Update handler.py
Browse files- handler.py +6 -1
handler.py
CHANGED
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@@ -37,10 +37,15 @@ class EndpointHandler:
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for topic, prob in zip(topics, probabilities):
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topic_info = self.topic_model.get_topic(topic)
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topic_words = [word for word, _ in topic_info] if topic_info else []
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results.append({
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"topic": int(topic),
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"probability": float(prob),
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"top_words": topic_words[:5] # Top 5 words
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})
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return results
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for topic, prob in zip(topics, probabilities):
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topic_info = self.topic_model.get_topic(topic)
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topic_words = [word for word, _ in topic_info] if topic_info else []
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+
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# Get custom label for the topic
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custom_label = self.topic_model.custom_labels_[topic + 1] if hasattr(self.topic_model, "custom_labels_") else f"Topic {topic}"
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+
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results.append({
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"topic": int(topic),
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"probability": float(prob),
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"top_words": topic_words[:5], # Top 5 words
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"customLabel": custom_label # Add custom label
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})
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return results
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