If you don’t know github a small glossary

• Repo (Repository): your own proyect
• Push: save your changes (please do as often as possible)

• Free (or paid) computing time in the three main OS (Linux, Mac, Windows)
• Excellent for Continuous Integration
  • Run tests in externally instead of locally (quality control, and tests for reproducibility)
  • Coupled with continuous deployment (Update result of model prediction or dataset)
  • Really important when working in teams (to avoid conflicting changes)
• This is how they look
• Basic YAML, in a folder called /.github/workflows

• usethis package use_github_action
• Example `usethis::use_github_action(“render-rmarkdown”)
• Other example workflows
• It is a good idea to use the renv package

• Testing our scripts to make sure they work cross platform
• Testing it so it works in the latest versions
• Automated tests to test your new packages (hopefully they look like this)
• Automated scrapping

• Schedulled actions
  • Update datasets
  • Update products (Maps, Latest publications, model predictions)
  • With crontab (min, H, day of month, day of week)
• For every push (Example with earthquakes)

git commit --no-verify -am "Stop schedulle"

• AKA computers
• Small computers
• You can use 30 at the same time
• Up to 6 hours per action (2000 free minutes per month)

• Linux (Ubuntu 16.04 to 20.04, 1 minute per minute)
• MacOS (Catalina 10.15 and Big Sur 11, 10 minutes per minute)
• Windows (Windows Servers 2016, 2019, and 2022, 2 minutes per minute)

• Need to use more time, or your own GPU
• Learn to use self-hosted Runners
• Better RAM, use GPU

• CML
• Some videos to get you inspired