问题描述
我想知道是否有一种简单的方法可以在knitr
中生成带有可变标题的一堆表或图形.我知道的唯一方法是:(从 https:简化为: //github.com/yihui/knitr-examples/blob/master/075-knit-expand.Rnw ).但是,将输出收集到src
中然后在循环之后打印它是一件很麻烦的事情,因为我想编写一个函数来从任意数据集中产生这样的循环.
I am wondering if there is an easy way to produce a bunch of tables or graphics with variable captions in knitr
. The only way I know is this: (simplified from https://github.com/yihui/knitr-examples/blob/master/075-knit-expand.Rnw). But it is a drag to collect the output into src
and then print it after the loop, because I want to write a function to produce such a loop from an arbitrary dataset.
\documentclass{article}
\title{Using knit\_expand() for templates}
\author{Yihui Xie}
\begin{document}
\maketitle
\tableofcontents
<<lm-mtcars, tidy.opts=list(width.cutoff=55)>>=
# the template
tpl = c("\\subsection{Regression on {{xvar}}}",
"<<lm-{{xvar}}>>=",
"lm(mpg~{{xvar}}, data=mtcars)",
"@")
# expand to knitr source and pass to knit()
src = lapply(names(mtcars)[-1], function(xvar) {knit_expand(text = tpl)})
@
\Sexpr{knit(text = unlist(src))}
\end{document}
所以我想做的是这样的:
So what I want to be able to do instead is something like this:
\documentclass{article}
\title{Using knit\_expand() for templates}
\author{Yihui Xie}
\begin{document}
\maketitle
\tableofcontents
<<lm, tidy.opts=list(width.cutoff=55)>>=
myLfFun=function(dataset){
... some function definition which produces say an lm for each variable in dataset ...
}
@
\Sexpr{myLfFun(Titanic}
...
\Sexpr{myLfFun(mtcars}
... etc
\end{document}
...如果我在上面运行brew()会产生...
... Which if I ran brew() on it would produce ...
\documentclass{article}
\title{Brew + knitR}
\author{Ramnath Vaidyanathan}
\begin{document}
\maketitle
\tableofcontents
<<lm-cyl >>=
lm(mpg ~ cyl, data = mtcars)
@
<<lm-disp >>=
lm(mpg ~ disp, data = mtcars)
@
<<lm-hp >>=
lm(mpg ~ hp, data = mtcars)
@
<<lm-drat >>=
lm(mpg ~ drat, data = mtcars)
@
<<lm-wt >>=
lm(mpg ~ wt, data = mtcars)
@
<<lm-qsec >>=
lm(mpg ~ qsec, data = mtcars)
@
<<lm-vs >>=
lm(mpg ~ vs, data = mtcars)
@
<<lm-am >>=
lm(mpg ~ am, data = mtcars)
@
<<lm-gear >>=
lm(mpg ~ gear, data = mtcars)
@
<<lm-carb >>=
lm(mpg ~ carb, data = mtcars)
@
((... same for Titanic database ...))
\end{document}
...,然后我可以输出knit2pdf()的输出.因此,如果该模板名为tmpl.Rnw,我将运行brew('tmpl.Rnw','doc.Rnw'); knit2pdf('doc.Rnw)
... and the output of the this I could then knit2pdf(). So if the template were called tmpl.Rnw, I would run brew('tmpl.Rnw','doc.Rnw');knit2pdf('doc.Rnw)
推荐答案
我更喜欢使用专用的模板库(例如whisker
和brew
)来实现您想要的功能,因为尝试使用R函数恕我直言编写乳胶代码很丑陋.模板文件如下所示,名为tpl.Rnw
.您可以通过运行以下命令将其转换为pdf.您可以轻松编写一个函数来封装此逻辑,从而使用knitr将啤酒模板转换为pdf.
I prefer to use dedicated templating libraries like whisker
and brew
to achieve what you are seeking, since trying to write latex code using an R function IMHO is plain ugly. The template file is shown below and named tpl.Rnw
. You can turn it into a pdf by running the following commands. You can easily writeup a function to encapsulates this logic that transforms brew templates into pdf using knitr.
brew('tpl.Rnw', 'doc.Rnw')
knit2pdf('doc.Rnw')
模板文件tpl.Rnw
\documentclass{article}
\title{Brew + knitR}
\author{Ramnath Vaidyanathan}
\begin{document}
\maketitle
\tableofcontents
<% for (xvar in names(mtcars)[-1]) { %>
\subsection{Regression on <%= xvar %>}
<<lm-<%= xvar %> >>=
lm(mpg ~ <%= xvar %>, data = mtcars)
@
<% } %>
\end{document}
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