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How to use iterkeys method in pyresttest

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german_entropy_values.py

Source:german_entropy_values.py

1ï»¿import 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'''
...

french_entropy_values.py

Source:french_entropy_values.py

1ï»¿import 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
...

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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