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How to use iterkeys method in pyresttest
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german_entropy_values.py
Source:german_entropy_values.py 
1import sys 23lex = {}4typelex = {}5tokenlex = {}6'''7#Use for fake lexicons -- edit out other file opening#8import random 910with open('real_German_lexfreq.txt') as f:11 for line in f:12 tok = line.split()13 lex[tok[0]] = tok[1]14 1516#Values for German: Fem = 8452 obs ; Masc = 6603 obs ; Neut = 3392 obs17import random18keys = list(lex.keys())19random.shuffle(keys)20#keys = keys[:8452]21#keys = keys[:6603]22keys = keys[:3392]2324for key in keys:25 if key not in tokenlex:26 tokenlex[key] = lex[key]27 else:28 tokenlex[key] += lex[key]29 30typelex = {key: 1 for key in tokenlex}31'''3233print("Type Analysis\n")34'''35with open('real_Gerlex_Fem.txt') as f:36 for line in f:37 tok = line.split()38 typelex[tok[0]] = 139'''40'''41with open('real_Gerlex_Masc.txt') as f:42 for line in f:43 tok = line.split()44 typelex[tok[0]] = 145'''46with open('real_Gerlex_Neut.txt') as f:47 for line in f:48 tok = line.split()49 typelex[tok[0]] = 150515253#entropy code54import math5556def eta(data, unit='natural'):57 base = {58 'shannon' : 2.,59 'natural' : math.exp(1),60 'hartley' : 10.61 }6263 if len(data) <= 1:64 return 065 ent = 066 probs = [float(c) / sum(data.values()) for c in data.values()]67 for p in probs:68 if p > 0.:69 ent -= p * math.log(p, base[unit])7071 return ent72 73unarytypelex = typelex.copy()74bigramtypelex = typelex.copy()75trigramtypelex = typelex.copy()7677typelex = {k:float(v) for k, v in typelex.items()}7879#unigrams 80iterkeys = list(unarytypelex.keys()) 81for oldkey in iterkeys:82 newkey = oldkey[:1]83 if newkey not in unarytypelex:84 unarytypelex[newkey] = unarytypelex[oldkey]85 else:86 unarytypelex[newkey] += unarytypelex[oldkey]87 del unarytypelex[oldkey]88 89#bigrams90iterkeys = list(bigramtypelex.keys()) 91for oldkey in iterkeys:92 newkey = oldkey[:2]93 if newkey not in bigramtypelex:94 bigramtypelex[newkey] = bigramtypelex[oldkey]95 else:96 bigramtypelex[newkey] += bigramtypelex[oldkey]97 del bigramtypelex[oldkey]9899100#trigrams101iterkeys = list(trigramtypelex.keys()) 102103for oldkey in iterkeys:104 newkey = oldkey[:3]105 if newkey not in trigramtypelex:106 trigramtypelex[newkey] = trigramtypelex[oldkey]107 else:108 trigramtypelex[newkey] += trigramtypelex[oldkey]109 del trigramtypelex[oldkey]110111112#print("The values for the real fem German lexicon are...")113#print("The values for the real masc German lexicon are...")114print("The values for the real neut German lexicon are...")115#print("The values for the fake fem German lexicon are...")116#print("The values for the fake masc German lexicon are...")117#print("The values for the fake neut German lexicon are...")118119print(len(unarytypelex))120print(len(bigramtypelex))121print(len(trigramtypelex))122print(eta(unarytypelex))123print(eta(bigramtypelex))124print(eta(trigramtypelex))125126127####start analysis of final segments####128129unarytypefinal = typelex.copy()130bigramtypefinal = typelex.copy()131trigramtypefinal = typelex.copy()132133typelex = {k:int(v) for k, v in typelex.items()}134135#unigrams 136iterkeys = list(unarytypefinal.keys()) 137for oldkey in iterkeys:138 newkey = oldkey[-1]139 if newkey not in unarytypefinal:140 unarytypefinal[newkey] = unarytypefinal[oldkey]141 else:142 unarytypefinal[newkey] += unarytypefinal[oldkey]143 del unarytypefinal[oldkey]144 145#bigrams146iterkeys = list(bigramtypefinal.keys()) 147for oldkey in iterkeys:148 newkey = oldkey[-2:]149 if newkey not in bigramtypefinal:150 bigramtypefinal[newkey] = bigramtypefinal[oldkey]151 