please make sure the code follows sample output highlighted in light blue Topics: Functions, Dictionary, I/0Problem description: Write a python application to simulate an online shopping system, namely"Shoppers Stop". The purpose of this assignment is to gain experience in Python dictionary structureand create basic Python function.Design solution: The program will have a list of all products sold on Shoppers Stop which is providedin the template file. Each product consists only one String of comma-separated data: product_id,category, description, cost, and average customer rating. A customer would like to purchase someproducts by first input the category name, then asked whether a filter should be applied based onminimum customer rating, if so, a list of filtered products is printed. The user will then enter theproduct_id in that category. If the user input an invalid category name, the program should provide alist of valid category names and ask the user input the category name again. The user can stopshopping by input "checkout", which trigger the checkout() function that computes the total cost ofthe products in the cart. A customer will be promoted the following messages while shopping atShoppers Stop:1. Please input a category name or input 'checkout' toquit: 1) if user inputs 'checkout' go to 4.2) else if user inputs a valid category name go to 2.3) otherwise, ask the user again to "Please input a category name or input 'checkout' to quit:"2. The user is asked if he would like to see a list of filtered products based on customerrating, for the chosen category.1) if yes, the minimum rating is retrieved from user2) else, go to 3.3. Display all the products in the specified category, and inside the entered range (ifapplicable) and ask the user "Please input product ID or type any key to return"1) if user input a valid product ID, add the product ID to the cart (i.e. a list of product ID purchased)2) else go back to 1.4. Display all the purchased products with their information and the total cost of these products.Notes:• You will need to build two dictionaries before Step 1:o dict_ID: key is the product ID, value is a list of product's category,description, and cost. o dict_category: key is the category name, value is a listof product IDs.The cart should be implemented as a list of product ID.• f user chooses to use the customer rating, the product ID with minimum ratings will besaved in another list. The program needs to be case sensitive. Customer can enter the name that can haveall small letter but the program should still be able to find the categories and productID in the corresponding dictionary.• You need to use the product list in the template file, and implement two build dictionaryfunctions and the checkout function. All other code should be implemented in the mainfunction.• To receive full credits, you will need to figure out to generate the very similar input/output asshown in two provided samples.Sample I/0 1:Welcome to shopping at Shoppers Stop!We sell products in the following categories: ['book', 'clothing', 'food]Please input a category name or input 'checkout' to quit: bookWould you like to see products in this category filtered by minimum customer ratings (0-5)? Y/N: YPlease enter the minimum rating: 4Product ID: BO04 Information: ['book', 'Grant', ' 22.50', ' 4.2']Please input product ID or type any key to return:BO04 BO04 added to cartWelcome to shopping at Shoppers Stop!Please input a category name or input 'checkout' to quit: checkoutThanks for shopping at Shoppers Stop. You purchased the followingproduct(s):BO04 ("book', 'Grant', '22.50', ' 4.2']The amount is: $ 22.5Sample I/0 2:Welcome to shopping at Shoppers Stop!We sell products in the following categories: ['book', 'clothing', 'food']Please input a category name or input 'checkout' to quit: bookWould you like to see products in this category filtered by minimum customer ratings (0-5)? Y/N: YPlease enter the minimum rating: 4Product ID: BO04 Information: ['book', 'Grant', ' 22.50', ' 4.2']Please input product ID or type any key to return:b004 BO04 added to cartWelcome to shopping at Shoppers Stop!We sell products in the following categories: ['book', 'clothing', 'food']Please input a category name or input 'checkout' to quit: clothingWould you like to see products in this category filtered by minimum customer ratings (0-5)? Y/N: YPlease enter the minimum rating: 3.7Product ID: CO04 Information: ['clothing', 'Wool Hat', ' 14.00', ' 4.5')Product ID: CO05 Information: ['clothing', 'Wrangler Jeans', ' 24.50', ' 4.1']Product ID: CO06 Information: ['clothing', 'Nike T-shirt',' 19.00','5')Product ID: CO08 Information: ['clothing', 'North Face Fleece Jacket', ' 89.95', ' 4.3']Please input product ID or type any key to return: c008Co08 added to cart:Welcome to shopping at Shoppers Stop!We sell products in the following categories: ['book', 'clothing','food')Please input a category name or input 'checkout' to quit: checkoutThanks for shopping at Shoppers Stop. You purchased the followingproduct(s):b004 ['book', 'Grant', ' 22.50', ' 4.2']c008 ['clothing', 'North Face Fleece Jacket', ' 89.95','4.3'] The amount is: $ 112.45

Topics: Functions, Dictionary, I/O Problem description: Write a python application to simulate an online shopping system, namely "Shoppers Stop". The purpose of this assignment is to gain experience in Python dictionary structure and create basic Python function. Design solution: The program will have a list of all products sold on Shoppers Stop which is provided in the template file. Each product consists only one String of comma-separated data: product_id, category, description, cost, and average customer rating. A customer would like to purchase some products by first input the category name, then asked whether a filter should be applied based on minimum customer rating, if so, a list of filtered products is printed. The user will then enter the product_id in that category. If the user input an invalid category name, the program should provide a list of valid category names and ask the user input the category name again. The user can stop shopping by input "checkout", which trigger the checkout() function that computes the total cost of the products in the cart. A customer will be promoted the following messages while shopping at Shoppers Stop: 1. Please input a category name or input 'checkout' to quit: 1) if user inputs 'checkout' go to 4. 2) else if user inputs a valid category name go to 2. 3) otherwise, ask the user again to "Please input a category name or input 'checkout' to quit:" 2. The user is asked if he would like to see a list of filtered products based on customer rating, for the chosen category. 1) if yes, the minimum rating is retrieved from user 2) else, go to 3. 3. Display all the products in the specified category, and inside the entered range (if applicable) and ask the user "Please input product ID or type any key to return" 1) if user input a valid product ID, add the product ID to the cart (i.e. a list of product ID purchased) 2) else go back to 1. 4. Display all the purchased products with their information and the total cost of these products. Notes: • You will need to build two dictionaries before Step 1: o dict_ID: key is the product ID, value is a list of product's category, description, and cost. o dict_category: key is the category name, value is a list of product IDs. • The cart should be implemented as a list of product ID. • I f user chooses to use the customer rating, the product ID with minimum ratings will be saved in another list.