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leetcode
Title
Table Of Contents
easy
13. Roman to Integer
14. Longest Common Prefix
20. Valid Parentheses
26. Remove Duplicates from Sorted Array
35. Search Insert Position
69. Sqrt(x)
70. Climbing Stairs
88. Merge Sorted Array (In-Place)
104. Maximum Depth of Binary Tree
118. Pascal's Triangle
121. Best Time to Buy and Sell Stock
205. Isomorphic Strings
242. Valid Anagram
283. Move Zeroes
345. Reverse Vowels of a String
605. Can Place Flowers
704. Binary Search
796. Rotate String
1071. Greatest Common Divisor of Strings
1299. Replace Elements with Greatest Element on Right Side
1431. Kids With the Greatest Number of Candies
1614. Maximum Nesting Depth of the Parentheses
1752. Check if Array Is Sorted and Rotated
1768. Merge Strings Alternately
1903. Largest Odd Number in String
2965. Find Missing and Repeated Values
hard
25. Reverse Nodes in k-Group
26. Remove Duplicates from Sorted Array
27. Remove Element
42. Trapping Rain Water
51. N-Queens
55. Jump Game
80. Remove Duplicates from Sorted Array II
88. Merge Sorted Array
121. Best Time to Buy and Sell Stock
122. Best Time to Buy and Sell Stock II
189. Rotate Array
274. H-Index
medium
2. Add Two Numbers
3. Longest Substring Without Repeating Characters
5. Longest Palindromic Substring
8. String to Integer (atoi)
11. Container With Most Water
15. 3Sum
17. Letter Combinations of a Phone Number
19. Remove Nth Node From End of List
22. Generate Parentheses
33. Search in Rotated Sorted Array
34. Find First and Last Position of Element in Sorted Array
48. Rotate Image
49. Group Anagrams
50. Pow(x, n)
53. Maximum Subarray
54. Spiral Matrix
56. Merge Intervals
61. Rotate List
73. Set Matrix Zeroes
74. Search a 2D Matrix
75. Sort Colors
78. Subsets
137. Single Number II
138. Copy List with Random Pointer
150. Evaluate Reverse Polish Notation
151. Reverse Words in a String
153. Find Minimum in Rotated Sorted Array
155. Min Stack
162. Find Peak Element
169. Majority Element
198. House Robber
207. Course Schedule
215. Kth Largest Element in an Array
227. Basic Calculator II
236. Lowest Common Ancestor of a Binary Tree
237. Delete Node in a Linked List
238. Product of Array Except Self
451. Sort Characters By Frequency
540. Single Element in a Sorted Array
560. Subarray Sum Equals K
636. Exclusive Time of Functions
875. Koko Eating Bananas
1011. Capacity To Ship Packages Within D Days
1101. The Earliest Moment When Everyone Become Friends
1283. Find the Smallest Divisor Given a Threshold
2140. Solving Questions With Brainpower
3169. Count Days Without Meetings
3481. Apply Substitutions
rotate-array-approach-1
189. Rotate Array (Approach 2 )
189. Rotate Array (Approach 1 )
number-of-islands-approach-1
200. Number of Islands (Approach 2)
200. Number of Islands (Approach 1)
meeting-rooms-ii-approach-1
253. Approach Using Priority Queue
253. Meeting Rooms II
misc
Calculate Floor & Ceiling
Find Nth Root Of M
Flatten A Linked List
Implement Lower Bound
Implement Upper Bound
Number of occurrence
take-u-forward
Recently Solved
arrays
The Ultimate Array Pattern Playbook
faqs-hard
Count Inversions in an Array
Find The Repeating And Missing Number
Majority Element II
Maximum Product Subarray
Merge Sorted Array (In-Place)
Reverse Pairs
faqs-medium
3. 3Sum
4. 4Sum
Maximum Subarray
Leaders in an Array
Majority Element
Next Permutation
Get specific element from Pascal's Triangle
Pascal's Triangle II (Row Generation)
Generate Pascal's Triangle (Full)
Spiral Matrix Traversal
Rearrange Array Elements by Sign
Rotate Image
Sort Colors (Dutch National Flag)
Two Sum
fundamentals
Check if Array is Sorted
Largest Element in an Array
Array Rotation (Left and Right)
Left Rotate Array by One
Linear Search
Max Consecutive Ones
Second Largest Element in an Array
Single Number
logic-building
Missing Number
Intersection of Two Sorted Arrays (with Duplicates)
Move Zeros to End
Remove Duplicates from Sorted Array
Union of Two Sorted Arrays
binary-search
About
d-arrays
Find Row With Maximum 1'S
Search In A 2D Matrix
faqs
Aggressive Cows
Allocate Books
Find Peak Element
Kth Element Of 2 Sorted Arrays
Minimise Max Distance to Gas Stations
Split Array - Largest Sum
fundamentals
Lower Bound
Binary Search
Upper Bound
logic-building
Count Occurrences in a Sorted Array
Find Minimum in Rotated Sorted Array
Find out how many times the array is rotated
Find First and Last Position of Element in Sorted Array
Floor and Ceil in Sorted Array
Kth Missing Positive Number
Search in Rotated Sorted Array
Search in Rotated Sorted Array II (With Duplicates)
Search Insert Position
Single Element in a Sorted Array
on-answers
Capacity To Ship Packages Within D Days
Find Nth Root of M
Find Square Root of a Number
Smallest Divisor Given a Threshold
Koko Eating Bananas (Minimum Rate)
Minimum Days to Make M Bouquets
Painter's Partition Problem
Split Array Largest Sum
hashing
Theory
faqs
Subarray Sum Equals K
Count Subarrays with Given XOR K
Largest Subarray with 0 Sum
Longest Consecutive Sequence
Longest Subarray with Sum K
recursion
faqs-medium
Combination Sum II (Unique Combinations)
Combination Sum (Unbounded)
Subset Sums
hard
Letter Combinations of a Phone Number
implementation-problems
Generate Parentheses
Power Function: pow(x, n)
Subsets (The Power Set)
subsequence-pattern-problems
Subsequence Sum Existence
Count All Subsequences With Sum K
sorting
Bubble Sort
Insertion Sort
Merge Sort
Quick Sort
Selection Sort
string
Isomorphic Strings
Largest Odd Number in String
Longest Common Prefix
Reverse Words in a String
Code Scratch›take u forward›arrays›faqs medium

