fix: remove concrete again

app.py

@@ -1,5 +1,3 @@
-
-from concrete.ml.deployment import FHEModelClient
 from pathlib import Path
 import numpy as np
 import gradio as gr
@@ -60,42 +58,42 @@ functional_status_input = gr.Radio(choices=additional_categories["Functional_Sta
 previous_trial_participation_input = gr.Radio(choices=additional_categories["Previous_Trial_Participation"], label="Previous Trial Participation")
 
 
-def encrypt_array(user_symptoms: np.ndarray, user_id: str) -> bytes:
-    """
-    Encrypt the user symptoms vector.
+# def encrypt_array(user_symptoms: np.ndarray, user_id: str) -> bytes:
+#     """
+#     Encrypt the user symptoms vector.
 
-    Args:
-        user_symptoms (np.ndarray): The vector of symptoms provided by the user.
-        user_id (str): The current user's ID.
+#     Args:
+#         user_symptoms (np.ndarray): The vector of symptoms provided by the user.
+#         user_id (str): The current user's ID.
     
-    Returns:
-        bytes: Encrypted and serialized symptoms.
-    """
+#     Returns:
+#         bytes: Encrypted and serialized symptoms.
+#     """
 
-    # Retrieve the client API
-    client = FHEModelClient(path_dir=DEPLOYMENT_DIR, key_dir=KEYS_DIR / f"{user_id}")
-    client.load()
+#     # Retrieve the client API
+#     client = FHEModelClient(path_dir=DEPLOYMENT_DIR, key_dir=KEYS_DIR / f"{user_id}")
+#     client.load()
 
-    # Ensure the symptoms are properly formatted as an array
-    user_symptoms = np.array(user_symptoms).reshape(1, -1)
+#     # Ensure the symptoms are properly formatted as an array
+#     user_symptoms = np.array(user_symptoms).reshape(1, -1)
 
-    # Encrypt and serialize the symptoms
-    encrypted_quantized_user_symptoms = client.quantize_encrypt_serialize(user_symptoms)
+#     # Encrypt and serialize the symptoms
+#     encrypted_quantized_user_symptoms = client.quantize_encrypt_serialize(user_symptoms)
     
-    # Ensure the encryption process returned bytes
-    assert isinstance(encrypted_quantized_user_symptoms, bytes)
+#     # Ensure the encryption process returned bytes
+#     assert isinstance(encrypted_quantized_user_symptoms, bytes)
 
-    # Save the encrypted data to a file (optional)
-    encrypted_input_path = KEYS_DIR / f"{user_id}/encrypted_input"
-    with encrypted_input_path.open("wb") as f:
-        f.write(encrypted_quantized_user_symptoms)
+#     # Save the encrypted data to a file (optional)
+#     encrypted_input_path = KEYS_DIR / f"{user_id}/encrypted_input"
+#     with encrypted_input_path.open("wb") as f:
+#         f.write(encrypted_quantized_user_symptoms)
 
-    # Return the encrypted data
-    return encrypted_quantized_user_symptoms
+#     # Return the encrypted data
+#     return encrypted_quantized_user_symptoms
 
 
-def decrypt_result(encrypted_answer: bytes, user_id: str) -> bool:
-    """
+# def decrypt_result(encrypted_answer: bytes, user_id: str) -> bool:
+"""
     Decrypt the encrypted result.
 
     Args:
@@ -107,14 +105,14 @@ def decrypt_result(encrypted_answer: bytes, user_id: str) -> bool:
     """
 
     # Retrieve the client API
-    client = FHEModelClient(path_dir=DEPLOYMENT_DIR, key_dir=KEYS_DIR / f"{user_id}")
-    client.load()
+    # client = FHEModelClient(path_dir=DEPLOYMENT_DIR, key_dir=KEYS_DIR / f"{user_id}")
+    # client.load()
 
     # Decrypt the result
-    decrypted_result = client.decrypt_deserialize(encrypted_answer)
+    # decrypted_result = client.decrypt_deserialize(encrypted_answer)
 
-    # Return the decrypted result
-    return decrypted_result
+    # # Return the decrypted result
+    # return decrypted_result