def type_clean(val,type):
if type==bool:
if val in (False,0,'0','f','false','False','no','n'): return False
if val in (True,1,'1','t','true','True','yes','y'): return True
raise Exception("bad bool value %s" % repr(val))
if type==str or type==unicode:
# nope no strings, you're gonna get unicode instead!
return util.unicodify(val)
return type(val)
def type_clean(val, type):
if type == bool:
if val in (False, 0, '0', 'f', 'false', 'False', 'no', 'n'):
return False
if val in (True, 1, '1', 't', 'true', 'True', 'yes', 'y'): return True
raise Exception("bad bool value %s" % repr(val))
if type == str or type == unicode:
# nope no strings, you're gonna get unicode instead!
return util.unicodify(val)
return type(val)
def truncate_at(s, max=40):
s = util.unicodify(s)
if len(s) > max:
s = s[:max] + "…"
return s
def output(s): print util.unicodify(s)
import sys
sys.path.insert(0, '/usr2/corpora/tweets/tweetmotif')
import twokenize, util, bigrams
util.fix_stdio()
from sane_re import *
AposFix = _R(r"( |^)(' [stm])( |$)")
for line in sys.stdin:
parts = util.unicodify(line[:-1]).split("\t")
text = parts[-1]
toks = twokenize.simple_tokenize(text)
toked = " ".join(toks)
#print "\t".join(parts[:-1]) + "\t" + toked
#try: AposFix.show_match(toked)
#except: pass
featstr = AposFix.gsub(toked,
lambda m: m[1] + m[2].replace(" ", "") + m[3])
featstr = featstr.lower()
toks = featstr.split()
feats = [ug[0] for ug in bigrams.filtered_unigrams(toks)]
feats += ["_".join(ng) for ng in bigrams.filtered_bigrams(toks)]
print "\t".join(parts[:-1]) + "\t" + util.unicodify(" ".join(feats))
from __future__ import print_function
import json
import tweepy
import datetime # used for time stamping program start/stop
import traceback
from util import unicodify
# Attributes I don't want
UNWANTED_ATTR = [
"contributors", "current_user_retweet", "favorited", "geo", "id",
"in_reply_to_status_id", "lang", "quoted_status_id", "retweeted", "source",
"in_reply_to_user_id", "entities", "extended_entities",
"in_reply_to_screen_name"
]
UNWANTED_ATTR = unicodify(UNWANTED_ATTR)
# Nested attributes that I want
WANTED_NESTED_ATTR = {
"user": [
"followers_count", "friends_count", "geo_enabled", "id_str",
"location", "protected", "time_zone", "statuses_count", "created_at"
],
"extended_tweet": ["full_text"]
}
WANTED_NESTED_ATTR = unicodify(WANTED_NESTED_ATTR)
def trim_tweet(tweet_json):
"""Trims and returns a tweet (JSON object).
import sys
sys.path.insert(0,'/usr2/corpora/tweets/tweetmotif')
import twokenize,util,bigrams
util.fix_stdio()
from sane_re import *
AposFix = _R(r"( |^)(' [stm])( |$)")
for line in sys.stdin:
parts = util.unicodify(line[:-1]).split("\t")
text = parts[-1]
toks = twokenize.simple_tokenize(text)
toked = " ".join(toks)
#print "\t".join(parts[:-1]) + "\t" + toked
#try: AposFix.show_match(toked)
#except: pass
featstr = AposFix.gsub(toked, lambda m: m[1]+m[2].replace(" ","")+m[3])
featstr = featstr.lower()
toks = featstr.split()
feats = [ug[0] for ug in bigrams.filtered_unigrams(toks)]
feats += ["_".join(ng) for ng in bigrams.filtered_bigrams(toks)]
print "\t".join(parts[:-1]) + "\t" + util.unicodify(" ".join(feats))