Reputation:
I am creating a Shiny app with a plotly scatterplot. I am trying to keep the scatterplot square-shaped, but want a much larger size than its default. In the simple MWE below, for instance, I am setting the width and height parameters to 1400px. However, even when I change these values (say to 800px), it does not seem to make any change in the size of the plotly scatterplot.
library(plotly)
library(shiny)
library(ggplot2)
set.seed(1)
dat <- data.frame(ID = paste0("ID", 1:100), x = rnorm(100), y = rnorm(100), stringsAsFactors = FALSE)
ui <- shinyUI(fluidPage(
titlePanel("title panel"),
sidebarLayout(position = "left",
sidebarPanel(width=3,
actionButton("goButton", "Action")
),
mainPanel(width=9,
plotlyOutput("scatMatPlot", width = "1400px", height = "1400px")
)
)
))
server <- shinyServer(function(input, output, session) {
p <- ggplot(data= dat, aes(x=x, y=y)) + geom_point() + coord_cartesian(xlim = c(-5, 5), ylim = c(-5, 5)) + coord_equal(ratio = 1)
p2 <- ggplotly(p)
output$scatMatPlot <- renderPlotly({p2})
})
shinyApp(ui, server)
I tried other size values than "1400px". For instance, I tried "auto" and "100%" - but these did not seem to make a difference either. How can I change the size of the plotly scatterplot in this MWE? Thank you for any input.
Upvotes: 15
Views: 26378
Reputation: 466
It seems that the plotlyOutput function does not hand over the height/width parameters. As mentioned before, you can force to plot to be of a certain size:
p <- plot_ly(x = x, y = y, height=800)
However, if you have following elements on the site (e.g. another plot like in my case) the plot is partially hidden. I found a workaround by manipulating the plotlyOutput object on the server-side. Here is a simple example:
Server:
output$plotly <- renderUI({
plot_output_list <- lapply(1:3, function(i) {
plotname <- paste0("plotly", i)
plot_output_object <- plotlyOutput(plotname)
plot_output_object <- renderPlotly({
p <- plot_ly(x = a, y = b)
return(p) # only necessary when adding other plotly commands like add_trace
})
})
# for each element set the height (here went something wrong with plotlyOutput)
for(i in 1:length(plot_output_list)){
attr(plot_output_list[[i]],'outputArgs') <- list(height="850px")
}
# return
return(plot_output_list)
})
UI:
uiOutput("plotly")
I anyway had to go the way via renderUI since I have a dynamic number of plots. Hope this helps you too
Upvotes: 4
Reputation: 336
When you use ggplotly()
you can change the size of plotlyOutput
with layout options in the server part:
p2 <- ggplotly(p) %>% layout(height = 800, width = 800)
I found that plotlyOutput
will only work with parameters width = "600px", height = "600px"
if you provide input directly from plot_ly()
instead ggplotly()
, e.g.
p2 <- plot_ly(dat, x = ~x, y = ~y)
Upvotes: 18