Updated: Jul 31, 2023
Guide Kit You can use these to implement different types of automation, including web scraping, data extraction and manipulation, and workflow management.
Python is the most widely used programming language for automation. No matter what kind of task you want to automate in Python, there's a library for it. The most popular Python Automation library is Selenium WebDriver. It is one of the most widely used tools for automating browsers on the internet today. Selenium allows users to access their browsers through code (Python or Java). Other Python automation libraries can be used to test web applications or perform tasks like form filling/submission without requiring human interaction. The biggest advantage of using Python libraries is that they do not require any installation because they are written entirely in Python. So, all you need is your favorite text editor (like Sublime Text).
We have handpicked the top and trending open-source Python automation libraries for your next application development project:
Ansible:
- Used in DevOps, Ansible, Docker applications, etc.
- Makes the deployment and maintenance of applications and systems easier.
- Helps automate tasks like code deployment, network configuration, cloud management, etc.
ansibleby ansible
57697 Version:v2.15.1rc1Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.
ansibleby ansible
Python 57697 Version:v2.15.1rc1 License: Strong Copyleft (GPL-3.0)
Selenium:
- Used in Testing, Functional Testing, Selenium applications, etc.
- Offers a variety of tools and libraries enabling web browser automation.
- Provides an infrastructure for the W3C WebDriver specifications.
seleniumby SeleniumHQ
26831 Version:selenium-4.10.0A browser automation framework and ecosystem.
seleniumby SeleniumHQ
Java 26831 Version:selenium-4.10.0 License: Permissive (Apache-2.0)
Prefect:
- Used in Automation, BPM applications, etc.
- Helps ensure that workflows execute properly.
- Offers one of the easiest ways to coordinate your dataflow.
prefectby PrefectHQ
12152 Version:2.10.14The easiest way to orchestrate and observe your data pipelines
prefectby PrefectHQ
Python 12152 Version:2.10.14 License: Permissive (Apache-2.0)
Tpot:
- Used in Artificial Intelligence, Machine Learning applications, etc.
- Optimizes machine learning pipelines using genetic programming.
- Helps automate the most tedious part of machine learning.
tpotby EpistasisLab
9085 Version:v0.11.7A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
tpotby EpistasisLab
Python 9085 Version:v0.11.7 License: Weak Copyleft (LGPL-3.0)
Robotframework:
- Used in Automation, Selenium applications, etc.
- Offers a generic automation framework.
- Useful for acceptance testing and RPA.
robotframeworkby robotframework
8101 Version:v6.1rc1Generic automation framework for acceptance testing and RPA
robotframeworkby robotframework
Python 8101 Version:v6.1rc1 License: Permissive (Apache-2.0)
Playwright-python:
- Used in Testing applications, etc.
- It’s the Python version of the Playwright testing and automation library.
- Delivers capable, reliable, and fast automation.
playwright-pythonby microsoft
8828 Version:v1.35.0Python version of the Playwright testing and automation library.
playwright-pythonby microsoft
Python 8828 Version:v1.35.0 License: Permissive (Apache-2.0)
Pyautogui:
- Used to control the mouse and keyboard programmatically.
- It’s a cross-platform GUI automation Python module.
- Supports Python 2 and 3 on Windows, macOS, and Linux operating systems.
pyautoguiby asweigart
8215 Version:CurrentA cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.
pyautoguiby asweigart
Python 8215 Version:Current License: Permissive (BSD-3-Clause)
Pywinauto:
- Used to automate the Microsoft Windows GUI.
- Allows sending mouse and keyboard actions to windows dialogs and controls.
- Also, supports more complex actions like getting text data.
pywinautoby pywinauto
4060 Version:0.6.8Windows GUI Automation with Python (based on text properties)
pywinautoby pywinauto
Python 4060 Version:0.6.8 License: Permissive (BSD-3-Clause)
SeleniumBase:
- Used in Testing, Functional Testing, Selenium applications, etc.
- Offers a Python framework for browser automation and E2E UI testing.
- Includes Test Case Management Software with Markdown technology.
SeleniumBaseby seleniumbase
3343 Version:v4.15.1Python browser automation framework for creating reliable end-to-end tests.
SeleniumBaseby seleniumbase
Python 3343 Version:v4.15.1 License: Permissive (MIT)
Tox:
- Used in DevOps, Continous Integration, Jenkin applications, etc.
- It’s a generic virtual environment management and test command line tool.
- Helps automate and standardize testing in Python.
toxby tox-dev
3282 Version:4.6.0Command line driven CI frontend and development task automation tool.
toxby tox-dev
Python 3282 Version:4.6.0 License: Permissive (MIT)
Automagica:
- Used in Automation, Docker applications, etc.
- Provides AI-powered Smart Robotic Process Automation.
- Helps automate a variety of tasks and processes.
automagicaby automagica
2775 Version:Current
License: No License (null)AI-powered Smart Robotic Process Automation 🤖
automagicaby automagica
Python 2775 Version:Current License: No License
Selenium-python-helium:
- Used in Testing, Functional Testing, Selenium applications, etc.
- Makes it easier to use Selenium-python for web automation.
- Offers a high-level API for tasks such as Web driver management, iFrames, Window management, etc.
selenium-python-heliumby mherrmann
3404 Version:v3.0.9Selenium-python but lighter: Helium is the best Python library for web automation.
selenium-python-heliumby mherrmann
Python 3404 Version:v3.0.9 License: Permissive (MIT)