Title: | High-Performance 'WebGl' Rendering for Package 'leaflet' |
---|---|
Description: | Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript library to render large data in the browser using 'WebGl'. |
Authors: | Tim Appelhans [cre, aut, cph], Colin Fay [ctb] , Robert Plummer [ctb] (Leaflet.glify plugin), Kent Johnson [ctb], Sebastian Gatscha [ctb], Olivier Roy [ctb] |
Maintainer: | Tim Appelhans <[email protected]> |
License: | MIT + file LICENSE |
Version: | 0.2.2 |
Built: | 2024-12-13 06:33:20 UTC |
Source: | https://github.com/r-spatial/leafgl |
Leaflet.glify is a web gl renderer plugin for leaflet. See https://github.com/robertleeplummerjr/Leaflet.glify for details and documentation.
addGlPolylines( map, data, color = cbind(0, 0.2, 1), opacity = 0.6, group = "glpolylines", popup = NULL, label = NULL, weight = 1, layerId = NULL, src = FALSE, pane = "overlayPane", ... ) addGlPoints( map, data, fillColor = "#0033ff", fillOpacity = 0.8, radius = 10, group = "glpoints", popup = NULL, label = NULL, layerId = NULL, src = FALSE, pane = "overlayPane", ... ) addGlPolygons( map, data, color = cbind(0, 0.2, 1), fillColor = color, fillOpacity = 0.8, group = "glpolygons", popup = NULL, label = NULL, layerId = NULL, src = FALSE, pane = "overlayPane", ... )
addGlPolylines( map, data, color = cbind(0, 0.2, 1), opacity = 0.6, group = "glpolylines", popup = NULL, label = NULL, weight = 1, layerId = NULL, src = FALSE, pane = "overlayPane", ... ) addGlPoints( map, data, fillColor = "#0033ff", fillOpacity = 0.8, radius = 10, group = "glpoints", popup = NULL, label = NULL, layerId = NULL, src = FALSE, pane = "overlayPane", ... ) addGlPolygons( map, data, color = cbind(0, 0.2, 1), fillColor = color, fillOpacity = 0.8, group = "glpolygons", popup = NULL, label = NULL, layerId = NULL, src = FALSE, pane = "overlayPane", ... )
map |
a leaflet map to add points/polygons to. |
data |
sf/sp point/polygon data to add to the map. |
color |
Object representing the color. Can be of class integer, character with color names, HEX codes or random characters, factor, matrix, data.frame, list, json or formula. See the examples or makeColorMatrix for more information. |
opacity |
feature opacity. Numeric between 0 and 1. Note: expect funny results if you set this to < 1. |
group |
a group name for the feature layer. |
popup |
Object representing the popup. Can be of type character with column names, formula, logical, data.frame or matrix, Spatial, list or JSON. If the length does not match the number of rows in the dataset, the popup vector is repeated to match the dimension. |
label |
either a column name (currently only supported for polygons and polylines) or a character vector to be used as label. |
weight |
line width/thicknes in pixels for |
layerId |
the layer id |
src |
whether to pass data to the widget via file attachments. |
pane |
A string which defines the pane of the layer. The default is |
... |
Used to pass additional named arguments to |
fillColor |
fill color. |
fillOpacity |
fill opacity. |
radius |
point size in pixels. |
MULTILINESTRINGs are currently not supported! Make sure you cast your data
to LINETSRING first (e.g. using sf::st_cast(data, "LINESTRING")
.
MULTIPOLYGONs are currently not supported! Make sure you cast your data
to POLYGON first (e.g. using sf::st_cast(data, "POLYGON")
.
