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Include data examples in developing R packages
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I'm in the process of creating a package in R and I also want to include an R Markdown file. This RMarkdown template contains functions from my package, and is rendered to an html document via knitr.
The goal is to regularly run a function (via a cronjob) that renders the RMarkdown file in order to produce weekly reports.
How is it possible to add such files to an R package (like a .Rmd) and reference the .Rmd when making a function call to render said template?
When you are creating an R package, you will have a directory tree containing the following (among others) in the root directory of the package: DESCRIPTION
, NAMESPACE
, and the R/
directory. If you also have an inst/
directory, then everything within that directory is copied verbatim to within your package directory, excluding the inst/
.
For instance, if your package directory looks like this:
+- DESCRIPTION
+- NAMESPACE
+- inst/
| \- rmd/
| \- file.Rmd
\- R/
+- file1.R
+- file2.R
\- file3.R
Then when you build the package and install it, you'll find in the following in your package library:
+- DESCRIPTION
+- INDEX
+- NAMESPACE
+- rmd/
| \- file.Rmd
\- R/
+- packagename
+- packagename.rdb
\- packagename.rdx
(Other files/directories are created during the process, I'm ignoring them for simplicity.)
The last piece of information you need to know is "how do I access this file once it is installed?" Since some systems install the R library in different directories, and on top of that users often install packages within a personal R library, you cannot know a priori where to look Enter system.file
:
system.file("rmd", "file.Rmd", package = "packagename")
## [1] "c:/R/R-3.1.3/library/packagename/rmd/file.Rmd"
This can be used for the whole Rmd file. I use it for company-specific templates for Rmd-rendered documents. That is, I look for "include" files to personalize the LaTeX so that the rendered PDF has headers/footers and is styled the way we want. This step requires writing a function that replaces the pdf_document
(for example) in the Rmd YAML header, but that's covered well at rmarkdown.rstudio.com.