通过钩子函数+Traceid实现Flask链路追踪

2024-06-02 14:54 由 yetangjian 发表于 #后端开发

背景

在flask web中我们通常需要一个traceid作为调用参数传递给全链路各个调用函数

需要针对一次请求创建一个唯一的traceid：这里用uuid去简化代替
我们需要保证traceid不被污染，在每个请求期间存在，在请求结束销毁且线程独立：这里通过flask中的g对象来存储线程内的数据
由于我们使用g对象来存储，那么当接口中发起新的请求时候，新请求会创建新的g对象，此时g对象为空，我们需要让traceid可以在多个请求中共享数据：这里通过请求头中增加traceid来传递

实现

首先定义二个主要函数

定义一个请求开始的时候需要调用的函数，用于初始化traceid或者获取上一个请求中的traceid以及其他一些相关请求参数
定义一个请求结束的时候需要调用的函数，用于请求结束的日志响应报文收尾记录。

import requests
from flask import request, g
import time
from flask import Flask

def get_uuid():
    import uuid
    return str(uuid.uuid4()).replace('-', '')


def trace_add_log_record(event_des='',msg_dict={},remarks=''):
    #trace_links_index每次调用+1
    request.trace_links_index = request.trace_links_index + 1
    logs = {
        'traceid': g.traceid,
        'trace_index': request.trace_links_index,
        'event_des': event_des,
        'msg_dict': msg_dict,
        'remarks': remarks
    }
    print(logs)

def trace_start_log_record_handler():
    # 获取traceid,如果存在则使用，否则生成一个
    if "traceid" in request.headers:
        g.traceid =  request.headers['traceid']
    else:
        g.traceid = get_uuid()
    # 初始化trace_links_index
    request.trace_links_index = 0
    # 记录开始时间
    request.start_time = time.time()
    log_msg = {
        'headers': request.headers,
        'url': request.url,
        'method': request.method,
        "request_data": request.args if request.method == "GET" else request.get_json(),
        'ip': request.headers.get("X-Real-IP") or request.remote_addr,
        'start_time': request.start_time
    }
    # 记录日志
    trace_add_log_record(event_des='start', msg_dict=log_msg)

def trace_end_log_record_handler(reponse):
    # 记录结束时间
    request.end_time = time.time()
    # 记录traceid到响应头
    reponse.headers.add('traceid', g.traceid)
    log_msg = {
        "end_time" : request.end_time,
        "cost_time": request.end_time - request.start_time,
        "status_code": reponse.status_code,
        "headers": reponse.headers,
        "response_data": reponse.data.decode('utf-8')
    }
    # 记录日志
    trace_add_log_record(event_des='end', msg_dict=log_msg)

接着，我们通过钩子函数去触发我们上述所写的两个重要函数

"""
写钩子函数在app中注册，还有一种写法
@app.before_request
def before_request2():
    print('before_request2')


@app.after_request
def after_request1(response):
    print('after_request1')

    return response
"""
#写钩子函数在app中注册
def register_handler(response):
    def before_request():
        trace_start_log_record_handler()
    def after_request(response):
        trace_end_log_record_handler(reponse=response)
        return response
    # 注册钩子函数
    response.before_request(before_request)
    response.after_request(after_request)

最后写测试接口进行测试

app = Flask(__name__)
@app.route('/')
def hello_world():
    return 'Hello, World!'

@app.route('/test')
def test():
    name = request.args.get('name')
    hello_world = requests.get('http://127.0.0.1:5000/', headers={'traceid': g.traceid})
    return name + hello_world.text

@app.route('/test2', methods=['POST'])
def test2():
    name = request.get_json().get('name')
    hello_world = requests.get('http://127.0.0.1:5000/', headers={'traceid': g.traceid})
    return name + hello_world.text

if __name__ == '__main__':

    register_handler(app)
    app.run(debug=True)

这样我们简单了完成了通过traceid把链路串联起来了

{'traceid': 'a5637579351c477a80090a88f5347088', 'trace_index': 1, 'event_des': 'start', 'msg_dict': {'headers': EnvironHeaders([('User-Agent', 'Apifox/1.0.0 (https://apifox.com)'), ('Content-Type', 'application/json'), ('Accept', '*/*'), ('Host', '127.0.0.1:5000'), ('Accept-Encoding', 'gzip, deflate, br'), ('Connection', 'keep-alive')]), 'url': 'http://127.0.0.1:5000/test?name=yetangjian', 'method': 'GET', 'request_data': ImmutableMultiDict([('name', 'yetangjian')]), 'ip': '127.0.0.1', 'start_time': 1717311086.757312}, 'remarks': ''}
{'traceid': 'a5637579351c477a80090a88f5347088', 'trace_index': 1, 'event_des': 'start', 'msg_dict': {'headers': EnvironHeaders([('Host', '127.0.0.1:5000'), ('User-Agent', 'python-requests/2.25.1'), ('Accept-Encoding', 'gzip, deflate'), ('Accept', '*/*'), ('Connection', 'keep-alive'), ('Traceid', 'a5637579351c477a80090a88f5347088')]), 'url': 'http://127.0.0.1:5000/', 'method': 'GET', 'request_data': ImmutableMultiDict([]), 'ip': '127.0.0.1', 'start_time': 1717311086.7663064}, 'remarks': ''}
{'traceid': 'a5637579351c477a80090a88f5347088', 'trace_index': 2, 'event_des': 'end', 'msg_dict': {'end_time': 1717311086.7663064, 'cost_time': 0.0, 'status_code': 200, 'headers': Headers([('Content-Type', 'text/html; charset=utf-8'), ('Content-Length', '13'), ('traceid', 'a5637579351c477a80090a88f5347088')]), 'response_data': 'Hello, World!'}, 'remarks': ''}
{'traceid': 'a5637579351c477a80090a88f5347088', 'trace_index': 2, 'event_des': 'end', 'msg_dict': {'end_time': 1717311086.7683115, 'cost_time': 0.010999441146850586, 'status_code': 200, 'headers': Headers([('Content-Type', 'text/html; charset=utf-8'), ('Content-Length', '23'), ('traceid', 'a5637579351c477a80090a88f5347088')]), 'response_data': 'yetangjianHello, World!'}, 'remarks': ''}