{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/viash-from-scripts-to-pipelines","title":"Viash: from scripts to pipelines","arxiv_id":"2110.11494","date":"2021-10-21","proceeding":null,"authors":["Robrecht Cannoodt","Hendrik Cannoodt","Eric Van de Kerckhove","Andy Boschmans","Dries De Maeyer","Toni Verbeiren"],"abstract":"Most bioinformatics pipelines consist of software components that are tightly coupled to the logic of the pipeline itself. This limits reusability of the individual components in the pipeline or introduces maintenance overhead when they need to be reimplemented in multiple pipelines. We introduce Viash, a tool for speeding up development of robust pipelines through \"code-first\" prototyping, separation of concerns and code generation of modular pipeline components. By decoupling the component functionality from the pipeline logic, component functionality becomes fully pipeline-agnostic, and conversely the resulting pipelines are agnostic towards specific component requirements. This separation of concerns improves reusability of components and facilitates multidisciplinar and pan-organisational collaborations. It has been applied in a variety of projects, from proof-of-concept pipelines to supporting an international data science competition. Viash is available as an open-source project at https://github.com/viash-io/viash and documentation is available at https://viash.io.","url_abs":"https://arxiv.org/abs/2110.11494v1","url_pdf":"https://arxiv.org/pdf/2110.11494v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"links_only","authors_date_abstract":"arXiv metadata, CC0 1.0 (https://info.arxiv.org/help/license), from the Kaggle arXiv metadata snapshot of 2026-09-12"},"code_links":[{"paper_slug":"viash-from-scripts-to-pipelines","repo_url":"https://github.com/viash-io/viash","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}