Revid AI Coupon Code 20c

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To solve this problem, we need to find the top K most expensive items from a list of dictionaries, where each dictionary represents an item with a name and a price. The solution involves sorting the items primarily by price in descending order and secondarily by name in ascending order if prices are equal.

Approach

  1. Sorting: The primary step is to sort the list of items based on two criteria:
    • Price: Items should be ordered from highest to lowest price.
    • Name: If two items have the same price, they should be ordered alphabetically by their name in ascending order.
  2. Top K Items: After sorting, we select the first K items from the sorted list to get the top K most expensive items.

Solution Code

def top_k_expensive(items, k):
    sorted_items = sorted(items, key=lambda x: (-x['price'], x['name']))
    return sorted_items[:k]

Explanation

  1. Sorting with Custom Key: The sorted function is used with a custom key that sorts the items. The key is a tuple (-x['price'], x['name']):
    • -x['price'] ensures that items are sorted in descending order of price.
    • x['name'] ensures that items with the same price are sorted alphabetically by name in ascending order.
  2. Slicing: After sorting, the first K items are selected using slicing [:k], which efficiently retrieves the top K items from the sorted list.

This approach efficiently handles the sorting and selection of the top K items with minimal computational overhead, leveraging Python's built-in sorting capabilities. The time complexity is dominated by the sorting step, which is O(n log n), where n is the number of items. The space complexity is O(n) due to the storage required for the sorted list.

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