else:152 bigramtypefinal[newkey] += bigramtypefinal[oldkey]153 del bigramtypefinal[oldkey]154155#trigrams156iterkeys = list(trigramtypefinal.keys()) 157158for oldkey in iterkeys:159 newkey = oldkey[-3:]160 if newkey not in trigramtypefinal:161 trigramtypefinal[newkey] = trigramtypefinal[oldkey]162 else:163 trigramtypefinal[newkey] += trigramtypefinal[oldkey]164 del trigramtypefinal[oldkey]165166167#print("The values for the final segments in real fem German lexicon are...")168#print("The values for the final segments in real masc German lexicon are...")169print("The values for the final segments in real neut German lexicon are...")170#print("The values for the final segments in fake fem German lexicon are...")171#print("The values for the final segments in fake masc German lexicon are...")172#print("The values for the final segments infake neut German lexicon are...")173174print(len(unarytypefinal))175print(len(bigramtypefinal))176print(len(trigramtypefinal))177print(eta(unarytypefinal))178print(eta(bigramtypefinal))179print(eta(trigramtypefinal))180181print("\n")182print("Token analysis\n")183'''184with open('real_Gerlex_Femfreq.txt') as f:185 for line in f:186 tok = line.split()187 tokenlex[tok[1]] = tok[0]188'''189'''190with open('real_Gerlex_Mascfreq.txt') as f:191 for line in f:192 tok = line.split()193 tokenlex[tok[1]] = tok[0]194'''195196with open('real_Gerlex_Neutfreq.txt') as f:197 for line in f:198 tok = line.split()199 tokenlex[tok[1]] = tok[0]200201202203tokenlex = {k:float(v) for k, v in tokenlex.items()}204205unarytokenlex = tokenlex.copy()206bigramtokenlex = tokenlex.copy()207trigramtokenlex = tokenlex.copy()208209#unigrams 210iterkeys = list(unarytokenlex.keys()) 211for oldkey in iterkeys:212 newkey = oldkey[:1]213 if newkey not in unarytokenlex:214 unarytokenlex[newkey] = unarytokenlex[oldkey]215 else:216 unarytokenlex[newkey] += unarytokenlex[oldkey]217 del unarytokenlex[oldkey]218 219#bigrams220iterkeys = list(bigramtokenlex.keys()) 221for oldkey in iterkeys:222 newkey = oldkey[:2]223 if newkey not in bigramtokenlex:224 bigramtokenlex[newkey] = bigramtokenlex[oldkey]225 else:226 bigramtokenlex[newkey] += bigramtokenlex[oldkey]227 del bigramtokenlex[oldkey]228229230#trigrams231iterkeys = list(trigramtokenlex.keys()) 232233for oldkey in iterkeys:234 newkey = oldkey[:3]235 if newkey not in trigramtokenlex:236 trigramtokenlex[newkey] = trigramtokenlex[oldkey]237 else:238 trigramtokenlex[newkey] += trigramtokenlex[oldkey]239 del trigramtokenlex[oldkey]240241#print("The values for initial segments in the fem German lexicon are...")242#print("The values for initial segments in the real masc German lexicon are...")243print("The values for initial segments in the real neut German lexicon are...")244#print("The values for initial segments in the fake fem German lexicon are...")245#print("The values for initial segments in the fake masc German lexicon are...")246#print("The values for initial segments in the fake neut German lexicon are...")247248print(len(unarytokenlex))249print(len(bigramtokenlex))250print(len(trigramtokenlex))251print(eta(unarytokenlex))252print(eta(bigramtokenlex))253print(eta(trigramtokenlex))254255256#final segment analysis#257unarytokenfinal = tokenlex.copy()258bigramtokenfinal = tokenlex.copy()259trigramtokenfinal = tokenlex.copy()260261#final unary262iterkeys = list(unarytokenfinal.keys()) 263for oldkey in iterkeys:264 newkey = oldkey[-1]265 if newkey not in unarytokenfinal:266 unarytokenfinal[newkey] = unarytokenfinal[oldkey]267 else:268 unarytokenfinal[newkey] += unarytokenfinal[oldkey]269 del unarytokenfinal[oldkey]270 271#final bigrams272iterkeys = list(bigramtokenfinal.keys()) 273for oldkey