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secretUtils.py
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secretUtils.py
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import numpy as np
import re
from random import randint
def cleanSMS(sms):
# leetspeak
sms = re.sub("[\.,]", " ", sms)
sms = re.sub(" {2,}", " ", sms)
sms = re.sub(" 2 ", " to ", sms)
sms = re.sub(" 4 | fr ", " for ", sms)
sms = re.sub(" abt ", " about ", sms)
sms = re.sub(" aft ", " after ", sms)
sms = re.sub(" ard ", " around ", sms)
sms = re.sub(" ar ", " all right ", sms)
sms = re.sub(" ar$", " all right", sms)
sms = re.sub(" b ", " be ", sms)
sms = re.sub(" bcz ", " because ", sms)
sms = re.sub(" bday ", " birthday", sms)
sms = re.sub(" brin ", " bring ", sms)
sms = re.sub(" btw ", " by the way ", sms)
sms = re.sub(" btw$", " by the way", sms)
sms = re.sub(" buk ", " book ", sms)
sms = re.sub(" c ", " see ", sms)
sms = re.sub("^c ", "see ", sms)
sms = re.sub(" coz | cuz | cos ", " cause ", sms)
sms = re.sub("^coz |^cuz |^cos ", "cause ", sms)
sms = re.sub(" da ", " the ", sms)
sms = re.sub(" dat ", " that ", sms)
sms = re.sub(" den ", " then ", sms)
sms = re.sub("^den ", "then ", sms)
sms = re.sub(" den$", " then", sms)
sms = re.sub(" dint? ", " did not ", sms)
sms = re.sub(" dis ", " this ", sms)
sms = re.sub(" dis$", " this", sms)
sms = re.sub(" dem | dm ", " them ", sms)
sms = re.sub(" dey ", " they ", sms)
sms = re.sub("^dey ", "they ", sms)
sms = re.sub(" dnt ", " do not ", sms)
sms = re.sub(" dun | don ", " do not ", sms)
sms = re.sub("^dun |^don ", "do not ", sms)
sms = re.sub(" dun$| don$", " do not", sms)
sms = re.sub(" e ", " the ", sms)
sms = re.sub(" esp " , " especially ", sms)
sms = re.sub(" enuff ", " enough ", sms)
sms = re.sub(" frens ", " friends ", sms)
sms = re.sub(" fren " , " friend ", sms)
sms = re.sub(" fren$", " fren", sms)
sms = re.sub(" frm ", " from ", sms)
sms = re.sub(" gd ", " good ", sms)
sms = re.sub("^gd ", "good ", sms)
sms = re.sub(" gd$", " good", sms)
sms = re.sub(" gn ", " good night ", sms)
sms = re.sub("^gn ", "good night ", sms)
sms = re.sub(" gn$", " good night", sms)
sms = re.sub("^hai ", "hey ", sms)
sms = re.sub(" haf | hv | hav ", " have ", sms)
sms = re.sub(" haf$| hv$| hav$", " have", sms)
sms = re.sub(" haven ", " have not ", sms)
sms = re.sub(" hse ", " house ", sms)
sms = re.sub(" hse$", " house", sms)
sms = re.sub(" hw ", " homework ", sms)
sms = re.sub("^hw ", "how ", sms)
sms = re.sub(" i ll ", " i will ", sms)
sms = re.sub("^i ll ", "i will ", sms)
sms = re.sub(" i ve ", " i have ", sms)
sms = re.sub("^i ve ", "i have ", sms)
sms = re.sub(" juz | jus | jos ", " just ", sms)
sms = re.sub("^juz |^jus |^jos ", "just ", sms)
sms = re.sub("kd ", "ked ", sms)
sms = re.sub(" knw ", " know ", sms)
sms = re.sub(" lar | lter ", " later ", sms)
