From 35ac2f4d2bfcfa6f2565634e30e282dcd042309d Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Sat, 14 Oct 2017 02:48:30 +0300
Subject: [PATCH 01/19] chore(test): Write first test

---
 users_test/__init__.py   |  0
 users_test/test_users.py | 14 ++++++++++++++
 2 files changed, 14 insertions(+)
 create mode 100644 users_test/__init__.py
 create mode 100644 users_test/test_users.py

diff --git a/users_test/__init__.py b/users_test/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/users_test/test_users.py b/users_test/test_users.py
new file mode 100644
index 0000000..53266f1
--- /dev/null
+++ b/users_test/test_users.py
@@ -0,0 +1,14 @@
+import unittest
+from project.users import get_users
+
+class BasicTests(unittest.TestCase):
+    def test_request_response(self):
+        """ Send a request to the API server to retrieve users."""
+        response = get_users()
+
+        # Assert that the request-response cycle completed successfully.
+        self.assertEqual(response.status_code, 200)
+
+
+if __name__ == "__main__":
+    unittest.main()

From 772ce0ba5d23e5e69153b1eae001dfc3ee8f20e2 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Sat, 21 Oct 2017 19:18:16 +0300
Subject: [PATCH 02/19] feat: Create users module

---
 __init__.py |  0
 users.py    | 10 ++++++++++
 2 files changed, 10 insertions(+)
 create mode 100644 __init__.py
 create mode 100644 users.py

diff --git a/__init__.py b/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/users.py b/users.py
new file mode 100644
index 0000000..9520287
--- /dev/null
+++ b/users.py
@@ -0,0 +1,10 @@
+import requests
+
+USERS_URL = 'http://jsonplaceholder.typicode.com/users'
+def get_users():
+    """Get list of users"""
+    response = requests.get(USERS_URL)
+    if response.ok:
+        return response
+    else:
+        return None

From 106518bbfb81f0ee363debab8b3a1c2c94abcc30 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Sat, 21 Oct 2017 19:47:29 +0300
Subject: [PATCH 03/19] chore: Mock using decorators

---
 users_test/test_users.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/users_test/test_users.py b/users_test/test_users.py
index 53266f1..d39db40 100644
--- a/users_test/test_users.py
+++ b/users_test/test_users.py
@@ -1,9 +1,12 @@
 import unittest
 from project.users import get_users
+from unittest.mock import patch
 
 class BasicTests(unittest.TestCase):
-    def test_request_response(self):
+    @patch('project.users.requests.get')  # Mock 'requests' module 'get' method.
+    def test_request_response(self, mock_get):
         """ Send a request to the API server to retrieve users."""
+        mock_get.return_value.status_code = 200 # Mock status code of response.
         response = get_users()
 
         # Assert that the request-response cycle completed successfully.

From 3dde70c174930e19b30a4ebe5e16249b07040fdf Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Sat, 21 Oct 2017 19:56:01 +0300
Subject: [PATCH 04/19] chore(context-manager): Mock using a context manager

---
 users_test/test_users.py | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/users_test/test_users.py b/users_test/test_users.py
index d39db40..daf9307 100644
--- a/users_test/test_users.py
+++ b/users_test/test_users.py
@@ -3,11 +3,13 @@
 from unittest.mock import patch
 
 class BasicTests(unittest.TestCase):
-    @patch('project.users.requests.get')  # Mock 'requests' module 'get' method.
-    def test_request_response(self, mock_get):
-        """ Send a request to the API server to retrieve users."""
-        mock_get.return_value.status_code = 200 # Mock status code of response.
-        response = get_users()
+    def test_request_response(self):
+        with patch('project.users.requests.get') as mock_get:
+            # Configure the mock to return a response with status code 200.
+            mock_get.return_value.status_code = 200
+
+            # Call the function, which will send a request to the server.
+            response = get_users()
 
         # Assert that the request-response cycle completed successfully.
         self.assertEqual(response.status_code, 200)

From d2d5b428b9caf4d2ec8ba7b36fa287a1366d4bc6 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Sat, 21 Oct 2017 19:59:54 +0300
Subject: [PATCH 05/19] chore(patcher): Mock using a patcher

---
 users_test/test_users.py | 17 ++++++++++++-----
 1 file changed, 12 insertions(+), 5 deletions(-)

diff --git a/users_test/test_users.py b/users_test/test_users.py
index daf9307..fb2fa9a 100644
--- a/users_test/test_users.py
+++ b/users_test/test_users.py
@@ -4,12 +4,19 @@
 
 class BasicTests(unittest.TestCase):
     def test_request_response(self):
-        with patch('project.users.requests.get') as mock_get:
-            # Configure the mock to return a response with status code 200.
-            mock_get.return_value.status_code = 200
+        mock_get_patcher = patch('project.users.requests.get')
 
