manipulateWidget/0000755000176200001440000000000015131451072013554 5ustar liggesusersmanipulateWidget/tests/0000755000176200001440000000000015126675445014736 5ustar liggesusersmanipulateWidget/tests/testthat/0000755000176200001440000000000015131451072016556 5ustar liggesusersmanipulateWidget/tests/testthat/test-on_done.R0000644000176200001440000000267315126746410021316 0ustar liggesusers# context("onDone") # # describe("onDone", { # it ("stops the shiny gadget and returns a htmlwidget", { # with_mock( # `shiny::stopApp` = function(x) { # print("Stop gadget") # x # }, # { # inputs <- initInputEnv(list(x1 = mwText("value1"), x2 = mwSelect(1:3))) # expr <- expression(combineWidgets(paste(x1, x2))) # controller <- MWController(expr, inputs)$init() # # expect_output(res <- onDone(controller), "Stop gadget") # expect_is(res, "htmlwidget") # expect_equal(length(res$widgets), 1) # expect_equal(res$widgets[[1]], "value1 1") # } # ) # }) # # it ("returns a combined widget if comparison", { # suppressWarnings({with_mock( # `shiny::stopApp` = function(x) { # print("Stop gadget") # x # }, # { # compare <- list(x2 = list(1, 2, 3)) # inputs <- initInputEnv(list(x1 = mwText("value1"), x2 = mwSelect(1:3)), # compare = compare, ncharts = 3) # expr <- expression(paste(x1, x2)) # controller <- MWController(expr, inputs)$init() # expect_output(res <- onDone(controller), "Stop gadget") # expect_is(res, "combineWidgets") # expect_equal(length(res$widgets), 3) # for (i in 1:3) { # expect_equal(res$widgets[[i]]$widgets[[1]], paste("value1", compare$x2[[i]])) # } # } # )}) # }) # # }) manipulateWidget/tests/testthat/test-inputs.R0000644000176200001440000000436315126675445021226 0ustar liggesuserscontext("Shiny inputs") # Slider test_input(mwSlider(0, 10, 0), c(5, -20, 20), c(5, 0, 10)) # Slider with two values test_input( mwSlider(0, 10, 0), list(c(5, 7), c(-20, 20), c(-20, 5), c(5, 20)), list(c(5, 7), c(0, 10), c(0, 5), c(5, 10)) ) # Text test_input(mwText(), list("1", 1, NULL), list("1", "1", "")) # Numeric test_input(mwNumeric(0), list(5, -20, 20, NULL, "a"), list(5, -20, 20, NULL, NULL)) test_input(mwNumeric(0, min = 0, max = 10), c(5, -20, 20), c(5, 0, 10)) # Password test_input(mwPassword(), list("1", 1, NULL), list("1", "1", "")) # Select test_input(mwSelect(1:4), list(1, 2, 5, NULL), list(1, 2, 1, 1)) test_input( mwSelect(1:4, multiple = TRUE), list(1, 5, 3:5), list(1, integer(0), 3:4) ) # Select where choices have distinct label and values test_input( mwSelect(list(a = 1, b = 2)), list(1, 2, 5, NULL), list(1, 2, 1, 1) ) test_input( mwSelect(list(a = 1, b = 2), multiple = TRUE), list(1, 2, 5, 1:3), list(1, 2, integer(0), 1:2) ) # Checkbox test_input( mwCheckbox(), list(TRUE, FALSE, NULL, NA, "test"), list(TRUE, FALSE, FALSE, FALSE, FALSE) ) # Radio buttons test_input(mwRadio(1:4), list(1, 2, 5, NULL), list(1, 2, 1, 1)) test_input( mwRadio(list(a = 1, b = 2)), list(1, 2, 5, NULL), list(1, 2, 1, 1) ) # Date picker test_input( mwDate(), list(Sys.Date(), "2017-01-01", NULL), list(Sys.Date(), as.Date("2017-01-01"), Sys.Date()) ) # Date with min and max dates test_input( mwDate(min = "2017-01-01", max = "2017-12-31"), list("2017-06-01", "2016-06-01", "2018-06-01"), list(as.Date("2017-06-01"), as.Date("2017-01-01"), as.Date("2017-12-31")) ) # Date range defaultRange <- c(Sys.Date(), Sys.Date()) test_input( mwDateRange(), list(defaultRange, as.character(defaultRange), NULL), list(defaultRange, defaultRange, defaultRange) ) # Date range with min and max dates test_input( mwDateRange(min = "2017-01-01", max = "2017-12-31"), list(c("2016-01-01", "2018-01-01")), list(as.Date(c("2017-01-01", "2017-12-31"))) ) # Checkbox group test_input( mwCheckboxGroup(1:4), list(1, 5, 3:5), list(1, integer(0), 3:4) ) test_input( mwCheckboxGroup(list(a = 1, b = 2)), list(1, 2, 5, 1:3), list(1, 2, integer(0), 1:2) ) # Groups of input test_input(mwGroup(a = mwText(), b = mwText())) manipulateWidget/tests/testthat/test-input_list_class.R0000644000176200001440000001426315126675445023263 0ustar liggesuserscontext("InputList class") describe("InputList", { it ("correctly updates values when an input value changes", { inputs <- list(x = mwSlider(0, 10, 5), y = mwSlider(x, 10, 0)) inputs <- initAllInputs(inputs, initEnv(parent.frame(), 1)) inputList <- InputList(inputs)$init() expect_equal(inputList$getInputById("output_1_y")$value, 5) inputList$setValue(inputId = "output_1_x", value = 7) expect_equal(inputList$getInputById("output_1_x")$value, 7) }) it("detects dependencies between inputs", { inputs <- list( x = mwSlider(0, 10, 5), y = mwSlider(x, 10, 0, .display = z > 3), z = mwSlider(0, x, 0) ) inputs <- initAllInputs(inputs, initEnv(parent.frame(), 1)) inputList <- InputList(inputs)$init() expect_equal(inputList$getDeps(inputList$getInputById("output_1_x")), list(params = character(), display = character())) expect_length(inputList$getInputById("output_1_y")$revDeps, 0) expect_equal(inputList$getDeps(inputList$getInputById("output_1_y")), list(params = "output_1_x", display = "output_1_z")) expect_equal(inputList$getInputById("output_1_x")$revDeps, c("output_1_y", "output_1_z")) expect_equal(inputList$getInputById("output_1_z")$displayRevDeps, c("output_1_y")) }) inputs <- list(x = mwSlider(0, 10, 5), y = mwSlider(0, 10, 0)) inputs2 <- list(x = mwSlider(0, 10, 6), y = mwSlider(0, 10, 1)) inputs <- c( initAllInputs(list(shared = mwText("test")), initEnv(parent.frame(), 0)), initAllInputs(inputs, initEnv(parent.frame(), 1)), initAllInputs(inputs2, initEnv(parent.frame(), 2)) ) inputList <- InputList(inputs)$init() it ("gets and updates an input by name and chartId", { # Get Input # Individual inputs expect_equal(inputList$getInput("x", 1)$value, 5) expect_equal(inputList$getInput("x", 2)$value, 6) # Shared inputs expect_equal(inputList$getInput("shared", 1)$value, "test") expect_equal(inputList$getInput("shared", 2)$value, "test") # Get input value # Individual inputs expect_equal(inputList$getValue("x", 1), 5) expect_equal(inputList$getValue("x", 2), 6) # Shared inputs expect_equal(inputList$getValue("shared", 1), "test") expect_equal(inputList$getValue("shared", 2), "test") # Update input value # Individual inputs expect_equal(inputList$setValue("x", 4, 1), 4) expect_equal(inputList$setValue("x", 5, 2), 5) expect_equal(inputList$getValue("x", 1), 4) expect_equal(inputList$getValue("x", 2), 5) # Shared inputs expect_equal(inputList$setValue("shared", "test1", 1), "test1") expect_equal(inputList$getValue("shared", 1), "test1") expect_equal(inputList$setValue("shared", "test2", 1), "test2") expect_equal(inputList$getValue("shared", 2), "test2") it ("gets all values for one chart", { for (i in 1:2) { values <- inputList$getValues(i) expect_is(values, "list") expect_named(values, c("shared", "x", "y"), ignore.order = TRUE) for (n in c("shared", "x", "y")) { expect_equal(values[[n]], inputList$getValue(n, i)) } } }) it ("indicates if an input is shared or not", { expect_true(inputList$isShared("shared")) expect_true(! inputList$isShared("x")) expect_true(! inputList$isShared("y")) }) it ("does not modify values until it is initialized", { inputs <- list(x = mwSlider(0, 10, 5), y = mwSlider(x, 10, 0)) inputs <- initAllInputs(inputs, initEnv(parent.frame(), 1)) inputList <- InputList(inputs) expect_equal(inputList$getInputById("output_1_y")$value, 0) inputList$setValue(inputId = "output_1_x", value = 7) expect_equal(inputList$getInputById("output_1_y")$value, 0) inputList$init() expect_equal(inputList$getInputById("output_1_y")$value, 7) inputList$setValue(inputId = "output_1_x", value = 8) expect_equal(inputList$getInputById("output_1_y")$value, 8) }) it ("can add an input", { e <- initEnv(parent.frame(), 1) inputs <- list(x = mwSlider(0, 10, 5), y = mwSlider(x, 10, 0)) inputs <- initAllInputs(inputs, e) inputList <- InputList(inputs[1])$init() inputList$addInputs(inputs[2]) expect_equal(inputList$getInputById("output_1_y")$value, 5) inputList$setValue(inputId = "output_1_x", value = 7) expect_equal(inputList$getInputById("output_1_y")$value, 7) values <- inputList$getValues(1) expect_is(values, "list") expect_named(values, c("x", "y"), ignore.order = TRUE) for (n in c("x", "y")) { expect_equal(values[[n]], inputList$getValue(n, 1)) } }) it ("can add a group of inputs", { e <- initEnv(parent.frame(), 1) inputs <- list(x = mwSlider(0, 10, 5), grp = mwGroup(y = mwSlider(x, 10, 0))) initInputEnv(inputs, e) inputList <- InputList(inputs[1])$init() inputList$addInputs(inputs[2]) expect_equal(nrow(inputList$inputTable), 3) expect_equal(sort(inputList$inputTable$name), c("grp", "x", "y")) }) it ("can remove an input", { e <- initEnv(parent.frame(), 1) inputs <- list(x = mwSlider(0, 10, 5), y = mwSlider(x, 10, 0)) inputs <- initAllInputs(inputs, e) inputList <- InputList(inputs)$init() inputList$removeInput("y", 1) expect_null(inputList$getInputById("output_1_y")) expect_length(inputList$getInputById("output_1_x")$revDeps, 0) expect_silent(inputList$setValue(inputId = "output_1_x", value = 7)) values <- inputList$getValues(1) expect_equal(values, list(x = 7)) }) it ("can remove a group of inputs", { e <- initEnv(parent.frame(), 1) inputs <- list(x = mwSlider(0, 10, 5), grp = mwGroup(y = mwSlider(x, 10, 0))) inputs <- initAllInputs(inputs, e) inputList <- InputList(inputs)$init() inputList$removeInput("grp", 1) expect_null(inputList$getInputById("output_1_y")) expect_null(inputList$getInputById("output_1_grp")) expect_length(inputList$getInputById("output_1_x")$revDeps, 0) expect_silent(inputList$setValue(inputId = "output_1_x", value = 7)) values <- inputList$getValues(1) expect_equal(values, list(x = 7)) }) }) }) manipulateWidget/tests/testthat/test-mwModuleUI.R0000644000176200001440000000124415126675445021726 0ustar liggesuserscontext("mwModuleUI function") describe("mwModuleUI function", { it("Correct mwModuleUI", { # missing id expect_error(mwModuleUI()) # default def_mw_ui <- mwModuleUI(id = "def") expect_is(def_mw_ui, "shiny.tag.list") expect_equal(def_mw_ui[[2]]$name, "div") expect_equal(def_mw_ui[[2]]$attribs$id, "def-ui") expect_true(grepl("border", def_mw_ui[[2]]$attribs$class)) # parameters def_mw_ui <- mwModuleUI(id = "def", border = FALSE) expect_false(grepl("border", def_mw_ui[[2]]$attribs$class)) def_mw_ui <- mwModuleUI(id = "def", height = "100%") expect_true(grepl("height:100%", def_mw_ui[[2]]$attribs$style)) }) }) manipulateWidget/tests/testthat/test-manipulate_widget.R0000644000176200001440000000751715126675445023412 0ustar liggesuserscontext("manipulateWidget") describe("manipulateWidget", { it("returns an uninitialized MWController in a non interactive situation", { c <- manipulateWidget( paste(a, b), a = mwSelect(c("a", "b", "c")), b = mwText("test"), .compare = "a", .runApp = FALSE ) expect_true(!c$initialized) }) it("creates two charts when .compare is a character vector", { c <- manipulateWidget( paste(a, b), a = mwSelect(c("a", "b", "c")), b = mwText("test"), .compare = "a", .runApp = FALSE ) c$init() expect_equal(c$ncharts, 2) expect_equal(c$getValue("a", 1), "a") expect_equal(c$getValue("a", 2), "a") }) it("creates two charts when .compare is a named list with null values", { c <- manipulateWidget( paste(a, b), a = mwSelect(c("a", "b", "c")), b = mwText("test"), .compare = list(a = NULL), .runApp = FALSE ) c$init() expect_equal(c$ncharts, 2) expect_equal(c$getValue("a", 1), "a") expect_equal(c$getValue("a", 2), "a") }) it("sets different values when .compare is a named list with non null values", { c <- manipulateWidget( paste(a, b), a = mwSelect(c("a", "b", "c")), b = mwText("test"), .compare = list(a = list("a", "b")), .runApp = FALSE ) c$init() expect_equal(c$ncharts, 2) expect_equal(c$getValue("a", 1), "a") expect_equal(c$getValue("a", 2), "b") expect_equal(c$charts[[1]]$widgets[[1]], "a test") expect_equal(c$charts[[2]]$widgets[[1]], "b test") }) it ("creates more than two charts", { c <- manipulateWidget( paste(a, b), a = mwSelect(c("a", "b", "c")), b = mwText("test"), .compare = list(a = list("a", "b", "c")), .compareOpts = compareOptions(ncharts = 3), .runApp = FALSE ) c$init() expect_equal(c$ncharts, 3) expect_equal(c$getValue("a", 1), "a") expect_equal(c$getValue("a", 2), "b") expect_equal(c$getValue("a", 2), "b") expect_equal(c$charts[[1]]$widgets[[1]], "a test") expect_equal(c$charts[[2]]$widgets[[1]], "b test") expect_equal(c$charts[[3]]$widgets[[1]], "c test") }) it ("updates dynamic inputs", { c <- manipulateWidget( x + y, x = mwSlider(0, 10, 5), y = mwSlider(0, x, 4), .runApp = FALSE ) c$init() expect_equal(c$getParams("y")$max, 5) c$setValue("x", 3) expect_equal(c$getParams("y")$max, 3) expect_equal(c$getValue("y"), 3) }) it ("conditionally shows/hides inputs", { c <- manipulateWidget( x + y, x = mwSlider(0, 10, 0), y = mwSlider(0, 10, 0, .display = x < 5), .runApp = FALSE ) c$init() expect_true(c$isVisible("y")) c$setValue("x", 6) expect_true(!c$isVisible("y")) }) it ("shares values between inputs and outputs", { c <- manipulateWidget( x2 + y, x = mwSlider(0, 10, 5), x2 = mwSharedValue(x * 2), y = mwSlider(0, x2, 0), .runApp = FALSE ) c$init() expect_equal(c$getParams("y")$max, 10) expect_equal(c$charts[[1]]$widgets[[1]], 10) c$setValue("x", 8) expect_equal(c$getValue("x2"), 16) expect_equal(c$getParams("y")$max, 16) expect_equal(c$charts[[1]]$widgets[[1]], 16) }) it ("modifies a sharedInput when it is not dynamic", { c <- manipulateWidget( x2 + y, x = mwSlider(0, 10, 5), x2 = mwSharedValue(1), x3 = mwSharedValue(x + x2), y = mwSlider(0, x2, 0), .runApp = FALSE ) c$init() expect_equal(c$getParams("y")$max, 1) expect_equal(c$charts[[1]]$widgets[[1]], 1) c$setValue("x2", 8) expect_equal(c$getValue("x2"), 8) expect_equal(c$getValue("x3"), 13) expect_equal(c$getParams("y")$max, 8) expect_equal(c$charts[[1]]$widgets[[1]], 8) c$setValue("x3", 10) # Dynamic shared input. Should not have any effect expect_equal(c$getValue("x3"), 13) }) }) manipulateWidget/tests/testthat/test-staticPlot.R0000644000176200001440000000120215126675445022017 0ustar liggesuserscontext("Static plot & image") describe("Static plot & image", { it("returns a combineWidget with both static plot and image", { tmp_png <- tempfile(fileext = ".png") png(file = tmp_png, bg = "transparent") plot(1:10) dev.off() c <- combineWidgets( staticPlot(hist(iris$Sepal.Length, breaks = 20), height = 300), staticImage(tmp_png) ) expect_is(c, "combineWidgets") expect_length(c$widgets, 2) # # check saveWidget and so preRenderCombinedWidgets # tmp_html <- tempfile(fileext = ".html") # htmlwidgets::saveWidget(c, tmp_html) # expect_true(file.exists(tmp_html)) }) }) manipulateWidget/tests/testthat/test-input_class.R0000644000176200001440000000210315126675445022216 0ustar liggesuserscontext("Input class") describe("Input", { inputTPL <- Input( type = "test", value = 0, params = list( min = expression(0), max = expression(10) ), display = expression(TRUE), validFunc = function(x, params) { min(max(params$min, x), params$max) }, htmlFunc = htmlFuncFactory(shiny::numericInput) ) # Basic check test_input(inputTPL$copy(), c(5, -20, 20), c(5, 0, 10)) it("correctly updates value when environment changes", { myInput <- inputTPL$copy() myInput$params$min <- expression(minx) env <- initEnv(parent.frame(), 1) assign("minx", 0, envir = env) myInput$init("x", env) expect_equal(myInput$value, 0) assign("minx", 5, envir = env) expect_equal(myInput$updateValue(), 5) expect_equal(myInput$value, 5) expect_equal(get("x", envir = env), 5) }) it("returns a valid ID (in a JS point of view)", { myInput <- inputTPL$copy() env <- initEnv(parent.frame(), 1) myInput$init("invalid.name", env) expect_equal(myInput$getID(), "output_1_invalid_name") }) }) manipulateWidget/tests/testthat/test-controller.R0000644000176200001440000000671715126675445022074 