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How to use prolog method in autotest

Best Python code snippet using autotest_python

qpro.py

Source:qpro.py

...51    prof=fd+"pro/"+fn52    txtf=dr.trimSuf(path)53    #print(txtf,'->',prof)54    print('GENERATING:',prof+".pro")55    export_to_prolog(txtf,prof)56# interactive dialog57def talk_about(fNameNoSuf,params=params):58  return dialog_about(fNameNoSuf,None,params=params)59def dialog_about(fNameNoSuf,question,params=params) :60  gm=export_to_prolog(fNameNoSuf,params=params)61  if params.show: gm.kshow(params.cloud,file_name="cloud.pdf",show=True)62  if params.summarize :63    print(gm)64  #for x in dr.best_edges(100,gm) : print('BEST EDGE',x)65  B=dr.best_line_graph(32,gm)66  gshow(B,attr="rel")67  prolog = Prolog()68  sink(prolog.query("consult('" + pro() + "')"))69  sink(prolog.query("load('"+fNameNoSuf+"')"))70  qgm=dr.GraphMaker(params=params)71  M = []72  log=[]73  if isinstance(question,list):74    for q in question :75      say(q)76      process_quest(prolog,q, M, gm, qgm, fNameNoSuf,log,params=params)77  elif question :78    say(question)79    print('')80    dialog_step(prolog,question,gm,qgm,fNameNoSuf,log,params=params)81  else :82    while(True) :83      question=input('?-- ')84      if not question : break85      process_quest(prolog,question, M, gm, qgm, fNameNoSuf,log,params=params)86  return process_log(log)87def process_log(log) :88  l=len(log)89  qa_log=dict()90  for i in range(l) :91    ls=[]92    for a in log[i][1] :93      snum=a.split(':')[0]94      ls.append(int(snum))95    qa_log[i]=ls96  return qa_log97def process_quest(prolog,question,M,gm,qgm,fNameNoSuf,log,params=params) :98  question = question + ' '99  if question in M:100    i = M.index(question)101    M.pop(i)102  M.append(question)103  if params.quest_memory>0 : M=M[-params.quest_memory:]104  Q=reversed(M)105  question = ''.join(Q)106  dialog_step(prolog, question, gm, qgm, fNameNoSuf,log,params=params)107# step in a dialog agent based given file and question108def dialog_step(prolog,question,gm,qgm,fNameNoSuf,log,params=params) :109    query_to_prolog(question,gm,qgm,fNameNoSuf,params=params)110    rs=prolog.query("ask('" + fNameNoSuf + "'"  + ",Key)")111    answers=[pair['Key'] for pair in rs]112    log.append((question,answers))113    if not answers: say("Sorry, I have no good answer to that.")114    else :115      for answer in answers :116        say(answer)117        print('')118def sink(generator) :119  for _ in generator : pass120def getNERs(ws):121  from nltk.parse.corenlp import CoreNLPParser122  from textcrafts.corenlp_api import parserURL123  parser = CoreNLPParser(url=parserURL, tagtype='ner')124  ts = parser.tag(ws)125  for t in ts :126    if t[1] !='O' :127      yield t128# sends dependency triples to Prolog, as rececived from Parser129def triples_to_prolog(pref,qgm,f) :130    ctr=0131    for ts in qgm.triples() :132      for x in ts:133        (fr,ft),r,(to,tt)=x134        print(pref+'dep',end='',file=f)135        print((ctr,fr,ft,r,to,tt),end='',file=f)136        print('.',file=f)137      ctr+=1138def sents_to_prolog(pref, qgm, f):139  #s_ws_gen=dr.sent_words(qgm)140  s_ws_gen=enumerate(qgm.words())141  for s_ws in s_ws_gen:142    print(pref + 'sent', end='', file=f)143    print(s_ws, end='', file=f)144    print('.', file=f)145def