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从零搭建完整 Python 接口自动化测试框架—持续更新

菜鸡在沪漂 2024-08-16 00:01:02
简介从零搭建完整 Python 接口自动化测试框架—持续更新

本接口自动化框架采用 python + unittest + request + openpyxl + myddt + pymysql 来实现接口自动化。 

1、总体框架

2、单元测试框架 unittest

unittest 是 Python 自带的一个单元测试框架

2.1 作用

  • 管理用例

  • 批量执行用例

  • 组织运行结果/报告

  • 让代码更稳健

  • 可拓展

2.2 unittest 框架中，有以下几个组件：

TestCase：即测试用例，Unittest提供testCase类来编写测试用例，一个TestCase的实例就是一个测试用例。一条测试用例就是一个完整的测试流程，包括测试前准备环境的搭建(setUp)，执行测试代码(run)，以及测试后环境的还原(tearDown)，通过运行一条测试用例，可以对某一个问题进行验证。

Fixture：即测试固件，用于测试用例环境的搭建和销毁。在测试步骤执行前需要为该测试用例准备环境（SetUp），如启动app或打开浏览器，测试步骤执行后需要恢复环境（TearDown），如关闭app或浏览器，这时候就需要用到Fixture，使代码更简洁。

TestSuite：即测试套件，把需要执行的测试用例集合在一起就是TestSuite。使用TestLoader来加载TestCase到TestSuite中

TextTestRunner：即测试执行器，用于执行测试用例。该模块中提供run方法执行TestSuite中的测试用例，并返回测试用例的执行结果，如运行的用例总数、用例通过数、用例失败数。

report：即测试报告。unittest框架没有自带的用于生成测试报告的模块或接口，需要使用第三方的扩展模块HTMLTestRunner。

2.3 跳过执行测试用例共有四种写法

  • @unittest.skip(reason) ：跳过测试用例，reason  为测试被跳过的原因。
  • @unittest.skipIf(condition, reason) ：当 condition 为真时，跳过测试用例。
  • @unittest.skipUnless(condition, reason) ：跳过测试用例，除非 condition 为真。

2.4 断言

2.5 报告


from BeautifulReport import BeautifulReport
from common.HTMLTestRunnerNew import  HTMLTestRunner

# 4种测试报告
"""
1、生成 HTML 类型
2、生成 Br 类型
3、生成 txt 类型
"""
# ts0 = unittest.TestLoader().discover('test_cases')
# with open('reports/html_do接口自动化.html','wb') as f:
#     runner = HTMLTestRunner(f)
#     runner.run(ts0)
#
# ts1 = unittest.TestLoader().discover('test_cases')
# br = BeautifulReport(ts1)
# br.report(description='DO',filename='br_do接口自动化',report_dir='reports',theme='theme_memories')
#
#
# ts2 = unittest.TestLoader().discover('test_cases')
# with open('reports/txt_do接口自动化.txt','w+') as f:
#     unittest.TextTestRunner(f,2).run(ts2)



if __name__ == "__main__":
    unittest.main()

3、基础框架搭建

        在项目根目录下新建 common 文件夹，用来存储公用方法。

        在项目根目录下新建 reports 文件夹，用来存储项目报告。

        在项目根目录下新建 logs 文件夹，用来存储结果日志。

        在项目根目录下新建 test_data 文件夹，用来存储用例数据。

        在项目根目录下新建 test_cases 文件夹，用例存储测试用例模块。

        在项目根目录下新建 main.py 文件，作为入口函数，方便项目调试。

3.1 common公用方法文件

        3.1.1 init.py

# /usr/bin/env python
# __*__ coding: utf-8 __*__
# @Time : 2021/9/9 22:22
# @Author: 夜华


import settings
from common.log_handler import get_logger
from common.db_handler import DB

# 日志
logger = get_logger(**settings.LOG_CONFIG)

# 数据库
db = DB(settings.DB_CONFIG)

        3.1.2 http_requests.py

"""
-*- coding: utf-8 -*-
@Author : 夜华
@Time : 2023/5/14 3:38 PM
@File : cliend_http_requests.py
@Project : PyCharm
"""
import requests

def cliend_http_requests(url,method,**kwargs):

    method = method.lower()

    return getattr(requests,method)(url,**kwargs)
if __name__ == "__main__":
    case = {
        'url' : 'http://10.21.5.74:33140/api/v1/login',
        'method' : 'post',
        'requests':{
            'json' : {"email": "name", "password": "password"},
            'headers' : {"Content-Type": "application/json;charset=UTF-8"}
        }
    }
    response = cliend_http_requests(url=case['url'],method=case['method'],**case['requests'])
    print(response.json())

