mirror of https://github.com/CIRCL/AIL-framework
Added module sentimentAnalyser
parent
64fe32b29b
commit
cd74e6d1c5
|
@ -0,0 +1,60 @@
|
|||
#!/usr/bin/env python2
|
||||
# -*-coding:UTF-8 -*
|
||||
"""
|
||||
Template for new modules
|
||||
|
||||
nltk.sentiment.vader module:
|
||||
Hutto, C.J. & Gilbert, E.E. (2014). VADER: A Parsimonious Rule-based Model for Sentiment Analysis of Social Media Text. Eighth International Conference on Weblogs and Social Media (ICWSM-14). Ann Arbor, MI, June 2014.
|
||||
|
||||
"""
|
||||
|
||||
import time
|
||||
from pubsublogger import publisher
|
||||
from Helper import Process
|
||||
|
||||
from nltk.sentiment.vader import SentimentIntensityAnalyzer
|
||||
from nltk import tokenize
|
||||
|
||||
|
||||
def Analyse(message):
|
||||
path = message
|
||||
paste = Paste.paste(path)
|
||||
content = paste.p_get_content()
|
||||
|
||||
sentences = tokenize.sent_tokenize(content.decode('utf-8', 'ignore'))
|
||||
|
||||
sid = SentimentIntensityAnalyzer()
|
||||
for sentence in sentences:
|
||||
print(sentence)
|
||||
ss = sid.polarity_scores(sentence)
|
||||
for k in sorted(ss):
|
||||
print('{0}: {1}, '.format(k, ss[k]))
|
||||
print ''
|
||||
|
||||
if __name__ == '__main__':
|
||||
# If you wish to use an other port of channel, do not forget to run a subscriber accordingly (see launch_logs.sh)
|
||||
# Port of the redis instance used by pubsublogger
|
||||
publisher.port = 6380
|
||||
# Script is the default channel used for the modules.
|
||||
publisher.channel = 'Script'
|
||||
|
||||
# Section name in bin/packages/modules.cfg
|
||||
config_section = '<section name>'
|
||||
|
||||
# Setup the I/O queues
|
||||
p = Process(config_section)
|
||||
|
||||
# Sent to the logging a description of the module
|
||||
publisher.info("<description of the module>")
|
||||
|
||||
# Endless loop getting messages from the input queue
|
||||
while True:
|
||||
# Get one message from the input queue
|
||||
message = p.get_from_set()
|
||||
if message is None:
|
||||
publisher.debug("{} queue is empty, waiting".format(config_section))
|
||||
time.sleep(1)
|
||||
continue
|
||||
|
||||
# Do something with the message from the queue
|
||||
Analyse(message)
|
Loading…
Reference in New Issue