0ustar liggesuserscontext("MWController class") describe("MWController", { it("can be created with the result of initInputEnv()", { inputs <- initInputEnv(list(a = mwText("a"), b = mwText("b"))) expr <- expression(paste(a, b)) controller <- MWController(expr, inputs)$init() controller$updateCharts() expect_is(controller$charts, "list") expect_length(controller$charts, 1) expect_equal(controller$charts[[1]]$widgets[[1]], "a b") }) it("creates multiple charts in comparison mode", { inputs <- initInputEnv(list(a = mwText("a"), b = mwText("b")), compare = "b", ncharts = 3) expr <- expression(paste(a, b)) controller <- MWController(expr, inputs)$init() controller$updateCharts() expect_is(controller$charts, "list") expect_length(controller$charts, 3) for (o in controller$charts) expect_equal(o$widgets[[1]], "a b") }) it ("does not update charts if values do not change", { inputs <- initInputEnv(list(a = mwText("a"), b = mwText("b"))) expr <- expression(print("chart updated")) expect_output(controller <- MWController(expr, inputs)$init(), "chart updated") expect_output(controller$updateCharts(), "chart updated") # Update a with different value expect_output(controller$setValue("a", "b"), "chart updated") # Update a with same value expect_silent(controller$setValue("a", "b")) }) it("creates a copy that is completely autonomous", { inputs <- initInputEnv(list(grp = mwGroup(a = mwText("a"), b = mwText("b")))) expr <- expression(paste(a, b)) controller1 <- MWController(expr, inputs)$init() controller2 <- controller1$clone() controller1$setValue("a", "test") expect_equal(controller1$getValue("a"), "test") expect_equal(controller2$getValue("a"), "a") expect_true(controller2$initialized) expect_true(controller2$inputList$initialized) }) it("accesses parameters of a given input", { inputs <- initInputEnv(list(a = mwSelect(c("a", "b", "c")), b = mwText("b"))) expr <- expression(paste(a, b)) controller <- MWController(expr, inputs)$init() expect_equal(controller$getParams("a")$choices, c("a", "b", "c")) }) it("does not update values or create charts until it is initialized", { inputs <- initInputEnv(list(x = mwSlider(0, 10, 5), y = mwSlider(x, 10, 0))) expr <- expression(paste(x, y)) controller <- MWController(expr, inputs) expect_length(controller$charts, 0) expect_equal(controller$getValue("y"), 0) controller$setValue("x", 3) expect_length(controller$charts, 0) expect_equal(controller$getValue("y"), 0) controller$init() expect_length(controller$charts, 1) expect_equal(controller$charts[[1]]$widgets[[1]], "3 3") expect_equal(controller$getValue("y"), 3) }) }) describe("summary.MWController", { it("prints information about controller", { controller <- manipulateWidget( d$value, a = mwSelect(c("a", "b", "c")), b = mwSelect(c("a", "b", "c"), "b"), c = mwSelect(c("a", "b", "c"), c("a", "b"), multiple = TRUE), d = mwSharedValue(data.frame(value = 1)), .runApp = FALSE ) expect_output(summary(controller), "List of inputs") # Indicates NULL values expect_output(summary(controller), "NULL") # paste values if multiple values expect_output(summary(controller), "a, b") # for complicated objects, indicates the class of object controller$init() expect_output(summary(controller), "data.frame") }) }) manipulateWidget/tests/testthat/test-mwGroup.R0000644000176200001440000000374215126675445021344 0ustar liggesuserscontext("Group of inputs") describe("mwGroup", { it("throws an error if an argument is not named", { expect_error(mwGroup(mwText()), "All arguments need to be named.") }) it("throws an error if an argument is not an input", { expect_error(mwGroup(a = 1), "All arguments need to be Input objects.") }) it("can be cloned", { env1 <- initEnv(parent.frame(), 1) env2 <- initEnv(parent.frame(), 2) a <- mwText() b <- mwText() inner_grp = mwGroup(a = a) grp <- mwGroup(inner_grp = inner_grp, b = b) a$init("a", env1) b$init("b", env1) inner_grp$init("inner_grp", env1) grp$init("grp", env1) grp2 <- grp$clone(env2) expect_equal(c("a", "b"), ls(envir = env2)) grp2$value$b$setValue("test") expect_equal(grp2$value$b$value, "test") expect_equal(get("b", envir = env2), "test") expect_equal(get("b", envir = env1), "") grp2$value$inner_grp$value$a$setValue("test") expect_equal(grp2$value$inner_grp$value$a$value, "test") expect_equal(get("a", envir = env2), "test") expect_equal(get("a", envir = env1), "") }) it("removes inner inputs from environment", { env1 <- initEnv(parent.frame(), 1) a <- mwText() b <- mwText() inner_grp = mwGroup(a = a) grp <- mwGroup(inner_grp = inner_grp, b = b) a$init("a", env1) b$init("b", env1) inner_grp$init("inner_grp", env1) grp$init("grp", env1) grp$destroy() expect_true(!"a" %in% ls(envir = env1)) expect_true(!"b" %in% ls(envir = env1)) }) it("can return list of inner inputs", { env1 <- initEnv(parent.frame(), 1) a <- mwText() b <- mwText() inner_grp = mwGroup(a = a) grp <- mwGroup(inner_grp = inner_grp, b = b) a$init("a", env1) b$init("b", env1) inner_grp$init("inner_grp", env1) grp$init("grp", env1) inputs <- grp$getInputs() expect_equal(sort(names(inputs)), c("a", "b", "grp", "inner_grp")) expect_identical(inputs$a, a) expect_identical(inputs$b, b) }) }) manipulateWidget/tests/testthat/helper-input_class.R0000644000176200001440000000222115126675445022517 0ustar liggesuserstest_input <- function(input, values = NULL, expectedValues = NULL, name = "myInput") { describe(paste("input", input$type), { it ("is correctly initialized", { env <- initEnv(parent.frame(), 1) input$init(name, env) expect_initialized(input) expect_equal(input$env, env) expect_equal(input$label, name) if(!"call" %in% class(input$value)){ expect_equal(input$value, get(name, envir = env)) } else { expect_equal(evalValue(input$value, parent.frame()), get(name, envir = env)) } expect_is(input$params, "list") }) it ("sets valid values", { for (i in seq_along(values)) { input$setValue(values[[i]]) expect_equal(input$value, expectedValues[[i]]) expect_equal(get(name, envir = input$env), expectedValues[[i]]) } }) }) } expect_initialized <- function(input) { expect_is(input, "Input") expect(!emptyField(input$name) & !emptyField(input$env), "Input unitialized") } initAllInputs <- function(inputs, env) { sapply(names(inputs), function(n) { inputs[[n]]$init(n, env) inputs[[n]] }, simplify = FALSE, USE.NAMES = TRUE) } manipulateWidget/tests/testthat/test-get_output_and_render_func.R0000644000176200001440000000154215126675445025273 0ustar liggesuserscontext("getOutputAndRenderFunc") describe("getOutputAndRenderFunc", { if(require("leaflet")){ it ("returns output and render functions of a widget", { widget <- leaflet() res <- getOutputAndRenderFunc(widget) expect_named(res, c("outputFunc", "renderFunc", "useCombineWidgets")) expect_equal(res$outputFunc, leaflet::leafletOutput) expect_equal(res$renderFunc, leaflet::renderLeaflet) expect_equal(res$useCombineWidgets, FALSE) }) it ("returns combineWidgets output and render functions if x is not an htmlwidget", { res <- getOutputAndRenderFunc("test") expect_named(res, c("outputFunc", "renderFunc", "useCombineWidgets")) expect_equal(res$outputFunc, combineWidgetsOutput) expect_equal(res$renderFunc, renderCombineWidgets) expect_equal(res$useCombineWidgets, TRUE) }) } }) manipulateWidget/tests/testthat/test-input_env.R0000644000176200001440000002160315126740555021702 0ustar liggesuserscontext("initInputEnv") # Helper function that checks the structure of the object returned by initInputEnv # It returns the said object for further testing test_structure <- function(inputs, compare = NULL, ncharts = 1) { res <- initInputEnv(inputs, compare = compare, ncharts = ncharts) #initAllInputs(inputs, initEnv(parent.frame(), 1)) inputList <- lapply(unname(inputs), function(input) input$getInputs()) inputList <- do.call(c, inputList) expect_is(res, "InputEnv") expect_named(res$getRefClass()$fields(), c("envs", "inputList", "ncharts", "hierarchy")) expect_is(res$envs, "list") expect_named(res$envs, c("shared", "ind")) expect_is(res$envs$ind, "list") expect_length(res$envs$ind, ncharts) expect_is(res$inputList, "InputList") expectedLength <- length(inputList) + length(compare) * (ncharts - 1) # inexact when one tries to compare grouped inputs expect_equal(nrow(res$inputList$inputTable), expectedLength) sharedInputs <- setdiff(names(inputList), names(compare)) if (length(sharedInputs) == 0) expected_names <- c() else expected_names <- paste0("shared_", sharedInputs) if (length(compare) > 0) { for (i in seq_len(ncharts)) { expected_names <- append( expected_names, paste0("output_", i, "_", names(compare)) ) } } expect_true(all(expected_names %in% row.names(res$inputList$inputTable))) res } describe("initInputEnv", { it("generates correct structure", { test_structure(list(a = mwText(), b = mwText())) }) it("handles grouped inputs", { test_structure(list(grp = mwGroup(a = mwText(), b = mwText()))) }) it("still works if ncharts > 1", { test_structure(list(grp = mwGroup(a = mwText(), b = mwText())), ncharts = 2) }) it("prepares inputs for comparison", { test_structure(list(a = mwText(), b = mwText()), ncharts = 2, compare = list(a = NULL)) }) it("prepares inputs for comparison with different initial values", { res <- test_structure(list(a = mwText(), b = mwText()), ncharts = 2, compare = list(a = c("a", "b"))) }) it("throws errors if inputs are not inputs or not named", { expect_error(initInputEnv(list(mwText())), "All arguments need to be named.") expect_error(initInputEnv(list(a = 1)), "All arguments need to be Input objects.") }) }) describe("InputEnv Class", { it ("shares an input", { model <- test_structure(list(x = mwSlider(0, 10, 5), y = mwSlider(x, 10, 0)), ncharts = 2, compare = list(x = list(5, 0), y = NULL)) model$inputList$init() newInput <- model$shareInput("x") expect_equal(newInput, "shared_x") expect_silent(model$inputList$getInput("x", 0)) expect_null(model$inputList$getInput("y", 0), "cannot find input") for (i in 1:2) { expect_silent(model$inputList$getInput("y", i)) } expect_equal(model$envs$shared$x, 5) for (i in 1:2) { expect_null(model$envs$ind[[i]]$x) } }) it ("unshares an input", { model <- test_structure(list(a = mwText(), b = mwText("test")), ncharts = 2, compare = list(a = NULL)) newInputs <- model$unshareInput("b") expect_equal(newInputs, c("output_1_b", "output_2_b")) expect_null(model$inputList$getInput("b", 0), "cannot find input") for (i in 1:2) { expect_silent(model$inputList$getInput("a", i)) expect_silent(model$inputList$getInput("b", i)) } for (i in 1:2) { expect_equal(model$envs$ind[[i]]$b, "test") } model$inputList$setValue("b", "test2", chartId = 1) expect_equal(model$envs$ind[[1]]$b, "test2") expect_equal(model$envs$ind[[2]]$b, "test") }) it ("shares a group of inputs", { model <- test_structure(list(grp = mwGroup(a = mwText(), b = mwText())), ncharts = 2, compare = list(grp = NULL, a = NULL, b = NULL)) model$inputList$init() newInput <- model$shareInput("grp") expect_equal(sort(newInput), c("shared_a", "shared_b", "shared_grp")) expect_silent(model$inputList$getInput("grp", 0)) expect_silent(model$inputList$getInput("a", 0)) expect_silent(model$inputList$getInput("b", 0)) expect_named(model$inputList$getInput("grp", 0)$value, c("a", "b")) for (i in 1:2) { expect_null(model$inputList$getInput(inputId = sprintf("output_%s_grp",i)), "cannot find input") expect_null(model$inputList$getInput(inputId = sprintf("output_%s_grp",i)), "cannot find input") expect_null(model$inputList$getInput(inputId = sprintf("output_%s_grp",i)), "cannot find input") } # Check environments expect_true(exists("a", envir = model$envs$shared)) expect_true(exists("b", envir = model$envs$shared)) for (i in 1:2){ expect_false(exists("a", envir = model$envs$ind[[i]], inherits = FALSE)) expect_false(exists("b", envir = model$envs$ind[[i]], inherits = FALSE)) } }) it ("unshares a group of inputs", { model <- test_structure(list(grp = mwGroup(a = mwText(), b = mwText("test"))), ncharts = 2) newInputs <- model$unshareInput("grp") expect_equal( sort(newInputs), c("output_1_a", "output_1_b", "output_1_grp", "output_2_a", "output_2_b", "output_2_grp") ) expect_null(model$inputList$getInput("a", 0), "cannot find input") expect_null(model$inputList$getInput("b", 0), "cannot find input") expect_null(model$inputList$getInput("grp", 0), "cannot find input") for (i in 1:2) { expect_silent(model$inputList$getInput("a", i)) expect_silent(model$inputList$getInput("b", i)) expect_silent(model$inputList$getInput("grp", i)) } expect_null(model$envs$shared$a) expect_null(model$envs$shared$b) for (i in 1:2) { expect_equal(model$envs$ind[[i]]$b, "test") } model$inputList$setValue("b", "test2", chartId = 1) expect_equal(model$envs$ind[[1]]$b, "test2") expect_equal(model$envs$ind[[2]]$b, "test") }) it ("ads a chart", { model <- test_structure(list(a = mwText("test"), b = mwText()), ncharts = 1, compare = list(a = NULL)) model$addChart() expect_equal(model$ncharts, 2) expect_length(model$envs$ind, 2) for (i in 1:2) { expect_equal(model$envs$ind[[i]]$a, "test") expect_null(model$envs$ind[[i]]$b) } model$inputList$setValue("a", "test2", chartId = 1) expect_equal(model$envs$ind[[1]]$a, "test2") expect_equal(model$envs$ind[[2]]$a, "test") model$inputList$setValue("b", "test3", chartId = 0) expect_equal(get("b", envir = model$envs$ind[[1]]), "test3") expect_equal(get("b", envir = model$envs$ind[[2]]), "test3") }) it ("removes a chart", { model <- test_structure(list(a = mwText("test"), b = mwText()), ncharts = 2, compare = list(a = NULL)) model$removeChart() expect_equal(model$ncharts, 1) expect_length(model$envs$ind, 1) expect_length(model$inputList$inputTable$input, 2) expect_equal(row.names(model$inputList$inputTable), c("shared_b", "output_1_a"), ignore.order = TRUE) }) it ("does not remove last chart", { model <- test_structure(list(a = mwText("test"), b = mwText()), ncharts = 1, compare = list(a = NULL)) expect_error(model$removeChart(), "at least one chart") }) it ("ads many charts", { model <- test_structure(list(a = mwText("test"), b = mwText()), ncharts = 2, compare = list(a = NULL)) model$setChartNumber(4) expect_equal(model$ncharts, 4) expect_length(model$envs$ind, 4) }) it ("removes many charts", { model <- test_structure(list(a = mwText("test"), b = mwText()), ncharts = 4, compare = list(a = NULL)) model$setChartNumber(2) expect_equal(model$ncharts, 2) expect_length(model$envs$ind, 2) }) it ("unshares reverse dependencies", { model <- test_structure(list(a = mwNumeric(10), b = mwSlider(0, a, 0)), ncharts = 2) model$inputList$init() new_inputs <- model$unshareInput("a") expect_equal(sort(new_inputs), c("output_1_a", "output_1_b", "output_2_a", "output_2_b")) }) it ("shares dependencies", { model <- test_structure(list(a = mwNumeric(10), b = mwSlider(0, a, 0)), ncharts = 2, compare = list(a = NULL, b = NULL)) model$inputList$init() new_inputs <- model$shareInput("b") expect_equal(sort(new_inputs), c("shared_a", "shared_b")) }) it ("shares/unshares the whole group if the 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manipulateWidget/R/0000755000176200001440000000000015126746410013764 5ustar liggesusersmanipulateWidget/R/on_done.R0000644000176200001440000000107715126675445015546 0ustar liggesusers#' Function called when user clicks on the "Done" button. It stops the shiny #' gadget and returns the final htmlwidget #' #' @param .expr Expression that generates a htmlwidget #' @param controls Object created with function preprocessControls #' #' @return a htmlwidget #' @noRd onDone <- function(controller, stopApp = TRUE) { for (env in controller$envs$ind) { assign(".initial", TRUE, envir = env) assign(".session", NULL, envir = env) } controller$updateCharts() res <- controller$returnCharts() if (stopApp) shiny::stopApp(res) else return(res) } manipulateWidget/R/shiny_module.R0000644000176200001440000000265015126675445016622 0ustar liggesusersmwModuleServer <- function(input, output, session, ctrl, ...) { ns <- session$ns ctrl <- ctrl$clone() reactiveValueList <- list(...) # If no reactive value, start immediately module. # Else delay start until outer inputs are initialized. if (length(reactiveValueList) == 0) startModule(ctrl) else { moduleStarted <- FALSE observe({ for (n in names(reactiveValueList)) { ctrl$setValue(n, reactiveValueList[[n]](), reactive = TRUE) } if (!moduleStarted) { startModule(ctrl) moduleStarted <<- TRUE } }) } return(ctrl) } startModule <- function(ctrl) { ctrl$init() dim <- callModule(inputAreaModuleServer, "inputarea", chartId, ctrl) ncharts <- reactive(dim$n) nrow <- reactive(dim$nrow) ncol <- reactive(dim$ncol) displayIndBtns <- reactive(dim$displayIndBtns) shinyGridEnv <- callModule(gridModuleServer, "grid", dim = dim, ctrl = ctrl) ctrl$setShinySession(shinyGridEnv$output, shinyGridEnv$session) menuState <- callModule(menuModuleServer, "menu", ncharts, nrow, ncol, displayIndBtns, ctrl) chartId <- reactive(menuState()$chartId) observe({ req(dim$n) ctrl$setChartNumber(dim$n, dim$nrow, dim$ncol) }) observeEvent( menuState()$done, onDone(ctrl) ) observeEvent( menuState()$update, { if(!is.null(menuState()$update) && menuState()$update > 0){ ctrl$updateCharts() } } ) } manipulateWidget/R/controller.R0000644000176200001440000002524415126675445016312 0ustar liggesusers#' Controller object of a manipulateWidget application #' #' @description #' \code{MWController} is a reference class that is used to manage interaction #' with data and update of the view created by manipulateWidget. Only users who #' desire to create automatic tests for applications created with #' \code{\link{manipulateWidget}} should care about this object. #' #' @section Testing a manipulateWidget application: #' When \code{\link{manipulateWidget}} is used in a test script, it returns a #' \code{MWController} object instead of starting a shiny gadget. This object has #' methods to modify inputs values and check the state of the application. This #' can be useful to automatically checks if your application behaves like desired. #' Here is some sample code that uses package \code{testthat}: #' #' \preformatted{ #' library("testthat") #' #' controller <- manipulateWidget( #' x + y, #' x = mwSlider(0, 10, 5), #' y = mwSlider(0, x, 0), #' .compare = "y" #' ) #' #' test_that("Two charts are created", { #' expect_equal(controller$ncharts, 2) #' }) #' #' test_that("Parameter 'max' of 'y' is updated when 'x' changes", { #' expect_equal(controller$getParams("y", 1)$max, 5) #' expect_equal(controller$getParams("y", 2)$max, 5) #' controller$setValue("x", 3) #' expect_equal(controller$getParams("y", 1)$max, 3) #' expect_equal(controller$getParams("y", 2)$max, 3) #' }) #' #' } #' #' @field ncharts Number of charts in the application #' @field nrow Number of rows. #' @field ncol Number of columns. #' @field autoUpdate Boolean indicating if charts should be automatically #' updated when a value changes. list with \code{value} and \code{initBtn} (not autoUpdate, if want first charts on init) #' #' @export MWController <- setRefClass( "MWController", fields = c("inputList", "uiSpec", "envs", "session", "shinyOutput", "expr", "ncharts", "charts", "autoUpdate", "renderFunc", "outputFunc", "useCombineWidgets", "nrow", "ncol", "returnFunc", "initialized", "listeners", "translations"), methods = list( initialize = function(expr, inputs, autoUpdate = list(value = TRUE, initBtn = FALSE, saveBtn = TRUE, exportBtn = FALSE, exportType = "html2canvas"), nrow = NULL, ncol = NULL, returnFunc = function(widget, envs) {widget}, translations = mwTranslations()) { expr <<- expr inputList <<- inputs$inputList uiSpec <<- inputs ncharts <<- inputs$ncharts envs <<- inputs$envs autoUpdate <<- autoUpdate outputFunc <<- NULL renderFunc <<- NULL session <<- NULL shinyOutput <<- NULL useCombineWidgets <<- FALSE nrow <<- nrow ncol <<- ncol returnFunc <<- returnFunc charts <<- list() initialized <<- FALSE listeners <<- character() translations <<- translations }, init = function() { catIfDebug("Controller initialization") if (!initialized) { inputList$init() updateCharts() if (is.null(renderFunc) || is.null(outputFunc) || is.null(useCombineWidgets)) { outputAndRender <- getOutputAndRenderFunc(charts[[1]]) renderFunc <<- outputAndRender$renderFunc outputFunc <<- outputAndRender$outputFunc useCombineWidgets <<- outputAndRender$useCombineWidgets if (useCombineWidgets) { charts <<- lapply(charts, combineWidgets) } } initialized <<- TRUE } invisible(.self) }, clear = function(){ rm(list = ls(envir = .self, all.names = TRUE), envir = .self, inherits = TRUE) }, setShinySession = function(output, session) { catIfDebug("Set shiny session") session <<- session shinyOutput <<- output for (env in envs$ind) { assign(".initial", FALSE, envir = env) assign(".session", session, envir = env) } # also on shared env assign(".initial", FALSE, envir = envs$shared) assign(".session", session, envir = envs$shared) for (i in 1:ncharts) { renderShinyOutput(i) } }, setShinyInputSession = function(session) { inputList$session <<- session }, getValue = function(name, chartId = 1) { "Get the value of a variable for a given chart." inputList$getValue(name, chartId) }, getValueById = function(id) { inputList$getValue(inputId = id) }, setValue = function(name, value, chartId = 1, updateHTML = FALSE, reactive = FALSE) { "Update the value of a variable for a given chart." oldValue <- getValue(name, chartId) newValue <- inputList$setValue(name, value, chartId, reactive = reactive) if (!initialized) return() if (updateHTML && !identical(oldValue, newValue)) { input <- inputList$getInput(name, chartId) input$valueHasChanged <- TRUE inputList$updateHTML() } if (autoUpdate$value && !identical(oldValue, newValue)) { if (inputList$isShared(name)) updateCharts() else updateChart(chartId) } }, setValueAll = function(name, value, updateHTML = TRUE) { "Update the value of an input for all charts" if (inputList$isShared(name)) { setValue(name, value, chartId = 0, updateHTML = updateHTML) } else { for (i in seq_len(ncharts)) { setValue(name, value, chartId = i, updateHTML = updateHTML) } } }, setValueById = function(id, value) { oldValue <- getValueById(id) newValue <- inputList$setValue(inputId = id, value = value) if (!initialized) return() if (autoUpdate$value && !identical(oldValue, newValue)) { if (grepl("^shared_", id)) updateCharts() else { chartId <- get(".id", envir = inputList$getInputById(id)$env) updateChart(chartId) } } }, getValues = function(chartId = 1) { "Get all values for a given chart." inputList$getValues(chartId) }, getParams = function(name, chartId = 1) { "Get parameters of an input for a given chart" inputList$getInput(name, chartId)$getParams() }, isVisible = function(name, chartId = 1) { "Indicates if a given input is visible" inputList$isVisible(name, chartId = chartId) }, updateChart = function(chartId = 1) { if(!is.null(envs)){ catIfDebug("Update chart", chartId) # Create a new environment so that users can set values in expr without # messing environments e <- new.env(parent = envs$ind[[chartId]]) charts[[chartId]] <<- eval(expr, envir = e) if (useCombineWidgets) { charts[[chartId]] <<- combineWidgets(charts[[chartId]]) } renderShinyOutput(chartId) } }, returnCharts = function() { "Return all charts." if (uiSpec$ncharts == 1) { finalWidget <- charts[[1]] } else { finalWidget <- combineWidgets(list = charts[1:uiSpec$ncharts], nrow = nrow, ncol = ncol) } returnFunc(finalWidget, envs$ind) }, show = function() { if (!initialized) { message("Nothing to display because controller has not been initialized. Use 'ctrl$init()' where 'ctrl' is