Analysis

📄️ Auto-Analysis of launches

The analysis feature of the ReportPortal makes it possible for the application to check and pass part of the routine duties by itself.

In the realm of software development, quick issue detection is a critical aspect that directly impacts the quality of your products. Understanding modern trends, ReportPortal is ready to introduce a new feature – Immediate Auto-Analysis (Immediate AA). Starting from version 24.1, Auto-Analysis can be started via API after certain test cases finish before whole Launch is done thereby accelerating the test failure triage.

📄️ Search for the similar "To investigate" items

Let's consider below an example of ML-driven failure triage in ReportPortal.

📄️ ML Suggestions

ML suggestions functionality is based on previously analyzed results (either manually or via Auto-analysis feature) using Machine Learning. The functionality is provided by the Analyzer service in combination with OpenSearch.

📄️ How models are retrained

In the Auto-analysis and Machine Learning (ML) suggestions processes, several models contribute:

📄️ Manual Analysis

Manual Analysis is presented on our test report dashboard by “Make decision” modal.

📄️ Pattern Analysis

Pattern analysis is a feature that helps you to speed up test failure analysis by finding common patterns in error logs.

📄️ Immediate Pattern Analysis

In a modern software world, quick issue detection becomes necessary. ReportPortal as a progressive test automation dashboard, follows today’s faster development methods. Starting from version 24.1, Pattern Analysis can be started via API after certain test cases finish before whole Launch is done. Immediate Pattern Analysis (PA) significantly speeds up failure triage.

📄️ Unique Error Analysis

You can analyze test failures from two perspectives