From a842e2a650efd8c79982d11abbc91abcf6e9d18d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Luise=20Quo=C3=9F?= Date: Fri, 13 Sep 2024 16:02:16 +0200 Subject: [PATCH] ebv_taxonomy_app: continue time-slider, quantiles --- .gitignore | 1 - DESCRIPTION | 1 + NAMESPACE | 3 + R/ebv_read.R | 5 +- R/ebv_taxonomy_app.R | 4 + R/ebv_utils.R | 28 +++++ inst/shiny/server.R | 227 ++++++++++++++++++++++++------------ inst/shiny/test_taxonomy.nc | Bin 8058104 -> 0 bytes inst/shiny/ui.R | 62 ++++++++-- 9 files changed, 246 insertions(+), 85 deletions(-) delete mode 100644 inst/shiny/test_taxonomy.nc diff --git a/.gitignore b/.gitignore index 122ff47..a8eadff 100644 --- a/.gitignore +++ b/.gitignore @@ -6,4 +6,3 @@ data-raw/ tests/testdata/ to-dos.md -test_taxonomy.nc diff --git a/DESCRIPTION b/DESCRIPTION index 3dcc9e7..a3f5013 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -65,6 +65,7 @@ Imports: rhdf5, shiny, shinyFiles, + shinyWidgets, stringr, terra, tidyterra, diff --git a/NAMESPACE b/NAMESPACE index e6c57e1..6f43e2f 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -18,7 +18,10 @@ export(ebv_taxonomy_app) export(ebv_trend) export(ebv_write) exportClasses("EBV netCDF properties") +importFrom(bslib,bs_theme) importFrom(grDevices,colors) +importFrom(shinyFiles,shinyFilesButton) +importFrom(shinyWidgets,sliderTextInput) importFrom(stats,quantile) importFrom(utils,capture.output) importFrom(utils,head) diff --git a/R/ebv_read.R b/R/ebv_read.R index df1ddc4..a16ff9e 100644 --- a/R/ebv_read.R +++ b/R/ebv_read.R @@ -262,7 +262,10 @@ ebv_read <- function(filepath, datacubepath = NULL, entity=NULL, timestep=1, #set nodata value - h5array <- terra::classify(h5array, cbind(fillvalue, NA)) + # print(fillvalue) + if(!is.na(fillvalue)){ + h5array <- terra::classify(h5array, cbind(fillvalue, NA)) + } } } else { diff --git a/R/ebv_taxonomy_app.R b/R/ebv_taxonomy_app.R index e3c78a7..52d17bf 100644 --- a/R/ebv_taxonomy_app.R +++ b/R/ebv_taxonomy_app.R @@ -5,6 +5,10 @@ #' #' @note Works with all EBV netCDFs created with #' [ebvcube::ebv_create_taxonomy()]. +#' +#' @importFrom shinyWidgets sliderTextInput +#' @importFrom shinyFiles shinyFilesButton +#' @importFrom bslib bs_theme #' @export ebv_taxonomy_app <- function() { shiny::runApp(appDir = system.file('shiny', package='ebvcube')) diff --git a/R/ebv_utils.R b/R/ebv_utils.R index 48bcf12..5dd0904 100644 --- a/R/ebv_utils.R +++ b/R/ebv_utils.R @@ -984,3 +984,31 @@ ebv_i_p <- function(row){ replacement = "", x = paste0(row, collapse=''))) } + +#' Read time integers and turn into dates used for +#' shiny app +#' +#' @return Vector of strings (ISO-formatted dates) +#' @noRd +ebv_i_get_dates <- function(hdf){ + #read time integers and turn into dates + add <- 40177 + time_data <- suppressWarnings(rhdf5::h5read(hdf, 'time')) + dates <- as.Date(time_data - add, origin = '1970-01-01') + #get time resolution + res <-ebv_i_read_att(hdf, 'time_coverage_resolution', FALSE) + #modify date + if(res!='Irregular'){ + y <- stringr::str_split(stringr::str_remove(res, 'P')[[1]], '-')[[1]][1] + m <- stringr::str_split(stringr::str_remove(res, 'P')[[1]], '-')[[1]][2] + d <- stringr::str_split(stringr::str_remove(res, 'P')[[1]], '-')[[1]][3] + if(d == '00' && m == '00'){ + time_natural <- strtrim(dates, 4) + # time_natural <- gsub("-.