[python] Using python's mock patch.object to change the return value of a method called within another method

There are two ways you can do this; with patch and with patch.object

Patch assumes that you are not directly importing the object but that it is being used by the object you are testing as in the following

#foo.py
def some_fn():
    return 'some_fn'

class Foo(object):
    def method_1(self):
        return some_fn()
#bar.py
import foo
class Bar(object):
    def method_2(self):
        tmp = foo.Foo()
        return tmp.method_1()
#test_case_1.py
import bar
from mock import patch

@patch('foo.some_fn')
def test_bar(mock_some_fn):
    mock_some_fn.return_value = 'test-val-1'
    tmp = bar.Bar()
    assert tmp.method_2() == 'test-val-1'
    mock_some_fn.return_value = 'test-val-2'
    assert tmp.method_2() == 'test-val-2'

If you are directly importing the module to be tested, you can use patch.object as follows:

#test_case_2.py
import foo
from mock import patch

@patch.object(foo, 'some_fn')
def test_foo(test_some_fn):
    test_some_fn.return_value = 'test-val-1'
    tmp = foo.Foo()
    assert tmp.method_1() == 'test-val-1'
    test_some_fn.return_value = 'test-val-2'
    assert tmp.method_1() == 'test-val-2'

In both cases some_fn will be 'un-mocked' after the test function is complete.

Edit: In order to mock multiple functions, just add more decorators to the function and add arguments to take in the extra parameters

@patch.object(foo, 'some_fn')
@patch.object(foo, 'other_fn')
def test_foo(test_other_fn, test_some_fn):
    ...

Note that the closer the decorator is to the function definition, the earlier it is in the parameter list.

Examples related to python

programming a servo thru a barometer Is there a way to view two blocks of code from the same file simultaneously in Sublime Text? python variable NameError Why my regexp for hyphenated words doesn't work? Comparing a variable with a string python not working when redirecting from bash script is it possible to add colors to python output? Get Public URL for File - Google Cloud Storage - App Engine (Python) Real time face detection OpenCV, Python xlrd.biffh.XLRDError: Excel xlsx file; not supported Could not load dynamic library 'cudart64_101.dll' on tensorflow CPU-only installation

Examples related to unit-testing

Deprecated Gradle features were used in this build, making it incompatible with Gradle 5.0 How to test the type of a thrown exception in Jest Unit Tests not discovered in Visual Studio 2017 Class Not Found: Empty Test Suite in IntelliJ Angular 2 Unit Tests: Cannot find name 'describe' Enzyme - How to access and set <input> value? Mocking HttpClient in unit tests Example of Mockito's argumentCaptor How to write unit testing for Angular / TypeScript for private methods with Jasmine Why is the Visual Studio 2015/2017/2019 Test Runner not discovering my xUnit v2 tests

Examples related to mocking

How can I mock the JavaScript window object using Jest? How can I mock an ES6 module import using Jest? Mocking a function to raise an Exception to test an except block Unfinished Stubbing Detected in Mockito Python mock multiple return values How do I mock a service that returns promise in AngularJS Jasmine unit test? How do Mockito matchers work? Mocking static methods with Mockito How to spyOn a value property (rather than a method) with Jasmine How do I mock a class without an interface?

Examples related to patch

Create patch or diff file from git repository and apply it to another different git repository How to check Oracle patches are installed? What is the main difference between PATCH and PUT request? Using python's mock patch.object to change the return value of a method called within another method How do I simply create a patch from my latest git commit? How to generate a git patch for a specific commit? How to apply `git diff` patch without Git installed? How to move certain commits to be based on another branch in git? How to apply a patch generated with git format-patch? How do I apply a diff patch on Windows?