Compiler Error Correction via Automatic Source Modification
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Solution Overview
Problem
Current compilers halt the compilation process upon detecting errors, requiring users to manually identify and fix issues, which is time-consuming and frustrating, especially since minor errors can cause significant delays.
Innovation Solution
Incorporating an error corrector module and an optimization adjustment module into the compiler driver to automatically correct user errors and internal compiler errors by modifying the source file and adjusting optimization levels, allowing for iterative correction processes without user intervention.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If the compiler halts the compilation process upon detecting errors, then the reliability of error detection is improved, but the productivity and user time are worsened due to manual intervention requirements
Solution Approach 1:
The compiler system performs self-service by automatically detecting errors and generating correction suggestions without requiring user intervention. The error corrector module autonomously analyzes error messages, queries the correction database, and modifies source code, enabling the system to service itself rather than relying on external user action.
Solution Approach 2:
The system performs preliminary action by pre-populating a database with known error patterns and their corrections before compilation occurs. When errors are detected during compilation, the system can immediately query this pre-prepared database for corrections, eliminating the need for users to manually research and fix errors.
2Ease of operation
If the compiler automatically corrects errors by modifying source files, then the ease of operation is improved, but the manufacturing precision of the original source code is worsened due to automatic modifications
Solution Approach 1:
The system implements feedback by presenting multiple correction suggestions to the user and allowing selection of the appropriate correction. The error corrector module queries the database for possible corrections, presents them to the user, and only applies the selected correction, ensuring user oversight maintains source code precision while still improving ease of operation.
Solution Approach 2:
The error correction database serves as an intermediary between the error detection process and source code modification. Rather than directly modifying source code based on automated detection, the system uses the database as a mediator to provide verified correction suggestions that can be reviewed and selected by the user.
3Productivity
If the compiler uses aggressive optimization processes, then the productivity of code generation is improved, but the reliability of compilation is worsened due to internal compiler errors
Solution Approach 1:
The system applies dynamics by making optimization levels adjustable and adaptable. Instead of using fixed aggressive optimization, the compiler can dynamically adjust optimization intensity based on the specific source code being compiled and errors encountered, allowing the system to maintain high productivity while avoiding the reliability issues caused by overly aggressive optimization.
Solution Approach 2:
The system uses parameter changes by modifying optimization level parameters when internal errors occur. The error corrector module can adjust optimization parameters downward to resolve compilation failures while maintaining the overall compilation process, thereby preserving productivity while improving reliability through parameter adaptation.
Data Source
AI summary
A compilation method is provided for automated user error correction. The method includes using a compiler driver run by a processor to receive a source file for compilation. With a compiler component invoked by the compiler driver, the method includes identifying an error in the source file such as a linking problem or syntax error in the user's program. The method includes receiving with the compiler driver an error message corresponding to the identified error. With an error corrector module run by the processor, the method includes processing the error message to determine an error correction for the identified error in the source file. The compiler driver modifies the source file based on the error correction and compiles the modified source file with the compiler component.