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AI in UI automation using Helenium
Healenium is a machine learning tool that improves the reliability of Selenium tests by automatically detecting and healing failures caused by changes to the web UI. It minimizes maintenance time and ensures UI changes do not affect end-to-end tests by replacing failed locators with new values at runtime. To implement Healenium, users create a Maven project, add the Healenium dependency, wrap their Selenium driver with SelfHealingDriver, specify a healing configuration file, and start the backend Docker container before running tests.
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AI in UI automation using Helenium
- 1. Self Healing Test (Selenium+ ML) Healenium
- 2. •Healenium leverages thepower of machine learning to improve the reliability and resilience of selenium tests. •Works by automatically detecting and healing test failures caused by changes in the web UI. Introduction
- 3. Overview 01 Healenium improves stabilityof Selenium- based test cases, handling changes of updated web elements 02 Stable and smart Selenium testing with less effort
- 4. Business Values Minimize Maintainancetime of automation code Efficient Test Automation UI changes does not affect automated E2E tests Stable E2E Tests Reduce the testing stage failure due to the non product related issue Green CI Pipeline
- 5. 01 02 0304 Visualize controls state: Provides detailed reporting with fixed control values and screenshots Benefits of using Healenium Handles NoSuchElement test failures: replaces failed control with a new value in run time Test on mobile: All of these features are available for mobile testing as well Adopts test to UI changes: Self-healing capabilities allows to replace "broken" locator with a new value and fix test in runtime.
- 6. Implementation Create a Mavenproject and add maven dependency of Healenium in POM.xml wrap your Selenium driver with SelfHealingDriver Specify custom healing config file healenium.properties
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- 8. Implementation Start the healeniumbackend: create the docker-compose file. Create init.sql file Start the docker(Docker compose up -d) Run the framework: mvn clean test
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