the variable created with manipulateWidget()") } print(returnCharts()) }, updateCharts = function() { "Update all charts." for (i in seq_len(ncharts)) updateChart(i) }, renderShinyOutput = function(chartId) { if (!is.null(renderFunc) & !is.null(shinyOutput) & is(charts[[chartId]], "htmlwidget")) { catIfDebug("Render shiny output") outputId <- get(".output", envir = envs$ind[[chartId]]) shinyOutput[[outputId]] <<- renderFunc(charts[[chartId]]) } }, setChartNumber = function(n, nrow = NULL, ncol = NULL) { if (n != ncharts) { uiSpec$setChartNumber(n) envs <<- uiSpec$envs inputList <<- uiSpec$inputList if (n > ncharts) { for (i in (ncharts + 1):n) { assign(".initial", TRUE, envir = envs$ind[[i]]) updateChart(i) if (!is.null(session)) assign(".initial", FALSE, envir = envs$ind[[i]]) } } ncharts <<- n } nrow <<- nrow ncol <<- ncol }, clone = function(env = parent.frame()) { res <- MWController( expr, uiSpec$clone(), autoUpdate, translations = translations ) res$charts <- charts res$nrow <- nrow res$ncol <- ncol res$outputFunc <- outputFunc res$renderFunc <- renderFunc res$useCombineWidgets <- useCombineWidgets res$initialized <- initialized res$inputList$initialized <- initialized res } ) ) cloneEnv <- function(env, parentEnv = parent.env(env)) { res <- as.environment(as.list(env, all.names = TRUE)) parent.env(res) <- parentEnv res } #' knit_print method for MWController object #' #' @param x MWController object #' @param ... arguments passed to function knit_print #' #' @export knit_print.MWController <- function(x, ...) { x$init() knitr::knit_print(x$returnCharts(), ...) } #' summary method for MWController object #' #' @param object MWController object #' @param ... Not use #' #' @export summary.MWController <- function(object, ...) { cat("Initialized :", object$initialized, "\n") cat("Number of chart(s) :", object$ncharts, "\n") cat("Number of row(s) :", object$nrow, "\n") cat("Number of column(s) :", object$ncol, "\n") cat("\nList of inputs : \n\n") infos <- lapply(row.names(object$inputList$inputTable), function(n){ input <- object$inputList$getInputById(n) if (is.atomic(input$value)) { if (is.null(input$value)) value <- "NULL" else if (length(input$value) == 0) value <- "" else value <- paste(input$value, collapse = ", ") } else { if(is.call(input$value) | is.name(input$value)){ value <- evalValue(input$value, parent.frame()) if (is.null(value)) value <- sprintf("<%s>", class(input$value[1])) else if (length(value) == 0) value <- "" else value <- paste(value, collapse = ", ") } else { value <- sprintf("<%s>", class(input$value[1])) } } chartId <- as.character(get(".id", envir = input$env)) if (chartId == "0") chartId <- "shared" visible <- object$inputList$isVisible(inputId = n) data.frame(inputId = n, type = input$type, variable = input$name, chart = chartId, value = value, visible = visible, stringsAsFactors = FALSE) }) infos$stringsAsFactors <- FALSE infos <- do.call(rbind, infos) print(infos) } manipulateWidget/R/get_row_and_cols.R0000644000176200001440000000125715126675445017435 0ustar liggesusers# Copyright © 2016 RTE Réseau de transport d’électricité # Private function that compute the "ideal" number of rows and columns given the # number of widgets to display. .getRowAndCols <- function(n, nrow = NULL, ncol = NULL) { if (!is.null(nrow) && !is.null(ncol) && nrow * ncol < n) { stop("There are too much widgets compared to the number of rows and columns") } else if (is.null(nrow) && !is.null(ncol)) { nrow <- ceiling(n / ncol) } else if (!is.null(nrow) && is.null(ncol)) { ncol <- ceiling(n / nrow) } else if (is.null(nrow) && is.null(ncol)) { nrow <- ceiling(sqrt(n)) ncol <- ceiling(n / nrow) } list(nrow = nrow, ncol = ncol, n = n) } manipulateWidget/R/combine_widgets.R0000644000176200001440000003100115126675445017255 0ustar liggesusers#Copyright © 2016 RTE Réseau de transport d’électricité #' Combine several interactive plots #' #' This function combines different htmlwidgets in a unique view. #' #' @param ... htmlwidgets to combine. If this list contains objects that are not #' htmlwidgets, the function tries to convert them into a character string which #' is interpreted as html content. #' @param list Instead of directly passing htmlwidgets to the function, one can #' pass a list of htmlwidgets and objects coercible to character. In particular, #' it can be usefull if multiple htmlwidgets have been generated using a loop #' function like \code{\link[base]{lapply}}. #' @param nrow Number of rows of the layout. If \code{NULL}, the function will #' automatically take a value such that are at least as many cells in the #' layout as the number of htmlwidgets. #' @param ncol Number of columns of the layout.If \code{NULL}, the function will #' automatically take a value such that are at least as many cells in the #' layout as the number of htmlwidgets. #' @param title Title of the view. #' @param rowsize This argument controls the relative size of each row. For #' instance, if the layout has two rows and \code{rowsize = c(2,1)}, then the #' width of the first row will be twice the one of the second one. This #' argument is recycled to fit the number of rows. #' @param colsize Same as rowsize but for the height of the columns of the #' layout. #' @param byrow If \code{TRUE}, then the layout is filled by row. Else it is #' filled by column. #' @param titleCSS A character containing css properties to modify the #' appearance of the title of the view. #' @param header Content to display between the title and the combined widgets. #' It can be a single character string or html tags. #' @param footer Content to display under the combined widgets. It can be a #' single character string or html tags. #' @param leftCol Content to display on the left of the combined widgets. It can #' be a single character string or html tags. #' @param rightCol Content to display on the right the combined widgets. It can #' be a single character string or html tags. #' #' @param width Total width of the layout (optional, defaults to automatic #' sizing). #' @param height Total height of the layout (optional, defaults to automatic #' sizing). #' @return A htmlwidget object of class \code{combineWidget}. Individual widgets #' are stored in element \code{widgets} and can be extracted or updated. This #' is useful when a function returns a \code{combineWidgets} object but user #' wants to keep only one widget or to update one of them (see examples). #' #' @details The function only allows table like layout : each row has the same #' number of columns and reciprocally. But it is possible to create more complex #' layout by nesting combined htmlwidgets. (see examples) #' #' @examples #' if (require(plotly)) { #' data(iris) #' #' combineWidgets(title = "The Iris dataset", #' plot_ly(iris, x = ~Sepal.Length, type = "histogram", nbinsx = 20), #' plot_ly(iris, x = ~Sepal.Width, type = "histogram", nbinsx = 20), #' plot_ly(iris, x = ~Petal.Length, type = "histogram", nbinsx = 20), #' plot_ly(iris, x = ~Petal.Width, type = "histogram", nbinsx = 20) #' ) #' #' # Create a more complex layout by nesting combinedWidgets #' combineWidgets(title = "The iris data set: sepals", ncol = 2, colsize = c(2,1), #' plot_ly(iris, x = ~Sepal.Length, y = ~Sepal.Width, type = "scatter", #' mode = "markers", color = ~Species), #' combineWidgets( #' plot_ly(iris, x = ~Sepal.Length, type = "histogram", nbinsx = 20), #' plot_ly(iris, x = ~Sepal.Width, type = "histogram", nbinsx = 20) #' ) #' ) #' #' # combineWidgets can also be used on a single widget to easily add to it a #' # title and a footer. #' require(shiny) #' comments <- tags$div( #' "Wow this plot is so ", #' tags$span("amazing!!", style = "color:red;font-size:36px") #' ) #' #' combineWidgets( #' plot_ly(iris, x = ~Sepal.Length, type = "histogram", nbinsx = 20), #' title = "Distribution of Sepal