Ms.,building,removed,make,room,Newark,"area,",expressed,concerns,possible,pattern,suspects,arrested,Court,took,detour,core,principle,gender,fairness,vindicated,ruling,invalidating,PRI19980121.2000.2591,Now,geography,quiz.,We're,dominated,skyline,here,famous,1000,Even,though,city,Germany,demonstrating,high,level,come,worst,Chancellor,Kohl.,His,promise,lesson,brought,tons,earth,cascaded,still,loose,any,destroy,entire,neighborhood.,killings,Belfast,chairman,Mitchell,McLaughlin,PRI19980303.2000.2550,19980303,board,supervisors,tomorrow,that's,typical,county,"business,",vote,implications.,Kosovo.,It's,offensive,son,Sununu,holding,series,Abacha's,supporters,began,rally,"Abuja,",him,compete,election.,Nigeria,radio,says,Tuesday,supporting,General,Sani,candidacy.,Organizers,"music,","dancing,",speeches,them,such,groups,grew,rapidly,mostly,recruiting,younger,members.,hate,usually,declines,prosperity.,We,period,"nineties,",uh,jumped,50,CDs,sold,lyrics,group,crimes,Law,authorities,say,huge,waiting,disparit-,disparities,amongst,every,system,evolved,works,well.,You,"may,","two,",save,"fact,",um,patients,lives,small,fraction.,Our,liver,transplants,only,organs,Secretary,Shalala,UNOS,gave,develop,new,plan,shortest,supply.,VOA,Palestinian,positions,London.,launch,meaningful,"negotiations,",announced,withdraw,yesterday,world's,most,frustrating,"problem,",occupation,land,claimed,notch.,White,House,disclosed,Kuwait's,ousted,government,implied,much,reporters,whether,protect,oil-rich,kingdom.,Then,tried,entice,Arab,proposals.,simply,standing,pat.,At,rather,go,"point,","though,","""at",someone,getting,nervous.,end,administration,isn't,putting,Middle,carriers,matter,enormous,ground,24,sporadic,resistance,Marlin,Fitzwater,late,"""the",victory,even,continued,success,French,Francois,Mitterrand,allied,forces,say.,"Then,",so,Schwarzkopf,Saturday,night,optimal,start,offensive.,unaffected,last-ditch,date,starting,noon,"Kuwait,",offered,"fully,",instead,originally,"considered,",because,European,partners,seemed,punitive,unrealistic.,lasting,pains,taken,"war,",allies,If,"succeed,",into,fruitless,Iran,then,Pentagon,re-examine,question,p-,parts,continues,maintain,grip.,New,York,governor,George,Pataki,emergency.,Helicopters,flying,northern,trying,locate,stranded,complete,transaction,watch,imports,aide,despite,steady,growth.,Magna,recently,dividend,wallowing,below,16.125,Canadian,On,Toronto,Stock,Exchange,shares,closed,37.5,chief,executive,officer,"seek,","unsuccessfully,",seat,Netherlands.,"offer,",advertised,editions,Wall,Street,Under,shareholders,chairman.,"Separately,",Citadel,posted,net,loss,$2.3,"million,",$1.61,"share,",earlier.,latest,results,include,composite,"trading,","$45.75,",25,@,Net,Income,Fell,5%,$141.9,income,ended,Oct.,slipped,losses,gain,"period,",#18,1000000,period.,profit,discontinued,"operations,",contributed,#34,388,pence,trading,Reed,paying,15%,Sales,fell,20%,Brief,--,N.V.,DSM:,Rose,63%,Because,third-period,company,4.10,guilders,32%,state-owned,DSM,extraordinary,charges,mainly,reflect,construction,division.,71,"""amicable","separation.""",Mr.,"Reupke,",52,27-year,Reuters,years,"veteran,",general,manager,appointment,"post,",policy,"responsibilities,",followed,tenure,Reuters's,editor,due,expire,conditional,50.1%,Loss,11/02/89,WALL,STREET,JOURNAL,(J),(ERN),Savin,Corp.,$35.2,cents,compared,$3.8,$5.5,$93.3,cited,"""a",Report,Deficit,expects,report,$17,factors,loss.,$2.1,estimated.,over-the-counter,POP,plunged,$4,$14.75.,$1.76,convertible,Heritage,close,deadline,StatesWest,set,Sept.,30.,These,corresponding,year.,quarter's,includes,pretax,adviser.,$14,year's,$21.4,attributed,decrease,figures,result,accounts.,U.K.,$3,$110,Advanced,tablet,mouth,Colace,100-mg,capsule,times,Ferrous,Sulfate,325-mg,(65,mg,Folic,Acid,1-mg,TABLET,Levothyroxine,[SYNTHROID/LEVOXYL],mcg,MiraLAX,17,gram/dose,Powder,grams,Indication:,Constipation.,Instructions:,hold,Simvastatin,[ZOCOR],20-mg,Vitamin,A*,(Free,Text,Entry),Unknown,dose.,D*,unknown,pursuing,chemotherapy,interested,her,approximately,CT,February,2010--developed,constipation,bright-red,blood,per,rectum.,surgery,She,feels,slightly,weak,health,nurse,Used,work,Patient,takes,Sunday.,as-needed.,Fosamax,70,Take,30-minutes,week.,food,water;,avoid,lying,Specific,Fax:,Kmart,Position/Cuff=right,arm,"sitting,",Pulse,Rate=90,[end,section,"id=""20110""]",[start,"/min,",rate-control,medications,metoprolol,Coumadin,therapy,saline,infusion,75,total,Miller,pleasant,female,directly,admitted,atrial,fibrillation,cardiology,consult,obtained.,prior,"admission,",adenopathy,lesion.,"colonoscopy,",developed,hospital.,Her,INR,noted,supratherapeutic,dismissal.,presents,"dehydration,",hypotensive,"episode,",control,tartrate,along,therapy.,Mondays,Cipro,500-mg,dose,2/4/2010.,fib.,tablets,Thu.,Metoprolol,Tartrate,[LOPRESSOR],hypertension.,Os-Cal,500,+,Remeron,15-mg,"mm[Hg],",Position/Cuff=left,"arm,",Rate=114,Rhythm=SEE,BELOW,",",Date/Time=Jan,reassess,clinical,status.,wound,healed,potentially,woman,Maidens,San,"Saba,",metastatic,disease,"(pT3,",N1).,Mrs.,days,"Today,",postoperative.,alert,8.,During,perioperative,complication,generally,recovering.,Rate=62,CT-scan,showing,pericolonic,abscess,treated,2005,exploration,begin,synchronous,"tomorrow,",signed,consent,clinic,need,site,"id=""20102""]","id=""20103""]",G1,whom,ready,"interim,",tomorrow.,Atenolol,[TENORMIN],50-mg,Betamethasone,Dipropionate,0.05,%,ointment,Cozaar,Halls,Cough,drops,lozenge,enteric-coated,AM,meal.,Magnesium,Citrate,Oxycodone-Acetaminophen,[ENDOCET],5-325-mg,Pain.,Penicillin,V,Synthroid,125,daily.,Tylenol,650,sustained-release,patient's,endometrial,cancer,felt,grade,require,adjuvant,patient,obvious,however.,discussed,pros,leaves,hospital,superficial,phlebitis,distant,exam,showed,Higginbotham,gentleman,splenic,stroke,may,exacerbated,"physicians,",do,man,significant,Delafuente.,episode,Neurology,Service,what,emergency,"apparently,",catheter,placed,uncomfortable.,could,urine,now,clear.,Rate=60,Rhythm=regular,carcinoma,planned,PATIENT,EDUCATION,Ready,"learn,","id=""20113""]",known,Dunbar,am,familiar,long-tim,"many,",perhaps,"decades,","years,",seen,intermittently,these,pain,does,too,throughout,postoperative,uses,sublingual,"hypertension,",worse,stresses,entirely,normal,electrocardiograms,rest,inhalation,as-needed,#1,gram.,Cough/wheeze/asthma.,Cefadroxil,capsules,Dyazide,37.5-25-mg,Alternating,Furosemide,Hold,Infection.,Gas-X,80-mg,chewable,topically,#30,...,Site:,Wound.,Nitroglycerin,[NITRO-DUR],0.6,mg/hr,patch,24-hour,transdermally,Nitrostat,angina.,Repeat,relief;,maximum,15,Patanol,0.1,drop,ophthalmic,Both,eyes.,Instill,drip,6-8,Maximum,Position/Cuff=RA,sitting,"BpTRU,",Rate=81,note**,"Jose,",California,RLQ,abdominal,signs,follow-up,Given,history,reposition,elevation,head,currently,scheduled,Continue,Nystatin,powder.,post-operative,fluid,shifts.,intake,recheck,electrolytes,128-183,hospitalization.,clinician,review,RMGs,Insulin,regimen:,NPH,units,continue,considering,Anticipated,<,30,"id=""20112""]",UA,receiving,1.6L,IV,fluids,creatinine,peak.,husband,#2,Coccygeal,pressure,"ulcer,",being,place,chronic,antibiotic,prophylaxis,using,"id=""20108""]",widowed,misses,husband.,puffs,Shortness-of-breath.,Artificial,Tears,Oxycodone,[ROXICODONE],5-mg,1-2,pain.,"[lb-av],",Temperature=98.42,"[degF],",Resp,Rate=18,Date/Time=Oct,2010:,Systolic=143,Diastolic=73,Rate=92,Mingo,lady,initially,inhale,12,Albuterol,90,mcg/Act,HFA,Aerosol,shortness-of-breath.,Calcium,600,Citalopram,[CELEXA],40-mg,Keppra,[SYNTHROID],tab,(25,mcg),"Sun,","Mon,","Tues,","Thurs,",tabs,(50,Wed.,Multivitamin,[NITROQUICK],0.3,relief,call,911.,additional,doses,morning.,pill,breakfast.,Potassium,Chloride,[K-DUR],#3,MONTHS,S...,Vicodin,5-500-mg,Warfarin,[COUMADIN],Medications,reviewed,"m2,",Temperature=97.70,Rate=20,"21,",Systolic=82,Diastolic=53,Rate=67,Keota,Wellston.,bed,consultation,0.8,mL,subcutaneous,Use,twice-daily,hours.,Diastolic=64,Rate=102,General:,acute,distress.,Weiss,ascending,colon,cancer.,dental,procedures.,Aspirin,81-mg,D,Cardizem,LA,180-mg,Fish,Oil,Lipitor,NitroQuick,0.4,Temperature=97.52,Rate=16,Systolic=138,Diastolic=60,Rate=76,otherwise,healthy,"woman,",my,bias,option,woman.,usual,entail,regimen,contains,necessary,older,Based,"this,",65.,see,reasonable,compromise.,him.,"Actually,",delightful,Palmdale,"Otter,",retired,75-year-old,underwent,laparoscopic,right,prescriber.,Methylprednisolone,[MEDROL],32,exam.,Do,exceed,Rate=93,Stackhouse,sigmoid,"""stomach","cancer""",uncertain,80s.,175,Prednisone,"MiraLAX,",powder,capful,Temperature=98.60,Desc=regular,"regular,","29,",Rate=80,stage,III,side-effects,"fatigue,",Postoperative,flutter,palpitations.,done,earlier,shows,evidence,recurrent,Cardizem-CD,240,FeroSul,Keflex,medication,7,Post-op,4-6,relieved,"miraLax,",powder*,Rate=84,habitus,previous,cholecystectomy,scar,Admit,tonight,careful,hydration,admitted.,Listed,Discussed,Wilson.,systemic,treatment.,given,situation,chemotherapy.,"However,","surgery,",monitored,makes,months',adequate,senior,age,setting,79.,establish,care,abnormal,admission,October,3.,laboratory,"check,",enzymes,elevated.,enzyme,tests,"improving,","4,","2010,",recommend,followup,imaging,future.,No,further,testing,ADVANCE