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You're reading from  Full-Stack Flask and React

Product typeBook
Published inOct 2023
Reading LevelIntermediate
PublisherPackt
ISBN-139781803248448
Edition1st Edition
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Olatunde Adedeji
Olatunde Adedeji
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Olatunde Adedeji

Olatunde Adedeji is a seasoned web developer with over 15 years of experience in developing dynamic and detail-oriented enterprise web applications. Along with his extensive experience in developing, maintaining and supporting mobile, web and enterprise applications in Python, Go and JavaScript, Olatunde has consistently delivered excellent services, as team lead, team member or in consultancy capacity. Olatunde is proficient in application design and solution blueprinting; including mastery of application development tools such as: Flask, Django, Gin, React, and NodeJS. When not weaving the web and playing chess, Olatunde spends time with his wife, Adedoyin and two daughters, Mitchelle and Mabel.
Read more about Olatunde Adedeji

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Flask Unit Testing

Unit testing is an essential phase in software development that guarantees the proper functioning of each component of an application. In Chapter 7, React Unit Testing, we discussed unit testing as it relates to React components in building reliable user interfaces for the frontend part of a web application. With backend development, the principles of unit testing are similar, except that you are using a different programming language – or better, still working with a backend tech stack.

Unit testing ensures that each component or module of a software application is working correctly in isolation from the rest of the application. By testing each unit separately and thoroughly, developers can identify and fix issues early in the development cycle, which can save time and effort in the long run.

Unit testing helps catch defects early and provides a safety net for refactoring code, making it easier to maintain and evolve the application over time. Ultimately...

Technical requirements

The complete code for this chapter is available on GitHub at: https://github.com/PacktPublishing/Full-Stack-Flask-and-React/tree/main/Chapter15

Unit testing in Flask applications

Flask is like a chef’s knife for web developers – it’s a versatile tool that can help you cook up scalable and flexible applications in no time. However, as the complexity of Flask applications grows, it becomes increasingly difficult to ensure that all the components of the application are working correctly together. This is where unit testing comes in.

Unit testing is a software testing technique that involves testing each component or module of an application in isolation from the rest of the application. By testing each unit separately and thoroughly, developers can identify and fix issues at the outset of the development process. The practice of unit testing can assist in spotting defects quickly and serve as a safeguard when making changes or modifying code, thus making it easier to maintain and evolve the application over time.

With Flask applications, unit testing helps ensure that all the routes, views, and other...

Introducing Pytest

Pytest is an open source testing framework for Python that simplifies the process of writing and executing concise and readable tests. Pytest provides a simple and flexible way to write tests and supports a wide range of testing options out of the box, including functional tests, unit tests, and integration tests.

Pytest is widely used among Python developers due to its ease of use, powerful fixture system, and integration with other Python testing tools. Pytest can automatically find and run all the tests in a project with the -test discovery ability. Pytest generates detailed reports that provide developers with valuable insights into the test results.

These reports include information on the number of tests executed, the time taken to run each test, and any failures or errors that occurred. This information can help developers pinpoint and address issues promptly, improving the overall quality of the code base. Pytest has an amazing large community of users...

Setting up Pytest

Testing your Python code is an essential part of the development process, and Pytest is a powerful tool for actualizing a robust testing environment. In this section, we’ll walk you through the steps of setting up Pytest and transforming your Python code testing experience from amateur into pro, providing advanced features and capabilities that make testing faster, easier, and more effective.

To set up Pytest, you can follow these steps:

  1. Installing pip: You can install Pytest using pip, the package installer for Python. Open your Terminal or command prompt in the bizza/backend/ project directory and run the following command:
    pip install pytest

    The preceding line installs Pytest and all its dependencies.

  2. Creating a test file: Create a new file named test_addition.py in your project directory – that is, bizza/backend/tests/test_addition.py. This is a simple example test file to warm up with.
  3. Writing a test function: Inside test_addition...

Basic syntax, structures, and features of Pytest

The basic syntax and structure of a Pytest test function can be represented as follows:

def test_function_name():    # Arrange: set up the necessary test data or
      environment
    # Act: execute the code being tested
    result = some_function()
    # Assert: check that the expected behavior is observed
    assert result == expected_result

test_function_name should be a descriptive name that conveys the purpose of the test:

  • The Arrange section sets up the necessary test data or environment, such as initializing objects or connecting to a database
  • The Act section executes the code being tested, such as calling a function or performing a specific action
  • The Assert section checks that the expected behavior is observed, using assertions to verify that the output or behavior of the code...

