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mirror of https://github.com/gsi-upm/senpy synced 2024-11-13 04:02:29 +00:00

Compatibility with senpy 0.5

This commit is contained in:
NachoCP 2016-02-24 17:41:22 +01:00
parent 17976d85b1
commit 0e9db7081c
2 changed files with 67 additions and 26 deletions

View File

@ -11,8 +11,7 @@ from scipy.interpolate import interp1d
from os import path
from senpy.plugins import SentimentPlugin, SenpyPlugin
from senpy.models import Response, Opinion, Entry
from senpy.models import Results, Entry, Sentiment
logger = logging.getLogger(__name__)
@ -113,27 +112,28 @@ class SentiTextPlugin(SentimentPlugin):
scores = {}
for i in tokens:
scores[i] = {}
for word in useful_synsets[i]:
if useful_synsets[i][word] is None:
continue
temp_scores = self._swn.get_score(useful_synsets[i][word].name().split('.')[0].replace(' ',' '))
for score in temp_scores:
if score['synset'] == useful_synsets[i][word]:
t_score = score['pos'] - score['neg']
f_score = 'neu'
if t_score > 0:
f_score = 'pos'
elif t_score < 0:
f_score = 'neg'
score['score'] = f_score
scores[i][word] = score
break
if useful_synsets is None:
for word in useful_synsets[i]:
if useful_synsets[i][word] is None:
continue
temp_scores = self._swn.get_score(useful_synsets[i][word].name().split('.')[0].replace(' ',' '))
for score in temp_scores:
if score['synset'] == useful_synsets[i][word]:
t_score = score['pos'] - score['neg']
f_score = 'neu'
if t_score > 0:
f_score = 'pos'
elif t_score < 0:
f_score = 'neg'
score['score'] = f_score
scores[i][word] = score
break
logger.debug("All scores (some not used): {}".format(scores))
lang = params.get("language", "auto")
p = params.get("prefix", None)
response = Response(prefix=p)
response = Results()
for i in scores:
n_pos = 0.0
@ -159,17 +159,16 @@ class SentiTextPlugin(SentimentPlugin):
polarity = 'marl:Negative'
entry = Entry(id="Entry"+str(i),
text=tokens[i]['sentence'],
prefix=p)
polarity
opinion = Opinion(id="Opinion0"+'_'+str(i),
prefix=p,
hasPolarity=polarity,
polarityValue=float("{0:.2f}".format(g_score)))
nif_isString=tokens[i]['sentence'])
opinion = Sentiment(id="Opinion0"+'_'+str(i),
marl__hasPolarity=polarity,
marL__polarityValue=float("{0:.2f}".format(g_score)))
opinion["prov:wasGeneratedBy"] = self.id
entry.opinions.append(opinion)
entry.sentiments = []
entry.sentiments.append(opinion)
entry.language = lang
response.entries.append(entry)
return response

42
sentiText/test.py Normal file
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@ -0,0 +1,42 @@
import os
import logging
logging.basicConfig()
try:
import unittest.mock as mock
except ImportError:
import mock
from senpy.extensions import Senpy
from flask import Flask
import unittest
class SentiTextTest(unittest.TestCase):
def setUp(self):
self.app = Flask("test_plugin")
self.dir = os.path.join(os.path.dirname(__file__))
self.senpy = Senpy(plugin_folder=self.dir, default_plugins=False)
self.senpy.init_app(self.app)
def tearDown(self):
self.senpy.deactivate_plugin("SentiText", sync=True)
def test_analyse(self):
plugin = self.senpy.plugins["SentiText"]
plugin.activate()
texts = {'Odio ir al cine' : 'marl:Neutral',
'El cielo esta nublado' : 'marl:Positive',
'Esta tarta esta muy buena' : 'marl:Neutral'}
for text in texts:
response = plugin.analyse(input=text)
sentimentSet = response.entries[0].sentiments[0]
print sentimentSet
expected = texts[text]
assert sentimentSet['marl:hasPolarity'] == expected
plugin.deactivate()
if __name__ == '__main__':
unittest.main()