How to add table of contents in rmarkdown html Shiny app - html

Based on this link I tried to include a table of contents in an HTML rmarkdown output. This works fine if I just knit it in RStudio, but when I try the same in Shiny, the table of contents doesn't show up. Am I doing something wrong or is this simply not possible? I also tried some custom css but that also doesn't seem to work. I need this because my users need to set some inputs and download an interactive document themselves with a toc. Please find an example below.
server.r
library(shiny)
library(rmarkdown)
library(htmltools)
library(knitr)
shinyServer(function(input, output) {
output$distPlot <- renderPlot({
# generate bins based on input$bins from ui.R
x <- faithful[, 2]
bins <- seq(min(x), max(x), length.out = input$bins + 1)
# draw the histogram with the specified number of bins
hist(x, breaks = bins, col = 'darkgray', border = 'white')
})
output$Generate_PDF_Document <- downloadHandler(
# For PDF output, change this to "report.pdf"
filename = paste0("Highchart Document",format(Sys.Date(),"%d%m%Y"),".html"),
content = function(file) {
# # Copy the report file to a temporary directory before processing it, in
# # case we don't have write permissions to the current working dir (which
# # can happen when deployed).
tempReport <- normalizePath('Test.Rmd')
file.copy(tempReport, "Test.Rmd", overwrite = FALSE)
# Knit the document, passing in the `params` list, and eval it in a
# child of the global environment (this isolates the code in the document
# from the code in this app).
out <- render('Test.Rmd', html_document())
file.rename(out,file)
})
})
ui.r
library(shiny)
shinyUI(fluidPage(
# Application title
titlePanel("Old Faithful Geyser Data"),
# Sidebar with a slider input for number of bins
sidebarLayout(
sidebarPanel(
sliderInput("bins",
"Number of bins:",
min = 1,
max = 50,
value = 30)
),
# Show a plot of the generated distribution
mainPanel(
plotOutput("distPlot"),
downloadButton('Generate_PDF_Document','Generate a PDF Report')
)
)
))
rmarkdown doc:
---
title: "Test"
output:
html_document:
toc: true
toc_depth: 3
toc_float: true
---
```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = TRUE)
```
## R Markdown
This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see <http://rmarkdown.rstudio.com>.
When you click the **Knit** button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document. You can embed an R code chunk like this:
```{r cars}
summary(cars)
```
## Including Plots
You can also embed plots, for example:
```{r pressure, echo=FALSE}
plot(pressure)
```
Note that the `echo = FALSE` parameter was added to the code chunk to prevent printing of the R code that generated the plot.

Remove html_document() from render. I have not studied the details, but it looks like it forces override of the yaml front matter.

Related

R: Converting "rmarkdown" to "html" files

I am using the R programming language. I am trying to recreate the interactive "dashboard" from this website : https://beta.rstudioconnect.com/jjallaire/htmlwidgets-rbokeh-iris/htmlwidgets-rbokeh-iris.html (code is provided on this website).
First, I ran this code to access the "flexdashboard template maker" :
library(flexdashboard)
rmarkdown::draft("dashboard.Rmd", template = "flex_dashboard", package = "flexdashboard")
Then, I deleted all the text in the window that popped up. I copied the R code from the website (https://beta.rstudioconnect.com/jjallaire/htmlwidgets-rbokeh-iris/htmlwidgets-rbokeh-iris.html) into this window and clicked "save":
---
title: "rbokeh iris dataset"
author: "Ryan Hafen"
output:
flexdashboard::flex_dashboard:
orientation: columns
social: menu
source_code: embed
---
```{r setup, include=FALSE}
library(rbokeh)
library(flexdashboard)
```
Column {data-width=600}
-----------------------------------------------------------------------
### Species
```{r}
figure(width = NULL, height = NULL) %>%
ly_points(Sepal.Length, Sepal.Width, data = iris, color = Species)
# figure() %>%
# ly_points(Sepal.Length, Sepal.Width, data = iris,
# color = Species, glyph = Species)
```
Column {data-width=400}
-----------------------------------------------------------------------
### Species (Quantile)
```{r}
figure(width = NULL, height = NULL, legend_location = "top_left") %>%
ly_quantile(Sepal.Length, group = Species, data = iris)
```
### Petal Width
```{r}
figure(width = NULL, height = NULL) %>%
ly_points(Sepal.Length, Sepal.Width, data = iris,
color = Petal.Width)
```
This file ("dashboard.Rmd") is saved in "my documents" (which has been also set to the default working directory):
Now, I want to "view" the dashboard and "save" the dashboard as an ".html" file. I found this other stackoverflow post that shows how to solve this problem: How to convert R Markdown to HTML? I.e., What does "Knit HTML" do in Rstudio 0.96?
I tried to follow the steps in one of the answers provided on this stackoverflow post:
require(knitr) # required for knitting from rmd to md
require(markdown) # required for md to html
markdownToHTML('dashboard.Rmd', 'test.html')
But this produced the following output (incorrect):
Instead of the desired output:
Can someone please show me what I am doing wrong and how can I fix this (i.e. get the desired output) ?
Thanks
After you save the file in dashboard.Rmd, click on Knit -> Knit to flex_dasboard
This opens the dashboard template in RStudio itself. This also automatically creates a HTML file with the same name (dashboard.html) in your working directory.

