According to a recent Developer Survey by Stack Overflow, Python is considered the most sought-after programming language among developers.

1. Best Selenium Python Frameworks for
Test automation
According to a recent Developer Survey by Stack Overflow, Python is considered the most
sought-after programming language among developers. It is the most accessible and
simplified programming language that provides an extensive support system for test
automation frameworks. With more and more implementation of Artificial Intelligence, Python
has become a popular choice. Many similar Selenium Python frameworks for test
automation are employed for cross-browser, Selenium web testing and automation browser
testing. Python testing frameworks have seen a surge in their demand recently, making it
imperative to choose the best Selenium test automation framework that suits your
requirements.
Why Python for Test Automation? Because it’s simple, intuitive, and readable. It is less
messy, beginner-friendly, and a highly competitive programming language. It provides a fast
learning curve to write scripts in less time. Python is easy to understand, making it
worthwhile for manual testers to feel confident while shifting towards automation.
Let us discuss how to use Selenium Python Frameworks for fulfilling your
Selenium Test Automation needs
Apart from PyUnit that is a default Python Testing framework in 2023, there are a myriad
of Selenium Python Frameworks available in the market to choose from, below are a few of

2. the top frameworks:
1. Behave Framework
Behave is a widely used Python Selenium Framework allowing software teams to perform
BDD Testing with the latest version. Behavior Driven Development, agile software
Development Methodology enables developers, testers, and businesses to have a symbiotic
collaboration. It functions similarly to SpecFlow and Cucumber Framework for automation
testing. It uses Gherkin language to make business understandable test case scenarios
encouraging Business-Driven Development (BDD). Behave is based on a fundamentally
different BDD Framework, making it different from all other Python Selenium Framework.
Behave carries a few disadvantages like, it is not supported well in PyCharm environment
and can only be used in Black-box testing. The primary requirement for automated browser
testing is the need for parallel testing. But it is not supported by Behave because it does not
carry any built-in support for parallel test execution.
Requirement:
-It requires Python version 2.7.14 or above.
-Basic knowledge of any of the Behavior Driven Development tools
-Python Package Manager Command (pip) is needed for its installation
-The most preferred development environment like PyCharm or any other IDE is also
required to work with Behave.
2. Lettuce Framework
Lettuce is a Behavior Driven Development Testing Framework based on Cucumber and
Python. This Python Selenium framework was designed to make testing simple and

3. interesting to its users. It is an open-source framework and is usually hosted on GitHub. It
uses Gherkin language to create tests, test scenarios, and feature files using user-friendly
keywords. It is the same as Behave Black box testing but can be used for more types of
testing. Its execution requires on-time communication between all project stakeholders like
developers, testers, marketing managers, and project managers.
Requirements:
-Lettuce needs Python version 2.7.14 or above,
-A prior experience with any BDD Framework
-Python Package Manager (pip) for installation
3. PyTest Framework
It is one of the most venerable Python Selenium frameworks for scalable test automation.
Being open-source, it is easily accessible by the Development teams, QA teams, and open
learning groups for open source projects. It supports Unit, Functional, and API Testing. It is
compatible with Python 3.5 and PyPy3 Python versions and is easily installable via Python
Package Manager (pip) command. Python Testing Frameworks start with traditional test_ (or
end with _test) nomenclature but PyTest doesn’t carry such restrictions because of its built-
in auto-discovery features that look for inherent test modules and functions. Also, with the
help of the assert writing feature, there is no need to remember self.assert* names to fetch
failing assert statement data. We can not ignore the fact that there are compatibility issues
with PyTest, which means you can write test cases with convenience but can’t use them with
other testing frameworks. Creating customized HTML reports with Robot Framework is quite
tricky. Also, PyTest does not support parallel testing entirely.

