r-Shiny.io无法部署应用程序



我试图用Shiny web应用程序创建一个交互式地图,但在我将其发布到我的Shiny.io帐户后,单击URL只会产生:shiny.io应用程序页面

An error has occurred!
An error has occurred. Check your logs or contact the app author for clarification.

你能帮我吗?谢谢

以下是应用程序的日志:

2020-07-28T20:32:42.887039+00:00 shinyapps[2621249]: jsonlite version: 1.6.1
2020-07-28T20:32:42.887039+00:00 shinyapps[2621249]: RJSONIO version: (none)
2020-07-28T20:32:42.887050+00:00 shinyapps[2621249]: htmltools version: 0.5.0
2020-07-28T20:32:42.887235+00:00 shinyapps[2621249]: Using pandoc: /opt/connect/ext/pandoc2
2020-07-28T20:32:43.039412+00:00 shinyapps[2621249]: 
2020-07-28T20:32:43.039413+00:00 shinyapps[2621249]: Starting R with process ID: '58'
2020-07-28T20:32:43.106062+00:00 shinyapps[2621249]: Listening on http://127.0.0.1:36754
2020-07-28T20:32:43.106061+00:00 shinyapps[2621249]: 
2020-07-28T20:32:43.035592+00:00 shinyapps[2621249]: Using jsonlite for JSON processing
2020-07-28T20:32:43.299242+00:00 shinyapps[2621249]: Warning: Error in plotlyOutput: could not find function "plotlyOutput"
2020-07-28T20:32:43.304719+00:00 shinyapps[2621249]:    99: div
2020-07-28T20:32:43.304717+00:00 shinyapps[2621249]:   100: dots_list
2020-07-28T20:32:43.304719+00:00 shinyapps[2621249]:    98: tabPanel
2020-07-28T20:53:57.079846+00:00 shinyapps[2621249]: Running on host: 220810008dc5
2020-07-28T20:53:57.085768+00:00 shinyapps[2621249]: Server version: 1.8.4-11
2020-07-28T20:53:57.085785+00:00 shinyapps[2621249]: LANG: en_US.UTF-8
2020-07-28T20:53:57.085827+00:00 shinyapps[2621249]: R version: 4.0.0
2020-07-28T20:53:57.085867+00:00 shinyapps[2621249]: shiny version: 1.5.0
2020-07-28T20:53:57.085869+00:00 shinyapps[2621249]: httpuv version: 1.5.4
2020-07-28T20:53:57.085881+00:00 shinyapps[2621249]: rmarkdown version: (none)
2020-07-28T20:53:57.085882+00:00 shinyapps[2621249]: knitr version: (none)
2020-07-28T20:53:57.085895+00:00 shinyapps[2621249]: jsonlite version: 1.6.1
2020-07-28T20:53:57.085909+00:00 shinyapps[2621249]: RJSONIO version: (none)
2020-07-28T20:53:57.085959+00:00 shinyapps[2621249]: htmltools version: 0.5.0
2020-07-28T20:53:57.086171+00:00 shinyapps[2621249]: Using pandoc: /opt/connect/ext/pandoc2
2020-07-28T20:53:57.244930+00:00 shinyapps[2621249]: Using jsonlite for JSON processing
2020-07-28T20:53:57.248899+00:00 shinyapps[2621249]: 
2020-07-28T20:53:57.248900+00:00 shinyapps[2621249]: Starting R with process ID: '24'
2020-07-28T20:53:57.319981+00:00 shinyapps[2621249]: 
2020-07-28T20:53:57.319982+00:00 shinyapps[2621249]: Listening on http://127.0.0.1:44567
2020-07-28T20:56:14.943220+00:00 shinyapps[2621249]: Running on host: 220810008dc5
2020-07-28T20:56:14.950036+00:00 shinyapps[2621249]: Server version: 1.8.4-11
2020-07-28T20:56:14.950099+00:00 shinyapps[2621249]: httpuv version: 1.5.4
2020-07-28T20:56:14.950046+00:00 shinyapps[2621249]: LANG: en_US.UTF-8
2020-07-28T20:56:14.950063+00:00 shinyapps[2621249]: R version: 4.0.0
2020-07-28T20:56:14.950165+00:00 shinyapps[2621249]: knitr version: (none)
2020-07-28T20:56:14.950089+00:00 shinyapps[2621249]: shiny version: 1.5.0
2020-07-28T20:56:14.950105+00:00 shinyapps[2621249]: rmarkdown version: (none)
2020-07-28T20:56:14.950182+00:00 shinyapps[2621249]: jsonlite version: 1.6.1
2020-07-28T20:56:14.950410+00:00 shinyapps[2621249]: Using pandoc: /opt/connect/ext/pandoc2
2020-07-28T20:56:15.113622+00:00 shinyapps[2621249]: Using jsonlite for JSON processing
2020-07-28T20:56:14.950182+00:00 shinyapps[2621249]: RJSONIO version: (none)
2020-07-28T20:56:14.950183+00:00 shinyapps[2621249]: htmltools version: 0.5.0
2020-07-28T20:56:15.118668+00:00 shinyapps[2621249]: Starting R with process ID: '73'
2020-07-28T20:56:15.118666+00:00 shinyapps[2621249]: 
2020-07-28T20:56:15.192554+00:00 shinyapps[2621249]: 
2020-07-28T20:56:15.192556+00:00 shinyapps[2621249]: Listening on http://127.0.0.1:37222
2020-07-28T20:56:15.320813+00:00 shinyapps[2621249]: Warning: Error in plotlyOutput: could not find function "plotlyOutput"
2020-07-28T20:56:15.326689+00:00 shinyapps[2621249]:   100: dots_list
2020-07-28T20:56:15.326691+00:00 shinyapps[2621249]:    99: div
2020-07-28T20:56:15.326692+00:00 shinyapps[2621249]:    98: tabPanel