*", "", time_natural) + } else if(d == '00'){ + time_natural <- strtrim(dates, 7) + } + } + names(dates) <- time_natural + return(dates) +} diff --git a/inst/shiny/server.R b/inst/shiny/server.R index e8528ca..e4bbd32 100644 --- a/inst/shiny/server.R +++ b/inst/shiny/server.R @@ -1,6 +1,6 @@ #' Builds the server for ebv_taxonomy_app #' @noRd -verbose = TRUE +verbose <- TRUE function(input, output, session) { #on stop---- @@ -20,7 +20,7 @@ function(input, output, session) { }) #load netCDF data---- - shiny::observeEvent(input$load_netcdf,{ + shiny::observeEvent(input$load_netcdf, { if(!is.null(input$load_netcdf)){ #clean output UI output$ui_title2 <- renderUI(NULL) @@ -32,6 +32,11 @@ function(input, output, session) { output$ui_title <- renderUI(NULL) output$select_pane <- renderUI(NULL) output$plot_map <- renderPlot(NULL) + output$txt_date <- renderUI(NULL) + output$txt_quantiles <- renderUI(NULL) + output$classes_quantiles <- renderUI(NULL) + output$classes <- renderUI(NULL) + output$daterange <- renderUI(NULL) #set reactive values ---- filepath <- shiny::reactiveValues() @@ -40,11 +45,14 @@ function(input, output, session) { taxonlevels_data <- c() entity_data <- shiny::reactiveValues() entity_data <- data.frame() - map_index <- shiny::reactiveValues() - map_index <- c(1) + map_index <- reactiveVal(1) ranges <- shiny::reactiveValues(x = NULL, y = NULL) title <- shiny::reactiveValues() datacubes <- shiny::reactiveValues() + current_date <- shiny::reactiveValues() + current_date <- 1 + timesteps <- shiny::reactiveValues() + s <- reactiveVal(c()) #close 'old' rhdf5 handles - just in case rhdf5::h5closeAll() @@ -52,21 +60,27 @@ function(input, output, session) { #get filepath shinyFiles::shinyFileChoose(input, "load_netcdf", roots = shinyFiles::getVolumes(), session = session) fileinfo <- shinyFiles::parseFilePaths(shinyFiles::getVolumes(), input$load_netcdf) + # print(fileinfo) if (nrow(fileinfo) > 0) { + print('new filepath') #open file filepath <- fileinfo$datapath hdf <- rhdf5::H5Fopen(as.character(filepath)) - if(verbose){message(filepath, 'filepath when loading')} + if(verbose){message(filepath, ' - filepath when loading')} + + #get timesteps ---- + timesteps <- ebv_i_get_dates(hdf) #add title to pane ---- - title <- ebv_i_read_att(hdf, 'title', verbose=F) + title <- ebv_i_read_att(hdf, 'title', verbose=FALSE) output$ui_title <- shiny::renderUI({ shiny::span(shiny::renderText({paste0('Dataset: ', title)}), style="font-size:20px; font-weight: bold") }) - #add ebvcube selection ---- - datacubes <- ebv_datacubepaths(filepath, verbose=F) + #add datacube selection ---- + datacubes <- ebv_datacubepaths(fileinfo$datapath, verbose=FALSE) + print(datacubes) output$ui_datacube_txt <-shiny::renderUI({ shiny::span(shiny::renderText({paste0('Choose a datacube: ')}), style="font-size:20px; font-weight: bold") @@ -76,7 +90,7 @@ function(input, output, session) { cubes <- list() cubes[1:dim(datacubes)[1]] <- datacubes$datacubepaths if('scenario_names' %in% names(datacubes)){ - names(cubes) <- paste0(datacubes$scenario_names,': ', datacubes$metric_names) + names(cubes) <- paste0(datacubes$scenario_names, ': ', datacubes$metric_names) }else{ names(cubes) <- datacubes$metric_names } @@ -87,13 +101,12 @@ function(input, output, session) { '', width = '90.5%', choices = cubes, - multiple = F + selected = cubes[1], + multiple = FALSE ) }) - - #get taxoninfo if(verbose){message('-----------------------new netCDF-----------------------')} if(verbose){message('reading levels of the ebv netCDF')} @@ -128,7 +141,7 @@ function(input, output, session) { values <- c() - values <-apply(did_list_data[level,,], 1, ebv_i_p) + values <-apply(did_list_data[level, , ], 1, ebv_i_p) taxon_level <- rep.int(level, dims[2]) species_id <- 1:dims[2] @@ -139,7 +152,7 @@ function(input, output, session) { } if(verbose){message('done')} - entity_data <- entity_data[-1,] #remove first empty line (NA) + entity_data <- entity_data[-1, ] #remove first empty line (NA) rhdf5::H5Dclose(did_list) @@ -162,19 +175,19 @@ function(input, output, session) { taxon_levels <- rev(taxon_levels) #add empty selectizeInput - output = tagList() + output <- tagList() for (tax_lev in names(taxon_levels)){ id <- paste0(tax_lev, '_level') - output[[tax_lev]] <- shiny::selectizeInput(id, paste0('Choose