1. Code Question 1
An AWS client has brought servers and databases from data centers in different parts of the world for their application. For simplicity, let's assume all the servers and data centers are located on a 1-dimensional line.
You have been given the task of optimizing the network connection. Each data center must be connected to a server. The positions of n
data centers and n
servers are given in the form of arrays. Any particular data center, center[i]
, can deliver to any particular server destination, destination[j]
. The lag is defined as the distance between a data center at location x
and a server destination at location y
as |x - y|
, i.e., the absolute difference between x
and y
. Determine the minimum lag to establish the entire network.
Example
There are n = 3
connections, the positions of data centers, center = [1, 2, 2]
, and the positions of the server destinations, destination = [5, 2, 4]
.
The most efficient deliveries are:
- The center at location 1 makes the first connection to the server at location 2.
- The center at location 2 makes the second connection to the server at location 4.
- The center at location 2 makes the third connection to the server at location 5.
The minimum total lag is:abs(1 - 2) + abs(2 - 4) + abs(2 - 5) = 1 + 2 + 3 = 6
.
Function Description
Complete the function getMinDistance
in the editor below.
getMinDistance
has the following parameter(s):
int center[n]
: the positions of data centersint destination[n]
: the positions of server destinations
Returnslong int
: the minimum lag
Constraints
1 ≤ n ≤ 10^5
1 ≤ center[i], destination[i] ≤ 10^9
Sample Case 0
Sample Input
5
3
1
6
8
9
5
2
3
1
7
9
Sample Output
5
Explanation
You may create the connections as:center = [1, 3, 6, 8, 9]
destination = [2, 3, 7, 9]
The minimum total distance is calculated as:abs(1 - 1) + abs(2 - 3) + abs(3 - 6) + abs(7 - 8) + abs(9 - 9) = 0 + 1 + 3 + 1 + 0 = 5
.
2. Code Question 2
AWS provides many services for outlier detection. A prototype small service to detect an outlier in an array of integers is under development.
Given an array of n
integers, there are (n - 2)
normal numbers and the sum of the (n - 2)
numbers originally in this array. If a number is neither in the original numbers nor is it their sum, it is an outlier. Discover the potential outliers and return the greatest of them.
Note: It is guaranteed that the answer exists.
Example
n = 6
arr = [4, 1, 3, 16, 2, 10]
There are two potential outliers:
- Remove 16 →
arr' = [4, 1, 3, 2, 10]
. The sum of[4, 1, 3, 2]
is 10, so 16 is a potential outlier. (It is not an original number or their sum.) - Remove 4 →
arr' = [1, 3, 16, 2, 10]
. The sum of[1, 3, 2, 10]
is 16, so 4 is a potential outlier.
The outlier is the greater of the two potential outliers, so 16 is the outlier.
Function Description
Complete the function getOutlierValue
in the editor below.
getOutlierValue
has the following parameter(s):
int arr[n]
: value of(n - 2)
numbers, their sum, and outlier value.
Returnsint
: the outlier value
Constraints
3 ≤ n ≤ 10^5
1 ≤ arr[i] ≤ 10^9
Input Format For Custom Testing
Sample Case 0
Sample Input
6
4
1
2
1
10
3
Sample Output
1
Explanation
The original list is [1, 2, 3, 4]
with a sum of 10.
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