Synchronization in Python
What is synchronization?
Synchronization is how you coordinate multiple threads/processes so they:
- donβt corrupt shared data
- donβt run in the wrong order
- can safely communicate
Why it matters
Without synchronization you can get:
- race conditions
- deadlocks
- inconsistent reads
Common synchronization tools
For threads (threadingthreading)
LockLock,RLockRLockSemaphoreSemaphore,BoundedSemaphoreBoundedSemaphoreEventEventConditionConditionBarrierBarrier
For processes (multiprocessingmultiprocessing)
multiprocessing.Lockmultiprocessing.Lock,RLockRLockmultiprocessing.Semaphoremultiprocessing.Semaphoremultiprocessing.Eventmultiprocessing.Eventmultiprocessing.Conditionmultiprocessing.Condition
Design tip
Prefer designs that reduce shared mutable state:
- message passing via
queue.Queuequeue.Queue(threads) multiprocessing.Queuemultiprocessing.Queue(processes)
When you must share state, use synchronization.
π§ͺ Try It Yourself
Exercise 1 β Basic Lock Usage
Exercise 2 β Lock as Context Manager
Exercise 3 β Detect Locked State
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