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leetcode/apps/docs/content/(02-nodal-grid)/linked-list/141_linked-list-cycle.mdx
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---
title: '141. Linked List Cycle'
description: Given head, the head of a linked list, determine if the linked list has a cycle in it
icon: dot
topics:
- { name: "Hash Table", slug: "hash-table" }
- { name: "Linked List", slug: "linked-list" }
- { name: "Two Pointers", slug: "two-pointers" }
- { name: "Floyd's Cycle Finding Algorithm", slug: "floyds-cycle-finding-algorithm" }
video: "gBTe7lFR3vc"
issue: "https://github.com/prdlk/leetcode/issues/79"
companies:
- { name: "Meta", period: "Thirty Days", frequency: 53.8 }
- { name: "Amazon", period: "Thirty Days", frequency: 39.1 }
- { name: "Google", period: "Thirty Days", frequency: 29 }
- { name: "Nvidia", period: "Three Months", frequency: 87.7 }
- { name: "Microsoft", period: "Three Months", frequency: 42.1 }
- { name: "Bloomberg", period: "Six Months", frequency: 25.5 }
sidebar:
label: 'Linked List Cycle'
badge: 'Easy'
---
::::warning
Can you solve it using O(1) (i.e. constant) memory?
::::
### Example 1:
- Input: `head = [3,2,0,-4], pos = 1`
- Output: `true`
- Explanation: There is a cycle in the linked list, where the tail connects to the 1st node (0-indexed).
### Example 2:
- Input: `head = [1,2], pos = 0`
- Output: `true`
- Explanation: There is a cycle in the linked list, where the tail connects to the 0th node.
### Example 3:
- Input: `head = [1], pos = -1`
- Output: `false`
- Explanation: There is no cycle in the linked list.
### Constraints:
- The number of the nodes in the list is in the range [0, 10^4].
- `-10^5 <= Node.val <= 10^5`
- pos is -1 or a valid index in the linked-list.
## Approach
```mermaid
flowchart TD
S(["hasCycle(head)"]) --> I["fast = slow = head"]
I --> W{"fast and fast.next?"}
W -- no --> E(["return False — ran off the end, no cycle"])
W -- yes --> A["fast = fast.next.next — two steps"]
A --> B["slow = slow.next — one step"]
B --> Q{"fast is slow?"}
Q -- yes --> R(["return True — the gap closed, so it loops"])
Q -- no --> W
```
## Solution
```py
# Definition for singly-linked list.
# class ListNode:
# def __init__(self, x):
# self.val = x
# self.next = None
class Solution:
def hasCycle(self, head: Optional[ListNode]) -> bool:
fast = slow = head
while fast and fast.next:
fast = fast.next.next
slow = slow.next
if fast is slow:
return True
return False
```