I can customize the font in a ggplot
with:
library(extrafont)
windowsFonts()
font_import(pattern = "comic", prompt = FALSE)
loadfonts(device = "win")
windowsFonts()
ggplot(mapping=aes(x=seq(1,10,.1), y=seq(1,10,.1))) +
geom_line(position="jitter", color="red", size=2) + theme_bw() +
theme(text=element_text(size=16, family="Comic Sans MS"))
This renders as:
More on the subject e.g. here and here
I can also integrate that plot and extrafont into a shiny app which runs locally as follows:
library(ggplot2)
library(extrafont)
library(shiny)
font_import(paths = "www", pattern = "comic", prompt = FALSE)
loadfonts()
print(fonts())
ui <- fluidPage(plotOutput("plot"),textOutput("fonts"))
server <- function(input, output) {
output$plot <- renderPlot({
ggplot(mapping=aes(x=seq(1,10,.1), y=seq(1,10,.1))) +
geom_line(position="jitter", color="red", size=2) + theme_bw() +
theme(text=element_text(size=16, family="Comic Sans MS"))
})
output$fonts <- renderText(print(fonts()))
}
shinyApp(ui = ui, server = server)
However, when I try to deploy this to shinyapps.io I get an error:
The application failed to start (exited with code 1).
Registering fonts with R Scanning ttf files in www ... Extracting .afm
files from .ttf files...
/srv/connect/apps/21-comic-font/www/comici.ttfWarnung in gzfile(dest,
"w") kann komprimierte Datei
'/opt/R/3.4.3/lib/R/library/extrafontdb/metrics/comici.afm.gz' nicht
öffnen. Grund evtl. 'Permission denied' Fehler in value[3L] :
kann Verbindung nicht öffnen Ruft auf: local ... tryCatch ->
tryCatchList -> tryCatchOne -> Ausführung angehalten
I tried to solve this by incorporating the answer from here. I added my .ttf
files to the www
directory and the extrafontdb
package source to the r-lib
directory. (And of course I deployed both..).
The complete app.R
file now looks like:
.libPaths(c('r-lib', .libPaths()))
install.packages('r-lib/extrafontdb_1.0.tar.gz',type = 'source',repos = NULL)
library(ggplot2)
library(extrafontdb)
library(extrafont)
library(shiny)
font_import(paths = "www", pattern = "comic", prompt = FALSE)
loadfonts()
print(fonts())
ui <- fluidPage(plotOutput("plot"),textOutput("fonts"))
server <- function(input, output) {
output$plot <- renderPlot({
ggplot(mapping=aes(x=seq(1,10,.1), y=seq(1,10,.1))) +
geom_line(position="jitter", color="red", size=2) + theme_bw() +
theme(text=element_text(size=16, family="Comic Sans MS"))
})
output$fonts <- renderText(print(fonts()))
}
shinyApp(ui = ui, server = server)
When I deploy this I get a running app and the following output:
Now the strange thing is, that renderText(print(fonts()))
prints Comic Sans MS. So it seems that my font got loaded. But the plot does not show the proper font.
Why is that? And how can I solve it?
Answer
I found a solution that seems to work on shinyapps.io
(but not locally, since it is a Linux only solution. And somehow it did not work with my original 'ComicSans MS' font, but that font is not beautiful anyway.. ;-))
Here we go:
This leads to the following app.R
file:
ibrary(ggplot2)
library(shiny)
dir.create('~/.fonts')
file.copy("www/IndieFlower.ttf", "~/.fonts")
system('fc-cache -f ~/.fonts')
ui <- fluidPage(plotOutput("plot"))
server <- function(input, output) {
output$plot <- renderPlot({
ggplot(mapping=aes(x=seq(1,10,.1), y=seq(1,10,.1))) +
geom_line(position="jitter", color="red", size=2) + theme_bw() +
theme(text=element_text(size = 16, family = "IndieFlower"))
})
}
shinyApp(ui = ui, server = server)
The plot looks like:
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