-            # Call the function, which will send a request to the server.
-            response = get_users()
+        # Start patching 'requests.get'.
+        mock_get = mock_get_patcher.start()
+
+        # Configure the mock to return a response with status code 200.
+        mock_get.return_value.status_code = 200
+
+        # Call the service, which will send a request to the server.
+        response = get_users()
+
+        # Stop patching 'requests'.
+        mock_get_patcher.stop()
 
         # Assert that the request-response cycle completed successfully.
         self.assertEqual(response.status_code, 200)

From cb4cbf31155dcf02e5f97b0ec3bba6d206f22f88 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Tue, 24 Oct 2017 04:48:41 +0300
Subject: [PATCH 06/19] chore(whole-function): Mocking the whole function

---
 users_test/test_users.py | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/users_test/test_users.py b/users_test/test_users.py
index fb2fa9a..4abbbbe 100644
--- a/users_test/test_users.py
+++ b/users_test/test_users.py
@@ -1,16 +1,23 @@
 import unittest
 from project.users import get_users
-from unittest.mock import patch
+from unittest.mock import patch, Mock
 
 class BasicTests(unittest.TestCase):
     def test_request_response(self):
         mock_get_patcher = patch('project.users.requests.get')
+        users = [{
+            "id": 0,
+            "first_name": "Dell",
+            "last_name": "Norval",
+            "phone": "994-979-3976"
+        }]
 
         # Start patching 'requests.get'.
         mock_get = mock_get_patcher.start()
 
         # Configure the mock to return a response with status code 200.
-        mock_get.return_value.status_code = 200
+        mock_get.return_value = Mock(status_code = 200)
+        mock_get.return_value.json.return_value = users
 
         # Call the service, which will send a request to the server.
         response = get_users()
@@ -20,6 +27,7 @@ def test_request_response(self):
 
         # Assert that the request-response cycle completed successfully.
         self.assertEqual(response.status_code, 200)
+        self.assertEqual(response.json(), users)
 
 
 if __name__ == "__main__":

From 8ab84e8acd8929de96c370754a869a9047da3061 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Thu, 2 Nov 2017 03:36:30 +0300
Subject: [PATCH 07/19] feat: Create method to fetch a single user

---
 users.py | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/users.py b/users.py
index 9520287..a1dd5d6 100644
--- a/users.py
+++ b/users.py
@@ -1,6 +1,7 @@
 import requests
+import json
 
-USERS_URL = 'http://jsonplaceholder.typicode.com/users'
+USERS_URL = 'http://localhost:7800/customers'
 def get_users():
     """Get list of users"""
     response = requests.get(USERS_URL)
@@ -8,3 +9,11 @@ def get_users():
         return response
     else:
         return None
+
+
+def get_user(user_id):
+    """Get a single user using their ID"""
+    all_users = get_users().json()
+    for user in all_users:
+        if user['id'] == user_id:
+            return user

From 01c5db890fb423b2945f925df7f90b33c0b70b68 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Thu, 2 Nov 2017 03:37:33 +0300
Subject: [PATCH 08/19] feat: Create test for function to fetch single user

---
 users_test/test_users.py | 14 +++++++++++++-
 1 file changed, 13 insertions(+), 1 deletion(-)

diff --git a/users_test/test_users.py b/users_test/test_users.py
index 4abbbbe..3ea1789 100644
--- a/users_test/test_users.py
+++ b/users_test/test_users.py
@@ -1,5 +1,5 @@
 import unittest
-from project.users import get_users
+from project.users import get_users, get_user
 from unittest.mock import patch, Mock
 
 class BasicTests(unittest.TestCase):
@@ -29,6 +29,18 @@ def test_request_response(self):
         self.assertEqual(response.status_code, 200)
         self.assertEqual(response.json(), users)
 
+    @patch('project.users.get_users')
+    def test_get_one_user(self, mock_get_users):
+        """Test for getting one user using their userID"""
+        users = [
+            {'phone': '514-794-6957', 'first_name': 'Brant', 'last_name': 'Mekhi', 'id': 0},
+            {'phone': '772-370-0117', 'first_name': 'Thalia', 'last_name': 'Kenyatta', 'id': 1},
+            {'phone': '176-290-7637', 'first_name': 'Destin', 'last_name': 'Soledad', 'id': 2}
+            ]
+        mock_get_users.return_value = Mock()
+        mock_get_users.return_value.json.return_value = users
+        user = get_user(2)
+        self.assertEqual(user, users[2])
 
 if __name__ == "__main__":
     unittest.main()