        3.1.3 data_handler.py

"""
-*- coding: utf-8 -*-
@Author : 夜华
@Time : 2023/5/14 4:10 PM
@File : data_handler.py
@Project : PyCharm
"""

import json
from openpyxl import load_workbook

def get_test_data(filename,sheet_name):
    wb = load_workbook(filename=filename)
    sh = wb[sheet_name]
    row = sh.max_row
    column = sh.max_column

    data = []
    keys = []

    for i in range(1,column+1):
        keys.append(sh.cell(1,i).value)

    for i in range(2,row+1):
        temp = {}
        for j in range(1,column+1):
            temp[keys[j-1]] = sh.cell(i,j).value
        try:
            temp['request'] = json.loads(temp['request'])
            temp['exportx_code'] = json.loads(temp['exportx_code'])
        except json.decoder.JSONDecodeError:
            raise ValueError('json数据转换错误')
        data.append(temp)
    return data


if __name__ == "__main__":
    res = get_test_data(filename='../test_data/test_cases.xlsx',sheet_name='login')
    print(res[0])

        3.1.4 db_handler.py

"""
-*- coding: utf-8 -*-
@Author : 夜华
@Time : 2023/5/14 2:58 PM
@File : db_config_handler.py
@Project : PyCharm
"""
import settings
import pymysql

class DB:
    def __init__(self,db_config):
        self.conn = pymysql.connect(**db_config)

    def sql_one(self,sql):
        with self.conn.cursor() as cursor:
            cursor.execute(sql)
            return cursor.fetchone()


    def sql_many(self,sql,size=int):
        with self.conn.cursor() as cursor:
            cursor.execute(sql)
            return cursor.fetchmany(size)


    def sql_all(self,sql):
        with self.conn.cursor() as cursor:
            cursor.execute(sql)
            return cursor.fetchall()

    def exisx(self,sql):
        with self.conn.cursor() as cursor:
            cursor.execute(sql)
            if cursor.fetchone():
                return True
            else:
                return False

    def sql_update(self,sql):
        with self.conn.cursor() as cursor:
            try:
                cursor.execute(sql)
                self.conn.commit()
            except:
                self.conn.rollback()
            return cursor.fetchone()

    def __del__(self):
        self.conn.close()

if __name__ == "__main__":
    db = DB(db_config=settings.DB_CONFIG)

    print(db.sql_one("select * from help_category;"))

    print(db.sql_many("select * from help_category;",2))

    print(db.sql_all("select name from help_category;"))

    print(db.exisx("select * from help_category where name = 'Contents';"))

    print(db.sql_update("update help_category set url='' where name = 'Contents';"))

        3.1.5 fixtrue

"""
-*- coding: utf-8 -*-
@Author : 夜华
@Time : 2023/5/14 8:27 PM
@File : fixtrue.py
@Project : PyCharm
"""

import requests
import settings
from common import logger

def login(email,password):
    data = {
        'email': email,
        'password': password
    }
    headers = {"Content-Type":"application/json;charset=UTF-8"}
    url =  settings.PROJECT_URL + settings.INTERFACE['login']

    res = requests.post(url=url,json=data,headers=headers)
    if res.status_code == 200:
        logger.info('用户登录成功')
        return res.json()
    else:
        logger.warning('用户登录失败')


if __name__ == "__main__":
    res = login(email='name',password='password')

        3.1.6 logs_handler.py

"""
-*- coding: utf-8 -*-
@Author : 夜华
@Time : 2023/5/14 3:28 PM
@File : log_handler.py
@Project : PyCharm
"""
import logging

def get_logger(name,filename,debug=False,fmt=None,mode='w',encoding='utf-8'):

    logger = logging.getLogger(name=name)
    logger.setLevel(level=logging.DEBUG)

    if debug:
        file_level = logging.DEBUG
        console_level = logging.DEBUG
    else:
        file_level = logging.WARNING
        console_level = logging.INFO

    if fmt is None:
        #fmt = '%(asctime)s %(levelname)s [%(name)s] [%(filename)s (%(funcName)s:%(lineno)d] - %(message)s'
        fmt = '%(asctime)s-[%(filename)s-->line:%(lineno)d]-%(levelname)s:%(message)s'


    format = logging.Formatter(fmt)
    file_handler = logging.FileHandler(filename=filename,mode=mode,encoding=encoding)
    file_handler.setLevel(level=file_level)

    console_handler = logging.StreamHandler()
    console_handler.setLevel(level=console_level)

    file_handler.setFormatter(format)
    console_handler.setFormatter(format)

    logger.addHandler(file_handler)
    logger.addHandler(console_handler)

    return logger

if __name__ == "__main__":
    logger = get_logger(name='do',filename='../logs/do.txt',debug=False,mode='a')
    logger.debug(10)
    logger.info(20)
    logger.warning(30)
    logger.error(40)
    logger.critical(50)