,DIRECTIVES,Advance,directive,Vanguilder,presented,79-year-old,spouse,ER,multiple,dyspnea,subsequently,developing,ATN,injury.,returns,followup.,former,smoker,"history,",quit,43,20-pack-year,whiskey,drinks,Gabapentin,[GABARONE],Glargine,[LANTUS],unit/mL,meals,bedtime.,Prilosec,Oral,mucosa,limits.CT-scan,changes,hospitalization,1.9,Electrolytes,normal.,Alkaline,phosphatase,actually,dependent,activities,living.,reasons,went,away,spontaneously.,happened,Proscar,#7,Atrial,2.2,#8,History,lower-extremity,Neurontin,#10,Depression,Stable,Celexa,increased,living,Schwartz,medical,male,married.,farmer,worked,insurance,West,Medical,Center,Schwartz's,father-died,secondary,causes.,94,mother-died,stroke.,64,brother,"""in","sleep.""",35,grandson,"""electrical",disturbance,10,Cough/wheeze.,Amlodipine,[NORVASC],Tear,(Hypromellose),[GENTEAL],started,10/9/09.,2/25/10.,decreased,pneumonia.,Started,7/29/10.,packet,constipation.,drop.,Psyllium,[METAMUCIL],1.7,g,Wafer,WAFERS,Senna/Sennosides,[SENOKOT],8.6,Diastolic=74,Rate=74,Rhythm=irreg-irreg,try,get,thing,"morning,",proceed,also,chest,colonoscopy,breast,lumpectomy,open,inguinal,hernia,repair.,Discontinue,Discontinued,re...,300-mg,10-mg,Temperature=97.88,Date/Time=Apr,"7,",Systolic=148,Rate=66,Fenwick,Slagle.,Temperature=98.06,Date/Time=Jun,"22,",Systolic=106,Diastolic=70,"examination,",studies,basis.,three,appreciative,let,us,following-up,although,"gentleman,",anemia.,Colonoscopy,Rate=94,physician.,biopsy-proven,oncologist,attempt,quantify,Roth,FL,Nebraska.,exertion,shoulder,discomfort.,Noted,bowel,movement,stool,softener,twice-a-day.,once-a-day,noticed,brain,nephew,kidney,50s,Benafiber*,Citracal,400-mg.,Detrol,4-mg,Diltia,XT,Monday.,Fragmin,"7,500",unit/0.3,syringe,1.5,Premarin,0.625,mg/g,cream,bedtime,2-3,Stool,Softener,C,2-mg,2mg,Monday,1mg,preparation,consultation.Eyes:,Examined,normal.Lymph:,"Certainly,",problems,routine,appointments,available,"nausea,",anorexia.,Young,never,Emergency,Department,above-stated,complaint.,weight-loss,Progressive,stools,so.,Desc=Satting,100%,Diastolic=88,Rate=78,attention,All,systems,Walters,"Ithaca,",accompanied,resection,temporary,diverting,colostomy.,continuity,"restored,","eventually,",experienced,movements,baseline,pattern.,"would,","doubt,",diabetes,glucose,values,2008,insurant,issues.,From,"on,",eating,California.,hospitalized,gastric,emptying,study,contents,emptied,According,"read,",risk,tachyphylaxis.,Several,tells,me,"meal,",severity,denies,nausea,better.,800,pass,gas,basis,Gastro,parisis.,Zolpidem,initiate,post-operatively.,"Finally,",ask,Diastolic=50,Rate=77,PLAN,Smith,required,transfusions,bled,transfusion,irritable,evaluation,manner.,extensive,symptoms,bilateral,bumped,9.5.,hemoglobin,"four,","soft,",formed,hematemesis.,decent,amount,this.,deferred,elevated,2.4.,recommended,alter,take,Lasix,(furosemide),days;,once-daily,having,repeat,Sale,City,Pennsylvania.,discuss,treatment,recommendations,"pain,",tiredness;,"anemic,",similar,"complaints,",recommending,work-up,informative,markers,pN2).,states,best,complaints,feeling,pound,able,quite,Reports,absent,Caltrate,600+D,Plus,Minerals,Unknown.,Famotidine,[PEPCID],Heart,Burn.,[LASIX],Instructed,contact,"MD,",possibly,dosage.,Glipizide,[GLUCOTROL,XL],Diabetes.,Isosorbide,Mononitrate,[IMDUR],Coronary,Disease.,Nadolol,[CORGARD],High,pressure.,Did,tolerate,Medco.,normal.Reports:,Laboratory,obtained,"CBC,",electrolyte,"panel,",consultation.ENT:,normal.Skin:,EUS,procedure,Omar,Muse,surgical,updated,CBC,potassium,sodium,undergoing,alone.,spent.,Sturges,"Arlington,",Lake,"Oswego,",rectal,bleeding.,movement.,bleeding,"bit""",long-standing,used,laxative,remember,diarrhea,antihypertensive,Lotrel,"atenolol,","above,",amounts,vomiting.,fecal,incontinence.,occur,sometimes,red.,About,once,transfusions.,anorectal,atenolol,25-mg,low,simvastatin,cholesterol,leg,stripping,"id=""20107""]",complications,emphysema,around,CVA,70.,76.,MI.,73,Omeprazole,PEG,3350-Electrolytes,[GOLYTELY],227.1-21.5-6.36,gram,completed,"procedure,",your,Rolaids,heartburn.,typically,bothered,her.,long-time.,steroid,use,Psychological:,depression,clearly,delineated,recovery,72,Oswego.,2010,-,Presented,anxiety.,5-10-mg,Diastolic=72,Rate=72,Graves,diagnosed,consented,Solomon,disease.,unable,therefore,Harper,evaluated,lesion,Ortho,Biotic*,OTC,Silvadene,Affected,area.,Tumeric*,B-6,D-3,"5,000",unit,Zinc*,Zofran,nausea.,Systolic=94,Diastolic=62,Norway,Missouri.,Takes,fyi,postop.,Left,leg.,Tamsulosin,[FLOMAX],450,tabs.,Diastolic=89,Rate=79,obtaining,plain,definitely,trouble,enough,persistent,#4,Radiation,enteropathy,Hildreth,referred,2010.,sounded,like,lasted,"At-home,",vomited,doing,"here,",fact,cholecystectomy.,internal,"hemorrhoids,",pathology,undergo,part,"followup,",emphasized,can,either,discharge,returned,EGD,revealed,erosive,Father-died,pancreatic,Mother-died,74,congestive,heart,failure.,79,"id=""20104""]",Cefazolin,q.,q.i.d.,Fentanyl,p.r.n.,Heparin,5000,Subcu,Hydromorphone,0.2,b.i.d.,Metronidazole,Ondansetron,p.o.,Ambien,q.h.s.,Temperature=98.78,Desc=O2,SAT,99%,Diastolic=92,79,metasynchronous,resected,arises,"future,",lymph,nodes,unavailable,dictation).,bolus,5FU,plus,leucovorin,speaks,Levaquin,MoviPrep,100-7.5-2.691,completing,portion.,hrs,Nasonex,mcg/Actuation,spray,nasally,Sotalol,Ventolin,reactive,airway,Rate=64,appearing,Clark,"postoperatively,","1989,",tobacco,"use,",alcohol,pt,receives,140,Finacea,Gel,Hydrochlorothiazide,mEq,days/week,Tuesday-Wednesday,"Thursday-Saturday-Sunday,",Mo+Fr,7.5-mg,Held,Date/Time=May,"28,",Systolic=100,FOLFOX,regimen.,0,"however,","counts,",fluctuated,recovered,mon,Rate=54,Oncology,Gadson,mistakenly,thought,No.,Ruth,"Hayes,",restaging,arrangements,content.,finishing,chemoradiation,discharged.,soon,under,neoadjuvant,radiochemotherapy,APR,Since,"then,",drug,"abuse,",presentation,initial,colleagues.,Upon,complained,colostomy,site.,lower,long-stand,changed,Further,details,low-density,study.,Varicose,vein,past.,21.8,mid-February.,reveals,metastases,management,feel,holiday,serial,scans,Hypertension,Loveland,"again,",anything,Impaired,tolerance,obtain,A1c,determine,status,before.,"abnormal,",supervising,essential,oncologic,"murmurs,","rubs,",gallops.Reports:,Labs,unremarkable.,61,preoperatively.,consistent,Mexico,Center.,Billing,comments:,"patient,",greater,testing.,location,"tumor,",potential,surgeries.,briefli,basic,work.,Spent,reviewing,Becnel,71016,"Lancaster,",intermittent,going,previously.,bloody,tube.,thyroid,biopsy,House.,Tobacco:,ETOH:,beers,glass,wine,CAGE,negative.,Caffeine:,cups,"id=""20109""]","82,",reports,81,81,mother,83,all,children,healthy.,Denies,50.,Certagen,Silver,"1,000",once.,Begin,PM,glassful,gone.,Rate=70,mild,studies.,treatments,"Samuelson,",omit,Follow-up,Lancaster.,5-FU,225,mg/m2,continuous,infusion.,negative,planning,return-to-work,"appointment,",output,Rate=73,appliance,changes.Reports:,consultation.,abdomen,pelvis,Chest,x-ray,May,consultation.Mental:,normal.Spine:,steroids,communicated,cleared,definitive,surgery.,Restaging,CEA,1.1.,bowels,"bleeding,",9th.,appetite,"good,",weight,back-up,activities.,"treatments,",both,hypotension,"awhile,",Diovan,4.,awhil,trazodone,short,it.,Flaxseed,400,local,gastroenterologist.,Plavix,75-mg,Diastolic=81,Rate=112,reevaluation.,Appointment,ulcerative,colitis,frequency,"Oncology,",(eight,cycles),surgeon.,Duran,discussing,"60s,",3350-Electrolytes-Vit,[MOVIPREP],limited,mobility,CEA.,everything,goes,smooth,operation.,Labile,hypertension,well-controlled,allow,Cardiology,Aggrenox,aspirin,evaluation.,Anemia,Congestive,failure,Will,point,protein.,120,"Prime,",list,questions,answered.,"Castle,",April,"9,",Approximately,undergone,upper,hiatal,wears,Depends.,20-minute,discussion,regarding,code,"status,",code.,attorney,Although,manages,sertraline,years.,informs,year-and-a-half,mood,stable.,2001.,An,angiogram,2001,intervention,echocardiogram,nitroglycerin,deficiency.,taking,supplement.,9.,Hypothyroidism.,Stable.,10.,nitrofurantoin.,infection.,cup,coffee,Domestic,Violence:,Denies.,Illicit,Drug,hemorrhaging,problems.,77,massive,MI,sister,86.,Cyanocobalamin,Has,Rash.,rash.,Lopressor,continues.,Took,Pantoprazole,[PROTONIX],Sertraline,Vytorin,10-40,Rate=55,walker,wheelchair,Blood,above.,numbness,tingling,prior.,speaking,"sleepy,",More,"likely,",forward,near,"home,",GI,Clinic,answered,supervised,Burton.,whose,7.3).,barium,enema,"study,",2.,"12,",stable,11.8.,visiting,"son,",specific,records:,Systolic=136,Diastolic=57,responsive,ultralow,anterior,"resection,","coloanal,",priority,addressed,primary.,Hypertriglyceridemia,futur,EKG,abnormal.,Pastor,Conatser.,Conatser,well-established,CCHC,Rectal,Surgery.,increase,Family,Health,Care,cramping,recently.,dysuria.,brings,1985.,(two,"hydration,",good,results.,sleeping,zolpidem,prescribed,nasal,CPAP,methotrexate,stopped,diagnosis.,6.,murmur.,medicine,Prior,awhile.,face,12.,Recurrent,urinary,tract,Pneumovax,14.,sleep,apnea.,unfortunately,serious,"MI,",diabetes.,AAA.,grandparents,80,60,Golytely,prep,solution.,Fluticasone,Suspension,Hydroxychloroquine,[PLAQUENIL],200-mg,drink,15-20,prep.,Rate=63,miles,difficulty.,aortic,aneurysm,sign,"74,",oral,rhinorrhea,ill,syncope,balance,"tripped,",falls,assistive,device,laparoscopic-assisted,Quit,Bisacodyl,[DULCOLAX],Glimepiride,[AMARYL],"30,",Systolic=102,Diastolic=54,Migraines,Gentry,"HNPCC,",colleagues,resident,Vielmetti,Hospital,saw,age.,ages,"20,",19.,weight-loss.,Tobacco,1-12,Multivitamins-Iron,(Hematinic),[CENTRUM],generic,medication.,oz,solution,Sumatriptan,[IMITREX],"migraine,",hours;,Vitron-C,START,AFTER,COLONOSCOPY,COMPLETED.,Rate=87,&,pelvic,"exam,",>,"mammogram,",1-year,Tubal,ligation,G4,P3,function,pursue,#5,Colon,young-onset,colonoscopies,Wilkins,absence,adenocarcinoma.,Avastin.,consideration,diarrhea.,omission,occurred,note,slight,-.,CombiPatch,0.05-0.14,mg/24-hr,directed,Apply,skin,Fluorouracil,[ADRUCIL],"4,810",Via,ambulatory,pump,46,Lidocaine-Prilocaine,[EMLA],2.5-2.5,apply,port,access.,Succinate,Prochlorperazine,[COMPAZINE],estimation.,exercises,shortness-of-breath,Rock,round,polyp,cataract,Appendectomy,20-some,5.,Torn,knee,Doxazosin,Iron,(Ferrous,Sulfate),Buffered,E,Cigarettes.,Quantity,cigarettes:,unsure,Duration,cigarette,usage:,Cancer,screening:,"14,",Greater,50%,counseling.,"therapy,",requirement,infusional,recurrence,"be,","estimation,",duration.,PSA,PSA's,previously,considered,travel,"required,",interval,"discussed,",needs,relationship,rendered,pretty,"surgery""",Ortiz,Carolina,Des,palmetto*,prostate.,Lynn,76,"York,",Dexter,length,Gastroenterology,cirrhosis,(presumably,related,use),data,determined,mortality,"14%,",3.5-4%,Childs,class,B,optimization.,Currently,Everton.,live,independently.,dec.,--Father,Lou,Gehrig,82.,--Has,sisters,Loteprednol,[ALREX],Spironolactone,[ALDACTONE],Tramadol,[ULTRAM],Date/Time=Aug,Systolic=120,Kim,regard,stabilized,understanding.,Lincoln,74,Diego,Frisco,worrisome,metastasis,PMH,PSH,Neurogenic,bowel.,D-2,"50,000",D3,500mg,Date/Time=Feb,Diastolic=65,Rate=96,Rhythm=reg,histology.,prognosis,single-agent,capecitabine,might,reduce,prefer,lengthened,expresses,baseline.,paralysis,notable,longstand,Mr.Lewis.,Fernanda,Dalrymple,"presentation,",duration,schedule.,Dental,abscesses,Lewis,Newport,30-pound,beverages,withheld,added.,Webb,Temperature=98.24,Systolic=152,Diastolic=90,"suspected,",Montana,believes,"recurrence,",worth,appropriate,"recovery,",comprehensive,lab,telephone,Memphis,Decatur.,request,metastases.,viable,resected.,bit,Diastolic=58,Postoperative.General:,Tracy,Kamen,spoken,graciously,also.,PERTINENT,ONCOLOGIC,HISTORY,1.,Age,Crohn's,"17,",28,fractions,42,Xeloda,lung,74.,Azasan,[IMURAN],Centrum,Estradiol,Flonase,10-325-mg,Ranitidine,150-mg,Complicated,"case,",1-1/2,face-to-face,patient.,Mcadams,Megace,ES,suspension,teaspoon,once-daily.,"daily,",Systolic=146,Diastolic=82,Rate=108,Ivey,Humira,"stools,",discrete,tightness,resolved,perianal,Cholecalciferol,(Vitamin,D3),40-mg/0.8,kit,.,Lomotil,prn.,Lonox,Multivitamins,Probiotic*,1/4,teaspoon.,chewable.,Fax,Twin,724-9071.,Lidocaine,[LIDODERM],%(700,mealsprn.,Gi,Upset.,Vestal,Docusate,Sodium,250-mg,[PRILOSEC],(Stopped,1/20/10),Poly-Iron,Tetracycline,48,Tums,NEW,MEDICATION:,orally,prn,#40,refills,cause,Diastolic=68,Rate=56,fit,looking,procedure.,especially,Rosacea.,Rate=75,"oriented,",active-appearing,apparent,ostomy,risks,1973.,36,36,tumor,45,45,aunts,60s.,mentioned,placement.,Sanchez,LABORATORY,sinus,rhythm,marked,carefully,oxygenation.,avoided,present,ECHO,TAPSE,17.,Mild,"hyperparathyroidism,",untreated,Calcium-Vit,[CALTRATE],600-400-mg-unit,Clonidine,[CATAPRES],Please,Indomethacin,[INDOCIN],gout,flares.,summer,Lisinopril,[PRINIVIL/ZESTRIL],Oxide,[MAGOX],400-mg,Revatio,"standing,",problem,Once,set-up,"date,",PAME,give,supply,sees,narcotic,fasting,glucose.,Conner,Cayuga,North,Babylon,anemic,encouraged,experience,hemorrhoidal,banding,reluctant,ever,colonoscopy.,conceded,eventu,70,moving,"diarrhea,",anal,L,lobe,infiltrate,complaint,neuropathic,injection.,performed.,significantly,worsened.,"oxycodone/acetaminophen,","10,",wife,looks,stenosis,sure,2009,wife.,shop.,high-school,graduate.,1990,smoking.,packs,ETOH,use:,Caffeine,violence:,66.,CoQ10,SG,100-100-mg-unit,Combivent,18-103,wheezing.,3-4,[COLACE],Fumarate,324,(106,back/leg,Ropinirole,0.25-mg,night.,r...,Rate=22,Systolic=149,Rate=91,solicit,opinion,receive,"FOLFOX,","""sandwich""",approach,-->,concurrent,5FU-based,FOLFOX.,"event,",(GI),elapsed,elaborate,rectum,`R`6,lbs.,ex-smoker,accrued,quitting,1990.,Severe,COPD,oxygen,liters,(uses,"day,",Hyperlipidemia,(last,lipid,profile,evenings.,(requiring,surgery),failed,pills,tylenol,in-between.,upcoming,Extra-Strength,5-6,in-between,oxycodone.,Diastolic=78,Rate=83,Burton,Systolic=132,Rate=68,decided,Minneapolis,Goose,Lake.,ambulating,Knopp,Claritin,Toprol-XL,facial,postoperatively,calls,update,Schrupp,Hydrocodone-Acetaminophen,"18,",Systolic=112,facilitate,"care,","West,",Iowa.,Rate=98,mucinous,Peri-rectal,adenocarcinoma,Peloquin,Augmentin,XR,Prescription,ran,05/11/10.,surgery-,suppository,rectally,Celebrex,Glucosamine-Chondroitin,Levbid,0.375,Norvasc,Pt,checks,BP,Pentasa,Remicade,1-MG,intravenous.,Every,"04/25/10,",Date/Time=Sep,"8,",Diastolic=80,Rate=61,As,briefly,"Peloquin,",Virginia.,drain,peristomal,Dorn,2002.,vbjejrvhet,vbegpxhddy.,Former,Alprazolam,600-mg,Fluoxetine,(Lopressor),7.,.Zocor,"2,",Systolic=110,"19,",anastomotic,lungs,isolated,lesions.,"meantime,",satisfaction,Certainly,point.,TO-DO,LIST,changed.,Observation,order,needed.,Lorenzo,50.4,Gy,MAID,Propionate,sprays,Loratadine,area.Abdomen:,"Soft,","nontender,",nondistended.General:,"female,",comfortable,Jarvis,Gardendale.,Had,Neoplasia.,Seen,Horton,married,employed,package,day.,Alcohol,consists,use.,deceased,cause.,daughter,alive,"well,",grandchildren,28.,"1,",indicated,December,chair,Rate=85,not;,>50,reflexive,"y.o.,",Haynes,received,preoperative,30s.,outside,records,"until,",arise,happy,York.,Nausea/vomiting.,Dalteparin,[FRAGMIN],(until,2010).,Ibuprofen,twice-a-day,days.,5days,week;,(15,days).,distress.Heart:,minutes;,Dawson,outlet,25-mm,Significant,"dead,",Father,"59,","cancer,",dead,Sister,62.,Maternal,uncle,49.,cousin,paternal,Question,Raymond,obstetrician,"Loretto,","Minnesota,","Additionally,",pounds,9.3),Solitary,(congenital).,Lantus,Nexium,5-FU/leucovorin,18,MRI,integrating,follow,now.,Congenital,single,MRI.,Sullivan,left-hand,become,NovoLog,Rate=107,person,Optimal,local-regional,radiation,shortly,thereafter,active,favor,proceeding,oxaliplatin.,addition,"oxaliplatin,",50-mg/m2,later.,Young-onset,Hollis,generally-healthy,50s.,Younger,70s.,"kg/m2,",BSA=2.37,Rate=12,copy,"5,",Stilwell,Diastolic=76,arranged,staging,films,beginning,chemoradiation.,Ammerman,"Jackson,",needing,Other,agreed,abdominoperineal,resection.,Tse,Systolic=140,Rate=118,collaborating,physician,"Presently,","overall,",dosage,adjustments,withstand,setting.,medically,Taylor,18331.,always,Norco,sleep.,lost,insomnia,hs,Within,breakfast,supper,water,(Monday,Friday),radiation.,2.5-0.025,mg/5,Liquid,Paregoric,2-mg/5,"id=""20111""]","Avastin,","thromboses,",vascular,possible.,essentially,There,irinotecan-based,"regimens,",radiotherapy,urge,"oncologist,","Hale,",address,white,clear,liquids,sat,97%,Mcgee,doctor,Hyperlipidemia.,Inguinal,repair,Bio-D-Mulsion,Forte,"2,000",unit/drop,Co,Q-10,Crestor,Drenatrophin,PMG,20-mg*,Ferrotate,Junior,100-mg*,Niaspan,750,Penta,Cal,mg*,Terrofood,WelChol,625,Zetia,Zinc,Liver,Chelate,10-mg*,"id=""20115""]",47,"Paris,",Michigan.,[MYCOSTATIN],"100,000",unit/g,distress.Abdomen:,Toombs,Stapleton,Orondo,mastectomy,Glyburide,Januvia,Metformin,"11,",Systolic=124,cycles.,verbalized,making,Port-A-Cath,placement,acceptable,interventions,Jamesport.,"24,",initiated,date.,"but,",ZOFRAN,ODT,Rate=82,consultation.Extremities:,normal.Mental:,74-year-old,hematochezia,Stopped,Slow,Fe,47.5,(Iron),"therefore,",suggest,"5-FU,",Leucovorin,Jackson,Regimen,"Mayville,",Thrombophilia,lumps,checked,"Overall,",burn.,Nance,off-and-on,caliber,size,(I,"uncles,",maternal,"aunt,","50s,",58.,provided,uneventful,course.,"healing,",sample,"possible,",sample.,already,extensively,52349,mucus,bloating,50,aunt,"50's,",fatal,diagnosis).,Desc=Saturation,95%.,Saturation,"95%.,",facing,intraoperative,lisinopril,Mccormick,bevacizumab,stated,Benadryl,[BENADRYL],g.,"Fish,",[ZOFRAN,ODT],Nausea.,Senna,8.6-50-mg,in-patient/physician,interaction.,anticipate,feet,candidate,closely,Memorial,Hospital.,doppler,ultrasound,sedation,Ciprofloxacin,25-500-mg,Sternberg,fullness,"children,",months.,overweight.Mental:,Oriented,"place,",person.Eyes:,"PERRL,",anicteric.Abdomen:,Hibiclens,soap,incision,completely,"heals,",magnesia,cc,8-ounce,diet,here.,chooses,injection,Arizona,State,Clinic.,dismissal,recently-diagnosed,urinating,Macdonald,newly-diagnosed,Ohio,Macon.,proctocolectomy,17,Endocet,occasional,believe,energy,worsening,fevers,"disease,",1985,9,1993,small-bowel,Coumadin.,child.,father,71,prostate,73.,B-12,once-a-month.,ML.,Rate=69,Outside,consultation.Skin:,normal.Abdomen:,Morse,polyps,Comorbidities,hyperlipidemia,53.,syncopal,episodes,historically,occurring,ophthalmologist's,office.,accompanying,second,consciousness,came,to.,Osteoarthritis.,Vasovagal,Melanoma,Pravastatin,screening,Systolic=122,Rate=88,Martinez,Christmastime,38-year-old,"cramping,",christmastim,dilated,esophageal,stricture,C-section,two.,"smoker,",Paternal,grandmother,"90s,",Tai,worked-up,Flagyl,difficile,(unknown,type),positive,lead,flexible,lobectomy,C-section.,adriamycin,hepatoblastoma.,"died,","95,",60s,Mirena,mcg/24-hr,IUD,intrauterine,IUD.,Flexible,sigmoidoscopy,weeks.,"Toston,",Santa,Barbara.,genetics,"6,",stoma,appointment.,truly,#6,"EKG,",Rodarte,afternoon.,Smith.,"18037,",mammogram,alternating,MRIs,mammograms,2005.,primary),67.,astrocytoma,incontinence,except,Monango,gets,Less,tea,brothers,87.,suicide,53,brothers.,22.,stents,arthritis,twice,often,depending,(D3),MaxStr,K-Phos-Neutral,provider,ophthalmologist.,Niacin,Formula,Restasis,C*,"tab,",Constitutional:,nothing,happened.,62,18037.,T4,helpful,permanent,progression,Burnett,Richmond,symptomatic,aggravated,son.,interpreter,Percocet,Avoid,Tramal*,Morales.,Burnett's,scan,notes,delay,overall,wait,initiating,recover.,OxyContin,insufficiently,controlling,management.,refilled,interim,doing.,cautioned,concerned,"addiction,",particularly,residual,pain-related,"plan,",Smyrna,Beach.,Beach,progressive,dismissed,goes.,30-mg,inadequately,liquid,supplies,cry,depression.,BID,[OXYCONTIN],tid,bid,aware,"of,","""when","time.""",immediate,likelihood,Gomez,25-minute,"discussion,",Gore,depressed,suicidal,mind,remove,verify,DNR,test,little,problem.,re-discussed,OR,"Toledo,",Ohio.,"Interestingly,",loop,ileostomy,closure,moves,16,first-time,myalgias,wake-up,issue.,PAST,SURGICAL,mesh,motor-vehicle,accident,Employment:,college.,15.,chewing,quit.,smoked,cigars,rupture,drank,heavily.,60.,"""fibrosis",52.,accident.,15,stays,afterward,"Post-radiation,",away.,"Ohio,",screen.,lobe.,2.8.,"Subsequently,",interval.,51.,carcinomatosis.,PET,exploratory,laparotomy,assess,heparin,discussion.,"today,",intention,resect,Erbitux.,suggested,unclear,Terry,Cameron,Niwot.,cycles,Erbitux,Dexlansoprazole,[DEXILANT],"Cap,",Delayed,Ketoprofen,Nucleo,cmp,forte*,Oxybutynin,[DITROPAN],Start,Cardiovascular,Surgery,elsewhere,Waller,Rate=14,Systolic=92,Rate=50,"3,",soft,keep,informed,toward,indeed,Routine,completion,recovered.,1-week,Benicar,HCT,instructed,Iowa,area,genetic,predisposition.,Genetic,particular,metanephrines,catecholamines.,Harris,relatively,hemorrhoids.,"vomiting,",Bowel,obstruction,exact,etiology,Bilateral,Laparotomy,smoking,history.,welder,large,intra-abdominal,"sarcoma,",Hodgkin's,GI-,32.,10-15,38,Mounds,Blue,Eye.,Loperamide,[IMODIUM],Loose,stool.,Varenicline,[CHANTIX,Rate=110,Martin,winter,counselling.,69-yr-old,Prostata*,Diastolic=86,based,Postnasal,provide,defer,personal,ongoing,associated,"70s,",lymphoma,Locher,250-mg.,Cosopt,nostril,por-,Pleasant,"Aaron,",trace,diminished,"PAME,",(all,50).,therapeutic,content,Chemotherapy,consist,Port-a-Cath,hopefully,"CEA,","completion,",Barrett,2004.,"colitis,",Balloon,dilation,Cytology,malignancy.,uterine,"62,",Ammonium,Lactate,Bupropion,HCl,Caltrate-600,Cyanacobalamin,MCG,Estrace,vaginally,Keri,Original,Lotion,Ursodiol,elective,Valley,PET/CT-scan,Tolbert,presence,e-mail.,assessment.,(quit,"ago),",social,alcohol.,(late,"COPD,",hemorrhage.,"60s),",Diltiazem,EMLA,saran,wrap,min,intravenous,Neupogen,480,mcg/1.6,i,sub-q,Omega-3,Fatty,Acids,omega-3,fatty,acids,fish,cap,nebulizer,Oxaliplatin,Pegfilgrastim,mg/0.6mL,subcutaneous.,Zocor,smaller,examination.,abnormality,demonstrates,moderately,See,dedicated,Calcified,mediastinal,adenopathy.,Central,venous,recommendation,Avastin,hand-assisted,low-anterior,Harriman,rectal.,Underwent,Bradley,Hendricks,ovarian,cyst,20s,Seitz,English,Cleta,Lefebre,mass,detail.,outpatient,Robin,diagnosis,cigarettes,smoke.,HOLD,ASPIRIN,Losartan,Lovastatin,Wright,direct.,"rev=""0002""]",Returning,Stoma,Therapy,performing,volumes,measure,diltiazem,60-mg,lieu,long-acting,diltiazem.,Increase,Update,creatinine;,"dismissal,",Holter,monitor,primary-care,remains,administered,ECG).,Burks,longstanding,83-year-old,fibrillation;,coronary,artery,frequent,(three,morning,systolic,beats,recorded,Over,"hours,",minute.,leading,Beta-blocker,250/50,12.5-mg,Desc=02,saturation,Diastolic=100,KY,"Carolina,",rib.,playing,baseball,discomfort,"basis,",becoming,GCGH,arrive,Ortiz's,providers,26,grandfather,Mother,girls,aged,boys,19,19,14,2,pre-operative,"evaluation,",findings,"diagnosis,",Bowman,confirmed,form,fully,how,schedule,problematic,midsummer,low-grade,fevers.,Evaluation,ED,included,irritation,"tobacco,","87,",63.,69,plane,crash.,33,Thomason,a-half,cecal,dying,By,37,surveillance,examination,Right,hemicolectomy,laparoscopically.,Dense,adhesions.,deteriorated,Reactive,airways,unrelated,diseases.,70s,54-year-old,hemicolectomy.,Symbicort,160-4.5,"laughable,","appropriate,",spirits,Regarding,"Work,",suburbs,slowly,improved,"Vicodin,",Paroxetine,"Re-Live,",Seroquel,auscultation,percussion.General:,Healthy-looking,female.Rectum:,examined.ENT:,Work,"Rush,",Beginning,"27,",abdomen/pelvis,circumferential,involving,Negative,hepatic,"disease.""",beer,Lives,mid-50s.,lifetime.,Damron,department,quadrant,elected,affairs,perforated,own,business.,"blood,","mucus,",pack,consumes,alcoholic,SkinMr.,well-appearing,ex-wife.,Reports:,"chest,","abdomen,",great,Como,colorectal,great-grandmother,great-aunt,great-uncle,54.,"T4,","NX,",M0,dictation,final,Great,Mills,FOLFOX-based,stayed,5-FU.,Great-grandfather,80+,Great-grandmother,astrocytoma.,Great-aunt,54,great-aunts,76,O2,Rate=103,arranging,outpatient.,mass.,Ramos,transferred,complaining,"emesis,",resuscitated,progressively,gotten,weaker,basically,"diagnosed,",performance,"is,",recover,heal.,advanced,26.,18,certified,Enoxaparin,[LOVENOX],40-mg/0.4,prevention,DVT.,Esomeprazole,gastritis.,2.5-mg,Reglan,day;,True,"T3,",Nieman,members,coordination,Minnesota,"Independence,",relapsed,full-time,20+,"daughter,",22,Systolic=116,obstructing,Alexander,"brother,","46,","""many","polyps""",82,"Qatg,",Qatg,78.,"grandmother,","Zctywswbg,",92,44.,cancers,terms,grandparent's,Moving,"back,","Johnstown,","Pennsylvania,",Positive,soften,trends.,acne.,Date/Time=Nov,"lymphoma,",Infiltrating,ductal,20,Adenocarcinoma,"colon,",44,Squamous,cell,"tongue,",46,relate,course,random,mistakes,"lifetime,",Cason,47-year-old,today.,Colorado,1983,MOPP,proved,"2008,",resolved.,resume,"child,",ablation,traumatic,fracture,nonsmoker.,lifetim,practice,freeze,eggs.,behavior,diagnosis),Cason',myocardial,infarction.,type-2,46.,initially.,eventually,metastasized,uncles.,Nothing,[NYAMYC],Jones,recently-diagnosed.,10.6.,September,demonstrated,5-pound,"days,",CABG,approximate,25-,Lisinopril-HCTZ,20-25-mg,Prevacid,Triamterene-HCTZ,"16,",Systolic=130,Miguel,lrpay,hewd,bfdxeg,wished,0.5-1,II,research,formulated,evaluated.,59,Rate=65,rhythm.General:,Murphy,Wvklpd-Hscudkou,"Austin,",mother.,"constipation,",improve,"symptoms,",reasonably,asymptomatic,25-year,13,"at-home,",2-year-old,5-year-old,21-year-old,daughter.,Current,13.,(ages,2).,5,by.,Jean 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--git a/sample_files/THYMEColon_train_Win5_data.csv b/sample_files/THYMEColon_train_Win5_data.csv new file mode 100644 index 00000000..00f1d5c5 --- /dev/null +++ b/sample_files/THYMEColon_train_Win5_data.csv @@ -0,0 +1,2586 @@ +feat_numeric,feat_temp_context,feat_temp_self,1,tablet,by,mouth,every,Colace,100-mg,capsule,week,2,times,a,Ferrous,Sulfate,325-mg,(65,mg,day,Folic,Acid,1-mg,TABLET,Levothyroxine,[SYNTHROID/LEVOXYL],50,mcg,daily,MiraLAX,17,gram/dose,Powder,grams,Indication:,Constipation.,Instructions:,hold,for,Simvastatin,[ZOCOR],20-mg,Vitamin,A*,(Free,Text,Entry),Unknown,dose.,D*,unknown,These,are,in,pursuing,chemotherapy,at,this,but,is,interested,continued,time,her,up,approximately,4,with,CT,of,the,month,February,2010--developed,constipation,several,and,bright-red,blood,per,rectum.,from,surgery,about,ago.,She,feels,slightly,weak,home,health,nurse,come,Used,to,work,Patient,takes,on,Sunday.,as-needed.,Fosamax,70,Take,30-minutes,before,week.,food,8,minute,water;,avoid,lying,down,Specific,Fax:,Kmart,Position/Cuff=right,arm,"sitting,",Pulse,Rate=90,[end,section,"id=""20110""]",[start,"/min,",rate-control,medications,metoprolol,Coumadin,therapy,saline,infusion,75,an,total,hour,Miller,very,pleasant,female,who,was,directly,admitted,year,atrial,fibrillation,that,cardiology,consult,"time,",obtained.,prior,"admission,",she,adenopathy,lesion.,The,following,"colonoscopy,",developed,hospital.,Her,INR,noted,be,supratherapeutic,dismissal.,Ms.,presents,possible,"dehydration,",hypotensive,"episode,",today,control,tartrate,along,therapy.,Mondays,each,Cipro,500-mg,Last,dose,2/4/2010.,fib.,6,tablets,Thu.,3,Metoprolol,Tartrate,[LOPRESSOR],hypertension.,Os-Cal,500,+,Remeron,15-mg,"mm[Hg],",Position/Cuff=left,"arm,",Rate=114,Rhythm=SEE,BELOW,",",Date/Time=Jan,back,reassess,clinical,status.,If,wound,healed,then,we,would,potentially,consider,woman,Maidens,San,"Saba,",metastatic,disease,"(pT3,",N1).,Mrs.,days,"Today,",postoperative.,alert,well.,8.,During,perioperative,has,had,complication,period,been,5,after,as,generally,recovering.,Rate=62,CT-scan,performed,showing,pericolonic,abscess,mostly,yesterday,treated,2005,For,exploration,will,begin,synchronous,"tomorrow,",signed,consent,clinic,should,not,need,site,"id=""20102""]","id=""20103""]",G1,whom,I,asked,ready,In,"interim,",did,tomorrow.,Atenolol,[TENORMIN],50-mg,Betamethasone,Dipropionate,0.05,%,ointment,Cozaar,Halls,Cough,drops