StackPilot: Contrasting Code Snippets from Stack Overflow and GitHub Copilot

Copy-paste programming via Stack Overflow and code generation via GitHub Copilot both define a query/prompt-based programming model. To enable systematic comparison of code copied from Stack Overflow and code generated by GitHub Copilot, we provide a dataset of 30,746 code snippets that Stack Overflow and GitHub Copilot produced in response to the same 2,636 queries/prompts.

通过栈溢出（Stack Overflow）实现的复制粘贴式编程，与借助GitHub Copilot完成的代码生成，二者均属于基于查询/提示的编程范式。为实现从栈溢出复制的代码与GitHub Copilot生成代码的系统性对比，我们构建了包含30746个代码片段的数据集，这些片段均由栈溢出与GitHub Copilot针对2636个相同的查询/提示生成。