in iterkeys:274 newkey = oldkey[-2:]275 if newkey not in bigramtokenfinal:276 bigramtokenfinal[newkey] = bigramtokenfinal[oldkey]277 else:278 bigramtokenfinal[newkey] += bigramtokenfinal[oldkey]279 del bigramtokenfinal[oldkey]280281#final trigrams282iterkeys = list(trigramtokenfinal.keys()) 283284for oldkey in iterkeys:285 newkey = oldkey[-3:]286 if newkey not in trigramtokenfinal:287 trigramtokenfinal[newkey] = trigramtokenfinal[oldkey]288 else:289 trigramtokenfinal[newkey] += trigramtokenfinal[oldkey]290 del trigramtokenfinal[oldkey]291292#print("The values for the final segments in the real fem German lexicon are...")293#print("The values for the final segments in the real masc German lexicon are...")294print("The values for the final segments in the real neut German lexicon are...")295#print("The values for the final segments in the fake fem German lexicon are...")296#print("The values for the final segments in the fake masc German lexicon are...")297#print("The values for the final segments in the fake neut German lexicon are...")298299print(len(unarytokenfinal))300print(len(bigramtokenfinal))301print(len(trigramtokenfinal))302print(eta(unarytokenfinal))303print(eta(bigramtokenfinal))304print(eta(trigramtokenfinal))305306307x = [len(unarytypelex), len(bigramtypelex), len(trigramtypelex), eta(unarytypelex), eta(bigramtypelex), eta(trigramtypelex), len(unarytypefinal), len(bigramtypefinal), len(trigramtypefinal), eta(unarytypefinal), eta(bigramtypefinal), eta(trigramtypefinal), len(unarytokenlex), len(bigramtokenlex), len(trigramtokenlex), eta(unarytokenlex), eta(bigramtokenlex), eta(trigramtokenlex), len(unarytokenfinal), len(bigramtokenfinal), len(trigramtokenfinal), eta(unarytokenfinal), eta(bigramtokenfinal), eta(trigramtokenfinal)]308x = ';'.join([str(x)])309print(x)310'''311with open('german_fake_neut_values.txt', 'a') as file:312 file.write(x + '\n')313314#bash code: for n in {1..2000}; do python german_entropy_values.py; done315'''
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french_entropy_values.py
Source:french_entropy_values.py
1import random 2lex = {}3typelex = {}4tokenlex = {}56'''7with open('real_FR_lexfreq.txt') as f:8 for line in f:9 tok = line.split()10 lex[tok[0]] = tok[1]111213#Values for French: Fem = 7572 obs; Masc = 10076 obs 14keys = list(lex.keys())15random.shuffle(keys)16#keys = keys[:7572]17keys = keys[:10076]1819for key in keys:20 if key not in tokenlex:21 tokenlex[key] = lex[key]22 else:23 tokenlex[key] += lex[key]2425typelex = {key:1 for key in tokenlex}26'''27print("Type Analysis")2829'''30with open('real_FRlex_Masc.txt') as f:31 for line in f:32 tok = line.split()33 typelex[tok[0]] = 13435'''36with open('real_FRlex_Fem.txt') as f:37 for line in f:38 tok = line.split()39 typelex[tok[0]] = 1404142#entropy code43import math4445def eta(data, unit='natural'):46 base = {47 'shannon' : 2.,48 'natural' : math.exp(1),49 'hartley' : 10.50 }5152 if len(data) <= 1:53 return 054 ent = 055 probs = [float(c) / sum(data.values()) for c in data.values()]56 for p in probs:57 if p > 0.:58 ent -= p * math.log(p, base[unit])5960 return ent61 62unarytypelex = typelex.copy()63bigramtypelex = typelex.copy()64trigramtypelex = typelex.copy()6566typelex = {k:float(v) for k, v in typelex.items()}6768#unigrams 69iterkeys = list(unarytypelex.keys()) 70for oldkey in iterkeys:71 newkey = oldkey[:1]72 if newkey not in unarytypelex:73 unarytypelex[newkey] = unarytypelex[oldkey]74 else:75 unarytypelex[newkey] += unarytypelex[oldkey]76 del unarytypelex[oldkey]77 78#bigrams79iterkeys = list(bigramtypelex.keys()) 80for oldkey in iterkeys:81 newkey = oldkey[:2]82 if newkey not in bigramtypelex:83 bigramtypelex[newkey] = bigramtypelex[oldkey]84 