I have a function that makes a POST request using urllib3.PoolManager(). Now in the unit test I want to mock said request but having some difficulty. What's the correct way to do it?
My code:
http = urllib3.PoolManager()
# my func
def func(event, context):
...
resp = http.request('POST', url, body=encoded_msg)
...
# unit test
@patch('urllib3.PoolManager.request')
def test_lambda_handler(self, mock_instance):
mock_instance.return_value = Mock(status = "200", data = "success")
res = func(event, [])
mock_instance.request.assert_called_once()
I get this error "AssertionError: Expected 'request' to have been called once. Called 0 times."
1 Answer
Since you call the constructor of the urllib3.PoolManager class in global (or module) scope. Reference: #where-to-patch
module
bdoesimport aandsome_functionusesa.SomeClass. ... In this case the class we want to patch is being looked up in the module and so we have to patcha.SomeClassinstead:@patch('a.SomeClass')
Option 1: import the func after mocking urllib3.PoolManager class
lambda_handler.py:
import urllib3
import json
http = urllib3.PoolManager()
print('http: ', http)
def func(event, context):
url = '
data = {'attribute': 'value'}
encoded_msg = json.dumps(data).encode('utf-8')
resp = http.request('POST', url, body=encoded_msg)
test_lambda_handler.py:
import unittest
import json
from unittest import mock
class TestLambdaHandler(unittest.TestCase):
@mock.patch('urllib3.PoolManager')
def test_lambda_handler(self, mock_PoolManager):
from lambda_handler import func
mock_http = mock_PoolManager.return_value
event = {}
func(event, [])
mock_http.request.assert_called_once_with('POST', ' body=json.dumps({'attribute': 'value'}).encode('utf-8'))
unittest.main(verbosity=2)
test result:
test_lambda_handler (__main__.TestLambdaHandler) ... http: <MagicMock name='PoolManager()' id='4475122928'>
ok
----------------------------------------------------------------------
Ran 1 test in 0.063s
OK
Name Stmts Miss Cover Missing
---------------------------------------------------------------------------------
src/stackoverflow/69890084/lambda_handler.py 9 0 100%
src/stackoverflow/69890084/test_lambda_handler.py 12 0 100%
---------------------------------------------------------------------------------
TOTAL 21 0 100%
Option 2: mock the global variable http, you don't need to import the func after mocking
If you import the lambda_handler module at the top of the test file, the module lambda_handler will have a reference to the real urllib3.PoolManager so that it's too late for mocking.
import unittest
import json
from unittest import mock
from lambda_handler import func
class TestLambdaHandler(unittest.TestCase):
@mock.patch('lambda_handler.http')
def test_lambda_handler(self, mock_http):
event = {}
func(event, [])
mock_http.request.assert_called_once_with('POST', ' body=json.dumps({'attribute': 'value'}).encode('utf-8'))
unittest.main(verbosity=2)
test result:
http: <urllib3.poolmanager.PoolManager object at 0x1104b2610>
test_lambda_handler (__main__.TestLambdaHandler) ... ok
----------------------------------------------------------------------
Ran 1 test in 0.002s
OK
Name Stmts Miss Cover Missing
---------------------------------------------------------------------------------
src/stackoverflow/69890084/lambda_handler.py 9 0 100%
src/stackoverflow/69890084/test_lambda_handler.py 11 0 100%
---------------------------------------------------------------------------------
TOTAL 20 0 100%
