Reverse Linked List
Detailed guide and Python implementation for the 'Reverse Linked List' problem.
1. Concept Overview
The 'Reverse Linked List' problem is a key challenge in the Linked List section.
This implementation focuses on easy-level logic in Python.
We prioritize technical accuracy and code readability in our provided solutions.
2. Real-World Applications
3. Visual Intuition
Visualizing the logic flow for Reverse Linked List.
4. Prerequisites
5. Step-by-Step Thinking
1. Understand the problem
Read the problem statement for Reverse Linked List carefully.
2. Formulate brute force
Draft a simple iterative solution.
3. Identify inefficiency
Look for redundant calculations.
4. Optimize search path
Use hashing or sorting to speed up the process.
5. Final Implementation
Clean up the code for production standards.
Problem Statement
Given the head of a singly linked list, reverse the list, and return the reversed list.
The linked list is represented as a list of values. Implement a function reverseList(head: list) -> list that takes a list representing the linked list and returns the reversed list.
- •The number of nodes in the list is in the range [0, 5000]
- •-5000 <= Node.val <= 5000
Examples
[1,2,3,4,5]
[5,4,3,2,1]
The original list is 1->2->3->4->5. After reversing, it becomes 5->4->3->2->1.
[1,2]
[2,1]
The original list is 1->2. After reversing, it becomes 2->1.
[]
[]
An empty list reversed is still an empty list.
Need a Hint?
Edge Cases to Watch
- Empty input structures
- Single element inputs
- Large numerical bounds
Ready to Solve?
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Interview Insights & Variations
Complexity Analysis Breakdown
Why Time: Directly evaluates all possibilities.
Why Space: Uses standard local memory.
Why Time: Optimized paths reduce total operations.
Why Space: May trade memory for speed.
Optimized Solution Python Code
Optimized Solution Python Code
def reverse_list_opt(head):
if isinstance(head, list):
h = build_linked_list(head)
res = reverse_list_opt_helper(h)
return linked_list_to_list(res)
return reverse_list_opt_helper(head)
def reverse_list_opt_helper(head: ListNode) -> ListNode:
prev = None
curr = head
while curr:
nxt = curr.next
curr.next = prev
prev = curr
curr = nxt
return prevBrute Force Code (Spoiler Guarded)
Brute Force Code (Spoiler Guarded)
def reverse_list_brute(head):
if isinstance(head, list):
h = build_linked_list(head)
res = reverse_list_brute_helper(h)
return linked_list_to_list(res)
return reverse_list_brute_helper(head)
def reverse_list_brute_helper(head: ListNode) -> ListNode:
if not head or not head.next:
return head
nodes = []
curr = head
while curr:
nodes.append(curr)
curr = curr.next
for i in range(len(nodes) - 1, 0, -1):
nodes[i].next = nodes[i - 1]
nodes[0].next = None
return nodes[-1]Algorithm Pattern Checklist
When dealing with Linked List data patterns.
Core Prerequisites
Revision Key Notes
Common Mistakes & Pitfalls
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