为了充分了解HttpRunner的设计思想,决定通过实现其功能,加深印象。HttpRunner中文文档:https://cn.httprunner.org/。本文仅记录实现步骤与思想,细节还需要自己去研究哟~
其核心特性在官网显示如下:
- 继承 Requests 的全部特性,轻松实现 HTTP(S) 的各种测试需求
- 采用
YAML/JSON
的形式描述测试场景,保障测试用例描述的统一性和可维护性 - 借助辅助函数(debugtalk.py),在测试脚本中轻松实现复杂的动态计算逻辑
- 支持完善的测试用例分层机制,充分实现测试用例的复用
- 测试前后支持完善的 hook 机制
- 响应结果支持丰富的校验机制
- 基于 HAR 实现接口录制和用例生成功能(har2case)
- 结合 Locust 框架,无需额外的工作即可实现分布式性能测试
- 执行方式采用 CLI 调用,可与 Jenkins 等持续集成工具完美结合
- 测试结果统计报告简洁清晰,附带详尽统计信息和日志记录
- 极强的可扩展性,轻松实现二次开发和 Web 平台化
这次学习笔记完成的有(部分开发需完善):
- 继承 Requests 的全部特性,轻松实现 HTTP(S) 的各种测试需求
- 采用
YAML/JSON
的形式描述测试场景,保障测试用例描述的统一性和可维护性 - 借助辅助函数(ayo.py),在测试脚本中轻松实现复杂的动态计算逻辑
- 测试前后支持完善的 hook 机制
- 响应结果支持丰富的校验机制
- 测试结果统计报告简洁清晰,附带详尽统计信息和日志记录
- 多线程执行,解决多线程中依赖数据可能重复,混乱的问题。(优化)
- 改写HTMLTestReportCN,更改部分样式,加入丰富的图表,request log,filter。(优化)
- testcase层面的设置参数化执行次数(待完善)
技术栈:
基于python 大致需要了解 unittest,requests ,http ,闭包,装饰器,继承复写,元类。
与HttpRunner思想差异:
采用无参数化下一个yaml为一个测试类,有参数化下一个yaml为多个测试类,且一个testcase为一个testsuite的思想,弱化了testsuite的概念。关于复用上将采用引用testcase 组成另一个testcase的方式,增大复用性。
核心yaml驱动代码如下:

目前yaml用例格式:
- config: name: TestClass_API description: Flask接口依赖测试 variables: base_url: hooks: setup_hooks: - ${hook_test()} teardown_hooks: - ${hook_teardown_cls()} - teststep: name: DepenceOne description: 测试接口A1==>获取变量One request: headers: User-Agent: ${ua_random()} contentType: data: extract: - One method: get url: http://localhost:9998/DepenceOne check: assertEqual: status: 200 assertIn: content: - One setup_hooks: - ${hook_test()} teardown_hooks: - ${hook_teardown_cls()} - teststep: name: DepenceTwo description: 测试接口A2==>获取变量Two request: url: http://localhost:9998/DepenceTwo headers: Content-Type: application/json User-Agent: ${ua_random()} contentType: json data: One: $One test: ${test($One)} test2: 123 method: post extract: - Two check: assertEqual: status: 300 assertIn: content: - Two setup_hooks: - ${hook_test()} teardown_hooks: - ${hook_teardown_cls()} - teststep: name: DepenceThr description: 测试接口A3==>获取变量Thr request: headers: User-Agent: ${ua_random()} contentType: data: method: get extract: - Thr url: http://localhost:9998/DepenceThr check: assertEqual: status: 200 assertIn: content: - Thr cycles: 5
如何将yaml用例转化成测试/类方法:
Python 40行代码实现HttpRunner(动态创建类,动态添加方法,模板解析)详细请移步此处,核心方式type创建类,setattr创建成员方法。
生成测试类代码:用type元类创建继承unittest的测试类
@classmethod
def create_class(cls,testcase:str)->object:
'''
:param testcase: 单个yaml内的数据
:return: yaml反射后的测试类
'''
try:
class_name = eval(testcase)[0]['config']['name'] if isinstance(testcase, str) else testcase[0]['config']['name']
globals()[class_name] = type(class_name, (unittest.TestCase,), dict())
cls.classnames.append(class_name)
eval(class_name).__doc__ = eval(testcase)[0]['config']['description'] if isinstance(testcase, str) else \
eval(testcase)[0]['config']['description'] # 设置备注信息
log.info(f'创建测试类成功==>{class_name}')
if eval(testcase)[0]['config'].get('hooks'):
hook_dict = eval(testcase)[0]['config'].get('hooks')
for hook_type,func_list in hook_dict.items():
setattr(eval(class_name),hook_type,cls.cls_hooks(hook_type,func_list))
return eval(class_name)
except Exception:
raise
关于类层面的hook:cls_hooks方法通过setattr创建测试类的而成员方法,实从而现添加类层面的fixture
@classmethod
def cls_hooks(cls,hook_type:str,func_list:list):
@classmethod
def setUpClass(cls):
[prepare_variables(func) for func in func_list]
@classmethod
def tearDownClass(cls):
[prepare_variables(func) for func in func_list]
if hook_type=='setUpClass':
log.success(f'{hook_type} 测试类,成功添加 {hook_type}成功:{func_list}')
return setUpClass
else:
log.success(f'{hook_type} 测试类,成功添加 {hook_type}成功:{func_list}')
return tearDownClass
关于方法层面的hook:判断参数中是否含有hooks只需在请求前/后 执行即可,例如前置条件
if hooks:
