How can I implement a thread-safe queue in Python?
You can use the queue
module in Python, which provides a Queue
class that is thread-safe. Would you like a code example?
Yes, please provide a code example.
Here's a simple example:
import queue
import threading
# Create a thread-safe queue
q = queue.Queue()
# Function to add items to the queue
def producer():
for i in range(5):
q.put(i)
print(f'Produced {i}')
# Function to remove items from the queue
def consumer():
while True:
item = q.get()
if item is None:
break
print(f'Consumed {item}')
# Start producer and consumer threads
prod_thread = threading.Thread(target=producer)
cons_thread = threading.Thread(target=consumer)
prod_thread.start()
cons_thread.start()
prod_thread.join()
q.put(None) # Signal the consumer to exit
cons_thread.join()
What happens if I don't use a thread-safe queue?
If you don't use a thread-safe queue, you may encounter race conditions, leading to data corruption or unexpected behavior when multiple threads access the queue simultaneously.
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