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# How To Reverse a LinkedList

```
class LinkedList:
def __init__(self, value):
self.value = value
self.next = None
# return the head of the new linked list
def reverseLinkedList(head):
# go!
```

We start out with a linked list like this

```
None 0 -> 1 -> 2 -> 3 -> 4 -> 5
prev A B
```

The variable `head`

points at 0.

There are a few constraints when solving this problem

- Your solution should absolutely be
`O(n)`

- Use as few variables as possible - management of the pointers is what makes this problem challenging

Walking through each iteration helped me.

```
# after 1 iteration
None <- 0 1 -> 2 -> 3 -> 4 -> 5
prev A B
```

We set `A.next`

to `prev`

, then iterate forward. The variable `B`

really just exists so we can iterate forward once we point `A.next`

elsewhere.

```
# after 2 iterations
None <- 0 <- 1 2 -> 3 -> 4 -> 5
prev A B
# after 3 iterations
None <- 0 <- 1 <- 2 3 -> 4 -> 5
prev A B
# after 4 iterations
None <- 0 <- 1 <- 2 <- 3 4 -> 5
prev A B
# after 5 iterations
None <- 0 <- 1 <- 2 <- 3 <- 4 5
prev A B
# after 6 iterations
None <- 0 <- 1 <- 2 <- 3 <- 4 <- 5 None None
prev A B
```

Note that `prev`

now points at the new `head`

.

Here's the final solution.

```
class LinkedList:
def __init__(self, value):
self.value = value
self.next = None
def reverseLinkedList(head):
prev = None
a = head
b = a.next
while a is not None:
a.next = prev
prev = a
a = b
b = b.next if b is not None else None
return prev
```

You can get rid of the `if b is not None else None`

section if you rearrange the order in which you set everything (you set `b = a.next`

before you do `a.next = prev`

, but honestly I find that harder to reason about.

This solution has `O(n)`

time complexity and `O(1)`

space complexity.