mirror of
https://github.com/gsi-upm/senpy
synced 2025-10-19 09:48:26 +00:00
9f6a6f5ecd
* Added conversion plugins (API might change!) * Added conversion to the analysis pipeline * Changed behaviour of --default-plugins (it adds conversion plugins regardless) * Added emotionModel [sic] and emotionConversion models //TODO add conversion tests //TODO add conversion to docs
25 lines
739 B
Python
25 lines
739 B
Python
import random
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from senpy.plugins import SentimentPlugin
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from senpy.models import Sentiment
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class RandPlugin(SentimentPlugin):
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def analyse_entry(self, entry, params):
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lang = params.get("language", "auto")
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polarity_value = max(-1, min(1, random.gauss(0.2, 0.2)))
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polarity = "marl:Neutral"
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if polarity_value > 0:
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polarity = "marl:Positive"
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elif polarity_value < 0:
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polarity = "marl:Negative"
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sentiment = Sentiment({
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"marl:hasPolarity": polarity,
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"marl:polarityValue": polarity_value
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})
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sentiment["prov:wasGeneratedBy"] = self.id
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entry.sentiments.append(sentiment)
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entry.language = lang
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yield entry
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