Program Evaluation for Public Service

PMAP 8521 • Spring 2024
Andrew Heiss • Andrew Young School of Policy Studies • Georgia State University

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Quarto + {targets} + {renv} + {xaringan} = magic! 🪄

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How to build the site

1. Install RStudio version 2022.07.1 or later since it has a Quarto installation embedded in it. Otherwise, download and install Quarto separately.
2. Open evalsp24.Rproj to open an RStudio Project.
3. If it’s not installed already, R should try to install the {renv} package when you open the RStudio Project for the first time. If you don’t see a message about package installation, install it yourself by running install.packages("renv") in the R console.
4. Run renv::restore() in the R console to install all the required packages for this project.
5. Run targets::tar_make() in the R console to build everything.
6. 🎉 All done! 🎉 The complete website will be in a folder named _site/.

{targets} pipeline

I use the {targets} package to build this site and all its supporting files. The complete pipeline is defined in _targets.R and can be run in the R console with:

targets::tar_make()

The pipeline does several major tasks:

• Create supporting data files: The problem sets and examples I use throughout the course use many different datasets that come prepackaged in R packages, I downloaded from sources online, or that I generated myself. To make sure I and my students are using the latest, most correct datasets, the functions in R/tar_data.R save and/or generate these datasets prior to building the website.

• Compress project folders: To make it easier to distribute problem sets and in-class activities to students, I compress all the folders in the /projects/ folder so that students can download and unzip a self-contained RStudio Project as a .zip file. These targets are dynamically generated so that any new folder that is added to /projects/ will automatically be zipped up when running the pipeline.

• Render xaringan slides to HTML and PDF: Quarto supports HTML-based slideshows through reveal.js. However, I created all my slides using {xaringan}, which is based on remark.js and doesn’t work with Quarto. Since (1) I recorded all the class videos using my {xaringan} slides with a fancy template I made, and (2) I don’t want to recreate my fancy template in reveal.js yet, I want to keep using {xaringan}.

  The pipeline dynamically generates targets for all the .Rmd files in /slides/ and renders them using R Markdown rather than Quarto.

  The pipeline then uses {renderthis} to convert each set of HTML slides into PDFs.

• Build Quarto website: This project is a Quarto website, which compiles and stitches together all the .qmd files in this project based on the settings in _quarto.yml. See the Quarto website documentation for more details.

• Upload resulting _site/ folder to my remote server: Quarto places the compiled website in a folder named /_site/. The pipeline uses rsync to upload this folder to my personal remote server. This target will only run if the UPLOAD_WEBSITES environment variable is set to TRUE, and it will only work if you have an SSH key set up on my personal server, which only I do.

The complete pipeline looks like this:

(This uses mermaid.js syntax and should display as a graph on GitHub. You can also view it by pasting the code into https://mermaid.live.)

graph LR
  style Graph fill:#FFFFFF00,stroke:#000000;
  subgraph Graph
    direction LR
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    x04215792a9a4d36b(["copy_barrels_rct"]):::queued --> x41092a7251862a9e(["copy_data"]):::queued
    xbbb6d7ed9a6f640a(["copy_eitc"]):::skipped --> x41092a7251862a9e(["copy_data"]):::queued
    xf17ad1e9c3822d18(["copy_evaluation"]):::skipped --> x41092a7251862a9e(["copy_data"]):::queued
    xf812cd9b8b5444a5(["copy_food_health_politics"]):::skipped --> x41092a7251862a9e(["copy_data"]):::queued
    xd2260b533f1829cb(["copy_monthly_panel"]):::skipped --> x41092a7251862a9e(["copy_data"]):::queued
    x2a5bb41380dcc5b0(["copy_penguins"]):::skipped --> x41092a7251862a9e(["copy_data"]):::queued
    xa7f6f0c1b16f542a(["copy_plot_barrel_dag_obs"]):::skipped --> x41092a7251862a9e(["copy_data"]):::queued
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    x9c50e551b1b09085(["copy_public_housing"]):::skipped --> x41092a7251862a9e(["copy_data"]):::queued
    x0897796b858a5b3d(["copy_wage"]):::skipped --> x41092a7251862a9e(["copy_data"]):::queued
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  end

Fonts and colors

The fonts used throughout the site are Fira Sans Condensed (for headings and titles) and Barlow (for everything else).

The colors for the site and hex logo come from a palette of 8 colors generated from the viridis inferno color map:

viridisLite::viridis(8, option = "inferno", begin = 0.1, end = 0.9)

Licenses

Text and figures: All prose and images are licensed under Creative Commons (CC-BY-NC 4.0)

Code: All code is licensed under the MIT License.