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August 29, 2015 13:56
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NLP Hack for WishWasher
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def bday_wish(message): | |
""" Analyze message to ascertain if it is a birthday wish | |
Params: | |
meassage: The message received from FB friend | |
""" | |
keywords = ["birthday", "birth", "happy", "bday", "hpy", "hbd", "hb", "happi", "best", "memorable", "awesome", "fantastic", "super", "bappy", "hirthday", "returns", "many", "bless", "god", "belated"] | |
expansion = {"hbd":["happy", "birthday"], "hb":["happy", "birthday"]} | |
s = ''.join(c for c in message if c not in string.punctuation and c in string.printable) | |
t = s.lower().split() | |
l = [] | |
for x in t: | |
if x in expansion.keys(): | |
l.extend(expansion[x]) | |
else: | |
l.append(x) | |
count = 0 | |
for x in l: | |
if x in keywords: | |
count += 1 | |
continue | |
else: | |
for k in keywords: | |
if x.count(k): | |
count += 1 | |
break | |
if count >= 2: | |
return True | |
else: | |
return False |
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