136.Rotate Image

📌 NeetCode 150: Rotate Image (136. Rotate-Image)

• NeetCode Link: Rotate Image - NeetCode
• LeetCode Link: LeetCode 48 - Rotate Image
• Difficulty: Medium
• Category: Math & Geometry
• Recommended Complexity: Time: $\mathcal{O}(N)$ | Space: $\mathcal{O}(N)$
• C# Project File: 136.Rotate-Image.csproj
• C# Source Code: Program.cs
• Shared Runner Library: DSA.Common

---

📋 Problem Statement

Implement the solution for Rotate Image. Given the problem inputs, return the expected target output.

Examples

Example 1:

Input: sample_input
Output: sample_output

---

💡 NeetCode Hints & Strategy

TIP

• Hint 1: Consider the core data structures relevant to Math & Geometry.
• Hint 2: Look for optimal time complexity targets before implementing brute force.
• Hint 3: Pay attention to edge cases like empty arrays, single elements, boundary values, or negative numbers.

---

🏋️ Space to Practice

📝 Step-by-Step Self-Solving Framework

1. Understand Goal: Identify the primary objective and expected return format.
2. Evaluate Constraints: Check input size bounds to establish target complexity.
3. Select Strategy: Determine optimal algorithmic technique (Math & Geometry).
4. Draft Pseudocode:

   // Write your thought process and pseudocode here...

💻 My C# Code Scratchpad

public static string UserSolution(string input)
{
    // Write your solution here!
    return "TODO";
}

---

🧪 Test Cases & Benchmark Matrix

Case #	Input	Expected Output	Type	Target Time	Target Memory
1	Sample 1	Expected 1	Standard Case	$<1\text{ ms}$	Minimal
2	Sample 2	Expected 2	Standard Case	$<1\text{ ms}$	Minimal

---

💡 Multi-Solution Analysis (Deep Step-by-Step Explanations)

Approach 1: Optimal Solution ⭐

Intuition & Concept

Detailed strategy explanation for solving Rotate Image.

Step-by-Step Solving Logic

1. Step 1: Parse and validate input boundaries.
2. Step 2: Apply core algorithm pattern for Math & Geometry.
3. Step 3: Return optimal result.

C# Source Code

public static string Reference_Optimal(string input)
{
    return "TODO";
}

Complexity Analysis

• Time Complexity: $\mathcal{O}(N)$
• Space Complexity: $\mathcal{O}(N)$

---

🛠️ C# Tips & Common Pitfalls

1. Shared Benchmarking:
   • Use DSA.Common.DsaTestRunner to measure execution time (ms) and thread memory allocations (Bytes) automatically!