4. Requirements:
–Learning and using Pytest is effortless, making it easy to get started with just a little
knowledge of any Python Selenium Framework.
-You would also need a Python integrated development environment along with Python
Packaging Manager for PyTest installation.
4. Robot Framework
Robot Framework is a popular open-source Python Selenium Frameworks trusted by Python
Developers for implementing acceptance testing. Acceptance is also used for Test-Driven
Development (TDD) and Robotic Process Automation (RPA) within the automated testing
strategy. Robot Framework is Python-based but can also run on .net-based IronPython and
Java-based Jython. Robot Framework uses Keyword style to write test cases. It provides
easily understandable HTML reports and screenshots. The Robot framework has a rich API
ecosystem that allows smooth integration with third-party tools. It is very well-documented. It
follows a keyword-based, data-driven, and Behaviour driven approach for the maintenance
of test readability. It is compatible with Windows, macOS, and Linux operating systems and
with all applications, be it mobile, web, or desktop.
Requirement:
-The capacities of Robot Framework can be optimally utilized using Python version 2.7.14 or
higher.
-Python Package Manager Command (pip) is used for its installation.
-A development framework like PyCharm Community Edition should be must to download to
use the Robot framework.

5. 5. PyUnit (or UnitTest) Framework
UnitTest is another name for PyUnit, which is considered a standard Python Selenium
Framework for test automation. PyUnit is a Unit testing framework for Python inspired by
JUnit and works similar to other unit testing frameworks. It is the first Python automated Unit
Testing Framework- a part of the Python Testing Library. With easy installation and
Configuration, UnitTest Python Unit Testing Framework is used by all developers who are
getting started with Selenium Test Automation. The test cases follow a usual start with test_
(or end with _test) nomenclature. UnitTest reporting utilizes UnitTest-XML-reporting and
generates XML reports like in the case of Selenium Testing with JUnit. The traditional
CamelCase naming method derived from JUnit persists even now, making the test code
unclear sometimes. Also, there is an increasing need for boilerplate code.
Requirements:
–Since UnitTest comes by default with Python, Python Selenium Framework does not
require any additional package or module installation.
-Basic knowledge of Python Framework is sufficient to get started with PyUnit.
-In case you are dealing with additional modules, Python Package Manager Command (pip)
and IDE would be required.
6. TestProject Framework
TestProject is a cutting-edge open-source automation framework that’s great for seamless
test automation development. Its user-friendly interface and extensive capabilities make it a
favorite for developers to simplify the process of creating and executing automated tests.
One of the notable features of TestProject is its ability to generate both cloud and local
HTML reports, allowing users to easily analyze test results and track the progress of their
automation efforts. These reports provide detailed insights into test execution, including test
pass/fail status, execution times, and any potential errors or exceptions encountered during

6. testing. It comes bundled with all the necessary dependencies, conveniently packaged as a
single executable cross-platform agent file. This eliminates the need for users to manually
install and manage multiple dependencies, streamlining the setup process and enhancing
overall productivity.
Requirements:
-TestProject works well with Python version 3.6 or above.
7. Testify Framework
Python’s Unittest and Nose Python Selenium framework were replaced with Testify, which is
more Pythonic in nature. It is an advanced version of Unittest. Testify was created after
Unittest so, the tests framed for Unittest demand bare minimum test modifications to work
well with Testify. It is mainly used for performing automated Unit, System, and Integration
testing. Testify is a successful example of Java Implementation of semantic testing. Testify’s
expansive plugin ecosystem contains important properties around reporting and publishing.
Other features similar to Nose2 Framework are automatic test discovery, class level set-up,
and simple syntax to fixture methods that need to be run once for the whole set of test
methods. However, it does not provide extensive documentation, and the scope for
performing parallel testing makes it quite a challenge.
Requirements:
-Testify is based on the existing Unittest framework, which provides a gradual learning
curve
-It only requires the Python Package Manager for installation.

7. Conclusion
Selenium is at its best when developers perform automation testing and save time by
pushing the changes quickly. The biggest challenge that Selenium has to deal with, even
after being known for having a robust testing suite, is the ever-changing nature of the front-
end technologies. We focused on various popular Selenium Python Frameworks for testing
available today. Each one of them has its respective strengths and weaknesses, however,
the choice of the framework you use must be made depending upon the team’s language
proficiency and its relevance in the type of project requirements. There are some BDD tools
like Behave and Lettuce that are used in case the team comprises non-technical members.
PyTest is a great choice over the default Python Selenium framework to leverage the
development of complex functional tests. If you are just at the beginning stage and want to
know how to use selenium python for testing, Robot Framework should be a great starter.