        3.1.7 reports_handler.py

"""
-*- coding: utf-8 -*-
@Author : 夜华
@Time : 2023/5/14 3:42 PM
@File : reports_handler.py
@Project : PyCharm
"""


import os
from BeautifulReport import BeautifulReport
from common.HTMLTestRunnerNew import HTMLTestRunner
from  datetime import datetime

def reports(ts,filename,report_dir,theme='theme_default',title=None,description=None,tester=None,_type='br'):

    time_prefix=datetime.now().strftime('%Y-%m-%d_%H:%M')
    filename = '{}_{}'.format(time_prefix,filename)

    if _type == 'br':
        br = BeautifulReport(ts)
        br.report(description=description,filename=filename,report_dir=report_dir,theme=theme)

    else:
        with open(os.path.join(report_dir,filename),'wb') as f:
            runner = HTMLTestRunner(f,title=title,description=description,tester=tester)
            runner.run(ts)

4、config 配置文件夹

        4.1 config_dev.ini

[URL]
api_url = http://10.21.5.74:33140

        4.2 config_handler.py 

# /usr/bin/env python
# __*__ coding: utf-8 __*__
# @Time : 2021/9/10 21:00
# @Author: 夜华

"""
封装配置文件
"""
import yaml
from configparser import ConfigParser


def get_config(filename,encoding='utf-8'):
    # 根据 . 获取文件后缀，并获取后面的内容
    suffix = filename.split('.')[-1]

    if suffix in ['ini','cfg','cng']: # 判断文件后缀是否存在列表内
        # 就是ini 配置
        config = ConfigParser() # 实例
        config.read(filename,encoding=encoding) # 读取文件
        data = {} #
        for section in config.sections(): #获取 文件里面的所有段名
            data[section] = dict(config.items(section))
    elif suffix in ['yaml','yml']:
        # 就是 yaml 配置
        with open(filename,'r',encoding=encoding) as f:
            data = yaml.load(f,Loader=yaml.FullLoader)
    else:
        raise ValueError('不能识别的配置后缀')
    return data

if __name__ == '__main__':
    get = get_config('../config.ini')
    print(get)

    res = get_config('../config.yaml')
    print(res)

        4.3 init.py

"""
-*- coding: utf-8 -*-
@Author : 夜华
@Time : 2023/6/1 2:18 PM
@File : __init__.py
@Project : PyCharm
"""

import os
import sys

from config.config_handler import get_config
BASE_DIR = os.path.dirname(os.path.abspath(__file__))

if sys.argv[1] == "DEV":
    Config = get_config(os.path.join(BASE_DIR, './config_dev.ini'))
else:
    Config = get_config(os.path.join(BASE_DIR, './config_test.ini'))

5、 logs 文件夹

保存接口测试过程中输出的日志

 6、reports 文件夹

保存接口测试报告

7、test_cases 文件夹

        7.1 base_case.py

"""
-*- coding: utf-8 -*-
@Author : 夜华
@Time : 2023/5/14 4:39 PM
@File : base_case.py
@Project : PyCharm
"""
import unittest
from common import logger,db
import requests
import settings


class Basic_test_case(unittest.TestCase):
    name = '基类'
    logger = logger
    requests = requests
    session = requests.session()
    db = db
    settings = settings

    @classmethod
    def setUpClass(cls) -> None:
        cls.logger.info('---------------【{}】开始测试---------------'.format(cls.name))

    @classmethod
    def tearDownClass(cls) -> None:
        cls.logger.info('---------------【{}】结束测试---------------'.format(cls.name))


    def check(self,case):
        self.logger.info('---------------【{}】开始测试---------------'.format(self.name))

        self.case = case # 测试用例
        self.step() # 测试步骤
        self.assert_status_code() # 断言状态码
        self.assert_json() # 断言响应信息
        self.assert_db() # 断言数据库是否存在数据


        self.logger.info('---------------【{}】结束测试---------------'.format(self.name))

    def step(self):
        self.case['url'] = self.settings.PROJECT_URL + self.settings.INTERFACE[self.case['url']]

        try:
            self.resposen = self.http_requests(url=self.case['url'],method=self.case['method'],**self.case['request'])
        except Exception as e:
            self.logger.warning('用例【{}】发送请求错误'.format(self.case['title']))
            self.logger.debug('url:【{}】'.format(self.case['url']))
            self.logger.debug('method:【{}】'.format(self.case['method']))
            raise e
        else:
            self.logger.info('用例【{}】发送请求成功'.format(self.case['title']))

