1、简介
Flask是一个轻量的web服务框架,我们可以利用它快速搭建一个服务,对外提供接口,其他人可以轻松调用我们的服务。这对算法工程师来说比较关键,我们通常不擅长搞开发,这种框架十分适合将算法封装成服务的形式提供给其他人使用。
更多介绍可从搜索引擎找到,这里不过多介绍。我们直接给出一个使用示例,相信大家看了后能快速掌握Flask的基本用法。
2、Flask使用示例
首先,编写一个server.py,作为服务:
            
            
              python
              
              
            
          
          from flask import Flask, request
app = Flask("Demo")
@app.route('/hello', methods=['POST', 'GET'])
def display():
    return {"message": "HelloFlask!", "status": 0}
@app.route('/send_snapshot', methods=['POST'])
def process_snapshot():
    # get post data
    data = request.get_json()
    print("got post data: {}".format(data))
    # process
    ...
    result = {
        "status": 0,
        "message": "send success!",
    }
    return result
if __name__ == '__main__':
    app.run(port=2023, host='127.0.0.1', debug=True)然后,编写一个client.py,作为客户端,调用上面的服务进行测试:
            
            
              python
              
              
            
          
          import requests
import json
def demo_hello():
    url = "http://127.0.0.1:2023/hello"
    response = requests.post(url)
    if response.status_code == 200:
        response_data = json.loads(response.content)
        print("got response: {}".format(response_data))
    else:
        print("failed!")
def demo_send():
    url = "http://127.0.0.1:2023/send_snapshot"
    data = {
        "start_timestamp": 1,
        "end_timestamp": 2,
        "img": None
    }
    response = requests.post(url, json=data)
    if response.status_code == 200:
        response_data = json.loads(response.content)
        print("send over, got response: {}".format(response_data))
    else:
        print("send failed!")
if __name__ == '__main__':
    demo_hello()
    demo_send()先启动server,再运行client,即可得到如下结果:
            
            
              python
              
              
            
          
          1. 运行server
python server.py
结果形如:
 * Serving Flask app 'Demo'
 * Debug mode: on
WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
 * Running on http://127.0.0.1:2023
Press CTRL+C to quit
 * Restarting with stat
 * Debugger is active!
 * Debugger PIN: 887-814-515
2. 运行client.py
python client.py
结果形如:
got response: {'message': 'HelloFlask!', 'status': 0}
send over, got response: {'message': 'send success!', 'status': 0}参考
官方文档:Welcome to Flask --- Flask Documentation (3.0.x)
github:GitHub - pallets/flask: The Python micro framework for building web applications.