From 579dcb62add8773faad9533e55345ea9f8cf4848 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Thu, 2 Nov 2017 03:43:13 +0300
Subject: [PATCH 09/19] chore: Create requirements.txt

---
 requirements.txt | 2 ++
 1 file changed, 2 insertions(+)
 create mode 100644 requirements.txt

diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..eb97054
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,2 @@
+nose2==0.6.5
+requests==2.18.4

From b91cdc5cd79062bcb7785cb0a4e28672c05785b4 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Thu, 2 Nov 2017 03:51:09 +0300
Subject: [PATCH 10/19] chore: Create circle.yml file

---
 circle.yml | 11 +++++++++++
 1 file changed, 11 insertions(+)
 create mode 100644 circle.yml

diff --git a/circle.yml b/circle.yml
new file mode 100644
index 0000000..1d77dc4
--- /dev/null
+++ b/circle.yml
@@ -0,0 +1,11 @@
+machine:
+  python:
+    version: 3.5.2
+
+dependencies:
+  override:
+    - pip install -r requirements.txt
+
+test:
+  override:
+    - nose2 --verbose

From 0990062c67f9f9ba1b09cb66a0e03b107e49f279 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Thu, 2 Nov 2017 04:02:30 +0300
Subject: [PATCH 11/19] chore: Refactor imports for CI

---
 users_test/test_users.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/users_test/test_users.py b/users_test/test_users.py
index 3ea1789..6c44ffb 100644
--- a/users_test/test_users.py
+++ b/users_test/test_users.py
@@ -1,10 +1,10 @@
 import unittest
-from project.users import get_users, get_user
+from users import get_users, get_user
 from unittest.mock import patch, Mock
 
 class BasicTests(unittest.TestCase):
     def test_request_response(self):
-        mock_get_patcher = patch('project.users.requests.get')
+        mock_get_patcher = patch('users.requests.get')
         users = [{
             "id": 0,
             "first_name": "Dell",
@@ -29,7 +29,7 @@ def test_request_response(self):
         self.assertEqual(response.status_code, 200)
         self.assertEqual(response.json(), users)
 
-    @patch('project.users.get_users')
+    @patch('users.get_users')
     def test_get_one_user(self, mock_get_users):
         """Test for getting one user using their userID"""
         users = [

From 8c04720c41b1b0a916e8a021eaa27c75206753d4 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Thu, 2 Nov 2017 04:14:33 +0300
Subject: [PATCH 12/19] chore: test failing test

---
 users_test/test_users.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/users_test/test_users.py b/users_test/test_users.py
index 6c44ffb..fb028e4 100644
--- a/users_test/test_users.py
+++ b/users_test/test_users.py
@@ -40,7 +40,7 @@ def test_get_one_user(self, mock_get_users):
         mock_get_users.return_value = Mock()
         mock_get_users.return_value.json.return_value = users
         user = get_user(2)
-        self.assertEqual(user, users[2])
+        self.assertEqual(user, users[4])
 
 if __name__ == "__main__":
     unittest.main()

From 818089e6c40dc5697862d02c51f4e3d0593e45e9 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Thu, 2 Nov 2017 04:18:01 +0300
Subject: [PATCH 13/19] chore: Fix failing test

---
 users_test/test_users.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/users_test/test_users.py b/users_test/test_users.py
index fb028e4..6c44ffb 100644
--- a/users_test/test_users.py
+++ b/users_test/test_users.py
@@ -40,7 +40,7 @@ def test_get_one_user(self, mock_get_users):
         mock_get_users.return_value = Mock()
         mock_get_users.return_value.json.return_value = users
         user = get_user(2)
-        self.assertEqual(user, users[4])
+        self.assertEqual(user, users[2])
 
 if __name__ == "__main__":
     unittest.main()

From 0f32cc874e0d4c460af3eafd1805659b6a7015c2 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Thu, 2 Nov 2017 04:37:30 +0300
Subject: [PATCH 14/19] chore: Update README

---
 README.md | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/README.md b/README.md
index 2a4b628..a7ea1a8 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,14 @@
 # Python-API-Testing
 Testing Python APIs
+
+## Sections.
+- Introduction - Brief intro of the article and setup of the application.
+- Test Driven Development(TDD) - A bit of explanation on TDD.
+- Utilizing Mocks - Explain the concept of mocking and different ways of mocking as follows.
+  - Using Decorators
+  - Using a Context Manager
+  - Using a Patcher
+- Mocking the whole function behavior - Demonstrate and explain how its done.
+- Mocking third party functions - Demonstrate and explain how to mock out own functions/modules in other functions.
+- Continuous integration with Circle CI - Brief walk through of how to combine testing and CI to make our development smooth, use case Github and Circle CI.
+- Conclusion - Brief summary touching on mocking and CI.

