A clear explanation of constructing an array with exactly k distinct adjacent differences using a greedy pattern.
Problem Restatement
We are given two integers:
| Variable | Meaning |
|---|---|
n | We must use numbers from 1 to n |
k | Required number of distinct adjacent differences |
We need to construct an array containing every integer from 1 to n exactly once such that the set of absolute differences between neighboring elements contains exactly k distinct values.
For an array:
arrthe adjacent differences are:
|arr[i] - arr[i + 1]|for all valid indices i.
Return any valid array.
Input and Output
| Item | Meaning |
|---|---|
| Input | Integers n and k |
| Output | A permutation of 1 to n |
| Distinctness rule | Adjacent absolute differences must contain exactly k distinct values |
| Permutation rule | Every number from 1 to n appears exactly once |
Example function shape:
def constructArray(n: int, k: int) -> list[int]:
...Examples
Consider:
n = 3
k = 1One valid answer is:
[1, 2, 3]The adjacent differences are:
|1 - 2| = 1
|2 - 3| = 1The distinct difference set is:
{1}So there is exactly one distinct difference.
Now consider:
n = 3
k = 2One valid answer is:
[1, 3, 2]The adjacent differences are:
|1 - 3| = 2
|3 - 2| = 1The distinct difference set is:
{1, 2}So there are exactly two distinct differences.
Another example:
n = 7
k = 3One valid construction is:
[1, 4, 2, 3, 5, 6, 7]The adjacent differences are:
3, 2, 1, 2, 1, 1The distinct set is:
{1, 2, 3}First Thought: Try All Permutations
A direct solution is to generate every permutation of:
1, 2, ..., nand count the distinct adjacent differences.
This works for very small n, but the number of permutations is:
n!which becomes impossible quickly.
We need a direct construction.
Key Insight
We want exactly:
k distinct differencesThe important observation is:
Using alternating low and high numbers creates many distinct differences.For example:
1, 5, 2, 4, 3produces differences:
4, 3, 2, 1This creates a decreasing sequence of distinct differences.
More generally, if we alternate between the smallest and largest remaining values, we create new differences step by step.
Constructing Exactly k Differences
Suppose we want:
k distinct differencesWe can build the first k + 1 elements carefully so their differences are:
k, k - 1, k - 2, ..., 1That gives exactly k distinct values.
After that, we append the remaining numbers in increasing order.
Those later differences are only:
1which already exists in the set, so no new distinct difference is created.
Alternating Pattern
Use two pointers:
| Pointer | Meaning |
|---|---|
left | Smallest unused value |
right | Largest value needed for the alternating block |
Build the first k + 1 numbers by alternating:
smallest, largest, next smallest, next largest, ...This generates distinct differences:
k, k - 1, k - 2, ...Then append the remaining values in increasing order.
Example Walkthrough
Suppose:
n = 7
k = 3We use numbers:
1 to 4for the alternating section.
Start:
left = 1
right = 4Build:
1, 4, 2, 3Differences:
3, 2, 1Exactly three distinct values.
Now append the remaining numbers:
5, 6, 7Final array:
[1, 4, 2, 3, 5, 6, 7]The later differences are only 1 or 2, which are already present.
Algorithm
- Create an empty result list.
- Set:
left = 1right = k + 1
- Alternate between
leftandright:- Append
left, increaseleft - Append
right, decreaseright
- Append
- Continue until all values from
1tok + 1are used. - Append remaining values:
k + 2ton
- Return the result.
Correctness
The alternating construction uses exactly the numbers from 1 to k + 1.
At every step, the difference between consecutive elements decreases by 1.
For example:
1, k+1, 2, k, 3, ...creates differences:
k, k-1, k-2, ...Therefore, the first k adjacent differences are all distinct and equal to:
1, 2, ..., kSo the array already contains exactly k distinct differences.
The remaining values are appended in increasing order. Their adjacent differences are all 1, which is already included in the existing difference set. Therefore, no new distinct differences are introduced.
Every number from 1 to n appears exactly once, so the result is a valid permutation.
Thus, the algorithm constructs a permutation whose adjacent differences contain exactly k distinct values.
Complexity
| Metric | Value | Why |
|---|---|---|
| Time | O(n) | Every number is appended once |
| Space | O(n) | The output array stores n numbers |
Implementation
from typing import List
class Solution:
def constructArray(self, n: int, k: int) -> List[int]:
result = []
left = 1
right = k + 1
while left <= right:
result.append(left)
left += 1
if left <= right:
result.append(right)
right -= 1
for value in range(k + 2, n + 1):
result.append(value)
return resultCode Explanation
We begin with:
left = 1
right = k + 1The alternating section uses numbers from:
1 to k + 1Then we alternate between the smallest and largest remaining values:
result.append(left)
left += 1and:
result.append(right)
right -= 1This creates decreasing distinct differences.
For example:
1, 5, 2, 4, 3produces:
4, 3, 2, 1After all numbers in the alternating block are used, we append the remaining numbers normally:
for value in range(k + 2, n + 1):
result.append(value)These only create differences already present.
Finally:
return resultreturns the constructed permutation.
Testing
def distinct_differences(arr):
return len({
abs(arr[i] - arr[i + 1])
for i in range(len(arr) - 1)
})
def run_tests():
s = Solution()
arr = s.constructArray(3, 1)
assert sorted(arr) == [1, 2, 3]
assert distinct_differences(arr) == 1
arr = s.constructArray(3, 2)
assert sorted(arr) == [1, 2, 3]
assert distinct_differences(arr) == 2
arr = s.constructArray(7, 3)
assert sorted(arr) == [1, 2, 3, 4, 5, 6, 7]
assert distinct_differences(arr) == 3
arr = s.constructArray(10, 4)
assert sorted(arr) == list(range(1, 11))
assert distinct_differences(arr) == 4
arr = s.constructArray(2, 1)
assert sorted(arr) == [1, 2]
assert distinct_differences(arr) == 1
print("all tests passed")
run_tests()Test meaning:
| Test | Why |
|---|---|
n=3, k=1 | Smallest simple case |
n=3, k=2 | Maximum distinct differences for size 3 |
n=7, k=3 | Standard alternating construction |
n=10, k=4 | Larger example |
n=2, k=1 | Smallest valid input |