if hooks.get('setup_hooks'):
[prepare_variables(func,Variable,fixture=True) for func in hooks.get('setup_hooks')]
prepare_variables方法实现HttpRunner中的动态计算逻辑:包括数据替换方法执行,方法通过eval 来执行,且所有引用执行的方法必须要在tools.ayo中定义
import re
from tools.ayo import *
def prepare_variables(data,dependon_cls:object=None,fixture=False)->dict:
'''
:param data: 待清洗的数据/方法
:return: 清洗后的数据dict/None
'''
re_func = r"\$\{(\w+)\(([\$\w\.\-/\s=,]*)\)\}"
if not data:
return
if not fixture:
if not (isinstance(data,dict)):
data = eval(data)
for key,value in data.items():
value = str(value)
if value.startswith('${'):
func =re.match(re_func, value).group(1) # func
func_data = re.match(re_func, value).group(2) # a=$d,$s
variable_list = re.compile(r"(\$\w+)").findall(str(func_data)) # {'a':'${func(a=$d,$s)}',"b":"$d"} =>['$d', '$s']
for variable in variable_list:
func_data = func_data.replace(variable, str(getattr(dependon_cls,variable[1:])))
log.info(f'替换数据成功:>{variable}==>{str(getattr(dependon_cls,variable[1:]))}')
data[key]= eval(f'{func}({func_data})')
elif value.startswith('$') and '{' not in value:
variable_list = re.compile(r"(\$\w+)").findall(str(value)) # {'a':'${func(a=$d,$s)}',"b":"$d"} =>['$d', '$s']
for variable in variable_list:
data[key]= value.replace(variable, str(getattr(dependon_cls,variable[1:])))
log.info(f'替换数据成功:>{variable}==>{str(getattr(dependon_cls, variable[1:]))}')
return data
else:
value = str(data)
func = re.match(re_func, value).group(1)
func_data = re.match(re_func, value).group(2)
variable_list = re.compile(r"(\$\w+)").findall(str(func_data)) # {'a':'${func(a=$d,$s)}',"b":"$d"} =>['$d', '$s']
if len(variable_list)>0:
for variable in variable_list:
func_data = func_data.replace(variable, str(getattr(dependon_cls, variable[1:])))
eval(f'{func}({func_data})')
log.info(f'fixture执行成功:>{variable}==>{str(getattr(dependon_cls, variable[1:]))}')
else:
eval(f'{func}()')
log.info(f'fixture执行成功:>{func}')
生成测试方法代码: 还是利用python动态语言特性,setattr动态添加测试方法。
@classmethod
def create_def(cls,teststep:list,class_name:object,index,dependon_dict={})->None:
'''
:param testcase: 单个yaml内的数据
:param class_name: yaml反射的测试类
:return:
'''
dependon_dict[str(index)] = f'test_{index}_func_{teststep["teststep"]["name"]}'
if index > 0: # 依赖case_name
setattr(class_name,
f'test_{index}_func_{str(teststep["teststep"]["name"])}',
cls.getTestFunc(dependon_dict[str(index - 1)],
check=teststep["teststep"]['check'],
hooks=teststep["teststep"]['hooks'] if teststep["teststep"].get('hooks') else None,
**teststep["teststep"]['request']))
else:
setattr(class_name,
f'test_{index}_func_{str(teststep["teststep"]["name"])}',
cls.getTestFunc(' ',
check=teststep["teststep"]['check'],
hooks=teststep["teststep"]['hooks'] if teststep["teststep"].get('hooks') else None,
**teststep["teststep"]['request']))
eval(f'{class_name.__name__}.test_{index}_func_{teststep["teststep"]["name"]}').__doc__ = \
teststep["teststep"]['description']
log.success(
f'测试类:{class_name.__name__} =>创建测试方法成功==>test_{index}_func_{teststep["teststep"]["name"]}')
关于失败后自动逃过用例:采用@skip_depence_case()装饰器,传入一个依赖case的name,并在错误/失败结果中比对查找,如果存在即利用unittest.skipIf方法处理,实现依赖case失败/错误之后跳过处理。
def skip_depence_case(dependon=""):
"""
:param dependon: 依赖的用例函数名,默认为空
:return: wraper_func
"""
def wraper_func(test_func):
def inner_func(self):
if dependon == test_func.__name__:
raise ValueError(f"{dependon}不可自身依赖")
failures = str([fail[0] for fail in self._outcome.result.failures])
errors = str([error[0] for error in self._outcome.result.errors])
skipped = str([error[0] for error in self._outcome.result.skipped])
flag = (dependon in failures) or (dependon in errors) or (dependon in skipped)
