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Illustration of a lock protecting shared data between multiple threads in Python, with a subtle GIL reference.
Python

Python Thread Safety: Locks and Shared State

Learn how to protect shared state in Python threads using locks, understand the GIL, and avoid race conditions with practical examples.

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Illustration of two threads racing to increment a shared counter in Python, with a lock symbol preventing the collision.
Python

Python Race Condition: How to Detect and Fix

python race condition: Learn how race conditions occur in Python, see real examples, and apply locks and other synchronization techniques to protect shared state.

race conditionthreadingasynciosynchronization
Illustration of Python threading.local providing isolated data storage for multiple threads.
Python

Python's threading.local: Per-Thread Data Storage

Learn how to use Python's threading.local to store per-thread data, avoid race conditions, and manage context in multithreaded applications.

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Illustration of multiple threads each holding their own isolated storage compartment, representing Python thread-local data.
Python

Python Thread Local Storage: Using threading.local

Learn how to use threading.local in Python to store per-thread data safely, avoid shared-state bugs, and understand when to prefer contextvars.

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Illustration of multiple threads converging at a synchronization barrier in a Python multithreaded program.
Python

Python Barrier: Coordinating Threads at a Rendezvous Point

Understand Python's threading.Barrier: how it coordinates threads at a rendezvous point, resets for reuse, raises BrokenBarrierError, and when to use it.

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Illustration of two threads coordinating through a Python condition variable, with a wait and notify metaphor
Python

Python Condition Variable: Synchronizing Threads with wait and notify

A Python condition variable coordinates threads with wait() and notify(). Learn about predicate loops, producer-consumer code, handling spurious wakeups and timeouts, and when queue.Queue is simpler.

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An illustration of Python threading.Event coordinating two threads with a flag and wait/set actions.
Python

Python Threading Event: Synchronizing Threads

python threading event: Learn how to use Python's threading.Event to coordinate threads with wait, set, and clear methods, and avoid common synchronization pitfalls.

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Illustration of a Python bounded semaphore controlling concurrent access to a shared resource, with a counter and a gate.
Python

Using Python Bounded Semaphore to Limit Concurrency

Learn how Python's BoundedSemaphore limits concurrent access with threading and asyncio examples, and how to avoid common mistakes.

concurrencythreadingasynciosynchronization
A traffic light metaphor representing a Python semaphore controlling concurrent access to a shared resource.
Python

Python Semaphore: Limiting Concurrent Access

How to use Python semaphores to limit concurrent access in threading and asyncio, with examples for Semaphore, BoundedSemaphore, and common pitfalls.

threadingasyncioconcurrencysynchronization
Illustration comparing Python's Lock and RLock threading primitives, showing reentrancy and nested acquisition.
Python

Python Lock vs RLock: Choosing the Right Threading Primitive

Understand the difference between threading.Lock and threading.RLock in Python, including reentrancy, deadlock risks, and when each is appropriate.

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