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Compressed Mode Alibaba SQL Interview Question
Compressed Mode
Alibaba SQL Interview Question
You're given a table containing the item count for each order on Alibaba, along with the frequency of orders that have the same item count. Write a query to retrieve the mode of the order occurrences. Additionally, if there are multiple item counts with the same mode, the results should be sorted in ascending order.
Clarifications:
- : Represents the number of items sold in each order.
- : Represents the frequency of orders with the corresponding number of items sold per order.
- For example, if there are 800 orders with 3 items sold in each order, the record would have an of 3 and an of 800.
Effective June 14th, 2023, the problem statement has been revised and additional clarification have been added for clarity.
Table:
| Column Name | Type |
|---|---|
| item_count | integer |
| order_occurrences | integer |
Example Input:
| item_count | order_occurrences |
|---|---|
| 1 | 500 |
| 2 | 1000 |
| 3 | 800 |
Example Output:
| mode |
|---|
| 2 |
Explanation:
Based on the example output, the value of 1000 corresponds to the highest frequency among all item counts. This means that item count of 2 has occurred 1000 times, making it the mode of order occurrences.
The dataset you are querying against may have different input & output - this is just an example!
Solution
To tackle the task of finding the mode of order occurrences more effectively, let's break it down into smaller steps.
Step 1: Find the mode of order occurrences
The mode represents the value with the highest frequency or the most common number of order occurrences. We can approach this in 2 ways:
The first approach is to use the aggregate function, which gives us the maximum value in the field. This value represents the mode.
Another approach is to utilize the function which determines the mode within a group of values. In our case, it finds the mode of the values. You can learn more about the function here.
Executing either of these methods will provide us with the same result: the mode of order occurrences.
Method #1: Using MAX()
Method #2: Using MODE() WITHIN GROUP ()
Step 2: Match the mode to the corresponding item count
Now, let's determine which corresponds to the mode of . To do so, include in the statement while filtering the results using either the or method.
Method #1: Using MAX()
Method #2: Using MODE() WITHIN GROUP ()
Step 3: Order the results by item count
Finally, to sort the results by the corresponding in ascending order, add the clause at the end of the query.
Method #1: Using MAX()
Method #2: Using MODE() WITHIN GROUP ()