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Join Customers and Orders

Join customers with their orders like a LINQ Join and report each customer's total spend.

Cosa imparerai

  • Match two collections on a shared key
  • Sum values per group
  • Sort by a value and break ties by name

Problema

Mostra traduzione

LINQ's Join matches items from two sequences by a shared key, much like a database join. Here, customers are matched with their orders by customer id.

Customer i has id customer_ids[i] and name customer_names[i]. Each order is [customer_id, amount].

Join the two: for every customer with at least one order, add up the amounts of their orders. Customers without orders are left out, and orders whose customer id is unknown are ignored.

Implement join_customers_orders(customer_ids, customer_names, orders).

Input

customer_ids, customer_names: The customers (ids are distinct).

orders: [customer_id, amount] pairs.

Output

Return "<name>:<total>" for each customer with orders, sorted by total from highest to lowest, and by name (ordinal order) when totals are equal.

Vincoli

1 ≤ number of customers ≤ 10,000

0 ≤ number of orders ≤ 100,000; 1 ≤ amount ≤ 10^6

Esempi

Esempio 1
Input:
orders = [
    [1, 50],
    [2, 30],
    [1, 20]
]
customer_ids = [1, 2, 3]
customer_names = ["Ada", "Lin", "Bo"]

Output atteso:
expected = ["Ada:70", "Lin:30"]
Input:
std::vector<std::vector<long long>> orders = {
    {1, 50},
    {2, 30},
    {1, 20}
};
std::vector<long long> customer_ids = {1, 2, 3};
std::vector<std::string> customer_names = {"Ada", "Lin", "Bo"};

Output atteso:
std::vector<std::string> expected = {"Ada:70", "Lin:30"};
Input:
long[][] orders = new long[][] {
    new long[] {1, 50},
    new long[] {2, 30},
    new long[] {1, 20}
};
long[] customer_ids = new long[] {1, 2, 3};
string[] customer_names = new string[] {"Ada", "Lin", "Bo"};

Output atteso:
string[] expected = new string[] {"Ada:70", "Lin:30"};

Spiegazione

Ada has two orders (50 + 20 = 70) and Lin one (30); Bo has none and is left out: ["Ada:70", "Lin:30"].

Esempio 2
Input:
orders = [
    [8, 40],
    [7, 40],
    [9, 99]
]
customer_ids = [7, 8]
customer_names = ["Zoe", "Max"]

Output atteso:
expected = ["Max:40", "Zoe:40"]
Input:
std::vector<std::vector<long long>> orders = {
    {8, 40},
    {7, 40},
    {9, 99}
};
std::vector<long long> customer_ids = {7, 8};
std::vector<std::string> customer_names = {"Zoe", "Max"};

Output atteso:
std::vector<std::string> expected = {"Max:40", "Zoe:40"};
Input:
long[][] orders = new long[][] {
    new long[] {8, 40},
    new long[] {7, 40},
    new long[] {9, 99}
};
long[] customer_ids = new long[] {7, 8};
string[] customer_names = new string[] {"Zoe", "Max"};

Output atteso:
string[] expected = new string[] {"Max:40", "Zoe:40"};

Spiegazione

Both total 40, so they are ordered by name; the order for unknown id 9 is ignored: ["Max:40", "Zoe:40"].

Come affrontarlo

Prova prima da solo, poi apri un suggerimento alla volta.

Suggerimento 1

First add up the order amounts per customer id.

Suggerimento 2

Then go through the customers and keep those that have a total.

Suggerimento 3

Sort by total descending, then by name in ordinal order.

Complessità attesa

O(n log n) time, O(n) extra space

Riferimenti

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