,lozenge,enteric-coated,AM,meal.,Magnesium,Citrate,Oxycodone-Acetaminophen,[ENDOCET],5-325-mg,Pain.,Penicillin,V,Synthroid,125,daily.,Tylenol,650,sustained-release,patient's,endometrial,cancer,ago,years,felt,grade,require,adjuvant,At,patient,no,obvious,however.,We,discussed,pros,leaves,hospital,superficial,phlebitis,distant,exam,showed,Mr.,Higginbotham,gentleman,here,splenic,end,he,year.,found,have,stroke,within,past,may,exacerbated,his,"physicians,",do,think,there,"point,",man,some,significant,Delafuente.,January,episode,Neurology,Service,what,appeared,emergency,room,Newark,long,"ago,","apparently,",catheter,placed,which,uncomfortable.,After,could,urine,now,clear.,Rate=60,Rhythm=regular,carcinoma,planned,next,PATIENT,EDUCATION,Ready,"learn,","id=""20113""]",known,Dunbar,am,familiar,long-tim,"many,",many,perhaps,even,"decades,","years,",seen,decades,intermittently,through,these,pain,remained,if,does,too,much,throughout,postoperative,well,uses,sublingual,"hypertension,",worse,stresses,late,entirely,normal,electrocardiograms,rest,time.,inhalation,as-needed,#1,gram.,Cough/wheeze/asthma.,Cefadroxil,capsules,Dyazide,37.5-25-mg,Alternating,Furosemide,On,Hold,Infection.,Gas-X,80-mg,chewable,topically,#30,...,Site:,Wound.,Nitroglycerin,[NITRO-DUR],0.6,mg/hr,patch,24-hour,transdermally,Nitrostat,angina.,Repeat,until,relief;,maximum,15,Patanol,0.1,drop,ophthalmic,Both,eyes.,Instill,drip,6-8,Maximum,100,Position/Cuff=RA,sitting,"BpTRU,",Rate=81,note**,"Jose,",California,RLQ,abdominal,other,signs,or,follow-up,Given,history,plan,reposition,elevation,head,currently,scheduled,Continue,Nystatin,powder.,post-operative,during,fluid,shifts.,intake,recheck,electrolytes,128-183,last,hospitalization.,clinician,review,RMGs,Insulin,regimen:,NPH,units,continue,considering,Anticipated,stay,<,30,"id=""20112""]",UA,receiving,1.6L,period.,IV,fluids,creatinine,peak.,husband,died,#2,Coccygeal,pressure,"ulcer,",being,place,11,chronic,antibiotic,prophylaxis,using,"id=""20108""]",widowed,misses,husband.,puffs,Shortness-of-breath.,Artificial,Tears,Oxycodone,[ROXICODONE],5-mg,1-2,pain.,"[lb-av],",Temperature=98.42,"[degF],",Resp,Rate=18,Date/Time=Oct,"26,",2010:,Systolic=143,Diastolic=73,Rate=92,Mingo,lady,initially,inhale,12,Albuterol,90,mcg/Act,HFA,Aerosol,shortness-of-breath.,Calcium,600,Citalopram,[CELEXA],40-mg,Keppra,[SYNTHROID],25,tab,(25,mcg),"Sun,","Mon,","Tues,","Thurs,",tabs,(50,Wed.,Multivitamin,[NITROQUICK],0.3,relief,call,911.,additional,doses,morning.,pill,breakfast.,Potassium,Chloride,[K-DUR],#3,MONTHS,S...,Vicodin,5-500-mg,Warfarin,[COUMADIN],Medications,reviewed,"m2,",Temperature=97.70,Rate=20,"21,",Systolic=82,Diastolic=53,Rate=67,Keota,Wellston.,bed,our,consultation,0.8,mL,subcutaneous,Use,twice-daily,Friday,hours.,Saturday,Diastolic=64,Rate=102,General:,This,acute,distress.,Weiss,ascending,colon,cancer.,dental,procedures.,Aspirin,81-mg,D,Cardizem,LA,180-mg,Fish,Oil,Lipitor,NitroQuick,0.4,Temperature=97.52,Rate=16,Systolic=138,Diastolic=60,Rate=76,spent,otherwise,healthy,"woman,",my,bias,option,woman.,usual,entail,regimen,contains,necessary,patients,older,than,Based,"this,",65.,see,reasonable,compromise.,close,because,seeing,him.,"Actually,",delightful,Palmdale,"Otter,",retired,weeks,75-year-old,underwent,laparoscopic,right,prescriber.,Methylprednisolone,[MEDROL],32,hours,exam.,Do,exceed,Rate=93,Stackhouse,sigmoid,"""stomach","cancer""",It,uncertain,whether,80s.,175,Prednisone,"MiraLAX,",powder,capful,Temperature=98.60,Desc=regular,"regular,","29,",Rate=80,stage,new,III,over,half,side-effects,including,"fatigue,",Postoperative,flutter,palpitations.,A,done,earlier,shows,evidence,recurrent,Cardizem-CD,240,FeroSul,Keflex,medication,7,Post-op,4-6,relieved,"miraLax,",powder*,Rate=84,habitus,previous,cholecystectomy,scar,Admit,tonight,careful,hydration,admitted.,Listed,Discussed,Wilson.,systemic,treatment.,given,current,situation,chemotherapy.,"However,",only,out,"surgery,",monitored,makes,months',adequate,despite,senior,age,setting,know,79.,make,appointment,establish,care,there.,With,abnormal,admission,October,3.,"Then,",laboratory,"check,",enzymes,were,elevated.,since,liver,enzyme,tests,they,"improving,","4,","2010,",recommend,followup,imaging,future.,No,further,testing,ADVANCE,DIRECTIVES,Advance,directive,Vanguilder,presented,79-year-old,spouse,ER,due,multiple,dyspnea,subsequently,developing,ATN,injury.,returns,followup.,He,former,smoker,"history,",quit,43,20-pack-year,whiskey,drinks,Gabapentin,[GABARONE],Glargine,[LANTUS],unit/mL,meals,bedtime.,Prilosec,Oral,mucosa,limits.CT-scan,changes,hospitalization,1.9,Electrolytes,normal.,Alkaline,phosphatase,actually,dependent,activities,living.,reasons,went,away,10,spontaneously.,same,happened,Proscar,#7,Atrial,2.2,August,#8,History,left,lower-extremity,Neurontin,#10,Depression,Stable,Celexa,increased,living,probably,Schwartz,medical,adult,male,married.,farmer,40,worked,insurance,West,Medical,Center,Schwartz's,father-died,secondary,causes.,94,mother-died,stroke.,64,brother,"""in","sleep.""","addition,",35,grandson,"""electrical",disturbance,10,Cough/wheeze.,Amlodipine,[NORVASC],Tear,(Hypromellose),[GENTEAL],started,10/9/09.,2/25/10.,decreased,pneumonia.,Started,7/29/10.,packet,constipation.,drop.,Psyllium,[METAMUCIL],1.7,g,Wafer,WAFERS,Senna/Sennosides,[SENOKOT],8.6,Diastolic=74,Rate=74,Rhythm=irreg-irreg,try,get,thing,tomorrow,"morning,",still,proceed,also,chest,colonoscopy,breast,lumpectomy,open,inguinal,hernia,repair.,Discontinue,when,Discontinued,re...,300-mg,10-mg,Temperature=97.88,Date/Time=Apr,"7,",Systolic=148,Rate=66,Fenwick,Slagle.,Temperature=98.06,Date/Time=Jun,"22,",Systolic=106,Diastolic=70,"examination,",studies,basis.,Dr.,three,appreciative,coming,let,us,following-up,although,"gentleman,",anemia.,Colonoscopy,Rate=94,physician.,biopsy-proven,oncologist,attempt,quantify,Roth,FL,Nebraska.,exertion,few,shoulder,discomfort.,Noted,bowel,movement,stool,softener,twice-a-day.,once-a-day,noticed,any,brain,another,nephew,kidney,50s,Benafiber*,Citracal,400-mg.,Detrol,4-mg,Diltia,XT,Monday.,Fragmin,"7,500",unit/0.3,syringe,1.5,Premarin,0.625,mg/g,cream,bedtime,2-3,Stool,Softener,C,2-mg,2mg,Monday,1mg,preparation,consultation.Eyes:,Examined,normal.Lymph:,"Certainly,",problems,routine,appointments,available,"nausea,",anorexia.,Young,never,Emergency,Department,above-stated,chief,complaint.,weight-loss,Progressive,stools,so.,Desc=Satting,100%,Diastolic=88,Rate=78,sought,attention,All,systems,Walters,"Ithaca,",comes,accompanied,resection,temporary,diverting,colostomy.,continuity,"restored,","eventually,",experienced,movements,baseline,pattern.,"would,","doubt,",develop,diabetes,glucose,values,2008,taken,off,insurant,issues.,From,"on,",eating,California.,hospitalized,gastric,emptying,study,contents,emptied,60,According,"read,",risk,tachyphylaxis.,Several,began,tells,me,"meal,",severity,denies,nausea,better.,800,tried,pass,gas,basis,Gastro,parisis.,Zolpidem,initiate,post-operatively.,"Finally,",understands,ask,Diastolic=50,Rate=77,PLAN,Smith,required,transfusions,just,it,bled,transfusion,irritable,evaluation,manner.,extensive,symptoms,bilateral,bumped,9.5.,Now,"later,",hemoglobin,again,"four,","soft,",formed,hematemesis.,decent,amount,this.,deferred,elevated,2.4.,recommended,alter,take,Lasix,(furosemide),days;,once-daily,having,repeat,Sale,City,Pennsylvania.,him,discuss,treatment,recommendations,"pain,",tiredness;,"anemic,",similar,"complaints,",recommending,work-up,informative,markers,pN2).,states,best,His,main,complaints,feeling,pound,able,quite,Reports,absent,Caltrate,600+D,Plus,Minerals,Unknown.,Famotidine,[PEPCID],Heart,Burn.,[LASIX],Instructed,contact,"MD,",possibly,return,dosage.,Glipizide,[GLUCOTROL,XL],Diabetes.,Isosorbide,Mononitrate,[IMDUR],Coronary,Disease.,Nadolol,[CORGARD],High,pressure.,Did,tolerate,Medco.,normal.Reports:,Laboratory,obtained,include,"CBC,",electrolyte,"panel,",consultation.ENT:,normal.Skin:,EUS,procedure,Omar,Muse,later,surgical,updated,CBC,potassium,sodium,level,undergoing,alone.,spent.,Sturges,"Arlington,",Lake,"Oswego,",rectal,bleeding.,movement.,bleeding,recently,"bit""",long-standing,used,laxative,remember,diarrhea,antihypertensive,Lotrel,"atenolol,",said,more,"above,",small,amounts,vomiting.,fecal,incontinence.,occur,sometimes,red.,About,once,couple,transfusions.,anorectal,atenolol,25-mg,recent,low,simvastatin,cholesterol,leg,stripping,"id=""20107""]",complications,emphysema,around,CVA,70.,76.,MI.,73,Omeprazole,PEG,3350-Electrolytes,[GOLYTELY],227.1-21.5-6.36,gram,completed,"procedure,",your,report,Rolaids,heartburn.,typically,bothered,her.,long-time.,steroid,use,night,Psychological:,depression,clearly,delineated,recovery,72,Oswego.,2010,-,Presented,anxiety.,5-10-mg,Diastolic=72,Rate=72,Graves,diagnosed,consented,Solomon,disease.,Also,unable,therefore,Harper,evaluated,lesion,Ortho,Biotic*,OTC,Silvadene,Affected,area.,Tumeric*,B-6,D-3,"5,000",unit,Zinc*,Zofran,nausea.,Systolic=94,Diastolic=62,Norway,Missouri.,Takes,fyi,postop.,Left,leg.,Tamsulosin,[FLOMAX],450,tabs.,Diastolic=89,Rate=79,obtaining,plain,definitely,trouble,enough,persistent,#4,Radiation,enteropathy,Hildreth,referred,June,2010.,sounded,like,lasted,"At-home,",vomited,doing