From 8d6d5816218f5a79b8bd306e98a3dbb6b614fd32 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Wed, 15 Nov 2017 02:47:27 +0300
Subject: [PATCH 15/19] chore(url):Update URL for API

---
 users.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/users.py b/users.py
index a1dd5d6..bc0733c 100644
--- a/users.py
+++ b/users.py
@@ -1,7 +1,7 @@
 import requests
 import json
 
-USERS_URL = 'http://localhost:7800/customers'
+USERS_URL = 'http://jsonplaceholder.typicode.com/users'
 def get_users():
     """Get list of users"""
     response = requests.get(USERS_URL)
@@ -16,4 +16,4 @@ def get_user(user_id):
     all_users = get_users().json()
     for user in all_users:
         if user['id'] == user_id:
-            return user
+            return user
\ No newline at end of file

From 500c8f514f5afa1bd433aa39c68eb25cac8be429 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Wed, 22 Nov 2017 01:45:52 +0300
Subject: [PATCH 16/19] chore(pep-8): Use PEP8 styling

---
 users.py                 |  4 +++-
 users_test/test_users.py | 15 ++++++++++-----
 2 files changed, 13 insertions(+), 6 deletions(-)

diff --git a/users.py b/users.py
index bc0733c..68c0e37 100644
--- a/users.py
+++ b/users.py
@@ -2,6 +2,8 @@
 import json
 
 USERS_URL = 'http://jsonplaceholder.typicode.com/users'
+
+
 def get_users():
     """Get list of users"""
     response = requests.get(USERS_URL)
@@ -16,4 +18,4 @@ def get_user(user_id):
     all_users = get_users().json()
     for user in all_users:
         if user['id'] == user_id:
-            return user
\ No newline at end of file
+            return user
diff --git a/users_test/test_users.py b/users_test/test_users.py
index 6c44ffb..276b32a 100644
--- a/users_test/test_users.py
+++ b/users_test/test_users.py
@@ -2,6 +2,7 @@
 from users import get_users, get_user
 from unittest.mock import patch, Mock
 
+
 class BasicTests(unittest.TestCase):
     def test_request_response(self):
         mock_get_patcher = patch('users.requests.get')
@@ -16,7 +17,7 @@ def test_request_response(self):
         mock_get = mock_get_patcher.start()
 
         # Configure the mock to return a response with status code 200.
-        mock_get.return_value = Mock(status_code = 200)
+        mock_get.return_value = Mock(status_code=200)
         mock_get.return_value.json.return_value = users
 
         # Call the service, which will send a request to the server.
@@ -33,14 +34,18 @@ def test_request_response(self):
     def test_get_one_user(self, mock_get_users):
         """Test for getting one user using their userID"""
         users = [
-            {'phone': '514-794-6957', 'first_name': 'Brant', 'last_name': 'Mekhi', 'id': 0},
-            {'phone': '772-370-0117', 'first_name': 'Thalia', 'last_name': 'Kenyatta', 'id': 1},
-            {'phone': '176-290-7637', 'first_name': 'Destin', 'last_name': 'Soledad', 'id': 2}
-            ]
+            {'phone': '514-794-6957', 'first_name': 'Brant',
+             'last_name': 'Mekhi', 'id': 0},
+            {'phone': '772-370-0117', 'first_name': 'Thalia',
+             'last_name': 'Kenyatta', 'id': 1},
+            {'phone': '176-290-7637', 'first_name': 'Destin',
+             'last_name': 'Soledad', 'id': 2}
+        ]
         mock_get_users.return_value = Mock()
         mock_get_users.return_value.json.return_value = users
         user = get_user(2)
         self.assertEqual(user, users[2])
 
+
 if __name__ == "__main__":
     unittest.main()

From 0d8f4dc7f7679a960edbc9ed75d7d6cd2960c30d Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Wed, 22 Nov 2017 03:46:04 +0300
Subject: [PATCH 17/19] chore(refactor): Include all tests with more comments

