mirror of
https://github.com/gsi-upm/senpy
synced 2024-11-14 12:42:27 +00:00
47 lines
1.4 KiB
Python
47 lines
1.4 KiB
Python
import time
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import requests
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import json
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import string
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import os
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from os import path
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import time
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from senpy.plugins import SentimentPlugin, SenpyPlugin
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from senpy.models import Results, Entry, Sentiment,Error
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class DaedalusPlugin(SentimentPlugin):
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def analyse_entry(self, entry, params):
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txt = entry.get("text",None)
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model = "general" # general_es / general_es / general_fr
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api = 'http://api.meaningcloud.com/sentiment-2.1'
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lang = params.get("language")
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key = params["apiKey"]
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parameters = {'key': key,
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'model': model,
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'lang': lang,
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'of': 'json',
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'txt': txt,
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'src': 'its-not-a-real-python-sdk'
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}
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r = requests.post(api, params=parameters, timeout=3)
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value = r.json().get('score_tag', None)
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if not value:
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raise Error(r.json())
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#Senpy Response
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response = Results()
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polarityValue = 0
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polarity = 'marl:Neutral'
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if 'N' in value:
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polarity = 'marl:Negative'
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polarityValue = -1
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elif 'P' in value:
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polarity = 'marl:Positive'
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polarityValue = 1
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opinion = Sentiment(id="Opinion0",marl__hasPolarity=polarity,marl__polarityValue = polarityValue)
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entry.sentiments.append(opinion)
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yield entry |