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Module DS-09DSJAVA

K Smallest with a Bounded Heap

DSJAVA β€’ Data Structures and Algorithms in Java

Browser-only practice

Problem Statement

Implementation lab in Heaps and Priority Queues

Mission

Keep only the k smallest values in a max-heap and print them sorted.

Learning outcome: Implement bounded top-k selection

Correctness contract

Invariant: Every parent has priority over its children, and the root is the next item removed.

Required technique: Maintain a max-heap containing at most k retained candidates.

Complexity target: time O(n log k + k log k); space O(k).

Input and output

Input: n, then n integers, then k. Whitespace may be spaces or line breaks.

Output: Print the requested sequence on one line with single spaces and no trailing space. Return it as a String; Main.java prints it without adding other text.

Assumptions:

  • k satisfies 1 <= k <= n.

Before you code

  1. Restate the input and output contract, then predict the visible example without running code.
  2. Implement the core state transition: Maintain a max-heap containing at most k retained candidates.
  3. Trace the smallest boundary case, verify exact formatting, and justify the authored time and auxiliary-space bounds.

Implement Practice.solve(Scanner sc). Keep every provided filename and public class name unchanged.

Sample input

6 9 1 7 3 2 8 3

Sample output

1 2 3

Why the sample works: Visible walkthrough for the ordinary non-trivial path. The bounded max-heap retains only the k smallest candidates seen, after which those candidates are printed in order. Input `6 9 1 7 3 2 8 3` therefore produces `1 2 3`.

Progressive hints

Try the trace and first milestone before opening a hint. Open them in order.

Open hint 1

Hint 1 β€” Contract: identify what each parsed variable represents and write the invariant beside the loop or recursive method.

Open hint 2

Hint 2 β€” Next step: Trace the smallest non-trivial input and write the structure state after the operation before coding the loop.

Open hint 3

Hint 3 β€” Verification: compare the structure state before and after one operation, then test the smallest valid input and a duplicate or unreachable case when allowed.

Constraints

Input contract: n, then n integers, then k.

  • k satisfies 1 <= k <= n.

Required technique: Maintain a max-heap containing at most k retained candidates.

Output contract: Print the requested sequence on one line with single spaces and no trailing space.

Use Java 8-compatible code only. Keep the public class names and Practice.solve(Scanner sc) signature from the starter files.

Input Format

n, then n integers, then k.

Output Format

Print the requested sequence on one line with single spaces and no trailing space.

Sample Testcases

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Sample #1
Public sample
6 9 1 7 3 2 8 3
1 2 3
Visible walkthrough for the ordinary non-trivial path. The bounded max-heap retains only the k smallest candidates seen, after which those candidates are printed in order. Input `6 9 1 7 3 2 8 3` therefore produces `1 2 3`.

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