And*_*rea 7 r shiny sankey-diagram networkd3 htmlwidgets
由于每个对象,我用的时候获得在Firefox中非常小的情节sankeyNetwork()从networkd3在闪亮,但无法在Chrome或RStudio.
我没有在脚本中包含任何CSS或JS - 下面的代码为我生成了这个结果.
我错过了什么CSS属性吗?
我使用的是R 3.4.1,闪亮的1.1.0,networkD3 0.4和Firefox 52.9.0.
library(shiny)
library(magrittr)
library(shinydashboard)
library(networkD3)
labels = as.character(1:9)
ui <- tagList(
dashboardPage(
dashboardHeader(
title = "appName"
),
##### dasboardSidebar #####
dashboardSidebar(
sidebarMenu(
id = "sidebar",
menuItem("plots",
tabName = "sPlots")
)
),
##### dashboardBody #####
dashboardBody(
tabItems(
##### tab #####
tabItem(
tabName = "sPlots",
tabsetPanel(
tabPanel(
"Sankey plot",
fluidRow(
box(title = "title",
solidHeader = TRUE, collapsible = TRUE, status = "primary",
sankeyNetworkOutput("sankeyHSM1")
)
)
)
)
)
)
)
)
)
server <- function(input, output, session) {
HSM = matrix(rep(c(10000, 700, 10000-700, 200, 500, 50, 20, 10, 2,40,10,10,10,10),4),ncol = 4)
sankeyHSMNetworkFun = function(x,ndx) {
nodes = data.frame("name" = factor(labels, levels = labels),
"group" = as.character(c(1,2,2,3,3,4,4,4,4)))
links = as.data.frame(matrix(byrow=T,ncol=3,c(
0, 1, NA,
0, 2, NA,
1, 3, NA,
1, 4, NA,
3, 5, NA,
3, 6, NA,
3, 7, NA,
3, 8, NA
)))
links[,3] = HSM[2:(nrow(links)+1),] %>% {rowSums(.[,(ndx-1)*2+c(1,2)])}
names(links) = c("source","target","value")
sankeyNetwork(Links = links, Nodes = nodes, Source = "source", Target = "target", Value = "value", NodeID = "name",NodeGroup = "group",
fontSize=12,sinksRight = FALSE)
}
output$sankeyHSM1 = renderSankeyNetwork({
sankeyHSMNetworkFun(values$HSM,1)
})
}
# Run the application
shinyApp(ui = ui, server = server)
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------------------编辑--------------------
感谢@CJYetman指出onRender()可能的解决方案 - 但是当下面的MRE中有两个并排生成的图时会失败(注意除了第二个sankey图之外我还添加了javascript代码来重新绘制数字时窗口大小会随着图表自动显示而变化.
library(shiny)
library(magrittr)
library(shinydashboard)
library(networkD3)
library(htmlwidgets)
labels = as.character(1:9)
ui <- tagList(
tags$head(
tags$script('
var dimension = [0, 0];
$(document).on("shiny:connected", function(e) {
dimension[0] = window.innerWidth;
dimension[1] = window.innerHeight;
Shiny.onInputChange("dimension", dimension);
});
$(window).resize(function(e) {
dimension[0] = window.innerWidth;
dimension[1] = window.innerHeight;
Shiny.onInputChange("dimension", dimension);
});
')
),
dashboardPage(
dashboardHeader(
title = "appName"
),
##### dasboardSidebar #####
dashboardSidebar(
sidebarMenu(
id = "sidebar",
menuItem("plots",
tabName = "sPlots")
)
),
##### dashboardBody #####
dashboardBody(
tabItems(
##### tab #####
tabItem(
tabName = "sPlots",
tabsetPanel(
tabPanel(
"Sankey plot",
fluidRow(
box(title = "title",
solidHeader = TRUE, collapsible = TRUE, status = "primary",
sankeyNetworkOutput("sankeyHSM1")
),
box(title = "plot2",
solidHeader = TRUE, collapsible = TRUE, status = "primary",
sankeyNetworkOutput("sankeyHSM2"))
)
)
)
)
)
)
)
)
server <- function(input, output, session) {
HSM = matrix(rep(c(10000, 700, 10000-700, 200, 500, 50, 20, 10, 2,40,10,10,10,10),4),ncol = 4)
sankeyHSMNetworkFun = function(x,ndx) {
nodes = data.frame("name" = factor(labels, levels = labels),
"group" = as.character(c(1,2,2,3,3,4,4,4,4)))
links = as.data.frame(matrix(byrow=T,ncol=3,c(
0, 1, NA,
0, 2, NA,
1, 3, NA,
1, 4, NA,
3, 5, NA,
3, 6, NA,
3, 7, NA,
3, 8, NA
)))
links[,3] = HSM[2:(nrow(links)+1),] %>% {rowSums(.[,(ndx-1)*2+c(1,2)])}
names(links) = c("source","target","value")
sankeyNetwork(Links = links, Nodes = nodes, Source = "source", Target = "target", Value = "value", NodeID = "name",NodeGroup = "group",
fontSize=12,sinksRight = FALSE)
}
output$sankeyHSM1 = renderSankeyNetwork({
req(input$dimension)
sankeyHSMNetworkFun(values$HSM,1) %>%
onRender('document.getElementsByTagName("svg")[0].setAttribute("viewBox", "")')
})
output$sankeyHSM2 = renderSankeyNetwork({
req(input$dimension)
sankeyHSMNetworkFun(values$HSM,2) %>%
onRender('document.getElementsByTagName("svg")[0].setAttribute("viewBox", "")')
})
}
# Run the application
shinyApp(ui = ui, server = server)
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------------------ EDIT2 --------------------
上面的第二个问题解决了 - 要么根据@ CJYetman在下面的评论中引用页面上的第二个svg项目document.getElementsByTagName("svg")[1].setAttribute("viewBox",""),要么通过进入对象本身选择他们的第一个svg元素document.getElementById("sankeyHSM2").getElementsByTagName("svg")[0].setAttribute("viewBox","").
这似乎是Firefox对viewboxsvg属性的反应不同于其他浏览器的结果.在此处提交此问题可能是值得的https://github.com/christophergandrud/networkD3/issues
在此期间,您可以通过viewbox使用一些JavaScript和重置属性来解决这个问题htmlwidgets::onRender().这是使用示例的最小化版本的示例.(重置viewbox属性可能会产生其他后果)
library(htmlwidgets)
library(networkD3)
library(magrittr)
nodes = data.frame("name" = factor(as.character(1:9)),
"group" = as.character(c(1,2,2,3,3,4,4,4,4)))
links = as.data.frame(matrix(byrow = T, ncol = 3, c(
0, 1, 1400,
0, 2, 18600,
1, 3, 400,
1, 4, 1000,
3, 5, 100,
3, 6, 40,
3, 7, 20,
3, 8, 4
)))
names(links) = c("source","target","value")
sn <- sankeyNetwork(Links = links, Nodes = nodes, Source = "source",
Target = "target", Value = "value", NodeID = "name",
NodeGroup = "group", fontSize = 12, sinksRight = FALSE)
htmlwidgets::onRender(sn, 'document.getElementsByTagName("svg")[0].setAttribute("viewBox", "")')
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