Passing function in rmarkdown parameter to render plots in html report

Question

I am passing plots generated from shiny to rmarkdown to generate html report. The trouble is wordcloud and pie chart are being accepted in params in rmarkdown document.

Question : How to pass wordcloud and pie plots in rendered html via shiny ?

abc.Rmd

title: "Report using R Markdown"
subtitle: "ABC "
author: "Author name"
output:
     prettydoc::html_pretty:
     theme: architect
params:
    wc : 'NULL'
    table: 'NULL'
    pie: 'NULL'

app.R(snippet)

rmarkdown::render(input = "report.Rmd",
                  output_file = "report.html",
                  params = list(wc=getWordcloud(),
                                table=getTab(),
                                pie=getPie()))

Note : getWordcloud(),getTab(),getPie() function are returning plots perfectly in shiny app.

values for wc,pie shows NULL in rmarkdown even when i pass plots as paramters in server side of my app — parth
– parth, Commented Apr 28, 2017 at 10:24

YCR · Accepted Answer · 2017-04-28 10:46:02Z

2

You can't have as a parameter type a function.

See here in parameter type: http://rmarkdown.rstudio.com/developer_parameterized_reports.html

All of the standard R types that can be parsed by the yaml::yaml.load function are supported including character, integer, numeric, and logical.

I strongly recommend to find a way to make your code working without the need to pass a function in the parameter. Maybe you can pass options of the function and include the function in the rmd?

But, there is ways to bypass that:

One is to use in the parameter the name of the function as a string and to use eval() to evaluate the string as code.

abc.Rmd

title: "Report using R Markdown"
subtitle: "ABC "
author: "Author name"
output:
     prettydoc::html_pretty:
     theme: architect
params:
    wc : wc_function
    table: table_function
    pie: pie_function


 eval(paste0(param$wc_function, "(", my_options_as_string, ")"))

app.R(snippet)

rmarkdown::render(input = "report.Rmd",
                  output_file = "report.html",
                  params = list(wc="getWordcloud",
                                table="getTab",
                                pie="getPie"))

Another one is to have another r script with the functions, called in the rmarkdown with source.

That way, you can pass the path of the file as a parameter and it allows you to get access to your function inside the rmarkdown (but it implies the name of the functions are fixed)

edited Apr 28, 2017 at 10:46

answered Apr 28, 2017 at 10:33

YCR

4,0623 gold badges27 silver badges30 bronze badges

Sign up to request clarification or add additional context in comments.

8 Comments

parth Over a year ago

my plots are being generated in server side of shiny app, so even if i source my file Reading objects from shinyoutput object not allowed.

YCR Over a year ago

you want to include a call to a shiny app in your rmarkdown, like in that exemple?

parth Over a year ago

actually it's vice versa, i have added download button in my shiny app which renders markdown document with my generated plots in shiny as html document

YCR Over a year ago

Why not directly include the parameters in the url, like here? That way, you can include a set of buttons in your main page to define your parameter then a redirect link to the generated rmarkdown with the parameters. It is possible to include js in your rmarkdown quite easily.

parth Over a year ago

This is a good way but as soon as i download it as html, plots display in saved html file.

|

Collectives™ on Stack Overflow

Passing function in rmarkdown parameter to render plots in html report

1 Answer 1

8 Comments

Your Answer

Linked

Hot Network Questions

Collectives™ on Stack Overflow

1 Answer 1

8 Comments

Your Answer

Sign up or log in

Post as a guest

Linked

Related