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Key Technical Skills: Python Multi-threading

2023-02-06 22:04 作者:南柯島主  | 我要投稿
  1. The threading module: This module provides a way to create and manage threads in Python.

  2. The Thread class: This class represents a thread of execution in Python.

  3. The Lock class: This class provides a way to synchronize access to a shared resource, such as a variable, between multiple threads.

  4. The Semaphore class: This class provides a way to limit the number of threads that can access a shared resource simultaneously.

  5. The RLock class: This class provides a reentrant lock, which can be acquired multiple times by the same thread.

  6. The Condition class: This class provides a way to wait for a specific condition to be met before continuing execution of a thread.

  7. The Event class: This class provides a way to signal between threads, allowing one thread to wait for an event to be set by another thread.

  8. The Barrier class: This class provides a way to synchronize the execution of multiple threads at a specific point.

  9. The Queue class: This class provides a thread-safe queue for exchanging data between threads.

  10. The Pool class: This class provides a way to execute a function on multiple inputs concurrently using a pool of worker threads.

  11. The concurrent.futures module: This module provides a high-level interface for asynchronously executing functions using threads or processes.

  12. The GIL (Global Interpreter Lock): It is important to understand the impact of the GIL on multi-threading in Python, as it limits the parallelism that can be achieved using threads in CPython (the standard implementation of Python).

  13. Inter-thread communication: This involves using techniques such as locks, semaphores, conditions, events, and queues to exchange data and synchronize execution between threads.

  14. Thread-safe code: It is important to write thread-safe code when working with multiple threads, to avoid race conditions and other synchronization problems.


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