Created
September 8, 2016 21:34
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An example showing `leafletProxy()` incompatibility with the shiny module framework (includes a work-around solution)
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library(shiny) | |
library(leaflet) | |
library(RColorBrewer) | |
quakeMapUI <- function(id){ | |
ns <- NS(id) | |
tagList( | |
bootstrapPage( | |
tags$style(type = "text/css", "html, body {width:100%;height:100%}"), | |
leafletOutput(ns("map"), width = "100%", height = "100%"), | |
absolutePanel(top = 10, right = 10, | |
sliderInput(ns("range"), "Magnitudes", min(quakes$mag), max(quakes$mag), | |
value = range(quakes$mag), step = 0.1 | |
), | |
selectInput(ns("colors"), "Color Scheme", | |
rownames(subset(brewer.pal.info, category %in% c("seq", "div"))) | |
) | |
) | |
) | |
) | |
} | |
quakeMap <- function(input, output, session, data_rx, id_copy){ | |
ns <- NS(id_copy) | |
filteredData <- reactive({ | |
data_rx()[data_rx()$mag >= input$range[1] & data_rx()$mag <= input$range[2],] | |
}) | |
colorpal <- reactive({ | |
colorNumeric(input$colors, data_rx()$mag) | |
}) | |
output$map <- renderLeaflet({ | |
pal <- colorNumeric('Spectral',quakes$mag) | |
leaflet(quakes) %>% | |
addTiles() %>% | |
fitBounds(~min(long), ~min(lat), ~max(long), ~max(lat)) %>% | |
addCircles(radius = ~10^mag/10, | |
weight = 1, color = "#777777", | |
fillColor = ~pal(mag), fillOpacity = 0.7, | |
popup = ~paste(mag) | |
) %>% | |
addLegend(position = "bottomright", | |
pal = pal, values = ~mag | |
) | |
}) | |
observe({ | |
pal <- colorpal() | |
leafletProxy("map", data = filteredData()) %>% | |
clearShapes() %>% | |
clearControls() %>% | |
addCircles(radius = ~10^mag/10, weight = 1, color = "#777777", | |
fillColor = ~pal(mag), fillOpacity = 0.7, popup = ~paste(mag) | |
) %>% | |
addLegend(position = "bottomright", | |
pal = pal, values = ~mag | |
) | |
}) | |
# Un-comment the `observe` function below and the app starts working | |
# observe({ | |
# pal <- colorpal() | |
# | |
# leafletProxy(ns("map"), data = filteredData()) %>% | |
# clearShapes() %>% | |
# clearControls() %>% | |
# addCircles(radius = ~10^mag/10, weight = 1, color = "#777777", | |
# fillColor = ~pal(mag), fillOpacity = 0.7, popup = ~paste(mag) | |
# ) %>% | |
# addLegend(position = "bottomright", | |
# pal = pal, values = ~mag | |
# ) | |
# }) | |
} | |
ui <- quakeMapUI('test') | |
server <- function(input, output, session) { | |
callModule(module = quakeMap, | |
id = 'test', | |
data_rx = reactive({quakes}), | |
id_copy = 'test') | |
} | |
shinyApp(ui, server) |
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