else:85 bigramtypelex[newkey] += bigramtypelex[oldkey]86 del bigramtypelex[oldkey]878889#trigrams90iterkeys = list(trigramtypelex.keys()) 9192for oldkey in iterkeys:93 newkey = oldkey[:3]94 if newkey not in trigramtypelex:95 trigramtypelex[newkey] = trigramtypelex[oldkey]96 else:97 trigramtypelex[newkey] += trigramtypelex[oldkey]98 del trigramtypelex[oldkey]99100#print("The values for the real masc French lexicon are...")101print("The values for the real fem French lexicon are...")102#print("The values for the fake fem French lexicon are...")103#print("The values for the fake masc French lexicon are...")104105106print(len(unarytypelex))107print(len(bigramtypelex))108print(len(trigramtypelex))109print(eta(unarytypelex))110print(eta(bigramtypelex))111print(eta(trigramtypelex))112113114####start analysis of final segments####115116unarytypefinal = typelex.copy()117bigramtypefinal = typelex.copy()118trigramtypefinal = typelex.copy()119120typelex = {k:int(v) for k, v in typelex.items()}121122#unigrams 123iterkeys = list(unarytypefinal.keys()) 124for oldkey in iterkeys:125 newkey = oldkey[-1]126 if newkey not in unarytypefinal:127 unarytypefinal[newkey] = unarytypefinal[oldkey]128 else:129 unarytypefinal[newkey] += unarytypefinal[oldkey]130 del unarytypefinal[oldkey]131 132#bigrams133iterkeys = list(bigramtypefinal.keys()) 134for oldkey in iterkeys:135 newkey = oldkey[-2:]136 if newkey not in bigramtypefinal:137 bigramtypefinal[newkey] = bigramtypefinal[oldkey]138 else:139 bigramtypefinal[newkey] += bigramtypefinal[oldkey]140 del bigramtypefinal[oldkey]141142#trigrams143iterkeys = list(trigramtypefinal.keys()) 144145for oldkey in iterkeys:146 newkey = oldkey[-3:]147 if newkey not in trigramtypefinal:148 trigramtypefinal[newkey] = trigramtypefinal[oldkey]149 else:150 trigramtypefinal[newkey] += trigramtypefinal[oldkey]151 del trigramtypefinal[oldkey]152153#print("The values for the final segments in real masc French lexicon are...")154print("The values for the final segments in real fem French lexicon are...")155#print("The values for the final segments in fake fem French lexicon are...")156#print("The values for the final segments in fake masc French lexicon are...")157158159print(len(unarytypefinal))160print(len(bigramtypefinal))161print(len(trigramtypefinal))162print(eta(unarytypefinal))163print(eta(bigramtypefinal))164print(eta(trigramtypefinal))165166'''167with open('real_FRlex_Mascfreq.txt') as f:168 for line in f:169 tok = line.split()170 tokenlex[tok[0]] = tok[1]171 172'''173with open('real_FRlex_Femfreq.txt') as f:174 for line in f:175 tok = line.split()176 tokenlex[tok[0]] = tok[1]177178print("Token Analysis")179180tokenlex = {k:float(v) for k, v in tokenlex.items()}181182unarytokenlex = tokenlex.copy()183bigramtokenlex = tokenlex.copy()184trigramtokenlex = tokenlex.copy()185186#unigrams 187iterkeys = list(unarytokenlex.keys()) 188for oldkey in iterkeys:189 newkey = oldkey[:1]190 if newkey not in unarytokenlex:191 unarytokenlex[newkey] = unarytokenlex[oldkey]192 else:193 unarytokenlex[newkey] += unarytokenlex[oldkey]194 del unarytokenlex[oldkey]195 196#bigrams197iterkeys = list(bigramtokenlex.keys()) 198for oldkey in iterkeys:199 newkey = oldkey[:2]200 if newkey not in bigramtokenlex:201 bigramtokenlex[newkey] = bigramtokenlex[oldkey]202 else:203 bigramtokenlex[newkey] += bigramtokenlex[oldkey]204 del bigramtokenlex[oldkey]205206207#trigrams208iterkeys = list(trigramtokenlex.keys()) 209210for oldkey in iterkeys:211 newkey = oldkey[:3]212 if newkey not in trigramtokenlex:213 trigramtokenlex[newkey] = trigramtokenlex[oldkey]214 else:215 trigramtokenlex[newkey] += trigramtokenlex[oldkey]216 del trigramtokenlex[oldkey]217218 219#print("The values for initial segments in the real masc French lexicon are...")220print("The values for initial segments in the real fem French lexicon are...")221#print("The values for initial segments in the fake fem French lexicon are...")222#print("The values forinitial segments in the fake masc French lexicon are...")223224225print(len(unarytokenlex))226print(len(bigramtokenlex))227print(len(trigramtokenlex))228print(eta(unarytokenlex))229print(eta(bigramtokenlex))230print(eta(trigramtokenlex))231232233#final segment analysis#234unarytokenfinal = tokenlex.copy()235bigramtokenfinal = tokenlex.copy()236trigramtokenfinal = tokenlex.copy()237238#final unary239iterkeys = list(unarytokenfinal.keys()) 240for oldkey in iterkeys:241 newkey = oldkey[-1]242 if newkey not in unarytokenfinal:243 unarytokenfinal[newkey] = unarytokenfinal[oldkey]244 else:245 unarytokenfinal[newkey] += unarytokenfinal[oldkey]246 del unarytokenfinal[oldkey]247 248#final bigrams249iterkeys = list(bigramtokenfinal.keys()) 250for oldkey in iterkeys:251 newkey = oldkey[-2:]252 if newkey not in bigramtokenfinal:253 bigramtokenfinal[newkey] = bigramtokenfinal[oldkey]254 else:255 bigramtokenfinal[newkey] += bigramtokenfinal[oldkey]256 del bigramtokenfinal[oldkey]257258#final trigrams259iterkeys = list(trigramtokenfinal.keys()) 260261for oldkey in iterkeys:262 newkey = oldkey[-3:]263 if newkey not in trigramtokenfinal:264 trigramtokenfinal[newkey] = trigramtokenfinal[oldkey]265 else:266 trigramtokenfinal[newkey] += trigramtokenfinal[oldkey]267 del trigramtokenfinal[oldkey]268#print("The values for the final segments in the real masc French lexicon are...")269print("The values for the final segments in the real fem French lexicon are...")270#print("The values for the final segments in the fake fem French lexicon are...")271#print("The values for the final segments in the fake masc French lexicon are...")272273print(len(unarytokenfinal))274print(len(bigramtokenfinal))275print(len(trigramtokenfinal))276print(eta(unarytokenfinal))277print(eta(bigramtokenfinal))278print(eta(trigramtokenfinal))279280281x = [len(unarytypelex), len(bigramtypelex), len(trigramtypelex), eta(unarytypelex), eta(bigramtypelex), eta(trigramtypelex), len(unarytypefinal), len(bigramtypefinal), len(trigramtypefinal), eta(unarytypefinal), eta(bigramtypefinal), eta(trigramtypefinal), len(unarytokenlex), len(bigramtokenlex), len(trigramtokenlex), eta(unarytokenlex), eta(bigramtokenlex), eta(trigramtokenlex), len(unarytokenfinal), len(bigramtokenfinal), len(trigramtokenfinal), eta(unarytokenfinal), eta(bigramtokenfinal), eta(trigramtokenfinal)]282283x = ';'.join([str(x)])284285print(x)286'''287with open('french_fake_masc_values.txt', 'a') as file:288 file.write(x + '\n')289290#bash code: for n in {1..2000}; do python french_entropy_values.py; done291'''292293294
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nmsetting_gsm.py
Source:nmsetting_gsm.py
...26 NMSetting.__init__(self)27 self.name = "gsm"28 @property 29 def number(self):30 if "number" in self.prop_dict.iterkeys():31 return TypeConvert.dbus2py(self.prop_dict["number"])32 @number.setter33 def number(self, new_number):34 self.prop_dict["number"] = TypeConvert.py2_dbus_string(new_number)35 @number.deleter36 def number(self):37 if "number" in self.prop_dict.iterkeys():38 del self.prop_dict["number"]39 @property40 def username(self):41 if "username" in self.prop_dict.iterkeys():42 return TypeConvert.dbus2py(self.prop_dict["username"])43 @username.setter44 def username(self, new_user_name):45 self.prop_dict["username"] = TypeConvert.py2_dbus_string(new_user_name)46 47 @username.deleter48 def username(self):49 if "username" in