Update menu.py

menu.py

@@ -7,7 +7,6 @@ menu_blueprint = Blueprint('menu', __name__)
 sf = get_salesforce_connection()
 
 import re  # Importing regular expression module
-
 @menu_blueprint.route("/menu", methods=["GET", "POST"])
 def menu():
     selected_category = request.args.get("category", "All")
@@ -127,9 +126,10 @@ def menu():
 
         # Frequency analysis for add-ons and instructions
         addon_counts = {}
+        spice_counts = {}
         instruction_counts = {}
-        spice_levels = ['Mild', 'Medium', 'Spicy', 'Extra Spicy']
 
+        # Analyzing past orders for add-ons and spice levels
         for order in past_orders:
             order_details = order.get('Order_Details__c', '').split('\n')
 
@@ -140,42 +140,47 @@ def menu():
                     addons = item_parts[1].strip().replace('Add-Ons:', '').split(', ')
                     instructions = item_parts[2].strip().replace('Instructions:', '').split(', ')
 
-                    # Clean the add-on names by removing any price information
+                    # Count spice levels
+                    for addon in addons:
+                        for spice in ['Mild', 'Medium', 'Spicy', 'Extra Spicy']:
+                            if spice.lower() in addon.lower():
+                                spice_counts[spice] = spice_counts.get(spice, 0) + 1
+
+                    # Clean and count other add-ons
                     cleaned_addons = [re.sub(r"\s?\(\$\d+(\.\d{2})?\)", "", addon) for addon in addons]
-                    # Split add-ons by semicolon and process separately
                     for addon in cleaned_addons:
-                        # If the add-on contains a semicolon, split it into multiple add-ons
-                        individual_addons = addon.split(';')  # Split add-ons separated by semicolons
+                        individual_addons = addon.split(';')
                         for individual_addon in individual_addons:
-                            individual_addon = individual_addon.strip()  # Remove extra spaces
+                            individual_addon = individual_addon.strip()
                             if individual_addon:
                                 addon_counts[individual_addon] = addon_counts.get(individual_addon, 0) + 1
 
-        # Print the cleaned add-ons and their counts in the requested format
+                    # Count instructions
+                    for instruction in instructions:
+                        if instruction:
+                            instruction_counts[instruction] = instruction_counts.get(instruction, 0) + 1
+
+        # Print out the cleaned add-ons and spice counts
         print(f"Add-ons fetched (cleaned): {addon_counts}")
+        print(f"Spice Levels Count: {spice_counts}")
         print("Add-on Counts in the format [Add-onName[Count]]:")
         for addon, count in addon_counts.items():
             print(f"{addon}[{count}]")
 
-        # Get the most frequent add-ons
-        most_common_addons = sorted(addon_counts, key=addon_counts.get, reverse=True)[:3]  # Top 3 most frequent addons
-
-        # Print the most common add-ons in the required format
+        # Get the most frequent add-ons (top 3)
+        most_common_addons = sorted(addon_counts, key=addon_counts.get, reverse=True)[:3]
         print(f"Most common add-ons (cleaned): {most_common_addons}")
 
-        # Now include any spice level if it's not already in the top 3
-        most_common_spice = None
-        for spice in spice_levels:
-            if spice in addon_counts:
-                most_common_spice = spice
-                break
+        # Get the most frequent spice level
+        most_common_spice = max(spice_counts, key=spice_counts.get, default=None)
+        print(f"Most Frequent Spice Level: {most_common_spice}")
 
+        # Ensure the most frequent spice level is included if not already in the top 3
         if most_common_spice and most_common_spice not in most_common_addons:
             most_common_addons.append(most_common_spice)
 
         # Ensure the list does not exceed 3
         most_common_addons = most_common_addons[:3]
-
         print(f"Final Most Common Add-Ons (Including Spice Level): {most_common_addons}")
 
         categories = ["All", "Veg", "Non veg"]
@@ -197,7 +202,8 @@ def menu():
         reward_points=reward_points,
         user_name=user_name,  # Pass name to the template
         first_letter=first_letter,  # Pass first letter to the template
-        most_common_addons=[addon.strip() for addon in most_common_addons] #  Pass most common addons
+        most_common_addons=[addon.strip() for addon in most_common_addons],  # Pass most common addons
+        most_common_instructions=most_common_instructions  # Pass most common instructions
     )
 
 @menu_blueprint.route('/api/addons', methods=['GET'])