What is meant by competition in programming and how is it implemented?
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Answer from AI
Concurrency in programming is the ability of a program to execute multiple tasks simultaneously or switch between them to improve efficiency and responsiveness.
In Python, concurrency is implemented in several ways:
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Threads — allow running multiple threads within a single process. However, due to the GIL (Global Interpreter Lock), threads in standard CPython do not execute in parallel on multiple cores, but they are useful for I/O operations.
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Processes (multiprocessing) — create separate processes that can run in parallel on different cores, bypassing GIL limitations.
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Asynchronous programming (asyncio) — allows writing code that does not block execution while waiting for I/O operations, using an event loop.
Example of using threads:
import threading
def task():
print("Executing task")
thread = threading.Thread(target=task)
thread.start()
thread.join()
Thus, concurrency helps to efficiently utilize resources and improve program performance.