Writing unit tests

Writing tests with pytest involves creating test functions that verify the functionality of your code. These test functions are executed by pytest and can be organized into test modules and test packages. In addition to test functions, pytest provides other testing features such as fixtures, parameterization, and mocking, which can help you write more robust and efficient tests.

In this section, we will cover the basics of writing tests with pytest, including creating test functions, using assertions to check for expected behavior, and organizing tests into test suites.

Now, let’s laser-focus on writing unit tests for a user registration component of an application.

Unit-testing user registration

Unit testing is a crucial part of the software development process. Unit testing unarguably allows developers to verify that their code works correctly and reliably, as stated earlier. One area where unit testing is particularly important is user registration...

Testing JSON APIs

Testing JSON APIs is an essential part of developing any web application that communicates with external clients. APIs provide a simple and flexible way to exchange data between the server and the client. APIs are critical to ensure that the APIs work as expected before they are exposed to external users.

Unit-testing JSON APIs involves verifying that the API endpoints return the expected results for different types of input data and handling error cases. Additionally, it’s essential to ensure that the API follows industry-standard protocols and is secure against common web vulnerabilities. In this way, developers can ensure the reliability and security of the web application and minimize the risk of errors or security breaches.

Let’s go through a test suite with four tests – test_get_all_speakers, test_create_speaker, test_update_speaker, and test_delete_speaker:

import pytestimport requests
# Define the base URL for the speakers API...

Test-driven development with Flask

TDD is a software development approach where you write automated tests before writing the actual code. The process involves writing a test case for a specific feature or functionality and then writing the minimum amount of code necessary to make the test pass. Once the test passes, you write additional tests to cover different edge cases and functionality until you have fully implemented the desired feature.

Using Flask with an attendee endpoint as a case study, the TDD process might look like this:

  1. Define the feature: The first step is to define the feature you want to implement. In this case, the feature is an endpoint that allows users to view a list of attendees for an event.
  2. Write a test case: Next, you must write a test case that defines the expected behavior of the endpoint. For example, you might write a test that checks that the endpoint returns a JSON response with a list of attendees.
  3. Run the test: You then run the test...

Handling exceptions

Handling exceptions with unit testing is a software development technique that involves testing how a piece of code handles different types of exceptions that may occur during runtime. Exceptions can be triggered by a variety of factors, such as invalid input, unexpected input, or issues with the environment in which the code is running.

Unit testing is the practice of writing small, automated tests to ensure that individual units of code are working as expected. When it comes to handling exceptions, unit tests can help ensure that the code responds appropriately to various error conditions. As a developer, you need to test that your code can handle exceptions gracefully. You can simulate these error conditions in a controlled environment so that you have more confidence in your code’s ability to handle exceptions that may occur.

For instance, in the case of a Flask application with an attendees endpoint, you may want to test how the application handles...

Summary

Unit testing, as a crucial aspect of Flask application development, ensures the reliability and functionality of application software. In this chapter, we learned how to structure and implement effective unit tests for various components of a Flask application. We explored how Pytest simplifies testing processes and enhances the productivity of developers.

This chapter covered the fundamentals of Pytest, including its introduction, setup process, basic syntax, and features. We discovered the importance of the setup and teardown methods, which help create a controlled testing environment and ensure the proper disposal of resources after each test case.

By applying these techniques, we were able to create more robust and isolated unit tests that mirror real-world scenarios. Furthermore, we provided guidelines on how to write unit tests, test JSON APIs, apply TDD, and handle exceptions in Flask applications. With the adoption of these practices, developers can improve the...

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Author (1)

author image
Olatunde Adedeji

Olatunde Adedeji is a seasoned web developer with over 15 years of experience in developing dynamic and detail-oriented enterprise web applications. Along with his extensive experience in developing, maintaining and supporting mobile, web and enterprise applications in Python, Go and JavaScript, Olatunde has consistently delivered excellent services, as team lead, team member or in consultancy capacity. Olatunde is proficient in application design and solution blueprinting; including mastery of application development tools such as: Flask, Django, Gin, React, and NodeJS. When not weaving the web and playing chess, Olatunde spends time with his wife, Adedoyin and two daughters, Mitchelle and Mabel.
Read more about Olatunde Adedeji