Asynchronous coroutine development skills: realizing high concurrency short link generator

Asynchronous coroutine development skills: short link generator to achieve high concurrency

With the continuous development of the Internet, more and more web pages, applications and electronic Resources such as emails need to be shared and accessed through links. Long links usually cause inconvenience in reading and copying, while short links can solve this problem and make the link more concise.

In order to meet the needs of a large number of users to generate short links at the same time, we need to implement a highly concurrent short link generator. This article will introduce a development technique based on asynchronous coroutines to achieve efficient short link generation.

1. Introduction to asynchronous coroutines

Asynchronous coroutines are a concurrent programming technology that can achieve non-blocking concurrent execution in a single thread. Compared with traditional multi-threading or multi-process, asynchronous coroutines have higher execution efficiency and less system overhead. The coroutine programming model in Python mainly relies on the asyncio library.

2. Asynchronous HTTP Client

In order to generate a short link, we need to call a short link generation service through an HTTP request. Here, we can use an asynchronous HTTP client to implement highly concurrent HTTP requests.

The following is an asynchronous HTTP client code example implemented using the aiohttp library:

import aiohttp import asyncio async def fetch(session, url): async with session.get(url) as response: return await response.text() async def main(): async with aiohttp.ClientSession() as session: tasks = [] for i in range(10): # 假设需要生成10个短链接 url = 'http://shortlink-service.com/generate' # 短链接生成服务的URL task = asyncio.ensure_future(fetch(session, url)) tasks.append(task) responses = await asyncio.gather(*tasks) print(responses) if __name__ == '__main__': loop = asyncio.get_event_loop() loop.run_until_complete(main())

In the above code, we define a fetch function to send an HTTP GET request and return the response content. In the main function, we create an asynchronous HTTP client session and use a for loop to create 10 asynchronous tasks. Each task will call the fetch function to send an HTTP request. Finally, we use the asyncio.gather function to wait for all tasks to complete and print out all response contents.

3. Short link generator

Now we can combine asynchronous coroutines and asynchronous HTTP clients to implement a high-concurrency short link generator. Suppose we need to generate 1000 short links, the following is a simplified sample code:

import aiohttp import asyncio async def fetch(session, url, long_url): async with session.get(url, params={'long_url': long_url}) as response: return await response.text() async def generate_short_links(long_urls): async with aiohttp.ClientSession() as session: tasks = [] for long_url in long_urls: url = 'http://shortlink-service.com/generate' # 短链接生成服务的URL task = asyncio.ensure_future(fetch(session, url, long_url)) tasks.append(task) responses = await asyncio.gather(*tasks) return responses if __name__ == '__main__': long_urls = ['http://example.com'] * 1000 # 假设有1000个长链接 loop = asyncio.get_event_loop() short_links = loop.run_until_complete(generate_short_links(long_urls)) print(short_links)

In the above code, we define a generate_short_links function to generate short links. This function accepts a long link list as a parameter and then uses an asynchronous HTTP client to send an HTTP GET request to call the short link generation service. Finally, we use the asyncio.gather function to wait for all tasks to complete and return all response content.

Through the above code example, we have implemented a high-concurrency short link generator. By utilizing asynchronous coroutines and asynchronous HTTP clients, we can generate a large number of short links simultaneously in a single thread, improving the system's concurrency capabilities and response speed.

Summary:

This article introduces a development technique based on asynchronous coroutines to achieve high concurrency short link generator. We use an asynchronous HTTP client to send HTTP requests and use the asyncio library to implement asynchronous coroutines. Through reasonable concurrency design, we can improve the performance and response speed of the system and meet the needs of a large number of users to generate short links at the same time.

The above is the detailed content of Asynchronous coroutine development skills: realizing high concurrency short link generator. For more information, please follow other related articles on the PHP Chinese website!