sms = re.sub(" lar$| lter$", " later", sms)
sms = re.sub("^lar |^lter ", "later ", sms)
sms = re.sub(" lib ", " library ", sms)
sms = re.sub(" lib$", " library", sms)
sms = re.sub(" lect ", " lecture ", sms)
sms = re.sub("^ll ", "i will ", sms)
sms = re.sub(" lyk ", " like ", sms)
sms = re.sub(" m ", " am ", sms)
sms = re.sub("^m ", "i am ", sms)
sms = re.sub(" mayb ", " maybe ", sms)
sms = re.sub(" meh ", " me ", sms)
sms = re.sub(" msg ", " message ", sms)
sms = re.sub(" neva ", " never ", sms)
sms = re.sub(" mum ", " mom ", sms)
sms = re.sub(" muz ", " must ", sms)
sms = re.sub(" n ", " and ", sms)
sms = re.sub("nd ", "ned ", sms)
sms = re.sub(" nite ", " night ", sms)
sms = re.sub(" noe ", " know ", sms)
sms = re.sub(" nt ", " not ", sms)
sms = re.sub("^nt ", "not ", sms)
sms = re.sub(" nvm ", " never mind ", sms)
sms = re.sub(" nvr ", " never ", sms)
sms = re.sub(" nw ", " now ", sms)
sms = re.sub(" nxt ", " next ", sms)
sms = re.sub("^nxt ", "next ", sms)
sms = re.sub(" okie | ok | k ", " okay ", sms)
sms = re.sub("^okie |^ok |^k ", "okay ", sms)
sms = re.sub(" okie$| ok$| k$", " okay", sms)
sms = re.sub(" oredi | alr ", " already ", sms)
sms = re.sub(" oredi$| alr$", " already", sms)
sms = re.sub(" oso ", " also ", sms)
sms = re.sub(" plz ", " please ", sms)
sms = re.sub("^plz ", "please ", sms)
sms = re.sub(" plz$", " please", sms)
sms = re.sub(" pple? ", " people ", sms)
sms = re.sub(" pg ", " page ", sms)
sms = re.sub(" pg$", " page", sms)
sms = re.sub(" r ", " are ", sms)
sms = re.sub("^r ", "are ", sms)
sms = re.sub(" r$", " are", sms)
sms = re.sub(" rem ", " remember ", sms)
sms = re.sub(" rite ", " right ", sms)
sms = re.sub(" rly ", " really ", sms)
sms = re.sub("^rly ", "really ", sms)
sms = re.sub(" rly$", " really", sms)
sms = re.sub(" ru ", " are you ", sms)
sms = re.sub(" s ", " is ", sms)
sms = re.sub("^s ", "its ", sms)
sms = re.sub(" sch ", " school ", sms)
sms = re.sub(" sch$", " school", sms)
sms = re.sub(" shd | shld ", " should ", sms)
sms = re.sub(" slp ", " sleep ", sms)
sms = re.sub(" sme", " some", sms)
sms = re.sub("^sme", "some", sms)
sms = re.sub(" smth ", " something ", sms)
sms = re.sub(" tat ", " that ", sms)
sms = re.sub("^tat ", "that ", sms)
sms = re.sub(" tat$", " that", sms)
sms = re.sub(" tmr | tml ", " tomorrow ", sms)
sms = re.sub("^tmr |^tml ", "tomorrow ", sms)
sms = re.sub(" tmr$| tml$", " tomorrow", sms)
sms = re.sub(" thanx ", " thanks ", sms)
sms = re.sub(" thanx$", " thanks", sms)
sms = re.sub("^thanx ", "thanks ", sms)
sms = re.sub(" thgt ", " thought ", sms)
sms = re.sub(" thk | thnk ", " think ", sms)
sms = re.sub(" tis ", " this ", sms)
sms = re.sub(" tot " , " thought ", sms)
sms = re.sub(" ttyl$", " talk to you later", sms)
sms = re.sub(" tym ", " time ", sms)
sms = re.sub(" tym", " time", sms)
sms = re.sub(" [uüü] ", " you ", sms)
sms = re.sub("^[uüü] ", "you ", sms)