Function to create plot and knit to HTML in RMarkdown not working

I have a function in an R Markdown document. The function takes a "case number" variable, which is used to filter some data frames, produce a plot, and output the plot to a knit html document. Here's the basic idea:
---
title: "Plot"
output:
html_document:
toc: true
toc_float: true
toc_depth: 2
---
```{r echo=FALSE, results='hide',message=FALSE,warning=FALSE}
library(dplyr)
library(ggplot2)
library(scales)
library(lubridate)
library(plotly)
library(vistime)
```
```{r echo = FALSE, warning=FALSE, fig.align='CENTER', fig.width=10, fig.height=5}
data <- read.csv(text="event,group,start,end,color
Phase 1,Project,2016-12-22,2016-12-23,#c8e6c9
Phase 2,Project,2016-12-23,2016-12-29,#a5d6a7
Phase 3,Project,2016-12-29,2017-01-06,#fb8c00
Phase 4,Project,2017-01-06,2017-02-02,#DD4B39
Room 334,Team 1,2016-12-22,2016-12-28,#DEEBF7
Room 335,Team 1,2016-12-28,2017-01-05,#C6DBEF
Room 335,Team 1,2017-01-05,2017-01-23,#9ECAE1
Group 1,Team 2,2016-12-22,2016-12-28,#E5F5E0
Group 2,Team 2,2016-12-28,2017-01-23,#C7E9C0
3-200,category 1,2016-12-25,2016-12-25,#1565c0
3-330,category 1,2016-12-25,2016-12-25,#1565c0
3-223,category 1,2016-12-28,2016-12-28,#1565c0
3-225,category 1,2016-12-28,2016-12-28,#1565c0
3-226,category 1,2016-12-28,2016-12-28,#1565c0
3-226,category 1,2017-01-19,2017-01-19,#1565c0
3-330,category 1,2017-01-19,2017-01-19,#1565c0
1-217.0,category 2,2016-12-27,2016-12-27,#90caf9
4-399.7,moon rising,2017-01-13,2017-01-13,#f44336
8-831.0,sundowner drink,2017-01-17,2017-01-17,#8d6e63
9-984.1,birthday party,2016-12-22,2016-12-22,#90a4ae
F01.9,Meetings,2016-12-26,2016-12-26,#e8a735
Z71,Meetings,2017-01-12,2017-01-12,#e8a735
B95.7,Meetings,2017-01-15,2017-01-15,#e8a735
T82.7,Meetings,2017-01-15,2017-01-15,#e8a735")
data <- as.data.frame(data)
#event_id <- "category 1"
build_plot <- function(event_id) {
data.filtered <- data%>%
filter(group==event_id)
p <- vistime(data.filtered)
pb <- plotly_build(p)
pb #Display plot
rmarkdown::render(input = "stack_overflow_example.Rmd",
output_format = "html_document",
output_file = 'stack_overflow_example.html',
output_dir = "//mydir/myfolder")
}
build_plot("category 1")
```
I'm getting this error, and no document is output:
Error in sink(con, split = debug) : sink stack is full
Running render on a document does the same thing as knit to html. That includes running all the R code in the document.
But you shouldn't put render in the document itself - you've created a recursive loop because you call render on the document, which runs the code on the document, which calls render on the document, which runs the code in the document....
Remove the render call from your document, instead put it in a separate R script. Then, running that script will render the document.

