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Update app.py
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app.py
CHANGED
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@@ -72,34 +72,23 @@ def keygen(selected_tasks):
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if "financial_rating" in selected_tasks:
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model_names.append('financial_rating')
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# Let's create a user_id
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user_id = numpy.random.randint(0, 2**32)
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fhe_api = FHEModelClient(FHE_MODEL_PATH, f".fhe_keys/{user_id}")
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fhe_api.load()
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fhe_api.generate_private_and_evaluation_keys(force=True)
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evaluation_key = fhe_api.get_serialized_evaluation_keys()
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numpy.save(eval_key_path, evaluation_key)
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user_id_leagl = numpy.random.randint(0, 2**32)
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fhe_api_legal= FHEModelClient(FHE_LEGAL_PATH, f".fhe_keys/{user_id_leagl}")
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fhe_api_legal.load()
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evaluation_keys = []
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evaluation_keys.append(list(evaluation_key)[:ENCRYPTED_DATA_BROWSER_LIMIT])
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#evaluation_keys.append(list(evaluation_key_legal)[:ENCRYPTED_DATA_BROWSER_LIMIT])
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return [list(evaluation_key)[:ENCRYPTED_DATA_BROWSER_LIMIT],
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def encode_quantize_encrypt(text, user_id):
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if not user_id:
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raise gr.Error("You need to generate FHE keys first.")
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if "financial_rating" in selected_tasks:
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model_names.append('financial_rating')
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# Let's create a user_id
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user_id = numpy.random.randint(0, 2**32)
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fhe_api = FHEModelClient(FHE_MODEL_PATH, f".fhe_keys/{user_id}")
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fhe_api.load()
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# Generate a fresh key
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fhe_api.generate_private_and_evaluation_keys(force=True)
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evaluation_key = fhe_api.get_serialized_evaluation_keys()
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# Save evaluation_key in a file, since too large to pass through regular Gradio
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# buttons, https://github.com/gradio-app/gradio/issues/1877
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numpy.save(f"tmp/tmp_evaluation_key_{user_id}.npy", evaluation_key)
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return [list(evaluation_key)[:ENCRYPTED_DATA_BROWSER_LIMIT], user_id]
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def encode_quantize_encrypt(text, user_id):
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if not user_id:
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raise gr.Error("You need to generate FHE keys first.")
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