Copypasta
NOTE
Perplexity AI explains Copypasta
When developers use the term "copypasta", they are typically referring to blocks of code that are copied and pasted from one part of a codebase to another, or from external sources like forums, repositories, or documentation. This practice can have significant implications for code quality and maintainability.
Impacts of Copypasta on Codebases
- Code Duplication:
- Copypasta leads to repeated code fragments across a project, which can increase the size of the codebase unnecessarily and make it harder to manage[1][2].
- Increased Maintenance Effort:
- If a bug is found in a copied block of code, developers must track down and fix every instance of it. Missing even one occurrence can introduce inconsistencies and new bugs[2].
- Technical Debt:
- Copied code often lacks proper abstraction or modularization, leading to "technical debt" where future refactoring becomes more difficult and time-consuming[1][2].
- Bug Propagation:
- Errors in the original code can propagate to all its copies, especially if the developer doesn't fully understand the copied logic or fails to adapt it correctly to the new context[1][6].
- Code Smell:
- Copypasta is often considered a "code smell," signaling poor design practices. It suggests that reusable components (e.g., functions, classes) should be created instead of duplicating code[2][5].
- Lack of Abstraction:
- Developers may miss opportunities to refactor common functionality into reusable libraries or modules, which would reduce duplication and improve maintainability[1][2].
Why Developers Use Copypasta
- Time Pressure: Tight deadlines often lead developers to prioritize speed over best practices, leaving copied code unrefactored[2].
- Lack of Knowledge: Inexperienced developers may not know how to abstract functionality or use existing tools effectively[1][2].
- Language Limitations: Some programming languages lack features that simplify abstraction, forcing developers to duplicate code[2].
- Reusing Proven Code: Experienced developers may copy well-tested snippets from trusted sources or their own libraries for efficiency[1][5].
While copying small snippets for learning or prototyping is common and acceptable, excessive copypasta without abstraction or understanding can harm long-term project health. Refactoring and creating reusable components are key strategies to mitigate its negative effects.
Sources
[1] Copy-and-paste programming - Wikipedia https://en.wikipedia.org/wiki/Copy-and-paste_programming
[2] Copy Pasta and its effects on Code Quality (a.k.a. Term Paper on ... https://m-schwarz.net/blog/2017/10/copy-pasta-and-its-effects-on-code-quality-a-k-a-term-paper-on-code-clones/
[3] Copypasta - Glossary - DevX https://www.devx.com/terms/copypasta/
[4] Code copypasta increasingly common in CS education - Ars Technica https://arstechnica.com/civis/threads/code-copypasta-increasingly-common-in-cs-education.19416/page-2
[5] Just how common is Copy Pasta code : r/softwaredevelopment https://www.reddit.com/r/softwaredevelopment/comments/11wk2xc/just_how_common_is_copy_pasta_code/
[6] Is copy & paste programming bad? [duplicate] https://softwareengineering.stackexchange.com/questions/87696/is-copy-paste-programming-bad
[7] Copypasta - Wikipedia https://en.wikipedia.org/wiki/Copypasta
[8] Don't be a copy-paste dev - Bruno Oliveira https://bruno-oliveira.github.io/techblog/Dont-be-a-copy-paste-dev/
[9] CopyPasta Language - Esolang https://esolangs.org/wiki/CopyPasta_Language