Question

2353. Design a Food Rating System

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Description

Design a food rating system that can do the following:

• Modify the rating of a food item listed in the system.
• Return the highest-rated food item for a type of cuisine in the system.

Implement the FoodRatings class:

• FoodRatings(String[] foods, String[] cuisines, int[] ratings) Initializes the system. The food items are described by foods, cuisines and ratings, all of which have a length of n.
  • foods[i] is the name of the ith food,
  • cuisines[i] is the type of cuisine of the ith food, and
  • ratings[i] is the initial rating of the ith food.
• void changeRating(String food, int newRating) Changes the rating of the food item with the name food.
• String highestRated(String cuisine) Returns the name of the food item that has the highest rating for the given type of cuisine. If there is a tie, return the item with the lexicographically smaller name.

Note that a string x is lexicographically smaller than string y if x comes before y in dictionary order, that is, either x is a prefix of y, or if i is the first position such that x[i] != y[i], then x[i] comes before y[i] in alphabetic order.

 

Example 1:

Input
["FoodRatings", "highestRated", "highestRated", "changeRating", "highestRated", "changeRating", "highestRated"]
[[["kimchi", "miso", "sushi", "moussaka", "ramen", "bulgogi"], ["korean", "japanese", "japanese", "greek", "japanese", "korean"], [9, 12, 8, 15, 14, 7]], ["korean"], ["japanese"], ["sushi", 16], ["japanese"], ["ramen", 16], ["japanese"]]
Output
[null, "kimchi", "ramen", null, "sushi", null, "ramen"]

Explanation
FoodRatings foodRatings = new FoodRatings(["kimchi", "miso", "sushi", "moussaka", "ramen", "bulgogi"], ["korean", "japanese", "japanese", "greek", "japanese", "korean"], [9, 12, 8, 15, 14, 7]);
foodRatings.highestRated("korean"); // return "kimchi"
                  // "kimchi" is the highest rated korean food with a rating of 9.
foodRatings.highestRated("japanese"); // return "ramen"
                    // "ramen" is the highest rated japanese food with a rating of 14.
foodRatings.changeRating("sushi", 16); // "sushi" now has a rating of 16.
foodRatings.highestRated("japanese"); // return "sushi"
                    // "sushi" is the highest rated japanese food with a rating of 16.
foodRatings.changeRating("ramen", 16); // "ramen" now has a rating of 16.
foodRatings.highestRated("japanese"); // return "ramen"
                    // Both "sushi" and "ramen" have a rating of 16.
                    // However, "ramen" is lexicographically smaller than "sushi".

 

Constraints:

• 1 <= n <= 2 * 104
• n == foods.length == cuisines.length == ratings.length
• 1 <= foods[i].length, cuisines[i].length <= 10
• foods[i], cuisines[i] consist of lowercase English letters.
• 1 <= ratings[i] <= 108
• All the strings in foods are distinct.
• food will be the name of a food item in the system across all calls to changeRating.
• cuisine will be a type of cuisine of at least one food item in the system across all calls to highestRated.
• At most 2 * 104 calls in total will be made to changeRating and highestRated.

Solutions

Solution 1

from sortedcontainers import SortedSet


class FoodRatings:
  def __init__(self, foods: List[str], cuisines: List[str], ratings: List[int]):
    self.mp = {}
    self.t = defaultdict(lambda: SortedSet(key=lambda x: (-x[0], x[1])))

    for a, b, c in zip(foods, cuisines, ratings):
      self.mp[a] = (b, c)
      self.t[b].add((c, a))

  def changeRating(self, food: str, newRating: int) -> None:
    b, c = self.mp[food]
    self.mp[food] = (b, newRating)
    self.t[b].remove((c, food))
    self.t[b].add((newRating, food))

  def highestRated(self, cuisine: str) -> str:
    return self.t[cuisine][0][1]


# Your FoodRatings object will be instantiated and called as such:
# obj = FoodRatings(foods, cuisines, ratings)
# obj.changeRating(food,newRating)
# param_2 = obj.highestRated(cuisine)

using pis = pair<int, string>;

class FoodRatings {
  map<string, pis> mp;
  map<string, set<pis>> t;

public:
  FoodRatings(vector<string>& foods, vector<string>& cuisines, vector<int>& ratings) {
    int n = foods.size();
    for (int i = 0; i < n; ++i) {
      string a = foods[i], b = cuisines[i];
      int c = ratings[i];
      mp[a] = pis(c, b);
      t[b].insert(pis(-c, a));
    }
  }

  void changeRating(string food, int newRating) {
    pis& p = mp[food];
    t[p.second].erase(pis(-p.first, food));
    p.first = newRating;
    t[p.second].insert(pis(-p.first, food));
  }

  string highestRated(string cuisine) {
    return t[cuisine].begin()->second;
  }
};

/**
 * Your FoodRatings object will be instantiated and called as such:
 * FoodRatings* obj = new FoodRatings(foods, cuisines, ratings);
 * obj->changeRating(food,newRating);
 * string param_2 = obj->highestRated(cuisine);
 */