AnVILMEDFORD: Documenting Cloud-Based Analysis Projects Using the MEDFORD Metadata Language

This paper introduces AnVILMEDFORD, an R package that aims to enable MEDFORD metadata annotation from within the cloud based AnVIL platform for computational analysis. AnVILMEDFORD helps solve the problem of documentation within the AnVIL environment by providing bidirectional tools that both allow a user to generate MEDFORD documentation from a workspace, and also allow a user to update an AnVIL workspace starting with a MEDFORD meta-data file. AnVILMEDFORD accomplishes this by leveraging the Bioconductor AnVIL package and the AnVIL API to download and process AnVIL metadata, Tree-sitter-medford module along with the AnVIL API to update the workspace in the cloud. An implementation is available at https://github.com/bjstubbs/AnVILMEDFORD

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Published
2024-12-15
DOI
https://doi.org/10.1109/bigdata62323.2024.10825145
Primary Topic
Scientific Computing and Data Management
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article
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article

AnVILMEDFORD: Documenting Cloud-Based Analysis Projects Using the MEDFORD Metadata Language

Michael W. Sayers, Polina Shpilker, Shaun Wallace, Noah M. Daniels et al.
Scientific Computing and Data Management
article

AnVILMEDFORD: Documenting Cloud-Based Analysis Projects Using the MEDFORD Metadata Language

Michael W. Sayers, Polina Shpilker, Shaun Wallace, Noah M. Daniels, Alva Couch, Benjamin J. Stubbs
article en

Abstract

This paper introduces AnVILMEDFORD, an R package that aims to enable MEDFORD metadata annotation from within the cloud based AnVIL platform for computational analysis. AnVILMEDFORD helps solve the problem of documentation within the AnVIL environment by providing bidirectional tools that both allow a user to generate MEDFORD documentation from a workspace, and also allow a user to update an AnVIL workspace starting with a MEDFORD meta-data file. AnVILMEDFORD accomplishes this by leveraging the Bioconductor AnVIL package and the AnVIL API to download and process AnVIL metadata, Tree-sitter-medford module along with the AnVIL API to update the workspace in the cloud. An implementation is available at https://github.com/bjstubbs/AnVILMEDFORD

Tufts University (US), The King's College (US), University of Rhode Island (US)
Industry, innovation and infrastructure
Openalex Percentile: Top 69%
Scientific Computing and Data Management
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AnVILMEDFORD: Documenting Cloud-Based Analysis Projects Using the MEDFORD Metadata Language — Michael W. Sayers, Polina Shpilker, et al. · (2024) | TGRS Research Map | TGRS