Length", #' footer = comments #' ) #' #' # It is also possible to combine htmlwidgets with text or other html elements #' myComment <- tags$div( #' style="height:100%;background-color:#eee;padding:10px;box-sizing:border-box", #' tags$h2("Comment"), #' tags$hr(), #' "Here is a very clever comment about the awesome graphics you just saw." #' ) #' combineWidgets( #' plot_ly(iris, x = ~Sepal.Length, type = "histogram", nbinsx = 20), #' plot_ly(iris, x = ~Sepal.Width, type = "histogram", nbinsx = 20), #' plot_ly(iris, x = ~Petal.Length, type = "histogram", nbinsx = 20), #' myComment #' ) #' #' # Updating individual widgets. #' myWidget <- combineWidgets( #' plot_ly(iris, x = ~Sepal.Length, type = "histogram", nbinsx = 20), #' plot_ly(iris, x = ~Sepal.Width, type = "histogram", nbinsx = 20), #' ncol = 2 #' ) #' myWidget #' #' #' myWidget$widgets[[1]] <- myWidget$widgets[[1]] %>% #' layout(title = "Histogram of Sepal Length") #' #' myWidget$widgets[[2]] <- myWidget$widgets[[2]] %>% #' layout(title = "Histogram of Sepal Width") #' #' myWidget #' #' #' # Instead of passing directly htmlwidgets to the function, one can pass #' # a list containing htmlwidgets. This is especially useful when the widgets #' # are generated using a loop function like "lapply" or "replicate". #' # #' # The following code generates a list of 12 histograms and use combineWidgets #' # to display them. #' samples <- replicate(12, plot_ly(x = rnorm(100), type = "histogram", nbinsx = 20), #' simplify = FALSE) #' combineWidgets(list = samples, title = "12 samples of the same distribution") #' } #' #' @export #' @importFrom htmltools tagGetAttribute combineWidgets <- function(..., list = NULL, nrow = NULL, ncol = NULL, title = NULL, rowsize = 1, colsize = 1, byrow = TRUE, titleCSS = "", header = NULL, footer = NULL, leftCol = NULL, rightCol = NULL, width = NULL, height = NULL) { widgets <- c(list(...), list) if (length(widgets) == 0) return(combineWidgets("")) # create empty widget res <- htmlwidgets::createWidget( name = 'combineWidgets', x = NULL, width = width, height = height, package = 'manipulateWidget', sizingPolicy = htmlwidgets::sizingPolicy( browser.fill = TRUE ), preRenderHook = preRenderCombinedWidgets ) # Add dependencies of embedded widgets or shiny tags # This works through the widgets recursively, in case # we were passed a shiny.tag.list or other list of # non-widgets. getDeps <- function(x) { if (!is.null(attr(x, "package"))) append(tryCatch(getDependency(class(x)[1], attr(x, "package")), error = function(e) NULL), x$dependencies) else if (!is.null(attr(x, "html_dependencies"))) attr(x, "html_dependencies") else if (is.list(x)) do.call(c, lapply(x, getDeps)) } deps <- c(getDeps(widgets), getDeps(header), getDeps(footer), getDeps(leftCol), getDeps(rightCol)) res$dependencies <- deps # Add widget list and parameters res$widgets <- widgets res$params <- list( nrow = nrow, ncol = ncol, title = title, rowsize = rowsize, colsize = colsize, byrow = byrow, titleCSS = titleCSS, header = header, footer = footer, leftCol = leftCol, rightCol = rightCol, width = width, height = height ) res } #' Shiny bindings for combineWidgets #' #' Output and render functions for using combineWidgets within Shiny #' applications and interactive Rmd documents. #' #' @param outputId output variable to read from #' @param width,height Must be a valid CSS unit (like \code{'100\%'}, #' \code{'400px'}, \code{'auto'}) or a number, which will be coerced to a #' string and have \code{'px'} appended. #' @param expr An expression that generates a combineWidgets #' @param env The environment in which to evaluate \code{expr}. #' @param quoted Is \code{expr} a quoted expression (with \code{quote()})? This #' is useful if you want to save an expression in a variable. #' #' @name combineWidgets-shiny #' #' @export combineWidgetsOutput <- function(outputId, width = '100%', height = '400px'){ htmlwidgets::shinyWidgetOutput(outputId, 'combineWidgets', width, height, package = 'manipulateWidget') } #' @rdname combineWidgets-shiny #' @export renderCombineWidgets <- function(expr, env = parent.frame(), quoted = FALSE) { if (!quoted) { expr <- substitute(expr) } # force quoted htmlwidgets::shinyRenderWidget(expr, combineWidgetsOutput, env, quoted = TRUE) } # Private function used to prerender a combinedWidgets object preRenderCombinedWidgets <- function(x) { hasCrosstalkInputs <- any(unlist(lapply(x$widgets, isCrosstalkInput))) widgets <- lapply(unname(x$widgets), function(w) { if (is.atomic(w)) return(structure(list(x = as.character(w)), class = "html")) if (is.null(w$preRenderHook)) { if (is(w, "htmlwidget")) return(w) else return(structure(list(x = as.character(w)), class = "html")) } w$preRenderHook(w) }) nwidgets <- length(x$widgets) # Get number of rows and cols dims <- .getRowAndCols(nwidgets, x$params$nrow, x$params$ncol) nrow <- dims$nrow ncol <- dims$ncol ncells <- nrow * ncol # Relative size of rows and cols rowsize <- rep(x$params$rowsize, length.out = nrow) colsize <- rep(x$params$colsize, length.out = ncol) # Get the html ID of each widget if (!is.null(names(x$widgets))) { elementId <- names(x$widgets) elementId[elementId == ""] <- "widget" elementId <- make.unique(elementId) } else { elementId <- sapply(widgets[1:ncells], function(w) { if (is.null(w)) res <- NULL else res <- w$elementId if (is.null(res)) res <- paste0("widget", floor(stats::runif(1, max = 1e9))) res }) } # Get the HTML class for each widget, plus "cw-widget" elementClass <- sapply(widgets[1:ncells], function(w) { result <- NULL if (inherits(w, "htmlwidget")) result <- class(w)[1] else if (inherits(w, "shiny.tag")) result <- tagGetAttribute(w, "class") paste(result, "cw-widget", "html-widget-static-bound") }) # Construct the html of the combined widget dirClass <- ifelse(x$params$byrow, "cw-by-row", "cw-by-col") widgetEL <- mapply( function(id, size, class) { sprintf('
', size, size, id, class) }, id = elementId, size = rep(colsize, length.out = ncells), class = elementClass ) rowsEl <- lapply(1:nrow, function(i) { content <- widgetEL[((i-1) * ncol + 1):(i * ncol)] sprintf('
%s
', dirClass, rowsize[i], rowsize[i], paste(content, collapse = "")) }) content <- sprintf('
%s
', dirClass, paste(rowsEl, collapse = "")) if(!is.null(x$params$title) && !x$params$title == "") { titleEl <- sprintf('

%s

', x$params$titleCSS, x$params$title) } else { titleEl <- "" } if (is.null(x$params$footer)) footer <- "" else footer <- paste0("
", x$params$footer, "
") if (is.null(x$params$header)) header <- "" else header <- paste0("
", x$params$header, "
") if (is.null(x$params$leftCol)) leftCol <- "" else leftCol <- paste0("
", x$params$leftCol, "
") if (is.null(x$params$rightCol)) rightCol <- "" else rightCol <- paste0("
", x$params$rightCol, "
") html <- sprintf('
%s%s
%s%s%s
%s
