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dc6d361
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Parent(s):
8c30f0c
Update app.py
Browse files
app.py
CHANGED
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@@ -11,11 +11,13 @@ app = Flask(__name__)
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# Create a text classification pipeline using a pretrained model
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classifier = pipeline("text-classification", model="KoalaAI/Text-Moderation")
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# Define a route for the home page
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@app.route("/")
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def home():
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return
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# Define a route for the classification result
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@app.route("/classify", methods=["POST"])
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@@ -27,8 +29,16 @@ def classify():
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# Extract the label and the score
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label = result["label"]
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score = result["score"]
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# Run the app in debug mode
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if __name__ == "__main__":
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# Create a text classification pipeline using a pretrained model
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classifier = pipeline("text-classification", model="KoalaAI/Text-Moderation")
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@app.route("/")
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def home():
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# Return a simple HTML page
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return "<html><head><title>Text Classification</title></head><body><h1>Text Classification with Huggingface</h1></body></html>"
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# Import the xml module
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import xml.etree.ElementTree as ET
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# Define a route for the classification result
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@app.route("/classify", methods=["POST"])
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# Extract the label and the score
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label = result["label"]
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score = result["score"]
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# Create a root element for the XML response
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root = ET.Element("result")
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# Add sub-elements for the label and the score
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ET.SubElement(root, "label").text = label
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ET.SubElement(root, "score").text = str(score)
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# Convert the XML element to a byte string
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xml_string = ET.tostring(root)
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# Return the XML string as the response with the appropriate mimetype
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return app.response_class(xml_string, mimetype="application/xml")
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# Run the app in debug mode
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if __name__ == "__main__":
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