我有一个简单的闪亮应用程序,它显示一个小型网络。正如您所看到的,当我单击一个节点时,下面的数据表会相应更新。问题是,当我从顶部的下拉列表中选择一个节点时,这不会发生,visnetwork 提供了nodesIdSelection()
. 是否可以将此列表与表连接,以便从网络本身或从该列表中选择节点?
library(igraph)
library(visNetwork)
library(dplyr)
library(shiny)
library(shinythemes)
library(DT)
#dataset
id<-c("articaine","benzocaine","etho","esli")
label<-c("articaine","benzocaine","etho","esli")
node<-data.frame(id,label)
from<-c("articaine","articaine","articaine",
"articaine","articaine","articaine",
"articaine","articaine","articaine")
to<-c("benzocaine","etho","esli","benzocaine","etho","esli","benzocaine","etho","esli")
title<-c("SCN1A","SCN1A","SCN1A","SCN2A","SCN2A","SCN2A","SCN3A","SCN3A","SCN3A")
edge<-data.frame(from,to,title)
#app
ui <- fluidPage(
# Generate Title Panel at the top of the app
titlePanel("Network Visualization App"),
fluidRow(
column(width = 6,
DTOutput('tbl')),
column(width = 6,
visNetworkOutput("network")) #note that column widths in a fluidRow should sum to 12
),
fluidRow(column(width = 6),
column(width=6, "Click and hold nodes for a second to select additional nodes.")
)
) #end of fluidPage
server <- function (input, output, session){
output$network <- renderVisNetwork({
visNetwork(nodes = node,edge) %>%
visOptions(highlightNearest=TRUE,
nodesIdSelection = TRUE) %>%
#allow for long click to select additional nodes
visInteraction(multiselect = TRUE) %>%
visIgraphLayout() %>%
#Use visEvents to turn set input$current_node_selection to list of selected nodes
visEvents(select = "function(nodes) {
Shiny.onInputChange('current_node_selection', nodes.nodes);
;}")
})
#render data table restricted to selected nodes
output$tbl <- renderDT(
edge %>%
filter((to %in% input$current_node_selection)|(from %in% input$current_node_selection)),
options = list(lengthChange = FALSE)
)
}
shinyApp(ui, server)