self.prop_dict.iterkeys():50 del self.prop_dict["username"]51 @property52 def password(self):53 if "password" in self.prop_dict.iterkeys():54 return TypeConvert.dbus2py(self.prop_dict["password"])55 @password.setter56 def password(self, new_password):57 self.prop_dict["password"] = TypeConvert.py2_dbus_string(new_password)58 @password.deleter59 def password(self):60 if "password" in self.prop_dict.iterkeys():61 del self.prop_dict["password"]62 @property63 def password_flags(self):64 if "password-flags" in self.prop_dict.iterkeys():65 return self.prop_dict["password-flags"]66 @password_flags.setter67 def password_flags(self, new_password_flags):68 self.prop_dict["password-flags"] = TypeConvert.py2_dbus_uint32(new_password_flags)69 @password_flags.deleter70 def password_flags(self):71 if "password-flags" in self.prop_dict.iterkeys():72 del self.prop_dict["password-flags"]73 @property74 def apn(self):75 if "apn" in self.prop_dict.iterkeys():76 return TypeConvert.dbus2py(self.prop_dict["apn"])77 @apn.setter78 def apn(self, new_apn):79 self.prop_dict["apn"] = TypeConvert.py2_dbus_string(new_apn)80 @apn.deleter81 def apn(self):82 if "apn" in self.prop_dict.iterkeys():83 del self.prop_dict["apn"]84 @property85 def network_id(self):86 if "network-id" in self.prop_dict.iterkeys():87 return TypeConvert.dbus2py(self.prop_dict["network-id"])88 @network_id.setter89 def network_id(self, new_network_id):90 self.prop_dict["network-id"] = TypeConvert.py2_dbus_string(new_network_id)91 @network_id.deleter92 def network_id(self):93 if "network-id" in self.prop_dict.iterkeys():94 del self.prop_dict["network-id"]95 @property96 def network_type(self):97 if "network-type" in self.prop_dict.iterkeys():98 return TypeConvert.dbus2py(self.prop_dict["network-type"])99 @network_type.setter100 def network_type(self, new_network_type):101 self.prop_dict["network-type"] = TypeConvert.py2_dbus_uint32(new_network_type)102 @network_type.deleter103 def network_type(self):104 if "network-type" in self.prop_dict.iterkeys():105 del self.prop_dict["network-type"]106 @property107 def allowed_bands(self):108 if "allowed-bands" in self.prop_dict.iterkeys():109 return TypeConvert.dbus2py(self.prop_dict["allowed-bands"])110 @allowed_bands.setter111 def allowed_bands(self, new_allowed_bands):112 self.prop_dict["allowed-bands"] = TypeConvert.py2_dbus_uint32(new_allowed_bands)113 @allowed_bands.deleter114 def allowed_bands(self):115 if "allowed-bands" in self.prop_dict.iterkeys():116 del self.prop_dict["allowed-bands"]117 @property118 def pin(self):119 if "pin" in self.prop_dict.iterkeys():120 return TypeConvert.dbus2py(self.prop_dict["pin"])121 @pin.setter122 def pin(self, new_pin):123 self.prop_dict["pin"] = TypeConvert.py2_dbus_string(new_pin)124 @pin.deleter125 def pin(self):126 if "pin" in self.prop_dict.iterkeys():127 del self.prop_dict["pin"]128 @property129 def pin_flags(self):130 if "pin-flags" in self.prop_dict.iterkeys():131 return TypeConvert.dbus2py(self.prop_dict["pin-flags"])132 @pin_flags.setter133 def pin_flags(self, new_pin_flags):134 self.prop_dict["pin-flags"] = TypeConvert.py2_dbus_uint32(new_pin_flags)135 @pin_flags.deleter136 def pin_flags(self):137 if "pin-flags" in self.prop_dict.iterkeys():138 del self.prop_dict["pin-flags"]139 @property140 def home_only(self):141 if "home-only" in self.prop_dict.iterkeys():142 return TypeConvert.dbus2py(self.prop_dict["home-only"])143 @home_only.setter144 def home_only(self, new_home_only):145 self.prop_dict["home-only"] = TypeConvert.py2_dbus_boolean(new_home_only)146 @home_only.deleter147 def home_only(self):148 if "home-only" in self.prop_dict.iterkeys():149 del self.prop_dict["home-only"]150if __name__ == "__main__":...