,"here,",fact,cholecystectomy.,internal,"hemorrhoids,",pathology,results,undergo,part,"followup,",emphasized,can,either,discharge,number,returned,EGD,revealed,erosive,Father-died,pancreatic,Mother-died,74,congestive,heart,failure.,79,"id=""20104""]",1000,Cefazolin,q.,q.i.d.,Fentanyl,p.r.n.,Heparin,5000,Subcu,Hydromorphone,0.2,b.i.d.,Metronidazole,Ondansetron,p.o.,Ambien,q.h.s.,Temperature=98.78,Desc=O2,SAT,99%,Diastolic=92,79,metasynchronous,resected,arises,"future,",lymph,nodes,unavailable,dictation).,bolus,5FU,plus,leucovorin,complete,speaks,Levaquin,MoviPrep,100-7.5-2.691,1/2,completing,portion.,hrs,Nasonex,mcg/Actuation,spray,nasally,Sotalol,Ventolin,reactive,airway,Rate=64,appearing,younger,Clark,"postoperatively,","1989,",loss,tobacco,"use,",alcohol,pt,receives,140,Finacea,Gel,Hydrochlorothiazide,mEq,days/week,Tuesday-Wednesday,"Thursday-Saturday-Sunday,",Mo+Fr,7.5-mg,Held,Date/Time=May,"28,",Systolic=100,FOLFOX,regimen.,0,"however,","counts,",fluctuated,recovered,mon,Rate=54,Oncology,Gadson,mistakenly,thought,No.,visit,Ruth,"Hayes,",restaging,arrangements,content.,finishing,chemoradiation,start,discharged.,soon,under,neoadjuvant,radiochemotherapy,APR,Since,"then,",drug,"abuse,",presentation,initial,colleagues.,Upon,mainly,complained,colostomy,site.,lower,long-stand,changed,Further,details,low-density,study.,Varicose,vein,past.,21.8,mid-February.,reveals,metastases,management,feel,holiday,serial,scans,Hypertension,Loveland,higher,"again,",anything,Impaired,tolerance,obtain,A1c,determine,exactly,status,before.,"abnormal,",supervising,essential,oncologic,getting,"murmurs,","rubs,",gallops.Reports:,Labs,unremarkable.,61,preoperatively.,consistent,Mexico,Center.,Billing,comments:,"patient,",greater,testing.,location,"tumor,",potential,surgeries.,likely,briefli,basic,work.,Spent,reviewing,Becnel,71016,"Lancaster,",intermittent,going,previously.,bloody,tube.,thyroid,biopsy,20,go,House.,Tobacco:,ETOH:,beers,glass,wine,most,CAGE,negative.,Caffeine:,cups,"id=""20109""]","82,",reports,81,81,mother,83,They,all,children,healthy.,Denies,50.,Certagen,Silver,"1,000",once.,Begin,PM,glassful,gone.,Rate=70,mild,studies.,pleased,treatments,"Samuelson,",omit,Follow-up,Lancaster.,5-FU,225,mg/m2,continuous,infusion.,negative,planning,return-to-work,"appointment,",output,Rate=73,appliance,changes.Reports:,consultation.,abdomen,pelvis,Chest,x-ray,May,consultation.Mental:,normal.Spine:,steroids,July,communicated,cleared,definitive,surgery.,Restaging,CEA,1.1.,bowels,"bleeding,",9th.,appetite,"good,",weight,almost,back-up,activities.,"treatments,",both,hypotension,"awhile,",Diovan,4.,awhil,trazodone,short,it.,Flaxseed,400,local,gastroenterologist.,Plavix,75-mg,took,Diastolic=81,Rate=112,reevaluation.,Appointment,ulcerative,colitis,frequency,"Oncology,",(eight,cycles),surgeon.,Duran,discussing,"60s,",3350-Electrolytes-Vit,[MOVIPREP],limited,mobility,CEA.,everything,else,goes,smooth,operation.,Labile,hypertension,well-controlled,allow,Cardiology,Aggrenox,aspirin,evaluation.,Anemia,Congestive,failure,Will,point,protein.,120,"Prime,",list,questions,answered.,Prime,New,"Castle,",April,"9,",Approximately,"earlier,",undergone,upper,hiatal,move,wears,Depends.,20-minute,discussion,regarding,code,"status,",full,code.,attorney,Although,son,manages,sertraline,years.,informs,year-and-a-half,mood,stable.,2001.,An,angiogram,March,2001,intervention,echocardiogram,nitroglycerin,deficiency.,taking,supplement.,9.,Hypothyroidism.,Stable.,10.,nitrofurantoin.,infection.,cup,coffee,Domestic,Violence:,Denies.,Illicit,Drug,hemorrhaging,problems.,77,massive,MI,sister,86.,Cyanocobalamin,Has,Rash.,rash.,Lopressor,continues.,Took,Pantoprazole,[PROTONIX],Sertraline,Vytorin,10-40,Rate=55,walker,wheelchair,Blood,above.,numbness,tingling,prior.,fair,speaking,"sleepy,",More,"likely,",forward,near,"home,",GI,Clinic,answered,supervised,Burton.,whose,7.3).,barium,enema,"study,",2.,"12,",stable,11.8.,visiting,"son,",specific,says,records:,Systolic=136,Diastolic=57,responsive,ultralow,anterior,"resection,","coloanal,",priority,addressed,primary.,Hypertriglyceridemia,futur,EKG,abnormal.,Pastor,Conatser.,Conatser,well-established,CCHC,Rectal,Surgery.,increase,Family,Health,Care,cramping,recently.,dysuria.,brings,1985.,over-the-counter,(two,"hydration,",good,results.,sleeping,zolpidem,prescribed,nasal,CPAP,methotrexate,stopped,diagnosis.,6.,murmur.,medicine,Prior,awhile.,face,12.,Recurrent,urinary,tract,Pneumovax,14.,sleep,apnea.,unfortunately,serious,"MI,",diabetes.,AAA.,grandparents,lived,their,80,60,Golytely,prep,solution.,Fluticasone,Suspension,Hydroxychloroquine,[PLAQUENIL],200-mg,drink,15-20,prep.,Rate=63,miles,without,difficulty.,aortic,aneurysm,sign,"74,",oral,rhinorrhea,ill,syncope,balance,fell,"tripped,",slipped,falls,assistive,device,laparoscopic-assisted,Quit,Bisacodyl,[DULCOLAX],Glimepiride,[AMARYL],"30,",Systolic=102,Diastolic=54,Migraines,Gentry,"HNPCC,",colleagues,resident,Vielmetti,Hospital,where,saw,age.,ages,"20,",19.,weight-loss.,Tobacco,1-12,Multivitamins-Iron,(Hematinic),[CENTRUM],generic,medication.,oz,solution,Sumatriptan,[IMITREX],"migraine,",hours;,Vitron-C,START,AFTER,COLONOSCOPY,COMPLETED.,Rate=87,&,pelvic,"exam,",>,"mammogram,",1-year,Tubal,ligation,G4,P3,function,pursue,#5,Colon,young-onset,colonoscopies,offered,30.,Wilkins,absence,adenocarcinoma.,Avastin.,consideration,diarrhea.,omission,occurred,note,slight,-.,CombiPatch,0.05-0.14,mg/24-hr,directed,Apply,skin,Fluorouracil,[ADRUCIL],"4,810",Via,ambulatory,pump,46,Lidocaine-Prilocaine,[EMLA],2.5-2.5,apply,port,access.,Succinate,Prochlorperazine,[COMPAZINE],estimation.,exercises,shortness-of-breath,Rock,round,polyp,date,cataract,Appendectomy,20-some,5.,Torn,knee,Doxazosin,Iron,(Ferrous,Sulfate),Buffered,E,Cigarettes.,Quantity,cigarettes:,unsure,Duration,cigarette,usage:,Cancer,screening:,"14,",Greater,50%,counseling.,"therapy,",requirement,infusional,recurrence,"be,","estimation,",expected,duration.,PSA,PSA's,previously,considered,travel,"required,",interval,"discussed,",needs,relationship,rendered,pretty,"surgery""",Ortiz,South,Carolina,Des,palmetto*,prostate.,Lynn,76,"York,",Dexter,met,length,Gastroenterology,cirrhosis,(presumably,related,use),data,determined,mortality,"14%,",3.5-4%,Childs,class,B,optimization.,Currently,Everton.,live,independently.,dec.,--Father,Lou,Gehrig,82.,--Has,sisters,Loteprednol,[ALREX],Spironolactone,[ALDACTONE],Tramadol,[ULTRAM],Date/Time=Aug,Systolic=120,Kim,regard,stabilized,understanding.,Lincoln,74,Diego,Frisco,worrisome,metastasis,PMH,PSH,Neurogenic,bowel.,D-2,"50,000",D3,500mg,Date/Time=Feb,Diastolic=65,Rate=96,Rhythm=reg,histology.,prognosis,single-agent,capecitabine,might,reduce,prefer,rather,so,lengthened,expresses,baseline.,paralysis,notable,longstand,Mr.Lewis.,Fernanda,Dalrymple,"presentation,",duration,schedule.,Dental,abscesses,Lewis,Newport,News,30-pound,beverages,withheld,added.,Webb,Temperature=98.24,Systolic=152,Diastolic=90,"suspected,",Montana,believes,"recurrence,",worth,appropriate,"recovery,",comprehensive,lab,telephone,Memphis,Decatur.,request,metastases.,viable,resected.,bit,Diastolic=58,Postoperative.General:,Tracy,Kamen,spoken,graciously,also.,PERTINENT,ONCOLOGIC,HISTORY,1.,Age,Crohn's,"17,",28,fractions,42,Xeloda,lung,74.,Azasan,[IMURAN],Centrum,Estradiol,Flonase,10-325-mg,Ranitidine,150-mg,Complicated,"case,",1-1/2,face-to-face,patient.,Mcadams,Megace,ES,suspension,teaspoon,once-daily.,"daily,",Systolic=146,Diastolic=82,Rate=108,Ivey,Humira,"stools,",discrete,tightness,resolved,perianal,Cholecalciferol,(Vitamin,D3),40-mg/0.8,kit,.,Lomotil,prn.,Lonox,Multivitamins,Probiotic*,1/4,teaspoon.,chewable.,Fax,Twin,724-9071.,leave,Lidocaine,[LIDODERM],%(700,mealsprn.,Gi,Upset.,Vestal,Docusate,Sodium,250-mg,[PRILOSEC],(Stopped,1/20/10),Poly-Iron,Tetracycline,48,Tums,NEW,MEDICATION:,orally,prn,#40,refills,cause,Diastolic=68,Rate=56,fit,looking,procedure.,especially,Rosacea.,Rate=75,"oriented,",active-appearing,apparent,ostomy,risks,1973.,Then,36,36,tumor,45,45,aunts,60s.,mentioned,placement.,removed,Sanchez,LABORATORY,sinus,rhythm,marked,carefully,maintain,oxygenation.,avoided,watch,present,ECHO,TAPSE,17.,Mild,"hyperparathyroidism,",untreated,Calcium-Vit,[CALTRATE],600-400-mg-unit,Clonidine,[CATAPRES],Please,Indomethacin,[INDOCIN],gout,flares.,summer,Lisinopril,[PRINIVIL/ZESTRIL],Oxide,[MAGOX],400-mg,Revatio,"standing,",problem,Once,set-up,"date,",PAME,give,supply,sees,high,narcotic,fasting,glucose.,Conner,Cayuga,North,Babylon,anemic,encouraged,experience,hemorrhoidal,banding,reluctant,ever,colonoscopy.,conceded,eventu,70,moving,"diarrhea,",pattern,anal,L,lobe,infiltrate,complaint,neuropathic,injection.,performed.,significantly,worsened.,"oxycodone/acetaminophen,","10,",wife,looks,stenosis,sure,early,2009,wife.,shop.,works,high-school,graduate.,1990,smoking.,packs,ETOH,use:,Caffeine,violence:,66.,CoQ10,SG,100-100-mg-unit,Combivent,18-103,wheezing.,3-4,[COLACE],Fumarate,324,(106,back/leg,Ropinirole,0.25-mg,night.,r...,Rate=22,Systolic=149,Rate=91,solicit,opinion,receive,"FOLFOX,","""sandwich""",approach,-->,concurrent,5FU-based,months,FOLFOX.,"event,",(GI),elapsed,elaborate,rectum,`R`6,lbs.,ex-smoker,accrued,quitting,1990.,Severe,COPD,oxygen,liters,(uses,"day,",Hyperlipidemia,(last,lipid,profile,evenings.,(requiring,surgery),failed,pills,tylenol,in-between.,upcoming,Extra-Strength,5-6,in-between,oxycodone.,Diastolic=78,Rate=83,Burton,Systolic=132,Rate=68,decided,Minneapolis,Goose,Lake.,ambulating,Knopp,Claritin,Toprol-XL,facial,postoperatively,calls,update,Schrupp,Hydrocodone-Acetaminophen,"18,",Systolic=112,facilitate,"care,","West,",Iowa.,Rate=98,mucinous,Peri-rectal,adenocarcinoma,Peloquin,Augmentin,XR,Prescription,ran,05/11/10.,surgery-,suppository,rectally,Celebrex,Glucosamine-Chondroitin,Levbid,0.375,Norvasc,Pt,checks,BP,Pentasa,Remicade,1-MG,intravenous.,Every,"04/25/10,",Date/Time=Sep,"8,",Diastolic=80,Rate=61,As,briefly,"Peloquin,",Virginia.,drain,peristomal,Dorn,73,2002.,vbjejrvhet,vbegpxhddy.,Former,1980.,Alprazolam,600-mg,Fluoxetine,(Lopressor),7.,.Zocor,"2,",Systolic=110,"19,",anastomotic,lungs,isolated,lesions.,"meantime,",satisfaction,Certainly,point.,meet,TO-DO,LIST,changed.,Observation,order,needed.,Lorenzo,50.4,Gy,MAID,Propionate,sprays,Loratadine,area.Abdomen:,"Soft,","nontender,",nondistended.General:,"female,",comfortable,Jarvis,Gardendale.,Had,Neoplasia.,Seen,Horton,married,employed,package,day.,Alcohol,consists,use.,deceased,cause.,daughter,alive,"well,",grandchildren,28.,"1,",indicated,December,chair,Rate=85,not;,>50,reflexive,"y.o.,",Haynes,received,preoperative,30s.,according,outside,records,"until,",concerns,arise,happy,York.,Nausea/vomiting.,Dalteparin,[FRAGMIN],(until,2010).,Ibuprofen,twice-a-day,days.,5days,week;,(15,days).,distress.Heart:,minutes;,Dawson,outlet,25-mm,Significant,"dead,",Father,"59,","cancer,",dead,Sister,62.,Maternal,uncle,49.,cousin,paternal,Question,Raymond,obstetrician,"Loretto,","Minnesota,","Additionally,",pounds,9.3),Solitary,(congenital).,Lantus,Nexium,5-FU/leucovorin,18,MRI,integrating,follow,now.,Congenital,single,MRI.,Sullivan,left-hand,become,NovoLog,Rate=107,person,Optimal,local-regional,radiation,followed,shortly,thereafter,active,favor,proceeding,operation,oxaliplatin.,addition,"oxaliplatin,",50-mg/m2,later.,Young-onset,Hollis,generally-healthy,50s.,Younger,70s.,"kg/m2,",BSA=2.37,Rate=12,copy,"5,",Stilwell,Diastolic=76,arranged,staging,films,beginning,chemoradiation.,Ammerman,"Jackson,",needing,Other,agreed,abdominoperineal,resection.,Tse,Systolic=140,Rate=118,collaborating,physician,"Presently,","overall,",dosage,adjustments,withstand,setting.,"though,",medically,Taylor,18331.,always,Norco,help,sleep.,lost,insomnia,hs,Within,breakfast,supper,water,(Monday,Friday),radiation.,2.5-0.025,mg/5,Liquid,Paregoric,2-mg/5,"id=""20111""]","Avastin,","thromboses,",vascular,possible.,long-term,essentially,There,irinotecan-based,"regimens,",radiotherapy,urge,"oncologist,","Hale,",address,white,clear,liquids,sat,97%,Mcgee,doctor,Hyperlipidemia.,Inguinal,repair,Bio-D-Mulsion,Forte,"2,000",unit/drop,Co,Q-10,Crestor,Drenatrophin,PMG,20-mg*,Ferrotate,Junior,100-mg*,Niaspan,750,Penta,Cal,mg*,Terrofood,WelChol,625,Zetia,Zinc,Liver,Chelate,10-mg*,"id=""20115""]",made,47,"Paris,",Michigan.,discontinued,[MYCOSTATIN],"100,000",unit/g,distress.Abdomen:,Toombs,Stapleton,Orondo,mastectomy,Glyburide,Januvia,Metformin,"11,",Systolic=124,cycles.,verbalized,making,Port-A-Cath,placement,acceptable,interventions,Jamesport.,"24,",initiated,date.,"but,",ZOFRAN,ODT,Rate=82,consultation.Extremities:,normal.Mental:,74-year-old,hematochezia,Stopped,Slow,Fe,47.5,(Iron),"therefore,",suggest,"5-FU,",Leucovorin,Jackson,Regimen,lives,"Mayville,",Thrombophilia,lumps,checked,"Overall,",burn.,Nance,off-and-on,change,caliber,size,(I,"uncles,",maternal,"aunt,","50s,",58.,provided,uneventful,course.,"healing,",sample,"possible,",sample.,already,case,extensively,52349,mucus,bloating,50,aunt,"50's,",fatal,diagnosis).,Desc=Saturation,95%.,Saturation,"95%.,",facing,intraoperative,lisinopril,Mccormick,bevacizumab,stated,Benadryl,[BENADRYL],52,g.,"Fish,",[ZOFRAN,ODT],Nausea.,Senna,8.6-50-mg,in-patient/physician,interaction.,anticipate,feet,candidate,closely,Memorial,Hospital.,doppler,ultrasound,sedation,Ciprofloxacin,25-500-mg,Sternberg,fullness,"children,",months.,overweight.Mental:,Oriented,"place,",person.Eyes:,"PERRL,",anicteric.Abdomen:,Hibiclens,soap,incision,completely,"heals,",magnesia,cc,big,8-ounce,diet,here.,chooses,injection,Arizona,State,Clinic.,dismissal,recently-diagnosed,urinating,Macdonald,newly-diagnosed,Ohio,Macon.,proctocolectomy,17,Endocet,occasional,believe,energy,worsening,fevers,"disease,",starting,1985,9,9,1993,small-bowel,Coumadin.,child.,father,71,prostate,73.,B-12,once-a-month.,ML.,Rate=69,Outside,consultation.Skin:,normal.Abdomen:,Morse,polyps,Comorbidities,hyperlipidemia,53.,syncopal,episodes,historically,occurring,ophthalmologist's,office.,accompanying,second,consciousness,came,to.,Osteoarthritis.,Vasovagal,Melanoma,Pravastatin,screening,Systolic=122,Rate=88,Martinez,Christmastime,38-year-old,"cramping,",christmastim,dilated,esophageal,stricture,C-section,two.,"smoker,",Paternal,grandmother,"90s,",Tai,worked-up,Flagyl,C.,difficile,(unknown,type),positive,lead,flexible,lobectomy,C-section.,adriamycin,hepatoblastoma.,"died,","95,",60s,Mirena,mcg/24-hr,IUD,intrauterine,IUD.,Flexible,sigmoidoscopy,weeks.,"Toston,",Santa,Barbara.,old,genetics,"6,",stoma,appointment.,truly,#6,"EKG,",Rodarte,afternoon.,Smith.,"18037,",mammogram,alternating,MRIs,mammograms,2005.,primary),67.,astrocytoma,question,incontinence,except,Monango,gets,Less,tea,brothers,87.,suicide,53,brothers.,22.,stents,arthritis,twice,often,depending,(D3),MaxStr,K-Phos-Neutral,provider,ophthalmologist.,Niacin,Formula,Restasis,C*,"tab,",Constitutional:,nothing,happened.,62,18037.,T4,helpful,permanent,progression,Burnett,Richmond,symptomatic,aggravated,son.,interpreter,Percocet,Avoid,Tramal*,Morales.,Burnett's,scan,notes,delay,overall,want,wait,initiating,recover.,OxyContin,insufficiently,controlling,management.,refilled,interim,doing.,cautioned,concerned,"addiction,",particularly,residual,pain-related,"plan,",Smyrna,Beach.,Beach,progressive,dismissed,goes.,30-mg,inadequately,liquid,supplies,though,cry,depression.,BID,[OXYCONTIN],tid,bid,aware,"of,","""when","time.""",brought,stop,immediate,likelihood,Gomez,25-minute,"discussion,",Gore,depressed,suicidal,mind,remove,verify,DNR,test,little,decrease,problem.,re-discussed,OR,"Toledo,",Ohio.,"Interestingly,",loop,ileostomy,closure,moves,them,16,first-time,myalgias,wake-up,issue.,PAST,SURGICAL,mesh,motor-vehicle,accident,Employment:,college.,15.,chewing,quit.,smoked,cigars,rupture,drank,heavily.,60.,"""fibrosis",52.,accident.,15,stays,busy,afterward,"Post-radiation,",away.,"Ohio,",screen.,lobe.,2.8.,"Subsequently,",interval.,51.,carcinomatosis.,PET,exploratory,laparotomy,assess,heparin,discussion.,"today,",seemed,intention,resect,"that,",Erbitux.,suggested,unclear,Terry,Cameron,Niwot.,cycles,Erbitux,Dexlansoprazole,[DEXILANT],"Cap,",Delayed,Ketoprofen,Nucleo,cmp,forte*,Oxybutynin,[DITROPAN],Start,Cardiovascular,Surgery,elsewhere,Waller,Rate=14,Systolic=92,Rate=50,"3,",soft,keep,informed,toward,indeed,Routine,quarter,completion,recovered.,1-week,Benicar,HCT,instructed,Iowa,area,genetic,predisposition.,Genetic,particular,metanephrines,catecholamines.,Harris,relatively,hemorrhoids.,"vomiting,",Bowel,obstruction,exact,etiology,Bilateral,Laparotomy,smoking,history.,welder,large,intra-abdominal,"sarcoma,",Hodgkin's,family,GI-,32.,10-15,38,Mounds,Blue,Eye.,Loperamide,[IMODIUM],Loose,stool.,Varenicline,[CHANTIX,Rate=110,Martin,winter,led,counselling.,69-yr-old,Prostata*,Diastolic=86,based,Postnasal,provide,defer,personal,ongoing,associated,"70s,",lymphoma,Locher,250-mg.,Cosopt,nostril,por-,Pleasant,"Aaron,",trace,loose,diminished,"PAME,",(all,50).,therapeutic,content,Chemotherapy,consist,Port-a-Cath,hopefully,"CEA,","completion,",Barrett,2004.,"colitis,",Balloon,dilation,Cytology,malignancy.,uterine,"62,",Ammonium,Lactate,Bupropion,HCl,Caltrate-600,Cyanacobalamin,MCG,Estrace,vaginally,Keri,Original,Lotion,Ursodiol,least,elective,Valley,PET/CT-scan,Tolbert,presence,e-mail.,assessment.,(quit,"ago),",social,alcohol.,(late,"COPD,",hemorrhage.,"60s),",Diltiazem,EMLA,saran,wrap,min,intravenous,Neupogen,480,mcg/1.6,i,sub-q,Omega-3,Fatty,Acids,omega-3,fatty,acids,fish,cap,nebulizer,Oxaliplatin,Pegfilgrastim,mg/0.6mL,subcutaneous.,Zocor,smaller,examination.,abnormality,demonstrates,moderately,See,dedicated,Calcified,mediastinal,adenopathy.,Central,venous,recommendation,Avastin,hand-assisted,low-anterior,Harriman,General,rectal.,Underwent,Bradley,Hendricks,ovarian,cyst,20s,Seitz,English,Cleta,Lefebre,mass,detail.,outpatient,Robin,diagnosis,cigarettes,continues,smoke.,HOLD,ASPIRIN,Losartan,Lovastatin,Wright,direct.,"rev=""0002""]",Returning,Stoma,Therapy,performing,volumes,measure,diltiazem,60-mg,lieu,long-acting,diltiazem.,Increase,Update,creatinine;,"dismissal,",Holter,monitor,primary-care,rate,remains,administered,ECG).,Burks,longstanding,83-year-old,fibrillation;,coronary,artery,frequent,(three,morning,systolic,beats,recorded,rates,between,Over,"hours,",minute.,leading,Beta-blocker,250/50,12.5-mg,Desc=02,saturation,Diastolic=100,KY,"Carolina,",below,rib.,while,playing,baseball,discomfort,became,"