What is a thread-safe collection and why do I need one?
A thread-safe collection is designed to handle concurrent access by multiple threads without causing data corruption. It's essential in multi-threaded applications to ensure data integrity.
How can I implement my own thread-safe collection in Python?
You can use threading locks to control access to your collection. For example, you can create a class that wraps a list and uses a lock to synchronize access.
Can you show me a simple code example?
Sure! Here's a basic example:
import threading
class ThreadSafeList:
def __init__(self):
self.lock = threading.Lock()
self.items = []
def add(self, item):
with self.lock:
self.items.append(item)
def get(self, index):
with self.lock:
return self.items[index]
What are some common pitfalls when creating thread-safe collections?
Common pitfalls include deadlocks, performance issues due to excessive locking, and not properly handling exceptions within locked sections.
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