Template Reverse Engineering for Code Generation
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Solution Overview
Problem
Developing templates for code generators in Model-Driven Software Development is a time-consuming and error-prone process, as current tools lack support for the language of the generated code, leading to erroneous or insufficient output that requires manual revision.
Innovation Solution
A computer-implemented method and system for template reverse engineering, where modifications made to generated code are automatically propagated back into the templates, allowing for efficient reflection of changes without requiring manual rewriting of templates.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Manufacturing precision
If templates are manually developed and revised for code generation, then code can be generated according to specifications, but the process is time-consuming and error-prone
Solution Approach 1:
Instead of manually creating templates and hoping they generate correct code, the system inverts the process by automatically generating templates from existing correct code. The code-to-template processor analyzes generated code and reverse-engineers the template logic, creating accurate templates automatically rather than through manual development.
Solution Approach 2:
The template development process becomes self-service through automatic template generation. The system uses the code-to-template processor to automatically create and update templates based on actual generated code, eliminating the need for manual template revision and reducing human intervention in the template development cycle.
2Reliability
If templates are manually revised to fix erroneous generated code, then code quality improves, but productivity decreases due to repeated manual intervention
Solution Approach 1:
The system implements feedback by having the code-to-template processor continuously analyze generated code and automatically update templates based on findings. When code quality issues are detected, the system feeds this information back to automatically revise templates, creating a closed-loop system that continuously improves code quality without manual intervention.
Solution Approach 2:
The code-to-template processor acts as an intermediary between the code generator and templates. Instead of developers directly revising templates, the intermediary processor automatically analyzes code output and generates template revisions, mediating the improvement process and eliminating direct manual template editing.
3Ease of operation
If current template editors are used, then template language support is provided, but support for the generated code language is lacking, leading to errors
Solution Approach 1:
The system replaces the mechanical manual template editing process with an automated code analysis system. Instead of developers manually editing templates using basic editors without code language support, the code-to-template processor automatically analyzes the generated code language and reverse-engineers appropriate template structures, substituting human effort with automated intelligent processing.
Data Source
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AI summary
Embodiments of the present invention include systems and methods for template reverse engineering. In one embodiment, the present invention includes a computer-implemented method modifying templates in a code generation process comprising receiving a template for generating code, receiving a model for generating code, processing the template and the model in a code generator, and in accordance therewith, generating code based on the model and the template, receiving a modification to the generated code, and in accordance therewith, producing modified code, and automatically changing the template based on the modified code to produce a modified template, wherein processing the modified template and the model in the code generator automatically generates said modified code.