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Explain the main principles of working with multiple threads in Python and their advantages.

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Answer from AI

In Python, multithreading is implemented using the threading module. The main idea is to run multiple threads that can execute in parallel, which is useful for I/O-bound tasks (such as network requests, reading files). However, due to the GIL (Global Interpreter Lock), threads cannot execute Python bytecode simultaneously, so multithreading does not speed up CPU-bound tasks.

Advantages:

  • Improved responsiveness of applications (e.g., GUIs or servers)
  • Parallel execution of I/O operations

Example of creating and starting a thread:

import threading

def worker():
    print("Thread has started")

thread = threading.Thread(target=worker)
thread.start()
thread.join()  # Wait for the thread to finish

For CPU-intensive tasks, it is better to use multiprocessing or asynchronous programming.

Explain the main principles of working with multiple… - sobes.tech