Last active
January 24, 2023 20:04
-
-
Save lvalnegri/a85726220195b8afd210346dded48e09 to your computer and use it in GitHub Desktop.
Canadian Postal Codes by Regions using #rstats with a #shiny web app
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Rfuns::load_pkgs('data.table', 'leaflet', 'leaflet.extras', 'leafgl', 'shiny', 'sf') | |
yp <- qs::qread('./yp', nthreads = 6) | |
# setnames(yp, c('Place Name', 'FSA-Province'), c('PlaceName', 'FSAP')) | |
# qs::qsave(yp, './yp', nthreads = 6) | |
ypgw <- qs::qread('./ypgw', nthreads = 6) | |
# ypgw <- ypgw |> dplyr::rename('PlaceName' = 'Place Name', 'FSAP' = 'FSA-Province') | |
# qs::qsave(ypgw, './ypgw', nthreads = 6) | |
# yrw <- qs::qread('./yrw', nthreads = 6) | |
# yrws <- do.call( 'rbind', lapply( 1:nrow(yrw), \(x) yx <- yrw[x,] |> rmapshaper::ms_simplify()) ) | |
# qs::qsave(yrws, './yrws', nthreads = 6) | |
yrws <- qs::qread('./yrw', nthreads = 6) | |
yn <- yrws |> subset(select = c(ERUID, ERNAME)) |> st_drop_geometry() |> as.data.table() | |
yn <- yn[order(ERNAME)] | |
yr.lst <- yn$ERUID | |
names(yr.lst) <- yn$ERNAME | |
# yc <- t(sapply(yrws$ERUID, \(x) yrws |> subset(ERUID == x) |> st_bbox())) |> as.data.frame() | |
# yc[, 'EURID'] <- rownames(yc) | |
# qs::qsave(yc |> as.data.table(), './yc') | |
yc <- qs::qread('./yc') | |
bbox <- st_bbox(ypgw) | |
ui <- fluidPage( | |
tags$head( | |
tags$title('Canadian Postal Codes by Region'), | |
tags$style(HTML(" | |
h1, h2, h3, h4 { font-weight: 400; } | |
body, label, input, button, select { | |
font-family: 'Helvetica Neue', Helvetica; | |
font-weight: 200; | |
} | |
div.outer { | |
position: fixed; | |
top: 50px; | |
left: 0; | |
right: 0; | |
bottom: 0; | |
overflow: hidden; | |
padding: 0; | |
} | |
#controls { | |
background-color: white; | |
padding: 20px 20px 20px 20px; | |
cursor: move; | |
/* Fade out while not hovering */ | |
opacity: 0.65; | |
zoom: 0.9; | |
transition: opacity 500ms 1s; | |
} | |
#controls:hover { | |
/* Fade in while hovering */ | |
opacity: 0.95; | |
transition-delay: 0; | |
} | |
#outmap { height: calc(100vh - 80px) !important; } | |
")) | |
), | |
div(class = 'outer', | |
leafletOutput('outmap'), | |
absolutePanel( | |
id = 'controls', | |
class = 'panel panel-default', | |
fixed = TRUE, draggable = TRUE, | |
top = 80, left = 16, right = 'auto', bottom = 'auto', | |
width = 360, height = 'auto', | |
shinyWidgets::virtualSelectInput( | |
'cbo_rgn', 'REGION:', yr.lst, character(0), search = TRUE, | |
placeholder = 'Select a Region', | |
searchPlaceholderText = 'Search...', | |
noSearchResultsText = 'No Region found!' | |
) | |
) | |
) | |
) | |
server <- function(input, output) { | |
output$outmap <- renderLeaflet({ | |
leaflet(options = leafletOptions(zoomControl = FALSE, minZoom = 4)) |> | |
enableTileCaching() |> | |
setMaxBounds(lng1 = bbox[1], lat1 = bbox[2], lng2 = bbox[3], lat2 = bbox[4]) |> | |
addMiniMap(toggleDisplay = TRUE, width = 100, height = 100, strings = list(hideText = 'Hide Mini', showText = 'Show Mini'))|> | |
setView(-98.34903, 61.48671, zoom = 4) |> | |
addTiles(options = tileOptions(useCache = TRUE, crossOrigin = TRUE)) |> | |
htmlwidgets::onRender("function(el, x) { L.control.zoom({position:'topright'}).addTo(this); }") | |
}) | |
observe({ | |
x <- input$cbo_rgn | |
if(!x %in% yn$ERUID) return(NULL) | |
ycx <- yc[EURID == x] | |
ypgwx <- ypgw |> subset(PostalCode %in% yp[ERUID == x, PostalCode]) | |
leafletProxy('outmap') |> | |
clearGlLayers() |> | |
fitBounds(ycx$xmin, ycx$ymin, ycx$xmax, ycx$ymax) |> | |
addGlPolygons(data = yrws |> subset(ERUID == x) |> st_cast('POLYGON'), color = 'black', fillOpacity = 0, weight = 6) |> | |
addGlPoints(data = ypgwx, label = paste0(ypgwx$PostalCode, ': ', ypgwx$PlaceName)) | |
}) | |
} | |
shinyApp(ui = ui, server = server) |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
lapply(c('data.table', 'sf'), require, char = TRUE) | |
setDTthreads(parallel::detectCores() - 2) | |
tmpf <- tempfile(); tmpd <- tempdir() | |
options(timeout = 1000) | |
download.file("https://www12.statcan.gc.ca/census-recensement/2021/geo/sip-pis/boundary-limites/files-fichiers/ler_000b21a_e.zip", tmpf) | |
unzip(tmpf, exdir = tmpd) | |
yr <- st_read(file.path(tmpd, grep('shp$', unzip(tmpf, list = TRUE)$Name, value = TRUE)), quiet = TRUE) |> st_make_valid() | |
unlink(tmpd); unlink(tmpf) | |
qs::qsave(yr, '~/temp/pip/yr') | |
yrw <- yr |> st_transform(4326) | |
qs::qsave(yrw, '~/temp/pip/yrw') | |
yp <-fread("https://raw.githubusercontent.com/ccnixon/postalcodes/master/CanadianPostalCodes.csv") | |
ypg <- yp |> | |
st_as_sf(coords = c('Longitude', 'Latitude'), crs = 4326) |> | |
st_make_valid() |> | |
st_transform(st_crs(yr)) | |
qs::qsave(ypg, '~/temp/pip/ypg') | |
ypgw <- ypg |> st_transform(4326) | |
qs::qsave(ypgw, '~/temp/pip/ypgw') | |
t0 <- Sys.time() | |
y <- rbindlist(lapply( | |
1:nrow(yr), | |
\(x){ | |
yrx <- yr[x,] | |
message('Processing ', yrx$ERUID) | |
yx <- st_bbox(yrx |> st_transform(4236)) | |
ypx <- yp[Longitude %between% c(yx[1], yx[3]) & Latitude %between% c(yx[2], yx[4]), PostalCode] | |
ypx <- st_filter(ypg |> subset(PostalCode %in% ypx), yrx) | |
data.table( PostalCode = ypx$PostalCode, ERUID = yrx$ERUID ) | |
} | |
)) | |
ypd <- unique(y[, .N, PostalCode][N>1, PostalCode]) | |
y <- y[!PostalCode %in% ypd] | |
yp <- y[yp, on = 'PostalCode'] | |
ypna <- yp[is.na(ERUID) & !PostalCode %in% ypd, PostalCode] | |
Sys.time() - t0 | |
qs::qsave(yp, './yp') |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment