Update views.py

views.py

@@ -7,6 +7,12 @@ import logging
 from typing import List, Dict, Optional
 import bcrypt
 import re
+import face_recognition
+from sklearn.ensemble import IsolationForest
+import numpy as np
+from datetime import datetime
+import logging
+
 from utils.security import (
     validate_password,
     check_rate_limit,
@@ -44,6 +50,42 @@ def dashboard_header():
             if st.button("🚪 Logout", type="secondary", use_container_width=True):
                 logout_user()
 
+# Add to views.py - New function to handle biometric login
+def handle_biometric_login():
+    if 'biometric_login' not in st.session_state:
+        st.session_state.biometric_login = False
+    
+    if st.button("Login with Face ID"):
+        # In a real application, you'd capture the image from a camera
+        # For demo, we'll use a file upload
+        uploaded_file = st.file_uploader("Take a photo", type=['jpg', 'png'])
+        if uploaded_file:
+            services = ServiceIntegration()
+            # You'd retrieve the stored encoding from the database
+            if services.verify_face(uploaded_file, stored_encoding):
+                st.success("Biometric verification successful!")
+                return True
+    return False
+
+# Add to views.py - New function to handle social media linking
+def handle_social_media_linking():
+    st.subheader("Link Social Media Account")
+    
+    platform = st.selectbox("Select Platform", 
+                          ["Facebook", "Twitter", "Instagram", "LinkedIn"])
+    username = st.text_input("Username")
+    
+    if st.button("Link Account"):
+        try:
+            # Verify account exists and is public
+            if verify_account(platform, username):
+                if link_social_account(platform, username):
+                    st.success(f"Successfully linked {platform} account!")
+                    return True
+        except Exception as e:
+            st.error(f"Failed to link account: {str(e)}")
+    return False
+
 def show_dashboard():
     """
     Updated dashboard view incorporating React components