The peeky package helps you extract, examine, and run the source code from Shiny applications that have been converted to run in the browser using Shinylive. It works with both standalone applications and Quarto documents containing Shinylive components through the quarto-shinylive extension, supporting both R and Python Shiny applications.
About Shinylive
Shinylive converts existing Shiny applications to run entirely in the web browser using WebAssembly versions of R (webR) and Python (Pyodide), eliminating the need for a computational server. This means all application files are accessible to users by design as they are downloaded to the user’s browser when the application is loaded.
The Shinylive ecosystem consists of four main components:
- Shinylive Web Assets: posit-dev/shinylive
- R Shiny App Converter Package: posit-dev/r-shinylive
- Python Shiny App Convert Package: posit-dev/py-shinylive
- Shinylive Quarto Extension: quarto-ext/shinylive
There Are No Secrets in Shinylive
The peeky package was developed to demonstrate a fundamental truth about Shinylive applications stressed by its developers: “There are no secrets.”
Unlike traditional Shiny applications where server-side code remains private, Shinylive apps run entirely in the web browser, making all associated files accessible to users. This includes the source code, data, and any other files used by the application. As a result, Shinylive applications are transparent by design.
This package was developed as part of ongoing discussions in STATS 290 about Shiny application security, transparency, and deployment options. It serves as a practical demonstration of the differences between traditional server-side applications and modern browser-based alternatives.
Installation
You can install the development version of peeky from GitHub with:
# install.packages("remotes")
remotes::install_github("coatless-rpkg/peeky")Usage
To use the package, load it into your R session:
Inside the package, there are three main functions:
| Function | Description |
|---|---|
peek_shinylive_app() |
Universal function that handles both standalone apps and Quarto docs |
peek_standalone_shinylive_app() |
Specifically for standalone Shinylive applications |
peek_quarto_shinylive_app() |
Specifically for Quarto documents with Shinylive components |
Extracting Shinylive Applications
We suggest using the peek_shinylive_app() function as it can handle both standalone Shinylive applications and Quarto documents with Shinylive components. For instance, if we take the main Shinylive extension website, we get:
peeky::peek_shinylive_app("https://quarto-ext.github.io/shinylive/")
#>
#> ── Shinylive Applications ──────────────────────────────────────────────────────
#>
#> ── Shiny for Python Applications ──
#>
#> Run in Terminal:
#> shiny run --reload --launch-browser "/Users/ronin/Documents/GitHub/r-pkg/peeky/converted_shiny_app/app_1/app.py"
#> shiny run --reload --launch-browser "/Users/ronin/Documents/GitHub/r-pkg/peeky/converted_shiny_app/app_2/app.py"
#> shiny run --reload --launch-browser "/Users/ronin/Documents/GitHub/r-pkg/peeky/converted_shiny_app/app_3/app.py"
#> shiny run --reload --launch-browser "/Users/ronin/Documents/GitHub/r-pkg/peeky/converted_shiny_app/app_4/app.py"This would be equivalent to if we ran the following:
peeky::peek_quarto_shinylive_app("https://quarto-ext.github.io/shinylive/")By default, the extracted files will be placed in the current working directory under the converted_shiny_apps directory. Each application will be placed in a subdirectory named app_1, app_2, etc. If we want to specify a different output directory, we can do so by providing the output_path argument. We can also specify the output format as quarto to extract the files into a single Quarto document.
# Extract the Shinylive application into a different directory
peeky::peek_quarto_shinylive_app("https://quarto-ext.github.io/shinylive/", output_format = "quarto")
#>
#> ── Quarto Document with Shinylive Applications ─────────────────────────────────
#>
#> ── Setup and Preview Steps ──
#>
#> Step 1: Install the Shinylive extension:
#> quarto add quarto-ext/shinylive
#>
#> Step 2: Preview the document:
#> quarto preview "converted_shiny_apps.qmd"
#>
#> ── Contents ──
#>
#> • R applications: 0
#> • Python applications: 4We can switch to the peek_standalone_shinylive_app() function if we know that the URL is a standalone Shinylive application. For example, if we take the example application used in the conversion tutorial from an app.R to an R Shinylive app on GitHub, we get:
peeky::peek_standalone_shinylive_app("https://tutorials.thecoatlessprofessor.com/convert-shiny-app-r-shinylive/")
#>
#> ── Standalone Shinylive Application ────────────────────────────────────────────
#> Type: R Shiny
#> Run in R:
#> shiny::runApp("/Users/ronin/Documents/GitHub/r-pkg/peeky/converted_shiny_app")
#>
#> ── Contents ──
#>
#> .md files:
#> • README.md
#> .R files:
#> • app.R
#>
#> Total files: 2
#>
#> Location: '/Users/ronin/Documents/GitHub/r-pkg/peeky/converted_shiny_app'Evolution
This package represents a more refined and comprehensive approach compared to our earlier tutorial that focused solely on standalone R Shinylive applications.