ners_to_prolog(pref, qgm, f):146  if not params.corenlp :147    return148  #print("GENERATING NERS")149  s_ws_gen=enumerate(qgm.words())150  for s_ws in s_ws_gen:151    s,ws=s_ws152    ners=list(enumerate(getNERs(ws)))153    if ners:154      print(pref + 'ner', end='', file=f)155      print((s,ners), end='', file=f)156      print('.', file=f)157# sends summaries to Prolog158def sums_to_prolog(pref,k,qgm,f) :159    if pref : return160    for sent in qgm.bestSentences(k) :161      print('summary',end='',file=f)162      print(sent,end='',file=f)163      print('.',file=f)164# sends keyphrases to Prolog165def keys_to_prolog(pref,k,qgm,f) :166    if pref : return167    for kw in qgm.bestWords(k) :168      print(pref+"keyword('",end='',file=f)169      print(kw,end="')",file=f)170      print('.',file=f)171# sends edges of the graph to Prolog172def edges_to_prolog(pref,qgm,f) :173    for ek in qgm.edgesInSent() :174      e,k=ek175      a,aa,r,b,bb=e176      e = (k,a,aa,r,b,bb)177      print(pref+'edge',end='',file=f)178      print(e,end='',file=f)179      print('.',file=f)180    if params.show and pref :181      dr.query_edges_to_dot(qgm)182# generic Prolog predicate maker183def facts_to_prolog(pref,name,facts,f) :184  if isinstance(facts,dict) :185    facts=facts.items()186  for fact in facts :187    print(pref+name,end='',file=f)188    print(fact,end='',file=f)189    print('.',file=f)190  print('',file=f)191# sends the computed ranks to Prolog192def ranks_to_prolog(pref,qgm,f) :193    ranks=qgm.pagerank()194    facts_to_prolog(pref, 'rank', ranks, f)195# sends the words to lemmas table to Prolog196def w2l_to_prolog(pref,qgm,f) :197    tuples=qgm.words2lemmas198    for r in tuples :199      print(pref+'w2l',end='',file=f)200      print(r,end='',file=f)201      print('.',file=f)202# sends svo realtions to Prolog203def svo_to_prolog(pref,qgm,f) :204    rs=qgm.bestSVOs(100)205    facts_to_prolog(pref, 'svo', rs, f)206# sends a similarity relation map to Prolog207def sims_to_prolog(pref,gm,qgm,f) :208  #print(qgm.words)209  for qs in qgm.words2lemmas :210    qw,ql,qt=qs211    for cs in gm.words2lemmas :212      cw,cl,ct=cs213      if ql!=cl : # and qt==ct:214        if is_similar(ql,qt,cl,ct):215          print('query_sim',end='',file=f)216          print((ql,qt,cl,ct),end='',file=f)217          print('.',file=f)218# sends a similarity relation map to Prolog219def rels_to_prolog(pref,gm,qgm,f) :220  def sentId(touple) :221    return touple[3]222  pr=gm.pagerank()223  ws=dict()224  rels=set()225  i=0226  for w in pr :227    if dr.isWord(w) :228      ws[w]=i229      i+=1230  for qs in qgm.words2lemmas :231    _,ql,qt=qs232    wn_tag=pos2tag(qt)233    if wn_tag!='n' : continue234    hypers=wn_hyper(3,ql,wn_tag)235    hypos=wn_hypo(3,ql,wn_tag)236    meros=wn_mero(3,ql,wn_tag)237    holos=wn_holo(3,ql,wn_tag)238    for h in hypers :239      if h in ws :240        rels.add((ql,'is_a',h,-ws[h])) # order in ranks = -ws[h]241    for h in hypos :242      if h in ws :243        rels.add((h,'is_a',ql,-ws[h]))244    for h in meros :245      if h in ws :246        rels.add((h,'part_of',ql,-ws[h]))247    for h in holos :248      if h in ws :249        rels.add((ql,'part_of',h,-ws[h]))250  rels=sorted(rels,key=sentId,reverse=True)251  facts_to_prolog(pref,'rel',rels,f)252# exporting to Prolog files needed to