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Regarding to #4. English bug with sentiment basic.
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@ -13,6 +13,8 @@ from os import path
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from senpy.plugins import SentimentPlugin, SenpyPlugin
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from senpy.models import Results, Entry, Sentiment
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logger = logging.getLogger(__name__)
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class SentiTextPlugin(SentimentPlugin):
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@ -68,20 +70,23 @@ class SentiTextPlugin(SentimentPlugin):
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def analyse_entry(self, entry, params):
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language = params.get("language","eng")
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text = entry.get("text", None)
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tokens = self._tokenize(text)
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tokens = self._pos(tokens)
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for i in tokens:
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tokens[i]['lemmas'] = {}
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for w in tokens[i]['tokens']:
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lemmas = wn.lemmas(w[0], lang='spa')
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lemmas = wn.lemmas(w[0], lang=language)
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if len(lemmas) == 0:
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continue
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tokens[i]['lemmas'][w[0]] = lemmas
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trans = TextBlob(unicode(text)).translate(from_lang='es',to='en')
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if language == "eng":
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trans = TextBlob(unicode(text))
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else:
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trans = TextBlob(unicode(text)).translate(from_lang=TextBlob(unicode(text)).detect_language(),to='en')
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useful_synsets = {}
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for s_i, t_s in enumerate(trans.sentences):
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useful_synsets[s_i] = {}
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@ -112,8 +117,6 @@ class SentiTextPlugin(SentimentPlugin):
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scores[i][word] = score
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break
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lang = params.get("language", "en")
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p = params.get("prefix", None)
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for i in scores:
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@ -9,6 +9,14 @@
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"scipy>=0.14.0",
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"textblob"
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],
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"extra_params": {
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"language": {
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"aliases": ["language", "l"],
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"required": true,
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"options": ["eng","spa", "ita", "fra", "auto"],
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"default": "auto"
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},
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},
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"sentiword_path": "SentiWordNet_3.0.txt",
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"pos_path": "unigram_spanish.pickle"
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}
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