它在RStudio中与以下ui完美配合。R和服务器.R:

library(shiny)
library(leaflet)
shinyUI(fluidPage(

titlePanel("JHU COVID-19 Modeling Visualization Map"),

sidebarLayout(
sidebarPanel(
checkboxGroupInput("statesInput", "Choose the State(s)", 
c("AL", "MO", "AK", "MT", "AZ", "NE", 
"AR", "NV", "CA", "NH", "CO", "NJ", 
"CT", "NM", "DE", "NY", "DC", "NC", 
"FL", "ND", "GA", "OH", "HI", "OK", 
"ID", "OR", "IL", "PA", "IN", "RI", 
"IA", "SC", "KS", "SD", "KY", "TN", 
"LA", "TX", "ME", "UT", "MD", "VT", 
"MA", "VA", "MI", "WA", "MN", "WV", 
"MS", "WI", "WY"),
inline = TRUE),
 
submitButton("Submit"),
), 
mainPanel(
tabsetPanel(type = "tabs", 
tabPanel("County Level", plotlyOutput("countyPolygonMap")), 
tabPanel("State Level", leafletOutput("statePolygonMap"))
)
)
)))
library(shiny)
library(leaflet)
library(magrittr)
library(rgdal)
shinyServer(function(input, output) {
library(rjson)
library(plotly)
library(dplyr)

statepolygonZip <- download.file("https://www2.census.gov/geo/tiger/GENZ2018/shp/cb_2018_us_state_500k.zip", 
destfile = "cb_2018_us_state_500k.zip");
unzip("cb_2018_us_state_500k.zip");
statePolygonData <- readOGR("cb_2018_us_state_500k.shp", layer = "cb_2018_us_state_500k", 
GDAL1_integer64_policy = TRUE);
## obtaning the state shape file data provided by cencus.gov 
## for more categories of region shape file: 
## https://www.census.gov/geographies/mapping-files/time-series/geo/carto-boundary-file.html


output$countyPolygonMap <- renderPlotly({
url <- 'https://raw.githubusercontent.com/plotly/datasets/master/geojson-counties-fips.json'
countyGeo <- rjson::fromJSON(file=url)
## Obtaining the geographical file for all U.S. counties
url2<- "https://raw.githubusercontent.com/plotly/datasets/master/fips-unemp-16.csv"
df <- read.csv(url2, colClasses=c(fips="character"))
names(df)[2] = "unemployment"
## obtaining the unemployment rate data 
url3 <- "https://storage.googleapis.com/kagglesdsdata/datasets%2F579969%2F1374720%2Fus_county.csv?GoogleAccessId=gcp-kaggle-com@kaggle-161607.iam.gserviceaccount.com&Expires=1596139521&Signature=easqHBFZ757D%2F7LVyDM%2BF%2FIMU6l2OEY6giqVvIC0l0tSSe%2Fohq6NC%2FLFKbsIV6FdFALmPUqG9vATbg0cuRVVwGQMsoUOjlW%2BZLhTVluxbYh1dDE1MTFzWRpzlSH18ejIwqa61F0ARJ%2Bpq6ryIfJuE7wQQ1rOCEpaVB9m%2FP7QaZm2gBJeHYLXJXcvO8w1p0sEnqRsGAesg2Fgj%2Bv8unPGNtDJekEWuNbl1K9k7CAaZWjG2QQ94LB9tAPvfKqykDWDD7w6yN3YFkcfu7kUmjs0CybnMD6IP%2FM5hvJXuUTIie0MOMTWt5bIua4qcTHxIxR5l918y1H17JA2HHrnKLVY%2BA%3D%3D"
county <- read.csv(url3)
county$nfips <- sprintf("%05d",county$fips)
countyPolygonMap <- plot_ly() %>% add_trace(
type="choroplethmapbox",
geojson=countyGeo,
locations=county$nfips,
z=~county$population,
colorscale="Viridis",
zmin=200,
zmax=1100000,
marker=list(line=list(width=0),opacity=0.5)
) %>% layout(
mapbox=list(
style="carto-positron",
zoom =2,
center=list(lon= -95.71, lat=37.09))
);
countyPolygonMap;
## generating the interactive plotly map
})

output$statePolygonMap <-renderLeaflet ({
statesAbbr <- subset(statePolygonData, input$statesInput %in% statePolygonData$STUSPS);
## subsetting the shape file with the selected states

leaflet(statesAbbr) %>%
addPolygons(color = "#444444", weight = 1, smoothFactor = 0.5,
opacity = 1.0, fillOpacity = 0.5,
fillColor = ~colorQuantile("YlOrRd", ALAND)(ALAND),
highlightOptions = highlightOptions
(color = "white", weight = 2,bringToFront = TRUE))
})
## producing the map with polygon boundary on the state level
})

你能验证你已经为这个应用程序安装了plotly吗,也能检查你的应用程序中的plotlyOutput函数吗,这就是你的应用软件抛出错误的地方

library(plotly)

我想你指的是shinyapps.io。要获取日志:

  1. 单击仪表板视图(左侧面板(
  2. 单击应用程序的名称(超链接(
  3. 单击屏幕顶部的日志按钮

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