我试图模仿或弄清楚与 LeafletProxy 类似的功能如何在 Shiny 应用程序(flexdashboard)内的 mapview 包中工作。这个想法是我有一个参数化的数据库查询,它根据用户输入获取一个 sf 数据集(约 4200 个多边形),然后在 mapview 中绘图。但是,似乎每次完成此操作时都会重新绘制整个地图?
下面是一个使用默认 franconia 数据集和闪亮输入来控制线条不透明度的可重现示例。我还包括我的代码(已注释掉)以展示如何按预期使用它的示例(即基于数据库获取动态重绘多边形层)
有没有办法在闪亮的情况下绘制一次所有背景地图样式的“基础”地图,然后只在检索到新的多边形数据时重新绘制它们?
谢谢!
---
title: "MRE"
output:
flexdashboard::flex_dashboard:
orientation: columns
vertical_layout: fill
runtime: shiny
---
```{r setup, include=FALSE}
library(flexdashboard)
library(mapview)
library(shiny)
library(leaflet)
#library(RSQLite)
#library(sf)
```
Sidebar {.sidebar}
-----------------------------------------------------------------------
```{r}
# This is shiny input that will trigger entire map redraw
sliderInput("gridlines", "Grid Line Opacity", 0, 1, 0, step = 0.1, ticks = FALSE)
```
```{r}
### THIS IS MY ACTUAL CODE...For reference
# sp_grid <- reactive({
# db <- "../data/modeldata.db"
# con <- dbConnect(SQLite(), db )
#
# # set the sql based on user input
# sql <- 'SELECT id, Time,Cell_I, Cell_J, Cell_K, Cell_Botdepth_M, Zmax, Salinity, WKT_GEOMETRY
# FROM vwGridTK
# WHERE Time = :time
# AND Cell_K = :layer'
#
# df.grid <- dbGetQuery(con, sql, params = list(time = 0,
# layer = 1))
# dbDisconnect(con)
#
# st_as_sf(df.grid, wkt = "WKT_GEOMETRY") %>% st_set_crs(4326)
#
# })
```
Column {data-width=500}
-----------------------------------------------------------------------
### Reproducible Example
NOTE the shiny input to control opacity
```{r}
renderLeaflet({
m <- mapview(franconia, zcol = "district", alpha = input$gridlines)
m@map
})
```
Column {data-width=500}
-----------------------------------------------------------------------
### My Example
```{r}
# renderLeaflet({
# m <- mapview(sp_grid(), zcol = "Salinity",
# legend = TRUE, alpha = input$gridlines)
#
# m@map
#
# })
```