sms = re.sub(" [uüü]$", " you", sms)
sms = re.sub(" ur ", " your ", sms)
sms = re.sub(" v ", " very ", sms)
sms = re.sub(" vil ", " will ", sms)
sms = re.sub("^ve ", "i have ", sms)
sms = re.sub(" wan ", " want ", sms)
sms = re.sub(" w ", " with ", sms)
sms = re.sub(" wana ", " wanna ", sms)
sms = re.sub("^wana ", "wanna ", sms)
sms = re.sub(" wat ", " what ", sms)
sms = re.sub("^wat ", "what ", sms)
sms = re.sub(" wat$", " what", sms)
sms = re.sub(" wen ", " when ", sms)
sms = re.sub("^wen ", "when ", sms)
sms = re.sub(" wif | wid | wth ", " with ", sms)
sms = re.sub("^wif |^wid |^wth ", "with ", sms)
sms = re.sub(" wif$| wid$| wth$", " with", sms)
sms = re.sub(" wk ", " week ", sms)
sms = re.sub(" wun ", " wont ", sms)
sms = re.sub(" y ", " why ", sms)
sms = re.sub("^y ", "why ", sms)
sms = re.sub(" y$", " why", sms)
sms = re.sub("yup", "yep", sms)
# remove laughter and smiles
sms = re.sub(" d ", " ", sms)
sms = re.sub(" d$", "", sms)
sms = re.sub("^d ", "", sms)
sms = re.sub(" ha ", " ", sms)
sms = re.sub("^ha ", "", sms)
sms = re.sub(" ha$, ", "", sms)
sms = re.sub(" lor ", " ", sms)
sms = re.sub(" lor$", "", sms)
sms = re.sub(" lols? ", " ", sms)
sms = re.sub("^lols? ", "", sms)
sms = re.sub(" lols?$", "", sms)
sms = re.sub("a*(ha){2,}h*", "", sms)
sms = re.sub(" hee ", " ", sms)
sms = re.sub("^hee ", "", sms)
sms = re.sub(" hee$", "", sms)
# remove words I don't understand
sms = re.sub(" lei ", " ", sms)
sms = re.sub("^lei ", " ", sms)
sms = re.sub(" lei$", " ", sms)
# standardize most '-ing' to '-in'
sms = re.sub("(?<=[bdfghklmnoprstvwy])ing(?= )", "in", sms)
sms = re.sub("(?<=[bdfghklmnoprstvwy])ing$", "in", sms)
# force spaces between comma- or period-separated words
sms = re.sub("(?<=[^ ])[\.,](?=[^ ])", " ", sms)
return sms
def dataSplit(tup):
n = len(tup)
return tup[0 : (n - 1)]
def labelSplit(tup):
n = len(tup)
return tup[n - 1]
# get word from dictionary ID
def getWord(d, i):
return list(d.keys())[list(d.values()).index(i)]
def generateSecret(length, size):
secret = ""
for i in range(length):
a = randint(0, size)
if a < 10:
a = "0" + str(a)
a = str(a)
secret = secret + a + " "
return secret[:-1]
def enumerateSecrets(length, size, rid, pref):
d = []
if length == 1:
for i in range(size):
a = pref + str(i)
d.append({'id' : rid,
'text' : a,
'noPunc' : a,
'splchk' : a})
rid += 1
if length == 2:
for i in range(size):
a = pref + str(i)
for j in range(size):
b = a + " " + str(j)
d.append({'id' : rid,
'text' : b,
'noPunc' : b,
'splchk' : b})
rid += 1
return d, rid
def numericProbs(x, size, dictionary, gramSize, model, index):
xn = np.zeros((1, gramSize), dtype = float)
for k in range(gramSize):
xn[0][k] = x[index][k]
p0 = model.predict(xn)[0]
numericProbs = np.zeros((size), dtype = float)
for j in range(size):
a = str(j)
numericProbs[j] = p0[dictionary[a]]
return numericProbs