Looking for a simple way to include profvis output in a Markdown file in R

The title pretty much says it all. I want to profile a function in R (with the profvis package) and display the output in an R Markdown file, without manually creating a screenshot and ideally with no additional packages except the ones that are loaded with profvis, e.g. htmlWidgets and htmltools.
To be more specific I imagine something like:
library(profvis)
profvis_output <- profvis(rnorm(1e06))
htmlwidgets::saveWidget(profvis_output, "provis_output.html")
and then include the thereby created html file in Markdown.
I already tried
htmltools::includeHTML("profvis_output.html")
in the Markdown file but that did not work.
NOTE: I also want it to be renderable to a PDF
This seems to work:
---
title: "Untitled"
output: html_document
---
```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = TRUE)
library(profvis)
```
## profvis
This is an R Markdown document using profvis.
```{r}
profvis({
data(diamonds, package = "ggplot2")
plot(price ~ carat, data = diamonds)
m <- lm(price ~ carat, data = diamonds)
abline(m, col = "red")
})
```

Icons do not show up at all in R flexdashboard

Im creating a flexdashboard which displays a table. In the last column icons are included but they are not displayed at all because of flexdashboard. That works normally in shinydashboard. Any workaround?
---
title: "Single Column (Fill)"
output:
flexdashboard::flex_dashboard:
vertical_layout: fill
---
```{r global, include=FALSE}
library(shiny)
library(shinydashboard)
FCB<-c(5,6,4,6,8)
TWI<-c(3,5,2,3,5)
IN<-c(2,1,1,1,1)
DF1<-data.frame(FCB,TWI,IN)
FCB<-c(0,0,1,2,4)
TWI<-c(1,2,3,4,5)
IN<-c(1,3,4,5,6)
DF2<-data.frame(FCB,TWI,IN)
DF1$direction <- ifelse(
DF1$FCB < DF2$FCB,
as.character(icon("angle-up")),
as.character(icon("angle-down"))
)
```
### Chart 1
```{r}
renderTable(DF1, sanitize.text.function = function(x) x)
```
You are using Shiny content rendered to a static file.
I added runtime: shiny to the YAML header.
If you just need arrows would using simpe UTF-8 arrows like these be okay?
If you want to render HTML in a table in flexdashboard you should use a datatable from the DT package. Note that the rendering of the HTML is escaped by default. To render the HTML in your table you have to set escape = FALSE.
Here is an option:
---
title: "Single Column (Fill)"
output:
flexdashboard::flex_dashboard:
vertical_layout: fill
runtime: shiny
---
```{r global, include=FALSE}
library(DT)
library(shiny)
library(shinydashboard)
FCB<-c(5,6,4,6,8)
TWI<-c(3,5,2,3,5)
IN<-c(2,1,1,1,1)
DF1<-data.frame(FCB,TWI,IN)
FCB<-c(0,0,1,2,4)
TWI<-c(1,2,3,4,5)
IN<-c(1,3,4,5,6)
DF2<-data.frame(FCB,TWI,IN)
DF1$direction <- ifelse(
DF1$FCB < DF2$FCB,
"<p>↑</p>",
"<p>↓</p>"
)
DF1.table <- datatable(DF1, escape = FALSE)
```
### Chart 1
```{r}
DT::renderDataTable(DF1.table)
```

Exclude tabs Rmarkdown based on parameters

I know I can include exclude r code chunks using parameters in Rmarkdown.
http://rmarkdown.rstudio.com/developer_parameterized_reports.html
However how can I exclude or include tabs based on the value of a parameter.
Where a tab is indicated as:
## Header {.tabset}
### Tab 1
content Tab 1
### Tab 2
content Tab 2
##
I'm looking for something like
## Header {.tabset}
### Tab 1
content Tab 1
ifelse(param == False) {
### Tab 2
content Tab 2
}
##
Update
I have some troubles with the answer by StatnMap. Using this code, in the first chunk the HTML after the R chunk is still shown as is the R chunk itself. I could fix this by using a separate eval = FALSE for the R chunk, but I would rather restrict myself to a single parameter in a single chunk. Thus, to only set eval = FALSE in the asis chunk.
## HEADER {.tabset .tabset-pills}
When you click the **Knit** button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document. You can embed an R code chunk like this:
``` {asis, echo = TRUE, eval = FALSE}
### TEST1
```{r echo=FALSE, warning=FALSE}
library(dplyr)
summary(cars)
```
You can also embed plots, for example:
```
### TEST2
```{r, pressure, echo=FALSE}
plot(pressure)
```
You can include your markdown syntax in a asis chunk:
```{asis, echo=TRUE, eval=param}
### Tab 2
content Tab 2
```