DevFactory Innovations FZ-LLC (20240320133). Automating Identification of Test Cases for Library Suggestion Models simplified abstract

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Automating Identification of Test Cases for Library Suggestion Models

Organization Name

DevFactory Innovations FZ-LLC

Inventor(s)

Tushar Makkar of Ambala City (IN)

Automating Identification of Test Cases for Library Suggestion Models - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240320133 titled 'Automating Identification of Test Cases for Library Suggestion Models

The patent application describes a method, system, and apparatus for adding library models to a library knowledge base by defining a template for a library configuration file that conveys information about each library model, custom inputs, code snippets, and education content.

  • The template for the library configuration file can be automatically filled by populating selected data fields with information identifying the library model.
  • Documentation pages are scraped to extract test cases, and test case code is scraped to extract input parameters for evaluation by an input/output matching engine.
  • The input/output matching engine identifies functionally similar code snippets for inclusion in the template.

Potential Applications: - Enhancing library knowledge bases - Streamlining library model comparison operations - Improving education content for library models

Problems Solved: - Facilitating the addition of library models to a knowledge base - Automating the population of library configuration files - Enhancing the accuracy of functionally similar code snippet identification

Benefits: - Increased efficiency in adding library models - Improved accuracy in comparing library models - Enhanced educational content for library models

Commercial Applications: Title: Automated Library Model Addition System This technology could be used in software development companies to streamline the process of adding new library models to their systems, improving efficiency and accuracy in code comparison operations.

Questions about the Automated Library Model Addition System: 1. How does this technology improve the process of adding library models to a knowledge base? 2. What are the key benefits of using this automated system for library model addition?

Frequently Updated Research: There may be ongoing research in the field of automated code comparison and library model management that could further enhance the capabilities of this technology.


Original Abstract Submitted

a method, system, and apparatus are disclosed for adding library models to a library knowledge base by defining a template for a library configuration file that conveys information about each library model, custom inputs and code snippets to facilitate library comparison operations, and education content for the library model, where the library configuration file template may be automatically filled by populating selected data fields in the template with information identifying the library model, scraping documentation pages to extract test cases, and then scraping test case code to extract the test case input parameters for input to an input/output matching engine to evaluate a repository of code snippets and identify a set of functionally similar code snippets for inclusion one or more data fields in the template.