Update app.py

app.py

@@ -12,11 +12,24 @@ def random_date():
 # Function to load and cache the product catalog
 @st.cache_data
 def load_catalog():
-    review_statuses = [random.choice(["Approved", "Under Review", "Not Approved"]) for _ in range(50)]
-    not_approved_reasons = [
-        None if status != "Not Approved" else random.choice(["Security Concern", "Licensing Issue", "Privacy Issue", "Compliance Requirement"])
-        for status in review_statuses
-    ]
+    # Generate approval attributes
+    cyber_approved = [random.choice([True, False]) for _ in range(50)]
+    accessibility_approved = [random.choice([True, False]) for _ in range(50)]
+    privacy_approved = [random.choice([True, False]) for _ in range(50)]
+
+    review_statuses = []
+    not_approved_reasons = []
+    for cyber, accessibility, privacy in zip(cyber_approved, accessibility_approved, privacy_approved):
+        if cyber and accessibility and privacy:  # All approvals are True
+            review_statuses.append("Approved")
+            not_approved_reasons.append(None)
+        elif not cyber and not accessibility and not privacy:  # All approvals are False
+            review_statuses.append("Not Approved")
+            not_approved_reasons.append(random.choice(["Security Concern", "Licensing Issue", "Privacy Issue", "Compliance Requirement"]))
+        else:  # Mixed approvals
+            review_statuses.append("Under Review")
+            not_approved_reasons.append(None)
+            
     products = {
     "Product Name": [
         "Notepad++", "WinRAR", "7-Zip", "CCleaner", "TeamViewer",
@@ -42,12 +55,12 @@ def load_catalog():
         "Creative Software", "Creative Software", "Creative Software", "Creative Software", "Creative Software",
         "Creative Software", "Creative Software", "Creative Software", "Creative Software", "Creative Software"
     ],
-    "Cyber Approved": [random.choice([True, False]) for _ in range(50)],
-    "Accessibility Approved": [random.choice([True, False]) for _ in range(50)],
-    "Privacy Approved": [random.choice([True, False]) for _ in range(50)],
-    "Review Date": [random_date() for _ in range(50)],
-    "Review Status": review_statuses,
-    "Not Approved Reason": not_approved_reasons
+        "Cyber Approved": cyber_approved,
+        "Accessibility Approved": accessibility_approved,
+        "Privacy Approved": privacy_approved,
+        "Review Date": [random_date() for _ in range(50)],
+        "Review Status": review_statuses,
+        "Not Approved Reason": not_approved_reasons
 }
     return pd.DataFrame(products)