How texor convert Sweave to R Markdown
Yinxiang Huang
2024-07-12
Source:vignettes/How-texor-convert-Sweave-to-R-Markdown.Rmd
How-texor-convert-Sweave-to-R-Markdown.Rmd
Abstract
Many of the early R packages used Sweave to write vigneettes, which will be shown to users as pdf format on CRAN. However, as time goes on, R Markdown, a lightweight markup language, has begun to gradually replace Sweave and better present content on CRAN in the form of HTML.
In order to help many R package developers who haven’t used R Markdown or don’t have time to do the format conversion manually to migrate from Sweave to R Markdown, texor helps people automate this conversion process.
Introduction
As we know, Sweave is a tool that allows to embed R code into LaTeX, while R Markdown is a lightweight markup language that allows to embed R code into Markdown. The main difference between them is that R Markdown is easier to use and more flexible than Sweave. For example, R Markdown can be converted to many formats, such as HTML, PDF, and Word, while Sweave can only be converted to PDF.
In order to help R users, especially many R package developers who
haven’t used R Markdown or don’t have time to do the format conversion
manually to migrate from Sweave to R Markdown, texor
helps
people automate this conversion process.
The most challenging part of the conversion is non-existent syntax
may require consideration of elegant alternatives. For example,
\SweaveOpts{concordance=TRUE}
in Sweave is not supported in
R Markdown. In this case, we need to find a way to replace it with a
suitable alternative in R Markdown. First, we convert this command to a
code chunk in R Markdown, and then we add the
knitr::opts_chunk$set(concordance=TRUE)
command to the code
chunk to achieve the same effect.
How does texor::rnw_to_rmd
work?
The texor::rnw_to_rmd
function is used to convert a
Sweave file to an R Markdown file. The function takes a file path as
input and returns a logic value indicating whether the conversion is
successful.
The conversion process is as follows:
Read the Sweave file and convert it to knitr format. knitr is almost the same as Sweave, but it is more powerful and flexible. The conversion is done by function
knitr::Sweave2knitr
[1].Read the knitr file and separate the R code and LaTeX content. The R code is stored in code chunks, and the LaTeX content is converted to markdown text. The code chunks’ position information is handled by a placeholder in LaTeX content.
Write the R Markdown file. Combine the R code and markdown text and write them to the R Markdown file.
Add yaml front matter to the R Markdown file. The yaml front matter contains metadata such as the title, author, and date of the R Markdown file.
Add a reference section to the R Markdown file. The reference section contains the references used in the R Markdown file. All references are stored in a separate file (.bib) using R package
rebib
.
Example
Here is an example of how to use texor::rnw_to_rmd
to
convert a Sweave file to an R Markdown file.
library(texor)
article_dir <- system.file("examples/sweave_article", package = "texor")
dir.create(your_article_folder <- file.path(tempdir(), "tempdir"))
x <- file.copy(from = article_dir, to = your_article_folder,recursive = TRUE)
your_article_path <- paste(your_article_folder, "sweave_article", "example.Rnw",sep="/")
your_article_path <- xfun::normalize_path(your_article_path)
texor::rnw_to_rmd(your_article_path,
front_matter_type = "vignettes",
clean_up = TRUE,
autonumber_eq = FALSE)
unlink(your_article_folder, recursive = TRUE)
Notice that you can manually check the R Markdown file in the tempdir before executing unlink function. And try to knit it into HTML format to see if it works. Furthermore, you can compile the original Sweave file into PDF format to compare the results.
Discussion
Although texor::rnw_to_rmd
can convert most Sweave files
to R Markdown files, there are still some limitations.
First, The conversion of complex LaTeX commands may not be perfect especially when using rare macros. In this case, we need to manually modify the R Markdown file to achieve the desired effect.
It should be noted that the syntax of R Markdown is far simpler than
LaTeX’s, so it is normal for complex renderings in LaTeX not to show up
in R Markdown. texor
will first try to convert it to a
simpler syntax to be as similar as possible to the original article.
Another problem is that the R code chunk may influence the rendering of the LaTeX content, or give some LaTeX style output. In this case, it’s impossible to reproduce the same effect in R Markdown.
Some R code chunks may output image, so how to numbering the image is
a problem. To solve this problem, texor
compile the Sweave
file to LaTeX and extract the image number, then add the image number to
the R Markdown file. However, this method may cause long waiting time on
compiling, so we decided to make it optional.
In conclusion, texor
is a useful tool for converting
Sweave files to R Markdown files, but it may not be perfect. Users
should understand the issues that could arise in converting a complex
system to a simpler one and choose appropriate documents for the
conversion.