addGlPolylines()
: add polylines to a leaflet map using Leaflet.glify
addGlPoints()
: add points to a leaflet map using Leaflet.glify
addGlPolygons()
: add polygons to a leaflet map using Leaflet.glify
if (interactive()) { library(leaflet) library(leafgl) library(sf) storms = st_as_sf(atlStorms2005) cols = heat.colors(nrow(storms)) leaflet() %>% addProviderTiles(provider = providers$CartoDB.Positron) %>% addGlPolylines(data = storms, color = cols, popup = TRUE, opacity = 1) } if (interactive()) { library(leaflet) library(leafgl) library(sf) n = 1e5 df1 = data.frame(id = 1:n, x = rnorm(n, 10, 1), y = rnorm(n, 49, 0.8)) pts = st_as_sf(df1, coords = c("x", "y"), crs = 4326) cols = topo.colors(nrow(pts)) leaflet() %>% addProviderTiles(provider = providers$CartoDB.DarkMatter) %>% addGlPoints(data = pts, fillColor = cols, popup = TRUE) } if (interactive()) { library(leaflet) library(leafgl) library(sf) gadm = st_as_sf(gadmCHE) gadm = st_cast(gadm, "POLYGON") cols = grey.colors(nrow(gadm)) leaflet() %>% addProviderTiles(provider = providers$CartoDB.DarkMatter) %>% addGlPolygons(data = gadm, color = cols, popup = TRUE) }
if (interactive()) { library(leaflet) library(leafgl) library(sf) storms = st_as_sf(atlStorms2005) cols = heat.colors(nrow(storms)) leaflet() %>% addProviderTiles(provider = providers$CartoDB.Positron) %>% addGlPolylines(data = storms, color = cols, popup = TRUE, opacity = 1) } if (interactive()) { library(leaflet) library(leafgl) library(sf) n = 1e5 df1 = data.frame(id = 1:n, x = rnorm(n, 10, 1), y = rnorm(n, 49, 0.8)) pts = st_as_sf(df1, coords = c("x", "y"), crs = 4326) cols = topo.colors(nrow(pts)) leaflet() %>% addProviderTiles(provider = providers$CartoDB.DarkMatter) %>% addGlPoints(data = pts, fillColor = cols, popup = TRUE) } if (interactive()) { library(leaflet) library(leafgl) library(sf) gadm = st_as_sf(gadmCHE) gadm = st_cast(gadm, "POLYGON") cols = grey.colors(nrow(gadm)) leaflet() %>% addProviderTiles(provider = providers$CartoDB.DarkMatter) %>% addGlPolygons(data = gadm, color = cols, popup = TRUE) }
Check the length of the color vector. It must match the number of rows of the dataset.
checkDim(x, data)
checkDim(x, data)
x |
The color vector |
data |
The dataset |
Check the length of the popup vector. It must match the number of rows of the dataset.
checkDimPop(x, data)
checkDimPop(x, data)
x |
The popup vector |
data |
The dataset |
Clear all Glify features
clearGlLayers(map)
clearGlLayers(map)
map |
The map widget |
Use leafgl in shiny
leafglOutput(outputId, width = "100%", height = 400) renderLeafgl(expr, env = parent.frame(), quoted = TRUE)
leafglOutput(outputId, width = "100%", height = 400) renderLeafgl(expr, env = parent.frame(), quoted = TRUE)
outputId |
output variable to read from |
width , height
|
the width and height of the map |
expr |
An expression that generates an HTML widget |
env |
The environment in which to evaluate expr. |
quoted |
Is expr a quoted expression (with quote())? This is useful if you want to save an expression in a variable. |
See leaflet::leafletOutput for details.
renderLeafgl
is only exported for consistency. You can just as well
use leaflet::renderLeaflet (see example).
leafglOutput
on the other hand is needed as it will attach all
necessary dependencies.
A UI for rendering leafgl
A server function for rendering leafgl
if (interactive()) { library(shiny) library(leaflet) library(leafgl) library(sf) n = 1e4 df1 = data.frame(id = 1:n, x = rnorm(n, 10, 3), y = rnorm(n, 49, 1.8)) pts = st_as_sf(df1, coords = c("x", "y"), crs = 4326) m = leaflet() %>% addProviderTiles(provider = providers$CartoDB.DarkMatter) %>% addGlPoints(data = pts, group = "pts") %>% setView(lng = 10.5, lat = 49.5, zoom = 6) %>% addLayersControl(overlayGroups = "pts") ui <- fluidPage( leafglOutput("mymap") ) server <- function(input, output, session) { output$mymap <- renderLeaflet(m) } shinyApp(ui, server) }
if (interactive()) { library(shiny) library(leaflet) library(leafgl) library(sf) n = 1e4 df1 = data.frame(id = 1:n, x = rnorm(n, 10, 3), y = rnorm(n, 49, 1.8)) pts = st_as_sf(df1, coords = c("x", "y"), crs = 4326) m = leaflet() %>% addProviderTiles(provider = providers$CartoDB.DarkMatter) %>% addGlPoints(data = pts, group = "pts") %>% setView(lng = 10.5, lat = 49.5, zoom = 6) %>% addLayersControl(overlayGroups = "pts") ui <- fluidPage( leafglOutput("mymap") ) server <- function(input, output, session) { output$mymap <- renderLeaflet(m) } shinyApp(ui, server) }
Transform object to rgb color matrix
makeColorMatrix(x, data, palette, ...)