trigram.py
Source:trigram.py
...18 elif list[1] == '3-GRAM':19 trigram_count.setdefault(list[4], {})[list[2], list[3]] = int(list[0])20 except:21 pass22 for word in tag_word_count.iterkeys():23 for tag in tag_word_count[word].iterkeys():24 emission_rate.setdefault(word, {})[tag] = tag_word_count[word][tag] / tag_count[tag]25 #emission_rate.setdefault('**',{})['**'] = 126 #emission_rate.setdefault('STOP',{})['STOP'] = 127 for trigram in trigram_count.iterkeys():28 for bi in trigram_count[trigram].iterkeys():29 q_rate.setdefault(trigram, {})[bi] = trigram_count[trigram][bi] / bigram_count[bi]30 return emission_rate, q_rate31def sentences(test_file):32 sentence = []33 for line in test_file:34 if line != '\n':35 sentence.append(line[:-1])36 else:37 if len(sentence) > 0:38 yield sentence39 sentence = []40 yield line41 if len(sentence) > 0:42 yield sentence43if __name__ == "__main__":44 try:45 dev_file = file('gene.test',"r")46 count_file = file('gene.counts',"r")47 except IOError:48 sys.stderr.write("ERROR: Cannot read inputfile.\n")49 sys.exit(1)50 emission_rate,q_rate = count_tag_and_word(count_file)51 write_lines = []52 for sentence in sentences(dev_file):53 if sentence == '\n':54 write_lines.append('\n')55 continue56 length = len(sentence)57 pi = {}58 pi.setdefault(0, {})['*','*'] = 1,None59 s = [None for i in range(len(sentence))]60 for v in emission_rate.get(sentence[0], emission_rate['_RARE_']).iterkeys():61 rate = pi[0].get(('*', '*'),(0,0))[0] * q_rate[v].get(('*', '*'), 0) * emission_rate.get(sentence[0], emission_rate['_RARE_'])[v]62 pi.setdefault(1, {})['*',v] = rate,'*'63 for v in emission_rate.get(sentence[1], emission_rate['_RARE_']).iterkeys():64 for u in emission_rate.get(sentence[0], emission_rate['_RARE_']).iterkeys():65 rate = pi[1].get(('*', u),(0,0))[0] * q_rate[v].get(('*', u), 0) * emission_rate.get(sentence[1], emission_rate['_RARE_'])[v]66 pi.setdefault(2, {})[u,v] = rate,'*'67 for i in range(2,length):68 for v in emission_rate.get(sentence[i], emission_rate['_RARE_']).iterkeys():69 for u in emission_rate.get(sentence[i-1], emission_rate['_RARE_']).iterkeys():70 max_rate = 071 for w in emission_rate.get(sentence[i-2], emission_rate['_RARE_']).iterkeys():72 rate = pi[i].get((w, u),(0,0))[0] * q_rate[v].get((w, u), 0) * emission_rate.get(sentence[i], emission_rate['_RARE_'])[v]73 if rate >= max_rate:74 max_rate = rate75 pi.setdefault(i+1, {})[u,v] = max_rate,w76 #if max_rate == 0:77 # pi[i+1][u,v] = 0.000000001, pi[i+1][u,v][1]78 max_rate = 079 for v in emission_rate.get(sentence[length-1], emission_rate['_RARE_']).iterkeys():80 for u in emission_rate.get(sentence[length-2], emission_rate['_RARE_']).iterkeys():81 rate = pi[length].get((u,v),(0,0))[0] * q_rate['STOP'].get((u,v),0)82 if rate >= max_rate:83 max_rate = rate84 y_n1, y_n = u, v85 s[length-1] = y_n86 s[length-2] = y_n187 for i in range(length-3, -1, -1):88 s[i] = pi[i+3][y_n1, y_n][1]89 y_n = y_n190 y_n1 = s[i]91 for i in range(len(s)):92 write_lines.append(sentence[i] + ' ' + s[i] + '\n')93 #write_lines.append('\n')94 write_lines.append('\n')...
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