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Commit ·
3c061e1
1
Parent(s): 7afa047
Small change
Browse files
app.py
CHANGED
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@@ -3,16 +3,15 @@ from transformers import pipeline
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app = Flask(__name__)
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# Load the text classification pipeline with label mappings
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classifier = pipeline(
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"text-classification",
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model="Davephoenix/bert-bullying-detector",
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id2label=id2label,
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label2id=label2id,
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)
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@@ -23,6 +22,9 @@ def classify_text():
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return jsonify({"error": "Missing 'text' in request body"}), 400
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try:
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result = classifier(data["text"])
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return jsonify(result)
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except Exception as e:
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return jsonify({"error": str(e)}), 500
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app = Flask(__name__)
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labels = {
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"LABEL_0": "not_bullying",
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"LABEL_1": "bullying",
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}
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# Load the text classification pipeline with label mappings
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classifier = pipeline(
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"text-classification",
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model="Davephoenix/bert-bullying-detector",
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)
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return jsonify({"error": "Missing 'text' in request body"}), 400
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try:
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result = classifier(data["text"])
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# Map the labels to their meanings
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for item in result:
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item["label"] = labels.get(item["label"], item["label"])
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return jsonify(result)
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except Exception as e:
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return jsonify({"error": str(e)}), 500
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