Spiral Matrix Traversal

# Question

Given an M×NM \times NM×N matrix, return all elements of the matrix in a clockwise spiral manner in a single-dimensional array.

# Solution

# Pattern

Boundary Simulation (Shrinking Rectangle)

# How to Identify

  • The problem involves a 2D grid/matrix.
  • The traversal is non-linear (spiral, zigzag, diagonal).
  • The path has specific "turning points" at the edges of the unvisited area.

# Description

The algorithm uses four pointers: top, bottom, left, and right. These represent the current boundaries of the "unvisited" matrix. We perform four distinct linear traversals (Right, Down, Left, Up). After each side is completed, we "shrink" that boundary (e.g., top++ after moving right) until the boundaries cross.

# The Intuition

Imagine a rectangular field of grass. You want to mow it in a spiral. You mow the top edge, then you can't mow that row again, so you move your "fence" down. Then you mow the right edge and move your "fence" left. You keep doing this until the fences meet in the middle and there is no grass left to mow.

# Complexity

LabelWorstAverage
Time ComplexityO(M×N)O(M \times N)O(M×N)O(M×N)O(M \times N)O(M×N)
Space Complexity (Aux)O(1)O(1)O(1)O(1)O(1)O(1)

Note: MMM = rows, NNN = columns. We visit each element exactly once.

# Code

class Solution {
    public List<Integer> spiralOrder(int[][] matrix) {
        List&lt;Integer&gt; res = new ArrayList<>();
        // Guardrail: Always check for null or empty at Google
        if (matrix == null || matrix.length == 0) return res;
 
        int left = 0, right = matrix[0].length - 1;
        int top = 0, bottom = matrix.length - 1; 
 
        while (top &lt;= bottom && left &lt;= right) {
            
            // 1. Move Right: Constant 'top', varying column 'i'
            for (int i = left; i <= right; ++i) {
                res.add(matrix[top][i]);
            }
            top++;
 
            // 2. Move Down: Constant 'right', varying row 'j'
            for (int j = top; j <= bottom; ++j) {
                res.add(matrix[j][right]);
            }
            right--;
 
            // 3. Move Left: Check needed to ensure row hasn't been finished
            if (top <= bottom) {
                for (int i = right; i &gt;= left; --i) {
                    res.add(matrix[bottom][i]);
                }
                bottom--;
            }
 
            // 4. Move Up: Check needed to ensure column hasn't been finished
            if (left &lt;= right) {
                for (int j = bottom; j &gt;= top; --j) {
                    res.add(matrix[j][left]);
                }
                left++;
            }
        }
 
        return res;
    }
}

# Concepts to Think About

  • Direction Arrays: Another way to solve this is using a direction array dr = {0, 1, 0, -1} and dc = {1, 0, -1, 0} to cycle through Right, Down, Left, and Up. When would this be better than the boundary approach? (Hint: Useful for complex paths like "Spiral II" or "Spira III").
  • The Non-Square Case: Why do we need the if (top <= bottom) check inside the loop? (Hint: For a 3×1 or 1×3 matrix, the boundaries might cross mid-cycle, causing the code to process the same elements in reverse).
  • Recursive vs Iterative: Could you solve this recursively? What would be the impact on the Stack Space? (Hint: O(min(M,N)) recursion depth).
  • In-Place Modification: If the problem asked you to generate a spiral matrix from 1 to n2^22 in O(1) auxiliary space, how would the logic change?
  • Matrix Transpose: Is there a way to solve this by repeatedly "rotating" the matrix? (Look up the Pythonic one-liner: matrix.pop(0) + spiralOrder(zip(*matrix)[::-1])). While cool, why is this inefficient in Java?
  • The Single-Row/Column Case: How does your code handle a 1×5 matrix? (The if(top <= bottom) check prevents the "Move Left" loop from re-processing the only row already processed by "Move Right").
  • Spiral Matrix II: A common follow-up is being given an integer n and having to generate an n×n matrix filled with elements from 1 to n2n^2n2 in spiral order. Could you adapt this logic to write instead of read?
  • Directional Vectors: In more complex simulations (like a 3D spiral), we use a directions array: int[][] dirs = {% raw %}{{0, 1}, {1, 0}, {0, -1}, {-1, 0}}{% endraw %}. This allows you to handle the "turn" with a simple (dirIndex + 1) % 4.
  • Layer-by-layer Recursion: Could this be solved recursively? What would the base case be? (Usually when left > right or top > bottom).
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CONTENTS
QuestionSolutionPatternDescriptionThe IntuitionComplexityCodeConcepts to Think About