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Wednesday, January 10, 2024

import asyncio : Python library that provides support for writing asynchronous code using coroutines, which are a special kind of function that can be paused and resumed, allowing other tasks to run in the meantime.

  


asyncio is a Python library that provides support for writing asynchronous code using coroutines, which are a special kind of function that can be paused and resumed, allowing other tasks to run in the meantime. Asynchronous programming is particularly useful when dealing with I/O-bound operations, such as network requests or reading/writing to files, where waiting for the operation to complete would otherwise block the entire program.

Here are some key concepts and components of asyncio:

  1. Coroutines:

    • In the context of asyncio, coroutines are functions defined with the async keyword. They can be paused with the await keyword, allowing other coroutines to run in the meantime.

    • Example:

  2. import asyncio async def my_coroutine(): print("Start") await asyncio.sleep(2) # Simulate an asynchronous operation print("End") asyncio.run(my_coroutine())
  1. Event Loop:

    • The core of asyncio is the event loop. It manages and schedules the execution of coroutines, tasks, and callbacks.
    • The asyncio.run() function is used to run the main coroutine in a simple program. In more complex applications, you might create an event loop manually and run it using loop.run_until_complete().
  2. Tasks:

    • A task is a higher-level abstraction that wraps a coroutine and allows it to be scheduled and executed by the event loop.

    • Tasks can be created using asyncio.create_task().

import asyncio

async def my_coroutine():
    print("Start")
    await asyncio.sleep(2)
    print("End")

async def main():
    task = asyncio.create_task(my_coroutine())
    await task

asyncio.run(main())


  1. Future:

    • A Future represents the result of an asynchronous operation that may not have completed yet. It is a low-level building block used by asyncio to manage the lifecycle of asynchronous tasks.
    • You can use asyncio.ensure_future() to create a Future.
  2. Asynchronous I/O:

    • asyncio provides various functions to perform asynchronous I/O operations, such as asyncio.sleep() for sleeping without blocking the event loop, and asyncio.gather() for concurrently executing multiple coroutines.
import asyncio async def foo(): await asyncio.sleep(1) print("Foo") async def bar(): await asyncio.sleep(2) print("Bar") async def main(): await asyncio.gather(foo(), bar()) asyncio.run(main())

In summary, asyncio is a powerful tool for writing asynchronous code in Python, especially when dealing with I/O-bound operations. It enables efficient concurrency by allowing multiple tasks to run concurrently within a single-threaded event loop.

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What is import Asyncio in Python? Why use asyncio in Python? What is an async function in Python? What is asyncio module? When to use async? How to use import Python? What is import () in Python? What is import * in Python? What is import in Python syntax? Why use an async function? Does FastAPI use Asyncio? Is there async in Python? Is asyncio built in Python? What are the benefits of asyncio? When did Python add Asyncio? Is asyncio a standard Python library? Does asyncio use threads? What are the modes of asyncio? How do I run an asyncio function in Python? Does asyncio sleep or wait? How does asyncio run work? What does async mean in coding? Is Python async or sync? What is the difference between async and function? Does asyncio use multiprocessing? Why asyncio is better than threads? What does asyncio gather? Why is async good? Where is asynchronous used?


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