python - Pytest:模拟具有不同 side_effect 的相同方法的多次调用

Question

我有一个像下面这样的单元测试:

# utilities.py  
def get_side_effects():
    def side_effect_func3(self):
        # Need the "self" to do some stuff at run time.
        return {"final":"some3"} 

    def side_effect_func2(self):
        # Need the "self" to do some stuff at run time.
        return {"status":"some2"}
      
    def side_effect_func1(self):
        # Need the "self" to do some stuff at run time.
        return {"name":"some1"} 

    return side_effect_func1, side_effect_func2, side_effect_func2

#################

# test_a.py
def test_endtoend():
   
    s1, s2, s3 = utilities.get_side_effects()
    
    m1 = mock.MagicMock()
    m1.side_effect = s1

    m2 = mock.MagicMock()
    m2.side_effect = s2

    m3 = mock.MagicMock()
    m3.side_effect = s3
   
    with mock.patch("a.get_request", m3):
        with mock.patch("a.get_request", m2):
            with mock.patch("a.get_request", m1):
                foo = a() # Class to test
                result = foo.run() 
    
    

作为 foo.run() 的一部分代码运行， get_request被多次调用。我想为 get_request 的每次调用使用不同的 side_effect 函数方法，在这种情况下是 side_effect_func1 , side_effect_func2 , side_effect_func3 .但我注意到只有 m1模拟对象是事件的，即只有 side_effect_func1被调用而不是其他 2. 我如何实现这一目标？
我也尝试了下面的方法，但是没有调用实际的 side_effect 函数，它们总是返回 function object ，但实际上并不执行 side_effect 函数。

# utilities.py
def get_side_effects():
    def side_effect_func3(self):
        # Need the "self" to do some stuff at run time.
        return {"final":"some3"} 

    def side_effect_func2(self):
        # Need the "self" to do some stuff at run time.
        return {"status":"some2"}
      
    def side_effect_func1(self):
        # Need the "self" to do some stuff at run time.
        return {"name":"some1"} 

    all_get_side_effects = []
    all_get_side_effects.append(side_effect_func1)
    all_get_side_effects.append(side_effect_func2)
    all_get_side_effects.append(side_effect_func3)
     
    return all_get_side_effects

#########################
# test_a.py
def test_endtoend():

    all_side_effects = utilities.get_side_effects()

    m = mock.MagicMock()
    m.side_effect = all_side_effects

    with mock.patch("a.get_request", m):
       foo = a() # Class to test
       result = foo.run()

Answer 1

您的第一次尝试不起作用，因为每个模拟只是替换了前一个(外面的两个模拟什么也不做)。
您的第二次尝试不起作用，因为副作用被重载以用于可迭代对象的不同目的( docs ):

If side_effect is an iterable then each call to the mock will return the next value from the iterable.

相反，您可以使用一个可调用的类来实现副作用，该类连续地维护有关实际调用哪个底层函数的某种状态。
具有两个函数的基本示例:

>>> class SideEffect:
...     def __init__(self, *fns):
...         self.fs = iter(fns)
...     def __call__(self, *args, **kwargs):
...         f = next(self.fs)
...         return f(*args, **kwargs)
... 
>>> def sf1():
...     print("called sf1")
...     return 1
... 
>>> def sf2():
...     print("called sf2")
...     return 2
... 
>>> def foo():
...     print("called actual func")
...     return "f"
... 
>>> with mock.patch("__main__.foo", side_effect=SideEffect(sf1, sf2)) as m:
...     first = foo()
...     second = foo()
... 
called sf1
called sf2
>>> assert first == 1
>>> assert second == 2
>>> assert m.call_count == 2