answer query253def export_to_prolog(fNameNoSuf,OutF=None,params=params) :254  gm=dr.GraphMaker(params=params)255  gm.load(fNameNoSuf+'.txt')256  if not OutF :257    OutF = fNameNoSuf258  to_prolog('',gm,gm,OutF,params=params)259  return gm260def params_to_prolog(pref,f,params=params) :261  rels=[('quest_memory',params.quest_memory),262        ('max_answers', params.max_answers),263        ('repeat_answers',params.repeat_answers),264        ('personalize',params.personalize),265        ('by_rank', params.by_rank)266        ]267  facts_to_prolog(pref, 'param', rels, f)268def personalize_for_query(gm, qgm, sk, wk):269    query_dict = dr.pers_dict(qgm)270    ranks = gm.rerank(query_dict)271    if params.show: gm.kshow(params.cloud, file_name="quest_cloud.pdf", show=True)272    def ranked(xs):273      # return xs274      for x in xs:275        yield x, ranks.get(x)276    # sents = [(w, r) for (w, r) in ranks if isinstance(w, int)]277    # words = [(w, r) for (w, r) in ranks if isinstance(w, str)]278    sents = ranked([x for (x, _) in gm.bestSentencesByRank(sk)])279    words = ranked(gm.bestWords(wk))280    # print('WORDS',words)281    return (sents, words)282# process a query and send it to Prolog283def query_to_prolog(text,gm,qgm,fNameNoSuf,params=params) :284  qgm.digest(text)285  qfName=fNameNoSuf+'_query'286  to_prolog('query_',gm,qgm,qfName,params=params)287def personalized_to_prolog(pref,gm,qgm,personalize,f) :288  count=personalize289  #print("COUNT",count)290  assert(isinstance(count,int))291  (sents,words) = personalize_for_query(gm,qgm,count,count)292  facts_to_prolog(pref, 'pers_sents', sents, f)293  facts_to_prolog(pref, 'pers_words', words, f)294# sends several fact predicates to Prolog295# small files are used that the pyswip activated Prolog will answer296# the pref='query_' marks file names with query_, while297# the empty prefix pref='' marks realtions describing a document298def to_prolog(pref,gm,qgm,fNameNoSuf,params=params) :299  with open(fNameNoSuf+'.pro','w') as f :300    triples_to_prolog(pref,qgm,f)301    #print(' ',file=f)302    edges_to_prolog(pref,qgm,f)303    print(' ',file=f)304    ranks_to_prolog(pref,qgm,f)305    print(' ',file=f)306    w2l_to_prolog(pref,qgm,f)307    print(' ',file=f)308    sents_to_prolog(pref,qgm,f)309    print(' ',file=f)310    ners_to_prolog(pref, qgm, f)311    print(' ', file=f)312    svo_to_prolog(pref,qgm,f)313    print(' ',file=f)314    if pref : # query only315        #sims_to_prolog(pref,gm,qgm,f)316        rels_to_prolog(pref,gm,qgm,f) # should be after svo!317        if params.personalize>0 :318           personalized_to_prolog(pref,gm,qgm,params.personalize,f)319        params_to_prolog(pref, f,params=params)320    else : # document only321        sums_to_prolog(pref,10,qgm,f)322        print(' ',file=f)323        keys_to_prolog(pref,10,qgm,f)324        print(' ',file=f)325# turns a sequence/generator into a file, one line per item yield326def seq2file(fname,seq) :327  xs=map(str,seq)328  ys=interleave_with('\n','\n',xs)329  text=''.join(ys)330  string2file(fname,text)331# turns a file into a (string) generator yielding each of its lines332def file2seq(fname) :333   with open(fname,'r') as f :334     for l in f : yield l.strip()335# turns a string into given file336def string2file(fname,text) :337  with open(fname,'w') as f :...