---
 users_test/test_users.py | 56 ++++++++++++++++++++++++++++++++++++++--
 1 file changed, 54 insertions(+), 2 deletions(-)

diff --git a/users_test/test_users.py b/users_test/test_users.py
index 276b32a..0692d0a 100644
--- a/users_test/test_users.py
+++ b/users_test/test_users.py
@@ -4,7 +4,29 @@
 
 
 class BasicTests(unittest.TestCase):
-    def test_request_response(self):
+    @patch('users.requests.get')  # Mock 'requests' module 'get' method.
+    def test_request_response_with_decorator(self, mock_get):
+        """Mocking using a decorator"""
+        mock_get.return_value.status_code = 200 # Mock status code of response.
+        response = get_users()
+
+        # Assert that the request-response cycle completed successfully.
+        self.assertEqual(response.status_code, 200)
+
+    def test_request_response_with_context_manager(self):
+        """Mocking using a context manager"""
+        with patch('users.requests.get') as mock_get:
+            # Configure the mock to return a response with status code 200.
+            mock_get.return_value.status_code = 200
+
+            # Call the function, which will send a request to the server.
+            response = get_users()
+
+        # Assert that the request-response cycle completed successfully.
+        self.assertEqual(response.status_code, 200)
+
+    def test_request_response_with_patcher(self):
+        """Mocking using a patcher"""
         mock_get_patcher = patch('users.requests.get')
         users = [{
             "id": 0,
@@ -29,10 +51,40 @@ def test_request_response(self):
         # Assert that the request-response cycle completed successfully.
         self.assertEqual(response.status_code, 200)
         self.assertEqual(response.json(), users)
+    
+    def test_mock_whole_function(self):
+        """Mocking a whole function"""
+        mock_get_patcher = patch('users.requests.get')
+        users = [{
+            "id": 0,
+            "first_name": "Dell",
+            "last_name": "Norval",
+            "phone": "994-979-3976"
+        }]
+
+        # Start patching 'requests.get'.
+        mock_get = mock_get_patcher.start()
+
+        # Configure the mock to return a response with status code 200 and a list of users.
+        mock_get.return_value = Mock(status_code = 200)
+        mock_get.return_value.json.return_value = users
+
+        # Call the service, which will send a request to the server.
+        response = get_users()
+
+        # Stop patching 'requests'.
+        mock_get_patcher.stop()
+
+        # Assert that the request-response cycle completed successfully.
+        self.assertEqual(response.status_code, 200)
+        self.assertEqual(response.json(), users)
 
     @patch('users.get_users')
     def test_get_one_user(self, mock_get_users):
-        """Test for getting one user using their userID"""
+        """
+        Test for getting one user using their userID
+        Demonstrates mocking third party functions
+        """
         users = [
             {'phone': '514-794-6957', 'first_name': 'Brant',
              'last_name': 'Mekhi', 'id': 0},

From 97463d4645c56b3a7fad9990d9d2a638a2295518 Mon Sep 17 00:00:00 2001
From: kimobrian <brian.kimokoti@andela.com>
Date: Wed, 22 Nov 2017 04:28:09 +0300
Subject: [PATCH 18/19] chore(setup): Update README witn the setup info

---
 README.md | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/README.md b/README.md
index a7ea1a8..4132987 100644
--- a/README.md
+++ b/README.md
@@ -12,3 +12,12 @@ Testing Python APIs
 - Mocking third party functions - Demonstrate and explain how to mock out own functions/modules in other functions.
 - Continuous integration with Circle CI - Brief walk through of how to combine testing and CI to make our development smooth, use case Github and Circle CI.
 - Conclusion - Brief summary touching on mocking and CI.
+
+## Setup.
+ ```sh
+$ git clone git@github.com:kimobrian/Python-API-Testing.git
+$ cd Python-API-Testing
+$ virtualenv -p python3 venv   # Create virtual environment
+$ source venv/bin/activate # Activate virtual environment
+$ pip install -r requirements.txt
+ ```

From db1294bfa265f9ec25e08d38bd670bc0a1b4da17 Mon Sep 17 00:00:00 2001
From: O'Brian Kimokoti <brian.kimokoti@andela.com>
Date: Fri, 22 Dec 2017 18:04:12 +0300
Subject: [PATCH 19/19] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 4132987..d717648 100644
--- a/README.md
+++ b/README.md
@@ -10,7 +10,7 @@ Testing Python APIs
   - Using a Patcher
 - Mocking the whole function behavior - Demonstrate and explain how its done.
 - Mocking third party functions - Demonstrate and explain how to mock out own functions/modules in other functions.
-- Continuous integration with Circle CI - Brief walk through of how to combine testing and CI to make our development smooth, use case Github and Circle CI.
+- ~Continuous integration with Circle CI - Brief walk through of how to combine testing and CI to make our development smooth, use case Github and Circle CI.~
 - Conclusion - Brief summary touching on mocking and CI.
 
 ## Setup.