add ll and array example

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marina 2023-08-01 14:58:37 -07:00 committed by GitHub
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@ -3,7 +3,13 @@
<br>
* queues are **first in, first out structures (FIFO)** (i.e., items are removed at the same order they are added) that can be implemented with two arrays or a dynamic array (linked list), as long as items are added and removed from opposite sides.
* if implemented with a dynamic array, a more efficient solution is to use a circular queue (ring buffer), i.e. a fixed-size array and two pointers to indicate the starting and ending positions. an advantage of circular queues is that we can use the spaces in front of the queue. in a normal queue, once the queue becomes full, we cannot insert the next element even if there is a space in front of the queue. but using the circular queue, we can use the space to store new values.
* if implemented with a dynamic array, a more efficient solution is to use a circular queue (ring buffer), i.e. a fixed-size array and two pointers to indicate the starting and ending positions.
* an advantage of circular queues is that we can use the spaces in front of the queue.
* in a normal queue, once the queue becomes full, we cannot insert the next element even if there is a space in front of the queue. but using the circular queue, we can use the space to store new values.
* queues are often used in breath-first search (where you store a list of nodes to be processed) or when implementing a cache.
@ -24,7 +30,7 @@ tail_index = (head_index + queue_length - 1) % queue_capacity
<br>
* here is an example of an implementation using a "fixed-sized" array (sort of):
* here is an example of an implementation using a "fixed-sized" array (sort of) using arrays:
<br>
@ -84,6 +90,80 @@ class CircularQueue:
return self._get_next_position(self.tail) == self.head
```
<br>
* and here is a much clear example using a linked list:
<br>
```python
class Node:
def __init__(self, value, next=None):
self.value = value
self.next = next
class CircularQueue:
def __init__(self, k: int):
self.capacity = k
self.count = 0
self.head = None
self.tail = None
def enqueue(self, value: int) -> bool:
if self.count == self.capacity:
return False
if self.count == 0:
self.head = Node(value)
self.tail = self.head
else:
new_node = Node(value)
self.tail.next = new_node
self.tail = new_node
self.count += 1
return True
def dequeue(self) -> bool:
if self.count == 0:
return False
self.head = self.head.next
self.count -= 1
return True
def front(self) -> int:
if self.count == 0:
return -1
return self.head.value
def rear(self) -> int:
if self.count == 0:
return -1
return self.tail.value
def is_empty(self) -> bool:
return self.count == 0
def is_full(self) -> bool:
return self.count == self.capacity
```
<br>
* note that this queue is not thread-safe: the data structure could be corrupted in a multi-threaded environment (as race-condition could occur). to mitigate this problem, one could add the protection of a lock.