main.py

Source:main.py

1import os2import random3import sys4import asyncio5import telepot6from telepot.aio.loop import MessageLoop7from telepot.aio.delegate import pave_event_space, per_chat_id, create_open8from pyswip import Prolog9from keyboard import generateKB, ReplyKeyboardRemove10import replies11from telegram_token import TOKEN12from prolog_convertor import PrologConvertor13class TelegramBot(telepot.aio.helper.ChatHandler):14    def __init__(self, *args, **kwargs):15        super(TelegramBot, self).__init__(*args, **kwargs)16        self.prolog = PrologConvertor()17        self.question_lists = ['meals', 'breads', 'mains', 'veggies', 'sauces', 'topups', 'sides', 'drinks']18        self.counter = 019    def __restart(self):20        self.prolog = PrologConvertor()21        self.counter = 022    async def __updateCounter(self):23        next_question = self.question_lists[self.counter + 1]24        if self.prolog.available_options(next_question):25            self.counter += 126        else:27            self.counter += 228    async def __ask(self, id, bot, question):29        if question == 'meals':30            meals = self.prolog.selectable_input_options(question)31            await bot.sendMessage(32                id, 33                replies.getWelcome(34                    meal_options=meals, 35                    restart=False36                ),37                reply_markup=generateKB(meals)38            )39        elif question == 'breads':40            breads = self.prolog.selectable_input_options(question)41            await bot.sendMessage(42                id, 43                replies.getAskBreads(bread_options=breads),44                reply_markup=generateKB(breads)45            )46        elif question == 'mains':47            mains = self.prolog.selectable_input_options(question)48            await bot.sendMessage(49                id, 50                replies.getAskMains(main_options=mains),51                reply_markup=generateKB(mains)52            )53        elif question == 'veggies':54            veggies = self.prolog.selectable_input_options(question)55            await bot.sendMessage(56                id, 57                replies.getAskVeggies(veggie_options=veggies),58                reply_markup=generateKB(veggies, add_skip=True)59            )60        elif question == 'sauces':61            sauces = self.prolog.selectable_input_options(question)62            63            await bot.sendMessage(64                id, 65                replies.getAskSauces(sauce_options=sauces),66                reply_markup=generateKB(sauces, add_skip=True)67            )68        elif question == 'topups':69            topups = self.prolog.selectable_input_options(question)70            await bot.sendMessage(71                id, 72                replies.getAskTopups(topup_options=topups),73                reply_markup=generateKB(topups, add_skip=True)74            )75        elif question == 'sides':76            sides = self.prolog.selectable_input_options(question)77            await bot.sendMessage(78                id, 79                replies.getAskSides(side_options=sides),80                reply_markup=generateKB(sides, add_skip=True)81            )82        elif question == 'drinks':83            drinks = self.prolog.selectable_input_options(question)84            await bot.sendMessage(85                id, 86                replies.getAskDrinks(drink_options=drinks),87                reply_markup=generateKB(drinks)88            )89        else:90            await bot.sendMessage(91                id, 92                replies.getOrderSummary(93                    meals=self.prolog.selected_options("meals"),94                    breads=self.prolog.selected_options("breads"), 95                    mains=self.prolog.selected_options("mains"), 96                    veggies=self.prolog.selected_options("veggies"), 97                    sauces=self.prolog.selected_options("sauces"), 98                    topups=self.prolog.selected_options("topups"), 99                    sides=self.prolog.selected_options("sides"),100                    drinks=self.prolog.selected_options("drinks")101                ),102                reply_markup=ReplyKeyboardRemove(),103                parse_mode='HTML'104            )105            await bot.sendMessage(106                id, "Preping for your meal... It will be ready soon..."107            )108            await bot.sendDocument(109                id, document=open('images/order_completed.gif', 'rb')110            )111            await bot.sendMessage(112                id, "Enjoy!"113            )114            await bot.sendMessage(115                id, "Want to start a new order? Click /restart"116            )117    async def on_chat_message(self, msg):118        _, _, id = telepot.glance(msg)119        if msg['text'] == '/start':120            self.__restart()121            await self.__ask(id, bot, self.question_lists[self.counter])122        elif msg['text'] == '/restart':123            self.__restart()124            meals = self.prolog.available_options("meals")125            126            await bot.sendMessage(127                id, 128                replies.getWelcome(129                    meal_options=meals, 130                    restart=True131                ),132                reply_markup=generateKB(meals)133            )134        else:135            user_input = msg['text'].lower().replace(" ", "_")136            if user_input not in self.prolog.all_options("drinks"):137                if "skip" in user_input:138                    await self.__updateCounter()139                140                elif user_input in self.prolog.all_options("meals"):141                    self.prolog.add_meal(user_input)142                    await self.__updateCounter()143                elif user_input in self.prolog.all_options("breads"):144                    self.prolog.add_bread(user_input)145                    await self.__updateCounter()146                elif user_input in self.prolog.all_options("mains"):147                    self.prolog.add_main(user_input)148                    await self.__updateCounter()149                elif user_input in self.prolog.all_options("veggies"):150                    self.prolog.add_veggie(user_input)151                    152                    if not self.prolog.selectable_input_options("veggies"):153                        await self.__updateCounter()154                        155                elif user_input in self.prolog.all_options("topups"):156                    self.prolog.add_topup(user_input)157                    if not self.prolog.selectable_input_options("topups"):158                        await self.__updateCounter()159                160                elif user_input in self.prolog.all_options("sauces"):161                    self.prolog.add_sauce(user_input)162                    if not self.prolog.selectable_input_options("sauces"):163                        await self.__updateCounter()164                        165                elif user_input in self.prolog.all_options("sides"):166                    self.prolog.add_side(user_input)167                    if not self.prolog.selectable_input_options("sides"):168                        await self.__updateCounter()169                        170                await self.__ask(id, bot, self.question_lists[self.counter])171            else:172                self.prolog.add_drink(user_input)173                await self.__ask(id, bot, None)174bot = telepot.aio.DelegatorBot(TOKEN, [175    pave_event_space()(176        per_chat_id(), create_open, TelegramBot, timeout=500),177])178loop = asyncio.get_event_loop()179loop.create_task(MessageLoop(bot).run_forever())180print('Listening...')...