if dependon in failures:
test = unittest.skipIf(flag, "{} failed".format(dependon))(test_func)
elif dependon in errors:
test = unittest.skipIf(flag, "{} error".format(dependon))(test_func)
elif dependon in skipped :
test = unittest.skipIf(flag, "{} skipped".format(dependon))(test_func)
else:
test = test_func
return test(self)
return inner_func
return wraper_func
关于生成suite的方法:通过读取cycles,确定case执行次数,并复制在此之前所有的teststep,并再次基础上,加上最后一个step循环cycles次。
@classmethod
def create_testsuite(cls)->list:
'''
:return: suitelist
'''
yaml_data = load_yaml_case() # yaml数据
flag =False # False:没有参数化 True:参数化suite
for testcase in yaml_data.values(): #config提取用例名
class_name = cls.create_class(testcase)
dependon_dict = {}
for index,teststep in enumerate(eval(testcase)[1:]):
dependon_dict[str(index)] = f'test_{index}_func_{teststep["teststep"]["name"]}'
if not teststep["teststep"].get('cycles'): # 无参数化时,创建测试方法
cls.create_def(teststep,class_name,index)
else: # 有参数化,创建测试方法,遍历到第一个参数化step,后面step将会被忽略
cycles = teststep["teststep"]['cycles']
testcases = [eval(testcase)[:index+1][:] for _ in range(cycles+1)]
for index_,testcase_ in enumerate(testcases[1:]):
testcase_.append(eval(testcase)[index+1]) # 在此之前全部的step
testcase_[0]['config']['description'] += f'_{str(index_)}' # 重新定义_doc_
testcase_[0]['config']['name'] += f'_{str(index_)}' # 重定义class名字
class_name = cls.create_class(str(testcase_))
for index,teststep in enumerate(testcase_[1:]):
cls.create_def(teststep, class_name, index)
suite = unittest.TestLoader().loadTestsFromTestCase(class_name)
cls.suitelist.append(suite)
log.success(f'创建测试suite成功==>{suite}')
setattr(cls, 'threads', f'{len(cls.suitelist)}') # 线程数
flag =True #停止到参数化那一步
if not flag:
suite = unittest.TestLoader().loadTestsFromTestCase(class_name)
cls.suitelist.append(suite)
log.success(f'创建测试suite成功==>{suite}')
setattr(cls, 'threads', f'{len(cls.suitelist)}') #线程数
else:break
return cls.suitelist
关于多线程执行:改写HTMLTestReportCN run方法,从而实现多线程。
Python unittest并发执行依赖用例(修改少量源码)请移至此,再此基础上,修改部分代码,实现suite层面的keep session,以及多线程中重复依赖数据的覆盖/混淆。核心通过预先设置线程的name实现,(不要通过线程id…细细品味不多说)
try:
Session = type('Session', (), dict()) # 创建Session类
log.success('创建Session类成功==>"Session"')
except Exception as e:
log.error(f'创建Session类失败==>{e}')
try:
Variables = type('Variables', (), dict()) # 创建依赖类
log.success('创建依赖类成功==>"Depence"')
except Exception as e:
log.error(f'创建依赖类失败==>{e}')
不同线程向Session类,依赖类添加Session对象以及依赖类:
def run(self, suitelist: list):
"Run the given test case or test suite."
result = _TestResult(self.verbosity)
threadings = []
a = 100000
try:
for suite in suitelist:
t = threading.Thread(target=suite, args=(result,))
t.setName(str(a))
threadings.append(t)
setattr(Session, str(a), requests.session())
log.success(f'创建suite Session成功!==>:{getattr(Session, str(a))}')
setattr(Variables, str(a), type(f'Variables{a}', (), dict()))
log.success(f'创建suite 依赖类成功==>Variables{a}')
a += 1
for j in threadings:
j.start()
log.success(f'线程:{j._ident} 启动成功!')
for j in threadings:
j.join()
log.success(f'线程:{j._ident} 执行完毕!')
self.stopTime = datetime.datetime.now()
self.generateReport(suitelist, result)
return result
except Exception as e:
log.error(e)
之前在执行层面实现了skip,report层面添加 skip方法用于添加至图表,HTMLTestReportCN添加如下代码(仅部分):
def addSkip(self, test, reason):
self.skipped_count += 1
TestResult.addSkip(self, test, reason)
output = self.complete_output()
self.result.append((3, test, '', reason,0))
if self.verbosity > 1:
sys.stderr.write('skip ')
sys.stderr.write(str(test))
sys.stderr.write('\n')
else:
sys.stderr.write('s')
关于html中的图表采用echarts,点击官网地址了解~
最后效果:


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