DVC Pipeline Demo

Purpose

This repo contains a functional example of a DVC pipeline for R-users.

Pre-requisites

Git
DVC
Base R
R-Packages:

• tidyverse
• lubridate
• janitor
• here
• rmarkdown RStudio (recommended)

The Magic of Reproducible Pipelines

To experience the wonder of incorporating reproducible pipelines into your projects,

1. Open RStudio
2. Open a Terminal (Note: I use a Git Bash terminal within RStudio)
3. Copy the code chunk below:

# Clone this repo
# Using SSH
git clone [email protected]:GavinMasterson/dvc-pipeline-demo.git

# Or using HTTPS
git clone https://github.com/GavinMasterson/dvc-pipeline-demo.git

# Switch to the new directory
cd dvc-pipeline-demo

# Run the pipeline
dvc repro

4. Paste it into your terminal. (You may need to hit 'Enter')
5. Watch the pipeline execute.

But...How?

The detailed explanation of how this pipeline works can be found in this blog post