Science Score: 49.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 4 DOI reference(s) in README
  • Academic publication links
    Links to: zenodo.org
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (12.1%) to scientific vocabulary
Last synced: 6 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: KristinaRiemer
  • License: mit
  • Language: R
  • Default Branch: main
  • Size: 187 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed over 1 year ago
Metadata Files
Readme License Citation

README.md

GitHub Actions For Scientific Data Workflows

Project Status: Active – The project has reached a stable, usable
state and is being actively
developed. DOI <!-- badges: end -->

This repository contains some example uses of GitHub Actions for automating scientific data workflows. It is inspired heavily by a workshop given at US-RSE 2024 by @valentina-s, @gbrencher, and @scottyhq. Their book and repository contain additional examples that are more python focused and maybe more advanced, while the examples in this repository are more R focused and will be used in a shorter format workshop at the University of Arizona.

Using this repository

This is a template repository, so you can make a copy of it by clicking the green “use this template” button.

Once you’ve successfully created a repository in your own GitHub username or organization, you can navigate to the “Actions” tab where you’ll find workflows numbered roughly in order of complexity. The .yaml files defining the workflows have them all set to be triggered on workflow_dispatch so you can run them by selecting a workflow and clicking the “Run workflow” button.

The .yaml files defining the workflows are in .github/workflows. R code run by some of these workflows is in the R/ folder. Reports rendered by some of the actions include the source for this document, README.qmd , and docs/report.qmd.

Example data

The example data in data/heliconia_sample.csv is modified from Bruna et al. (2023). Data validation was run on this dataset using GitHub Actions in this repo: https://github.com/BrunaLab/HeliconiaSurveys.

References

Bruna, Emilio M., María Uriarte, Maria Rosa Darrigo, Paulo Rubim, Cristiane F. Jurinitz, Eric R. Scott, Osmaildo Ferreira da Silva, and John W. Kress. 2023. “Demography of the Understory Herb *Heliconia Acuminata* (Heliconiaceae) in an Experimentally Fragmented Tropical Landscape.” *Ecology* 104 (12). .


Report

One example workflow involves re-rendering this README to include some updated histograms of the example dataset in data/heliconia_sample.csv

Owner

  • Name: Kristina Riemer
  • Login: KristinaRiemer
  • Kind: user
  • Location: St Petersburg, FL
  • Company: University of Arizona

GitHub Events

Total
  • Push event: 3
  • Create event: 2
Last Year
  • Push event: 3
  • Create event: 2

Dependencies

.github/workflows/hello_world.yaml actions
  • actions/checkout v4 composite
  • r-lib/actions/setup-r v2 composite
.github/workflows/matrix.yaml actions
  • actions/checkout v4 composite
  • actions/download-artifact v4 composite
  • actions/upload-artifact v4 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-renv v2 composite
.github/workflows/render_readme.yaml actions
  • actions/checkout v4 composite
  • quarto-dev/quarto-actions/render v2 composite
  • quarto-dev/quarto-actions/setup v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-renv v2 composite
  • stefanzweifel/git-auto-commit-action v5 composite
.github/workflows/testthat.yaml actions
  • actions/checkout v4 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-renv v2 composite
.github/workflows/validate.yaml actions
  • actions/checkout v4 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-renv v2 composite
.github/workflows/validation_report.yaml actions
  • actions/checkout v4 composite
  • quarto-dev/quarto-actions/publish v2 composite
  • quarto-dev/quarto-actions/setup v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-renv v2 composite