How do I use the heapq module in Python for priority queues?
You can use the heapq
module to implement a priority queue in Python. It provides an efficient way to maintain a sorted order.
Can you show me a simple example of how to implement it?
Sure! Here's a basic example:
import heapq
# Create an empty priority queue
priority_queue = []
# Add items with their priority
heapq.heappush(priority_queue, (2, 'task 2'))
heapq.heappush(priority_queue, (1, 'task 1'))
heapq.heappush(priority_queue, (3, 'task 3'))
# Pop items in order of priority
while priority_queue:
print(heapq.heappop(priority_queue))
What happens if I add items with the same priority?
If you add items with the same priority, they will be returned in the order they were added, as heapq
maintains a stable sort.
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