Skip to contents

fusen

{fusen} inflates a Rmarkdown file to magically create a package.

If you know how to create a Rmarkdown file, then you know how to build a package.

Fill the flat Rmd (or qmd) template with everything in one place and {fusen} will inflate the identified parts in the correct package files and directories.

The {fusen} Rmarkdown template encourages users to fill their documentation and tests at the same time of writing their functions code. Thanks to the R package structure used by {fusen}, you can build a robust workflow or R package. {fusen} simplifies and reduces the number of steps towards a full R package.
After that, your {pkgdown} documentation website is one command away to be shared with all your users.

This {fusen} package is a real-world example of {fusen} use as it is itself created from the flat templates available in "dev/" folder in its GitHub repository. You can have a look at its architecture in the Readme of the “dev” directory.

Installation

You can install the released CRAN version:

Full documentation for the CRAN version is here: https://thinkr-open.github.io/fusen/

You can install the development version of {fusen} from r-universe or GitHub:

# From r-universe.dev (No need for GITHUB_PAT)
install.packages("fusen", repos = c("https://thinkr-open.r-universe.dev", "https://cloud.r-project.org"))

# Or with {pak} using GitHub API - Need for GITHUB_PAT
# install.packages("pak")
pak::pak("ThinkR-open/fusen")

Full documentation for the development version is here: https://thinkr-open.github.io/fusen/dev/

You are one Rmd away from building a package!

{fusen} is all about correctly separating and naming chunks.

  • Create a new directory / new project with
    • RStudio template: File > New Project > New directory > Package using {fusen}
  • Choose the template
    • Choose the template teaching the first time to see how {fusen} works,
    • Choose the template full the second time to answer most of your questions
    • Or command line: create_fusen("path/to/new/project", template = "teaching")
  • Open the “dev/flat_teaching.Rmd” to start setting up the package
  • In this flat Rmd template, run the first chunks named description asking to describe your package and license it
    • They look like these lines of code:
fill_description(fields = list(Title = "My Awesome Package"))
usethis::use_mit_license("John Doe")
  • Write your analysis and functionalities following the Rmd template
    • You probably develop them with a few examples and tests
    • For the first time, you can let the code as is, this is already the content for a working package
  • Run the following code to transform the flat Rmd as an inflated package
    • This will open the vignette created
fusen::inflate(
  flat_file = "dev/flat_teaching.Rmd",
  vignette_name = "Get started",
  check = TRUE
)
  • Share it on a website on GitHub

That’s it! You built a package! A documented and tested package!
You even have a website for it!

Let’s test it now:

  • Install your package locally
remotes::install_local()
  • Restart your R session to clean environment
    • You can restart your RStudio session to let appear the “Build” tab panel
  • Test functions of your package
my.package::my_median(1:12)

Description of the Rmd template

As I said earlier, this is all about using the correct split and name for your chunks.

  • Follow the "dev/flat_template.Rmd" template to write your documentation and build your functions and test your examples.
    • Chunk named function gets the code of a function
    • Chunk named example gets the code for examples of using the function. This will be used for function @examples and will be kept for the vignette.
      • As chunk names should be unique in the future vignette, you can add function names like example-myfunction, example-myotherfunction, …
    • Chunk named tests gets the code for unit testing
    • Chunk named development gets the code for development purposes, usually only used once like {usethis} functions
  • Inflate the flat Rmd template to transform it as a package with functions, unit tests and the current Rmd transformed as a vignette. And check.

Note that the "flat*.Rmd" files created with templates full and teaching are indeed working examples that can directly be inflated.

You can also have a look at {squirrels.fusen} that has been built to present the method. Follow the commits: https://github.com/statnmap/squirrels.fusen/commits/main

How to maintain a {fusen}? Can I use {fusen} with old-way packages?

There is a dedicated vignette to answer this: https://thinkr-open.github.io/fusen/articles/Maintain-packages-with-fusen.html

  • Option 1: After a first inflate of your flat file, you can continue developing in the “flat_template.Rmd” file, and then inflate it using fusen::inflate_all()
  • Option 2: After you’re done with inflating, you can decide to deprecate your flat file with fusen::deprecate_flat_file() and develop in the package files directly, as for any other R package. ‘fusen’ has no impact on the structure of a classical package once inflated.

Advice: Use git as soon as possible, this will avoid losing your work if you made some modifications in the wrong place

Advice: Show the package structure with fusen::draw_package_structure() in a “dev/Readme.md” file to help developers

Who is {fusen} for?

If you mind about documentation for your users and tests for your maintainers, {fusen} is for you. Start writing documentation and tests while you conceive your functionalities, so that there are directly available for your users and maintainers.

Indeed, when you write a Rmarkdown file (or a vignette), you create a documentation for your analysis (or package). When you write some functions, you check your functions with examples and you maybe write some unit tests to verify the outputs. This is even more true if you follow this guide : ‘Rmd first’: When development starts with documentation Write them all in the same file while you explore the possibilities and let {fusen} store them in the right place for you!

{fusen} was first addressed to people who never wrote a package before and know how to write a Rmarkdown file. Understanding package infrastructure and correctly settling it can be frightening. This package may help them do the first step!

{fusen} is also addressed to more advanced developers who care about their users and the sustainability of their products, and are fed up with switching between R files, tests files, vignettes while they prototype their functions. In particular, when changing arguments of a function, we need to change examples, unit tests in multiple places. Here, you can do it in one place. No risk to forget one. Think also about code review: everything related to one function is at the same place.

Q&A : All tips and tricks of a {fusen} template

  • Can I be lazy in names used?
  • Can I knit the content of the flat template ?
  • How to declare packages with library() for the future vignette ?
  • How to include examples that cannot be run ?
  • Document your internal datasets in a function chunk as usual
  • How to ignore some chunks ?
  • How to create a vignette with different title and Index Entry?
  • How not to create a vignette ?
  • How to get a pre-filled template for a specific function name ?
  • How to inflate multiple flat files ?
  • How to store multiple functions in a unique R file ?
  • How to read dataset that I usually put in “tests/testthat/” for my unit tests?
  • Can I load all functions of the current flat file during development without having to inflate()?
  • Can I inflate a Quarto qmd file?
  • Can I use {fusen} with {golem}?
  • How can I know if R files were created from a flat or not ?

=> See vignette Tips and Tricks: https://thinkr-open.github.io/fusen/articles/tips-and-tricks.html

Why is this package named {fusen} ?

A fusen is an origami. It is a flat piece of paper that you fold in a specific way so that at the end, you can magically inflate it to let a nice box appear.

Similarly, the {fusen} package uses a flat Rmd template, that you fill in a specific way so that at the end, you can magically inflate() it to let a nice package appear.

Click here to fold your {fusen}…

Contributing

‘fusen’ is partially built using ‘fusen’ itself.
If you’re not sure on how to contribute using ‘fusen’, you can contribute as for any other package: a package made with the help of ‘fusen’ does have exactly the same structure as a classical package.
Knowing that, if you want to contribute to ‘fusen’, you can follow the instructions in the CONTRIBUTING.md file.

Acknowledgments

Code of Conduct

Please note that the {fusen} project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.