makeColorMatrix(x, data, palette, ...)
x |
Object representing the color. Can be of class integer, numeric, Date, POSIX*, character with color names or HEX codes, factor, matrix, data.frame, list, json or formula. |
data |
The dataset |
palette |
Name of a color palette. If |
... |
Passed to |
{ ## For Integer/Numeric/Factor makeColorMatrix(23L) makeColorMatrix(23) makeColorMatrix(as.factor(23)) ## For POSIXt / Date makeColorMatrix(as.POSIXlt(Sys.time(), "America/New_York"), NULL) makeColorMatrix(Sys.time(), NULL) makeColorMatrix(Sys.Date(), NULL) ## For matrix/data.frame makeColorMatrix(cbind(130,1,1), NULL) makeColorMatrix(matrix(1:99, ncol = 3, byrow = TRUE), data.frame(x=c(1:33))) makeColorMatrix(data.frame(matrix(1:99, ncol = 3, byrow = TRUE)), data.frame(x=c(1:33))) ## For characters testdf <- data.frame( texts = LETTERS[1:10], vals = 1:10, vals1 = 11:20 ) makeColorMatrix("red", testdf) makeColorMatrix("val", testdf) ## For formulaes makeColorMatrix(~vals, testdf) makeColorMatrix(~vals1, testdf) ## For JSON library(jsonify) makeColorMatrix(jsonify::to_json(data.frame(r = 54, g = 186, b = 1)), NULL) ## For Lists makeColorMatrix(list(1,2), data.frame(x=c(1,2))) }
{ ## For Integer/Numeric/Factor makeColorMatrix(23L) makeColorMatrix(23) makeColorMatrix(as.factor(23)) ## For POSIXt / Date makeColorMatrix(as.POSIXlt(Sys.time(), "America/New_York"), NULL) makeColorMatrix(Sys.time(), NULL) makeColorMatrix(Sys.Date(), NULL) ## For matrix/data.frame makeColorMatrix(cbind(130,1,1), NULL) makeColorMatrix(matrix(1:99, ncol = 3, byrow = TRUE), data.frame(x=c(1:33))) makeColorMatrix(data.frame(matrix(1:99, ncol = 3, byrow = TRUE)), data.frame(x=c(1:33))) ## For characters testdf <- data.frame( texts = LETTERS[1:10], vals = 1:10, vals1 = 11:20 ) makeColorMatrix("red", testdf) makeColorMatrix("val", testdf) ## For formulaes makeColorMatrix(~vals, testdf) makeColorMatrix(~vals1, testdf) ## For JSON library(jsonify) makeColorMatrix(jsonify::to_json(data.frame(r = 54, g = 186, b = 1)), NULL) ## For Lists makeColorMatrix(list(1,2), data.frame(x=c(1,2))) }
Transform object to popup
makePopup(x, data)
makePopup(x, data)
x |
Object representing the popup |
data |
The dataset |
Remove points from a map, identified by layerId;
removeGlPoints(map, layerId)
removeGlPoints(map, layerId)
map |
The map widget |
layerId |
The layerId to remove |
Remove polygons from a map, identified by layerId;
removeGlPolygons(map, layerId)
removeGlPolygons(map, layerId)
map |
The map widget |
layerId |
The layerId to remove |
Remove lines from a map, identified by layerId;
removeGlPolylines(map, layerId)
removeGlPolylines(map, layerId)
map |
The map widget |
layerId |
The layerId to remove |