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sorting-basics

Sorting basics

Last reviewed Jun 1, 2026 Content v20260601
Track mode
server_compiled
Means
Compiled runner
Reading
~1 min
Level
beginner

This lesson

This lesson teaches Sorting basics: data structure and algorithm concepts with complexity analysis and interview-ready C++ examples.

Teams apply Sorting basics in every serious DSA project—skipping it leaves blind spots in analysis and reviews.

You will apply Sorting basics in contexts like: Interview loops, performance tuning, and foundational CS courses.

Compile and run C++17 snippets in the playground (`int main`, `std::cout`); after each run, state time and space complexity before moving on.

When you can explain the previous lesson's ideas in your own words.

Sorting orders elements so binary search and two-pointer techniques apply. Comparison sorts target O(n log n); know when stability matters.

Built-in sort

std::sort on vectors—O(n log n) average. std::stable_sort preserves equal-element order.

Conceptual complexities

  • Bubble / insertion — O(n²), educational
  • Merge sort — O(n log n), stable, extra space
  • Quick sort — O(n log n) average, in-place partition

Sort then scan

#include 
#include 
#include 

int main() {
    std::vector a = {5, 1, 4, 2, 8};
    std::sort(a.begin(), a.end());
    for (int x : a) std::cout << x << " ";
    std::cout << "\n";
    return 0;
}

Important interview questions and answers

  1. Q: Stable sort meaning?
    A: Equal keys keep original relative order—important for sorting by multiple keys.
  2. Q: Sort before binary search?
    A: Binary search requires sorted data—O(n log n) sort + O(log n) search.

Self-check

  1. What is typical complexity of std::sort?
  2. When use stable_sort?

Tip: Sorting unlocks binary search and two pointers—O(n log n) preprocessing trade.

Interview prep

Why sort?

Enables binary search, two pointers, duplicate grouping.

Stable sort?

Preserves order of equal keys—stable_sort in C++.

Interview tip Lesson completion confidence

Can you explain this lesson in 30 seconds without reading notes?

Not saved yet.

Playground

Runs on the configured server runner (dev: npm run runner with LEARNING_RUNNER_ENABLED=true). Output appears below the editor.

Check yourself

Multiple choice — immediate feedback.

Discussion

Past discussion is visible to everyone. Only logged-in users can post comments and replies.

Starter discussion topics

  • Stable sort?
  • When sort first?

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