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app.py
CHANGED
@@ -70,6 +70,8 @@ def get_robot_txt():
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def predict(model: InputModel) -> OutputModel:
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text = model.query.message.text
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urls = extract_urls(text)
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results = [urlscan.scan(url) for url in urls]
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@@ -83,9 +85,11 @@ def predict(model: InputModel) -> OutputModel:
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label = pipe(text)
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if label[0]['label'] == 'LABEL_1':
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submit_entry(model.query.sender, model.query.message.text)
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return OutputModel(action=ActionModel.JUNK, sub_action=SubActionModel.NONE)
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else:
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return OutputModel(action=ActionModel.NONE, sub_action=SubActionModel.NONE)
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class ReportModel(BaseModel):
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def predict(model: InputModel) -> OutputModel:
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text = model.query.message.text
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print(f"Predict: {text}")
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urls = extract_urls(text)
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results = [urlscan.scan(url) for url in urls]
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label = pipe(text)
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if label[0]['label'] == 'LABEL_1':
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print("Classify LABEL_1. Submitting entry and returning JUNK.")
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submit_entry(model.query.sender, model.query.message.text)
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return OutputModel(action=ActionModel.JUNK, sub_action=SubActionModel.NONE)
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else:
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print("Classify LABEL_0. Submitting entry and returning NONE.")
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return OutputModel(action=ActionModel.NONE, sub_action=SubActionModel.NONE)
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class ReportModel(BaseModel):
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