其他模块内的闪亮模块

Shiny modules inside other modules

我正在尝试将一些图形模块放入另一个模块中。虽然目前不工作。我想这不是这样做的方法。关于应该如何完成的任何想法?

library(shiny)
library(tidyverse)
library(palmerpenguins)

# modules -----------------------------------------------------------------

# module that creates graphs
graph_ui <- function(id) {
  ns <- NS(id)
  plotOutput(ns("graph"))
}

# ui that brings in graphs from other module
outer_ui <- function(id) {
  ns <- NS(id)
  tagList(
    "some text - would contain other objects too, not just graphs",
    uiOutput(ns("graph1")), # output from renderUI from graph server
    uiOutput(ns("graph2")) # output from renderUI from graph server
  )
}

# creates graphs
graph_server <- function(id, xcat, ycat) {
  moduleServer(id, function(input, output, session) {
    
      output$graph <- renderPlot({
        
        ggplot(penguins, aes(.data[[xcat]], .data[[ycat]], col = sex)) +
          geom_point()
      })
    }
  )
}

# brings in graphs
outer_server <- function(id, plot1, plot2) {
  moduleServer(
    id, function(input, output, session) {
      output$graph1 <- renderUI(graph_server("inner1")) # from graph server
      output$graph2 <- renderUI(graph_server("inner2")) # from graph server
      
    }
  )
}

# app ---------------------------------------------------------------------
ui <- fluidPage(
  outer_ui("mod1")
)

server <- function(input, output, session) {
  
  # graphs
  graph_server("inner1", xcat = "bill_length_mm", ycat = "bill_depth_mm")
  graph_server("inner2", xcat = "flipper_length_mm", ycat = "bill_depth_mm")
  
  # brings graphs in to display
  outer_server("mod1",
               graph_server$inner1, # from graph server
               graph_server$inner2) # from graph server
}
shinyApp(ui, server)

注意:也张贴在这里:https://community.rstudio.com/t/modules-within-modules-graph-in-other-modules/115160

您现在的问题在:

  # brings graphs in to display
  outer_server("mod1",
               graph_server$inner1, # from graph server
               graph_server$inner2) # from graph server

graph_server 是一个函数,所以你不能用 $.

对它进行子集化

另一个问题是您在错误的模块级别调用 graph_server。

您目前正在做的事情(嵌套方面):

L app_ui
  L outer_ui
    L graph_ui
L app_server
  L outer_server
  L graph_server

如您所见,图形模块部分的深度不同。

你应该瞄准:

L app_ui
  L outer_ui
    L graph_ui
L app_server
  L outer_server
    L graph_server

这是工作结构:

library(shiny)
library(tidyverse)
library(palmerpenguins)

# Start with the lower level, just plotOutput & renderPlot
graph_ui <- function(id) {
  ns <- NS(id)
  plotOutput(ns("graph"))
}

graph_server <- function(id, xcat, ycat) {
  moduleServer(id, function(input, output, session) {
    output$graph <- renderPlot({
      ggplot(
        penguins, 
        aes(
          .data[[xcat]], 
          .data[[ycat]], 
          col = sex
        )
      ) +
        geom_point()
    })
  }
  )
}

# Here is a container for the graph module
outer_ui <- function(id) {
  ns <- NS(id)
  tagList(
    "some text - would contain other objects too, not just graphs",
    graph_ui(ns("graph1")),  # First use of the graph module
    graph_ui(ns("graph2")) # Second use of the graph module
  )
}


# Server counterpart
outer_server <- function(id) {
  moduleServer(id, function(input, output, session) {
      # Making the graphs happen
      graph_server("graph1", xcat = "bill_length_mm", ycat = "bill_depth_mm")
      graph_server("graph2", xcat = "flipper_length_mm", ycat = "bill_depth_mm")
      
    }
  )
}

# app ---------------------------------------------------------------------
ui <- fluidPage(
  outer_ui("mod1")
)

server <- function(input, output, session) {
  outer_server("mod1")
}
shinyApp(ui, server)

干杯, 科林