basis,",becoming,GCGH,arrive,Ortiz's,providers,26,grandfather,Mother,girls,aged,boys,19,19,14,14,2,pre-operative,"evaluation,",findings,"diagnosis,",Bowman,confirmed,form,fully,how,schedule,problematic,midsummer,low-grade,fevers.,Evaluation,ED,included,irritation,Carolina.,"tobacco,","87,",63.,69,plane,crash.,33,Thomason,a-half,cecal,dying,By,37,surveillance,examination,Right,hemicolectomy,laparoscopically.,Dense,adhesions.,deteriorated,Reactive,airways,unrelated,diseases.,70s,54-year-old,hemicolectomy.,Symbicort,160-4.5,"laughable,","appropriate,",spirits,Regarding,"Work,",suburbs,slowly,improved,"Vicodin,",Paroxetine,"Re-Live,",Seroquel,auscultation,percussion.General:,Healthy-looking,female.Rectum:,Not,examined.ENT:,Work,"Rush,",Beginning,"27,",abdomen/pelvis,"""a",circumferential,involving,Negative,hepatic,"disease.""",beer,Lives,mid-50s.,lifetime.,Damron,department,quadrant,elected,affairs,perforated,own,business.,"blood,","mucus,",pack,consumes,alcoholic,SkinMr.,well-appearing,ex-wife.,Reports:,"chest,","abdomen,",great,Como,colorectal,great-grandmother,great-aunt,great-uncle,54.,"T4,","NX,",M0,dictation,final,Great,Mills,FOLFOX-based,stayed,5-FU.,Great-grandfather,80+,Great-grandmother,astrocytoma.,Great-aunt,54,great-aunts,76,O2,Rate=103,arranging,outpatient.,mass.,Ramos,transferred,complaining,"emesis,",resuscitated,progressively,gotten,weaker,basically,"diagnosed,",performance,"is,",recover,heal.,Our,advanced,26.,18,certified,Enoxaparin,[LOVENOX],40-mg/0.4,prevention,DVT.,Esomeprazole,gastritis.,2.5-mg,Reglan,day;,True,"T3,",Nieman,team,members,coordination,Minnesota,"Independence,",relapsed,full-time,20+,"year,","daughter,",22,22,Systolic=116,obstructing,Alexander,"brother,","46,","""many","polyps""",82,"Qatg,",Qatg,78.,"grandmother,","Zctywswbg,",92,44.,cancers,terms,grandparent's,Moving,generation,"back,",fairly,"Johnstown,","Pennsylvania,",Positive,soften,trends.,acne.,Date/Time=Nov,"lymphoma,",Infiltrating,ductal,20,Adenocarcinoma,"colon,",44,Squamous,cell,"tongue,",46,relate,course,random,mistakes,"lifetime,",Cason,47-year-old,today.,Colorado,1983,MOPP,proved,"2008,",resolved.,resume,"child,",ablation,traumatic,fracture,nonsmoker.,lifetim,practice,freeze,eggs.,behavior,diagnosis),Cason',myocardial,infarction.,type-2,46.,initially.,eventually,metastasized,uncles.,Nothing,[NYAMYC],Jones,recently-diagnosed.,general,annual,10.6.,September,demonstrated,5-pound,"days,",CABG,1997.,approximate,25-,Lisinopril-HCTZ,20-25-mg,Prevacid,Triamterene-HCTZ,"16,",Systolic=130,Miguel,lrpay,hewd,bfdxeg,wished,0.5-1,II,research,formulated,evaluated.,59,Rate=65,rhythm.General:,Murphy,Wvklpd-Hscudkou,"Austin,",mother.,"constipation,",improve,"symptoms,",reasonably,asymptomatic,25-year,13,13,"at-home,",2-year-old,5-year-old,21-year-old,daughter.,Current,13.,(ages,2).,5,by.,Jean 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diff --git a/setup.py b/setup.py index 57b3709d..9eea14e4 100644 --- a/setup.py +++ b/setup.py @@ -43,7 +43,7 @@ here = path.abspath(path.dirname(__file__)) # Get the long description from the README file -with open(path.join(here, 'README.rst'), encoding='utf-8') as f: +with open(path.join(here, 'README.md'), encoding='utf-8') as f: long_description = f.read() setup( @@ -52,7 +52,7 @@ # Versions should comply with PEP440. For a discussion on single-sourcing # the version across setup.py and the project code, see # https://packaging.python.org/en/latest/single_source_version.html - version='1.0.0', + version='2.0.2', description='Chrono is a hybrid rule-based and machine learning system that identifies temporal expressions in text and normalizes them into the Semantically Compositional Annotations for Temporal Expressions (SCATE) schema developed by Bethard and Parker. Chrono has emerged as the top performing system for SemEval 2018 Task 6: Parsing Time Normalizations.', long_description=long_description, @@ -102,7 +102,7 @@ # your project is installed. For an analysis of "install_requires" vs pip's # requirements files see: # https://packaging.python.org/en/latest/requirements.html - install_requires=['nltk', 'python-dateutil', 'numpy', 'sklearn'], + install_requires=['nltk', 'python-dateutil', 'numpy', 'sklearn', 'keras', 'tensorflow'], # List additional groups of dependencies here (e.g. development # dependencies). You can install these using the following syntax, diff --git a/xml2ann.py b/xml2ann.py new file mode 100644 index 00000000..4c761dac --- /dev/null +++ b/xml2ann.py @@ -0,0 +1,138 @@ +# Copyright (c) 2018 +# Amy L. Olex, Virginia Commonwealth University +# alolex at vcu.edu +# +# Luke Maffey, Virginia Commonwealth University +# maffeyl at vcu.edu +# +# Nicholas Morton, Virginia Commonwealth University +# nmorton at vcu.edu +# +# Bridget T. McInnes, Virginia Commonwealth University +# btmcinnes at vcu.edu +# +# This file is part of Chrono +# +# Chrono is free software; you can redistribute it and/or +# modify it under the terms of the GNU General Public License +# as published by the Free Software Foundation; either version 3 +# of the License, or (at your option) any later version. +# +# Chrono is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with Chrono; if not, write to +# +# The Free Software Foundation, Inc., +# 59 Temple Place - Suite 330, +# Boston, MA 02111-1307, USA. + +## This program extracts the specified context around each SCATE Entity of a certain type. +## Example Usage: python xml2ann.py -x data/SemEval-OfficialTrain -i results/newswire.list -t data/SemEval-OfficialTrain -o results/entities.ann -f gold + +import argparse +from xml.dom import minidom +import os.path + +if __name__ == "__main__": + + ## Parse input arguments + parser = argparse.ArgumentParser(description='Extract entity information from AnaforaXML Annotation files and the raw text, and convert to ANN formatted files. Note this method only converts the entities and currently does not handle relation extraction.') + parser.add_argument('-x', metavar='xmldir', type=str, help='path to the input directory that holds the annotated XML files (must be named using file ID).', required=True) + parser.add_argument('-i', metavar='filelist', type=str, help='List of document IDs to parse.', required=True) + parser.add_argument('-t', metavar='textfiledir', type=str, help='Path to directory holding the raw text files (must be named using file id).', required=True) + parser.add_argument('-E', metavar='textfileext', type=str, help='Extension of the raw text files. Default is blank for no extension. All text files must have the same extension.', required=False, default="") + parser.add_argument('-o', metavar='outdir', type=str, help='Name of the output file directory to save results to. If blank, will save .ann files to same directory as input files.', required=False, default="") + parser.add_argument('-f', metavar='flag', type=str, help='Must be one of (gold, chrono) to identify correct xml file extension.', required=True) + + args = parser.parse_args() + ## Now we can access each argument as args.i, args.o, args.r + + def getTargetSpansXML(xmlfile): + xmldoc = minidom.parse(xmlfile) + itemlist = xmldoc.getElementsByTagName('entity') + entitylist = [] + for item in itemlist: + eid = item.getElementsByTagName('id')[0].firstChild.data + espan = item.getElementsByTagName('span')[0].firstChild.data + etype = item.getElementsByTagName('type')[0].firstChild.data + eproperties = item.getElementsByTagName('properties') + + if(len(eproperties[0].getElementsByTagName('Number')) == 1): + tmp = eproperties[0].getElementsByTagName('Number')[0].firstChild + if tmp is not None: + enumber = eproperties[0].getElementsByTagName('Number')[0].firstChild.data + else: + enumber = "None" + else: + enumber = "" + + start, end = espan.split(",") + entitylist.append([eid, etype, int(start), int(end), enumber]) + return(entitylist) + + def writeTargetSpansXML(infile, entitylist, outfile): + linestring = open(infile, 'r').read() + term_set = set() + + count = 1 + for entity in entitylist: + start = int(entity[2]) + end = int(entity[3]) + + outfile.write("\nT" + str(count) + "\t" + entity[1] + " " + str(entity[2]) + " " + str(entity[3]) + "\t" + linestring[entity[2]:entity[3]]) + count = count+1 + + +############### Start Main Method ###################### + + + ## Loop over each file in the file list and parse it + #out = open(args.o, 'w') + inputfiles = open(args.i, 'r').read().split("\n") + terms = set() + + + for f in inputfiles: + + if args.o == "": + outfile = args.x + "/" + f + "/" + f + ".ann" + else: + outfile = args.o + "_" + f + ".ann" + + out = open(outfile, 'w') + + ## Open the XML file and parse it + if args.f == "gold": + path = args.x + "/" + f + "/" + f + ".TimeNorm.gold.completed.xml" + else: + path = args.x + "/" + f + "/" + f + ".completed.xml" + + if(os.path.isfile(path)): + myElist = getTargetSpansXML(path) + + ## Pass this information to extract the text segments and write to file + path2 = args.t + "/" + f + "/" + f + if(os.path.isfile(path2)): + writeTargetSpansXML(path2, myElist, out) + + else: + print("Error, can't find file: " + f) + + out.close() + + + + print("Completed!") + + + + + + + + +