    def assert_status_code(self):
        try:
            self.assertEqual(self.resposen.status_code,self.case['status_code'])
        except AssertionError as e:
            self.logger.warning('用例【{}】状态码断言错误'.format(self.case['title']))
            self.logger.debug('预期状态码：【{}】'.format(self.case['status_code']))
            self.logger.debug('实际状态码：【{}】'.format(self.resposen.status_code))
            raise e
        else:
            self.logger.info('用例【{}】状态码断言成功'.format(self.case['title']))

    def assert_json(self):
        res = self.resposen.json()

        res_data = {
            'phone':res.get('phone',None),
            'roleType':res.get('roleType',None)
        }

        try:
            self.assertEqual(res_data,self.case['exportx_code'])
        except AssertionError as e:
            self.logger.warning('用例【{}】响应信息断言错误'.format(self.case['title']))
            self.logger.debug('预期内容:【{}】'.format(self.case['exportx_code']))
            self.logger.debug('实际内容:【{}】'.format(res_data))
            self.logger.debug('响应内容：【{}】'.format(res))
            raise e
        else:
            self.logger.info('用例【{}】响应信息断言成功'.format(self.case['title']))


    def assert_db(self):
        if self.case.get('sql'):
            try:
                db_res = self.db.exisx(self.case['sql'])
                self.assertTrue(db_res)
            except Exception as e:
                self.logger.warning('用例【{}】数据库查询失败'.format(self.case['title']))
                self.logger.debug('sql:【{}】'.format(self.case['sql']))
                raise e
            else:
                self.logger.info('用例【{}】数据库查询成功'.format(self.case['title']))


    def http_requests(self,url,method,**kwargs)->requests.Response:
        method = method.lower()
        return getattr(self.session,method)(url=url,**kwargs)


if __name__ == "__main__":
    unittest.main()

        7.2 test_login.py

"""
-*- coding: utf-8 -*-
@Author : 夜华
@Time : 2023/5/14 3:43 PM
@File : test_login.py
@Project : PyCharm
"""

import unittest
import settings
from test_cases.base_case import Basic_test_case
from common.data_handler import get_test_data
from common.myddt import data,ddt

cases = get_test_data(settings.TEST_DATA,sheet_name='login')



@ddt
class Test(Basic_test_case):
    name = '登录'

    @data(*cases)
    def test_01(self,case):
        self.check(case)

if __name__ == "__main__":
    unittest.main()

8、test_data 文件夹

        8.1 使用Excel表格维护测试用例

用例：id、title、url、method、requests、status_code、exportx_code、sql

9、main.py

main.py 为 测试入口。


from BeautifulReport import BeautifulReport
from common.HTMLTestRunnerNew import  HTMLTestRunner

import settings
import unittest
from common.reports_handler import reports


ts = unittest.TestLoader().discover('test_cases')
runner = reports(ts,**settings.REPORTS_CONFIG)

if __name__ == "__main__":
    unittest.main()

10、settings.py

"""
-*- coding: utf-8 -*-
@Author : 夜华
@Time : 2023/5/14 2:53 PM
@File : settings.py
@Project : PyCharm
"""
import os

import project_api

BASE_DIR = os.path.dirname(os.path.abspath(__file__))


TEST_DATA = os.path.join(BASE_DIR,'test_data/test_cases.xlsx')


PROJECT_URL = 'http://10.00.5.74:00000'

INTERFACE = {
    'login' : '/api/v1/login',
    'query' : '/api/v1/approve/query?page=1&size=4294967295'
}


# 数据库配置
DB_CONFIG = {
    'user': 'root',
    'password': '123456',
    'host': '127.0.0.1',
    'database': 'mysql',
    'port': 3306,
    'autocommit': False
}

# 输出日志
LOG_CONFIG = {
    'name' : 'DPO',
    'filename' : os.path.join(BASE_DIR,'logs/dpo.txt'),
    'debug' : True,
    'mode' : 'w',
    'fmt' : None,
    'encoding': 'utf-8'
}

# 报告
REPORTS_CONFIG = {
    'filename':'do接口自动化',
    'report_dir' : os.path.join(BASE_DIR,'reports'),
    'theme' : 'theme_default',
    'description' : 'DO',
    'title': 'DO1期',
    '_type': 'br'
}

USER_LOGIN = {"email":"name","password":"password"}

11、终端内执行

注意：DEV表示开发环境，如果想在非开发环境进行测试，就输入TEST。也可以在4.3init.py 修改

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