prolog_convert.py

Source:prolog_convert.py

1from pyswip import Prolog, prolog2PROLOG_FILENAME = "prolog_code.pl"3class PrologConvertor():4  def __init__(self):5    self.prolog = Prolog()6    self.prolog.consult(PROLOG_FILENAME)7    self.__retractall()8  def __retractall(self):9    self.prolog.retractall("selected_meals(X)")10    self.prolog.retractall("selected_breads(X)")11    self.prolog.retractall("selected_mains(X)")12    self.prolog.retractall("selected_veggies(X)")13    self.prolog.retractall("selected_sauces(X)")14    self.prolog.retractall("selected_topups(X)")15    self.prolog.retractall("selected_sides(X)")16    self.prolog.retractall("selected_drinks(X)")17  def all_options(self, category):18    res = list(self.prolog.query("all_options({}, X)".format(category)))[0]["X"]19    return self.convert_res_to_list(res)20  def available_options(self, category):21    res = list(self.prolog.query("available_options({}, X)".format(category)))22    return res if res == [] else self.convert_res_to_list(res[0]["X"])23  def selected_options(self, category):24    res = list(self.prolog.query("selected_options({}, X)".format(category)))25    return res if res == [] else self.convert_res_to_list(res[0]["X"])26  def selectable_input_options(self, category):27    return list(set(self.available_options(category)) - set(self.selected_options(category)))28  def add_meal(self, X):29    self.prolog.assertz("selected_meals({})".format(X))30  def add_bread(self, X):31    self.prolog.assertz("selected_breads({})".format(X))32  def add_main(self, X):33    self.prolog.assertz("selected_mains({})".format(X))34  def add_veggie(self, X):35    self.prolog.assertz("selected_veggies({})".format(X))36  37  def add_topup(self, X):38    self.prolog.assertz("selected_topups({})".format(X))39  def add_sauce(self, X):40    self.prolog.assertz("selected_sauces({})".format(X))41  def add_side(self, X):42    self.prolog.assertz("selected_sides({})".format(X))43  def add_drink(self, X):44    self.prolog.assertz("selected_drinks({})".format(X))45  def convert_res_to_list(self, res):46    counter = 047    result = []48    while (counter < len(res)):49      result.append(res[counter].value)50      counter += 1...

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