a(n) ',tax_lev), + output[[tax_lev]] <- shiny::selectizeInput(id, paste0('Choose a(n) ', tax_lev), width='90.5%', choices = NULL, - multiple = F) + multiple = FALSE) } - shiny::div( class = "dynamicSI", #additional div to track changes + shiny::div(class = "dynamicSI", #additional div to track changes output ) @@ -187,15 +200,15 @@ function(input, output, session) { taxon_levels[taxonlevels_data] <- 1:length(taxonlevels_data) taxon_levels <- rev(taxon_levels) - for ( tax_lev in names(taxon_levels)){ + for (tax_lev in names(taxon_levels)){ input_levs <- list() - levs <- unique(entity_data[entity_data$taxon_level==taxon_levels[[tax_lev]],'values']) + levs <- unique(entity_data[entity_data$taxon_level==taxon_levels[[tax_lev]], 'values']) #put into named list for select input input_levs[levs] <- levs id <- paste0(tax_lev, '_level') - if(id != paste0(taxonlevels_data[1],'_level')){ + if(id != paste0(taxonlevels_data[1], '_level')){ input_levs[['All']] <- 'all' } id <- paste0(tax_lev, '_level') @@ -216,8 +229,8 @@ function(input, output, session) { #update SelectizeInput---- #https://stackoverflow.com/questions/40631788/shiny-observe-triggered-by-dynamicaly-generated-inputs shiny::observe({ - if (!is.null(input$lastSelectId) ) { - if(input$lastSelectId != paste0(taxonlevels_data[1],'_level')){ + if (!is.null(input$lastSelectId)) { + if(input$lastSelectId != paste0(taxonlevels_data[1], '_level')){ #get the ID of the select input that was changed select_id <- input$lastSelectId @@ -226,7 +239,7 @@ function(input, output, session) { if (length(entity_data) > 0) { if(verbose){message('----update selectInput')} - if(any(taxonlevels_data==stringr::str_remove(select_id, '_level') )){ + if(any(taxonlevels_data==stringr::str_remove(select_id, '_level'))){ #get taxon levels values: taxon_levels <- list() @@ -239,29 +252,29 @@ function(input, output, session) { selected_value <- input[[select_id]] if(verbose){message('selected value: ', selected_value)} - k = as.numeric(taxon_levels[tax_id]) + k <- as.numeric(taxon_levels[tax_id]) subset <- entity_data if(selected_value!='all'){ - subset_species <- subset[which(subset$taxon_level==as.character(k) & subset$values == selected_value),]$species_id - subset <- subset[subset$species_id%in%subset_species,] + subset_species <- subset[which(subset$taxon_level==as.character(k) & subset$values == selected_value), ]$species_id + subset <- subset[subset$species_id%in%subset_species, ] }else{ k_all <- k + 1 #make sure that k+1 never goes higher than the actual highest level if(k_all <= max(unlist(taxon_levels))){ - print('subset based on selection') + if(verbose){message('subset based on selection')} select_id_all <- paste0(names(taxon_levels[taxon_levels==k_all]), '_level') #get selected value of the level that is one higher, use that selection as basis for the next selection selected_value_all <- input[[select_id_all]] if(selected_value_all=='all'){ - print('not changing the subset') + if(verbose){message('not changing the subset')} }else{ - subset_species <- subset[which(subset$taxon_level==as.character(k+1) & subset$values == selected_value_all),]$species_id - subset <- subset[subset$species_id%in%subset_species,] + subset_species <- subset[which(subset$taxon_level==as.character(k+1) & subset$values == selected_value_all), ]$species_id + subset <- subset[subset$species_id%in%subset_species, ] } }else{ - print('include all') + if(verbose){message('include all')} } } @@ -271,13 +284,13 @@ function(input, output, session) { #get data for selectInput below input_levs <- list() - levs <- unique(subset[subset$taxon_level==k,'values']) + levs <- unique(subset[subset$taxon_level==k, 'values']) #put into named list for select input input_levs[levs] <- levs update_id <- paste0(names(rev(taxon_levels))[k], '_level') - if(update_id != paste0(taxonlevels_data[1],'_level')){ + if(update_id != paste0(taxonlevels_data[1], '_level')){ input_levs[['All']] <- 'all' } @@ -300,52 +313,106 @@ function(input, output, session) { }) + #action plot map button---- + shiny::observeEvent(input$button_map, { + #create quantile slider---- + output$txt_quantiles <- shiny::renderUI({ + shiny::span('Set amount of quantiles (max=20):', style="font-size:16px") + }) + output$classes_quantiles<- shiny::renderUI({ + shiny::numericInput('classes', '', + value=10, min=1, max=20) + }) - - #plot map button---- - shiny::observeEvent(input$button_map,{ if(verbose){message('----plot map')} #else there is an error when you load another netcdf - old value sticks there - if((any(taxonlevels_data==stringr::str_remove(input$lastSelectId, '_level') ) | is.null(input$lastSelectId)) & - file.exists(filepath) & stringr::str_ends(file.path(getwd(),filepath), '.nc')){ + if((any(taxonlevels_data==stringr::str_remove(input$lastSelectId, '_level')) | is.null(input$lastSelectId)) & + file.exists(filepath) & stringr::str_ends(file.path(getwd(), filepath), '.nc')){ if(verbose){message('current filepath: ', filepath)} #get map index for plotting - map_index <- which(entity_data[entity_data$taxon_level==1,'values']== input[[paste0(taxonlevels_data[1],'_level')]]) - if(verbose){message('mapindex: ', map_index)} + map_index(which(entity_data[entity_data$taxon_level==1, 'values']== input[[paste0(taxonlevels_data[1], '_level')]])) + + #create date slider ---- + if(length(timesteps)>1){ + output$txt_date <- shiny::renderUI({ + shiny::span('Choose the date:', style="font-size:16px") + }) + output$timeslider<-renderUI({ + shinyWidgets::sliderTextInput(inputId = 'daterange', + label = "", + choices = timesteps, + selected = timesteps[1], + grid = TRUE) + }) + }else{ + #just print date if only one date + output$txt_date <- shiny::renderUI({ + shiny::span(shiny::HTML(paste0('Single date: ', timesteps[1])), style="font-size:16px") + }) + current_date <- as.character(timesteps[1]) + } + - if(length(map_index)>0){ + if(verbose){message('mapindex: ', map_index())} + if(length(map_index())>0){ - #create plot + #create plot ---- output$plot_map <- shiny::renderPlot({ - #get boundary data (ebvcube package) - data("world_boundaries") - borders <- terra::vect(world_boundaries, geom='geometry',crs='EPSG:4326') + borders <- terra::vect(world_boundaries, geom='geometry', crs='EPSG:4326') + if(length(timesteps)>1){ + req(input$daterange) + current_date <- input$daterange + } datacubepath <- input$select_datacube if(verbose){message('read data for cube: ', datacubepath)} - data.raster <- ebv_read(filepath, datacubepath, entity=map_index, timestep = 1, + data.raster <- ebv_read(filepath, datacubepath, entity=map_index(), timestep = current_date, type='r', ignore_RAM=TRUE, verbose=FALSE) - #check color - mini <- suppressWarnings(min(terra::as.array(data.raster), na.rm=T)) - maxi <- suppressWarnings(max(terra::as.array(data.raster), na.rm=T)) + #calculate quantiles ---- + observeEvent(c(input$classes, input$select_datacube), { + datacubepath <- input$select_datacube + if(length(map_index())>0 & !is.null(input$classes)){ + print('calculating quantiles 1') + data.all <- rhdf5::h5read(file = as.character(fileinfo$datapath), + name = datacubepath, + index = list(NULL, NULL, NULL, map_index())) + s(as.numeric(stats::quantile(data.all, probs = seq(0, 1, (1/input$classes)), na.rm=TRUE))) + # print(s) + } + + }) + + #define color 1---- + mini <- suppressWarnings(min(terra::as.array(data.raster), na.rm=TRUE)) + maxi <- suppressWarnings(max(terra::as.array(data.raster), na.rm=TRUE)) if(mini==-Inf|mini== Inf|maxi== Inf|maxi==-Inf){ - plot <- terra::plot(data.raster, fun=function()lines(borders)) + plot <- terra::plot(data.raster, fun=function()terra::lines(borders)) }else{ if(mini==maxi){ + #single value---- + output$txt_quantiles <- shiny::renderUI({ + shiny::span(shiny::HTML(paste0('Single value: ', mini)), style="font-size:16px") + }) col_def <- 'aquamarine4' + output$classes_quantiles <- NULL + s(NULL) }else{ - col_def <- grDevices::colorRampPalette(c("cornflowerblue",'lemonchiffon1', "brown2"))(10) + if (mini<0 && maxi>0){ + col_def <- colorRampPalette(c("cornflowerblue", 'lemonchiffon1', "brown2"))(input$classes) + } else { + col_def <- colorRampPalette(c("#ffffcc", "#c2e699", '#78c679', "#238443"))(input$classes) + } } if(verbose){message('generate plot')} - plot <- terra::plot(data.raster,col=col_def, - #breaks = seq(0,1,0.125), + plot <- terra::plot(data.raster, col=col_def, + breaks = s(), fun=function()terra::lines(borders)) } @@ -354,9 +421,11 @@ function(input, output, session) { }) #create description text---- + print('here') + print(filepath) f <- filepath - if(file.exists(f) & stringr::str_ends(file.path(getwd(),f), '.nc')){ + if(file.exists(f) & stringr::str_ends(file.path(getwd(), f), '.nc')){ if(verbose){message('create description')} prop <- ebv_properties(f, input$select_datacube, verbose=FALSE) @@ -373,11 +442,11 @@ function(input, output, session) { output$ui_metric <-shiny::renderUI({ metric_name <- datacubes$metric_names[datacubes$datacubepaths==input$select_datacube] - shiny::span(shiny::HTML(paste0('Metric: ', metric_name, ' (', prop@ebv_cube$units,')')), style="font-size:16px") + shiny::span(shiny::HTML(paste0('Metric: ', metric_name, ' (', prop@ebv_cube$units, ')')), style="font-size:16px") }) output$ui_entity <- shiny::renderUI({ - shiny::span(shiny::HTML(paste0('Entity: ', prop@general$entity_names[map_index])), style="font-size:16px") + shiny::span(shiny::HTML(paste0('Entity: ', prop@general$entity_names[map_index()])), style="font-size:16px") }) } @@ -390,20 +459,19 @@ function(input, output, session) { #add help description text output$ui_map_help <- shiny::renderUI({ shiny::span(shiny::HTML("How-To Zoom:
- Draw a rectangle over the area you want to zoom in on. Then double - -click on that area. If you want to zoom out to the global extent, - simply double-click on the map." - ), style="font-size:16px;" ) + Draw a rectangle over the area you want to zoom in on. Then double-click on that area. + If you want to zoom out to the global extent, simply double-click on the map." + ), style="font-size:16px;") }) #end observe plot button }) #https://stackoverflow.com/questions/44131861/shiny-ggplot2-plotoutput-zoom-floating-geom-text-position + #action when zoom---- shiny::observeEvent(input$plot1_dblclick, { if(verbose){message('zoom')} brush <- input$plot1_brush - #print(brush) if (!is.null(brush)) { ranges$x <- c(brush$xmin, brush$xmax) ranges$y <- c(brush$ymin, brush$ymax) @@ -413,31 +481,46 @@ function(input, output, session) { } #get map index for plotting - map_index <- which(entity_data[entity_data$taxon_level==1,'values']== input[[paste0(taxonlevels_data[1],'_level')]]) + map_index(which(entity_data[entity_data$taxon_level==1, 'values']== input[[paste0(taxonlevels_data[1], '_level')]])) output$plot_map <- shiny::renderPlot({ - data("world_boundaries") - borders <- terra::vect(world_boundaries, geom='geometry',crs='EPSG:4326') + # data("world_boundaries") + borders <- terra::vect(world_boundaries, geom='geometry', crs='EPSG:4326') + # if(verbose){message(timesteps)} + if(length(timesteps)>1){ + req(input$daterange) + current_date <- input$daterange + } datacubepath <- input$select_datacube - data.raster <- ebv_read(filepath, datacubepath, entity=map_index, timestep = 1, + data.raster <- ebv_read(filepath, datacubepath, entity=map_index(), timestep = current_date, type='r', ignore_RAM=TRUE, verbose=FALSE) - #check color - mini <- suppressWarnings(min(terra::as.array(data.raster), na.rm=T)) - maxi <- suppressWarnings(max(terra::as.array(data.raster), na.rm=T)) + #define color 2---- + mini <- suppressWarnings(min(terra::as.array(data.raster), na.rm=TRUE)) + maxi <- suppressWarnings(max(terra::as.array(data.raster), na.rm=TRUE)) if(mini==-Inf|mini== Inf|maxi== Inf|maxi==-Inf){ plot <- terra::plot(data.raster, fun=function()terra::lines(borders)) }else{ if(mini==maxi){ + #single value---- + output$txt_quantiles <- shiny::renderUI({ + shiny::span(shiny::HTML(paste0('Single value: ', mini)), style="font-size:16px") + }) col_def <- 'aquamarine4' + output$classes_quantiles <- NULL + s(NULL) }else{ - col_def <- grDevices::colorRampPalette(c("cornflowerblue",'lemonchiffon1', "brown2"))(10) + if (mini<0 && maxi>0){ + col_def <- colorRampPalette(c("cornflowerblue", 'lemonchiffon1', "brown2"))(input$classes) + } else { + col_def <- colorRampPalette(c("#ffffcc", "#c2e699", '#78c679', "#238443"))(input$classes) + } } if(verbose){message('generate plot')} - plot <- terra::plot(data.raster,col=col_def, - #breaks = seq(0,1,0.125), + plot <- terra::plot(data.raster, col=col_def, fun=function()terra::lines(borders), + breaks = s(), xlim = ranges$x, ylim = ranges$y) } plot diff --git a/inst/shiny/test_taxonomy.nc b/inst/shiny/test_taxonomy.nc deleted file mode 100644 index 6b8805c487c5615bbb855a14843a35698b623118..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 8058104 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z?78S1suei32d6`qu-BjpXz~3B+G5wv0(~Pavtn4hyu6Gmi}Dz z%<%>TR&sp4!on`daG)Xr*3&>8w@e9Mqfmw_GfJiX$hzrJA?n%b;{wy*X=y8o;3pS<_M*KgyV%B2- diff --git a/inst/shiny/ui.R b/inst/shiny/ui.R index 074bdc6..e7373de 100644 --- a/inst/shiny/ui.R +++ b/inst/shiny/ui.R @@ -11,7 +11,7 @@ fluidPage( #get netCDF shinyFiles::shinyFilesButton("load_netcdf", "Load netCDF", - 'Select the EBV netCDF you want to look at.', + 'Select the EBV netCDF.', multiple=FALSE, filetype=list(netCDF = '*.nc')), #some space @@ -52,23 +52,49 @@ fluidPage( style="margin-bottom:20px;" ), + # #describe elements in plot + # shiny::uiOutput('ui_title2'), + # shiny::uiOutput('ui_scenario'), + # shiny::uiOutput('ui_metric'), + # shiny::uiOutput('ui_entity'), + #describe elements in plot - shiny::uiOutput('ui_title2'), - shiny::uiOutput('ui_scenario'), - shiny::uiOutput('ui_metric'), - shiny::uiOutput('ui_entity'), + fluidRow( + #empty column + column(1, ), + #description column + column(6, + #description + uiOutput('ui_title2'), + uiOutput('ui_scenario'), + uiOutput('ui_metric'), + uiOutput('ui_entity'), + #some space + tags$div( + style="margin-bottom:15px;" + ), + fluidRow(#text time slider & quantiles + column(6, uiOutput("txt_date")), + column(4, uiOutput('txt_quantiles')) + ), + fluidRow(#time slider & quantile selection + column(6, uiOutput("timeslider")), + column(2, uiOutput('classes_quantiles')) + ), + + ), + ), shiny::fluidRow( #map - shiny::column(8, plotOutput("plot_map",# width='900px', - #height = '500px', + shiny::column(8, plotOutput("plot_map", click="plot_click", dblclick = "plot1_dblclick", brush = shiny::brushOpts(id = "plot1_brush", resetOnNew = TRUE)) ), - #help text for map - shiny::column(1, shiny::uiOutput('ui_map_help') - ) + # #help text for map + # shiny::column(1, shiny::uiOutput('ui_map_help') + # ) ), @@ -76,5 +102,19 @@ fluidPage( Shiny.onInputChange('lastSelectId',this.id); // to report changes on the same selectInput Shiny.onInputChange('lastSelect', Math.random()); - });") + });"), + + fluidRow( + #empty column + column(1, ), + column(8, + #zoom explanation + uiOutput('ui_map_help') + ) + ), + + #some space + tags$div( + style="margin-bottom:25px;" + ) )

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