', titleEl, header, leftCol, content, rightCol, footer) data <- lapply(widgets, function(w) w$x) widgetType <- sapply(widgets, function(w) class(w)[1]) x$x <- list(data = data, widgetType = widgetType, elementId = elementId, html = html, hasCrosstalkInputs = hasCrosstalkInputs); x } # Check whether a widget is a crosstalk-package input, which will need special # initialization within combineWidgets() isCrosstalkInput <- function(w) { inherits(w, "shiny.tag") && !is.null(w$attribs) && grepl("crosstalk-input", w$attribs$class) } manipulateWidget/R/inputs.R0000644000176200001440000005356015126675445015453 0ustar liggesusers#' Private function that converts ... in a list of expressions. This is #' similar to "substitute" but for the dots argument. #' @noRd dotsToExpr <- function() { eval(substitute(alist(...), parent.frame())) } #' Private function that generates functions that generate HTML corresponding #' to a shiny input. #' #' @param func shiny function that generate the HTML of an input #' @param valueArgName name of the parameter of 'func' corresponding to the #' value of the input. #' #' @return #' A function that takes arguments id, label, value, params and returns #' shiny tag. #' @noRd htmlFuncFactory <- function(func, valueArgName = "value") { function(id, label, value, params, ns = NULL) { params$inputId <- id params$label <- label params[valueArgName] <- list(value) do.call(func, params) } } changeValueParam <- function(func, valueArgName) { function(...) { params <- list(...) if ("value" %in% names(params)) { params[[valueArgName]] <- params$value params$value <- NULL } do.call(func, params) } } #' Add a Slider to a manipulateWidget gadget #' #' @param min #' The minimum value that can be selected. #' @param max #' The maximum value that can be selected. #' @param value #' Initial value of the slider A numeric vector of length one will create a #' regular slider; a numeric vector of length two will create a double-ended #' range slider #' @param label #' Display label for the control. If \code{NULL}, the name of the corresponding #' variable is used. #' @param ... #' Other arguments passed to function\code{\link[shiny]{sliderInput}} #' @param .display expression that evaluates to TRUE or FALSE, indicating when #' the input control should be shown/hidden. #' #' @return #' A function that will generate the input control. #' #' @examples #' #' if (require(plotly)) { #' #' myWidget <- manipulateWidget( #' plot_ly(data.frame(x = 1:n, y = rnorm(n)), x=~x, y=~y, type = "scatter", mode = "markers"), #' n = mwSlider(1, 100, 10, label = "Number of values") #' ) #' #' Sys.sleep(0.5) #' #' # Create a double ended slider to choose a range instead of a single value #' mydata <- data.frame(x = 1:100, y = rnorm(100)) #' #' manipulateWidget( #' plot_ly(mydata[n[1]:n[2], ], x=~x, y=~y, type = "scatter", mode = "markers"), #' n = mwSlider(1, 100, c(1, 10), label = "Number of values") #' ) #' #' } #' #' @export #' @family controls mwSlider <- function(min, max, value, label = NULL, ..., .display = TRUE) { params <- dotsToExpr() params$min <- as.expression(substitute(min)) params$max <- as.expression(substitute(max)) value <- substitute(value) Input( type = "slider", value = value, label = label, params = params, display = as.expression(substitute(.display)), validFunc = function(x, params) { if (is.null(x) || all(is.na(x))) return(c(params$min, params$max)) pmin(pmax(params$min, x, na.rm = TRUE), params$max, na.rm = TRUE) }, htmlFunc = htmlFuncFactory(function(...) { tags$div(style = "padding:0 5px;", shiny::sliderInput(...)) }), htmlUpdateFunc = shiny::updateSliderInput ) } #' Add a text input to a manipulateWidget gadget #' #' @param value #' Initial value of the text input. #' @param ... #' Other arguments passed to function\code{\link[shiny]{textInput}} #' @inheritParams mwSlider #' #' @return #' A function that will generate the input control. #' #' @examples #' if (require(plotly)) { #' mydata <- data.frame(x = 1:100, y = rnorm(100)) #' manipulateWidget({ #' plot_ly(mydata, x=~x, y=~y, type = "scatter", mode = "markers") %>% #' layout(title = mytitle) #' }, #' mytitle = mwText("Awesome title !") #' ) #' } #' #' @export #' @family controls mwText <- function(value = "", label = NULL, ..., .display = TRUE) { params <- dotsToExpr() value <- substitute(value) Input( type = "text", value = value, label = label, params = params, display = as.expression(substitute(.display)), validFunc = function(x, params) { if(length(x) == 0) return("") as.character(x)[1] }, htmlFunc = htmlFuncFactory(shiny::textInput), htmlUpdateFunc = shiny::updateTextInput ) } #' Add a numeric input to a manipulateWidget gadget #' #' @param value #' Initial value of the numeric input. #' @param ... #' Other arguments passed to function\code{\link[shiny]{numericInput}} #' @inheritParams mwSlider #' #' @return #' A function that will generate the input control. #' #' @examples #' #' if (require(plotly)) { #' manipulateWidget({ #' plot_ly(data.frame(x = 1:10, y = rnorm(10, mean, sd)), x=~x, y=~y, #' type = "scatter", mode = "markers") #' }, #' mean = mwNumeric(0), #' sd = mwNumeric(1, min = 0, step = 0.1) #' ) #' } #' #' @export #' @family controls mwNumeric <- function(value, label = NULL, ..., .display = TRUE) { params <- dotsToExpr() value <- substitute(value) Input( type = "numeric", value = value, label = label, params = params, display = as.expression(substitute(.display)), validFunc = function(x, params) { if (is.null(x) || !is.numeric(x)) return(NULL) min(max(params$min, x), params$max) }, htmlFunc = htmlFuncFactory(shiny::numericInput), htmlUpdateFunc = shiny::updateNumericInput ) } #' Add a password to a manipulateWidget gadget #' #' @param value #' Default value of the input. #' @param ... #' Other arguments passed to function\code{\link[shiny]{passwordInput}} #' @inheritParams mwSlider #' #' @return #' A function that will generate the input control. #' #' @examples #' if (require(plotly)) { #' manipulateWidget( #' { #' if (passwd != 'abc123') { #' plot_ly(type = "scatter", mode="markers") %>% #' layout(title = "Wrong password. True password is 'abc123'") #' } else { #' plot_ly(data.frame(x = 1:10, y = rnorm(10)), x=~x, y=~y, type = "scatter", mode = "markers") #' } #' }, #' user = mwText(label = "Username"), #' passwd = mwPassword(label = "Password") #' ) #' } #' #' @export #' @family controls mwPassword <- function(value = "", label = NULL, ..., .display = TRUE) { params <- dotsToExpr() value <- substitute(value) Input( type = "password", value = value, label = label, params = params, display = as.expression(substitute(.display)), validFunc = function(x, params) { if(length(x) == 0) return("") as.character(x)[1] }, htmlFunc = htmlFuncFactory(shiny::passwordInput), htmlUpdateFunc = shiny::updateTextInput ) } #' Add a Select list input to a manipulateWidget gadget #' #' @param choices #' Vector or list of choices. If it is named, then the names rather than the #' values are displayed to the user. #' @param value #' Initial value of the input. If not specified, the first choice is used. #' @param ... #' Other arguments passed to function\code{\link[shiny]{selectInput}}. #' @param multiple #' Is selection of multiple items allowed? #' @inheritParams mwSlider #' #' @return #' A function that will generate the input control. #' #' @examples #' if (require(plotly)) { #' mydata <- data.frame(x = 1:100, y = rnorm(100)) #' #' manipulateWidget( #' { #' mode <- switch(type, points = "markers", lines = "lines", both = "markers+lines") #' plot_ly(mydata, x=~x, y=~y, type = "scatter", mode = mode) #' }, #' type = mwSelect(c("points", "lines", "both")) #' ) #' #' Sys.sleep(0.5) #' #' # Select multiple values #' manipulateWidget( #' { #' if (length(species) == 0) mydata <- iris #' else mydata <- iris[iris$Species %in% species,] #' #' plot_ly(mydata, x = ~Sepal.Length, y = ~Sepal.Width, #' color = ~droplevels(Species), type = "scatter", mode = "markers") #' }, #' species = mwSelect(levels(iris$Species), multiple = TRUE) #' ) #' } #' #' @export #' @family controls mwSelect <- function(choices = value, value = NULL, label = NULL, ..., multiple = FALSE, .display = TRUE) { params <- dotsToExpr() params$choices <- substitute(choices) params$multiple <- substitute(multiple) value <- substitute(value) Input( type = "select", value = value, label = label, params = params, display = as.expression(substitute(.display)), validFunc = function(x, params) { x <- intersect(x, unlist(params$choices)) if (params$multiple) return(x) else if (length(x) > 0) return(x[1]) else return(params$choices[[1]]) }, htmlFunc = htmlFuncFactory(shiny::selectInput, "selected"), htmlUpdateFunc = changeValueParam(shiny::updateSelectInput, "selected") ) } #' Add a Select list input to a manipulateWidget gadget #' #' @param choices #' Vector or list of choices. If it is named, then the names rather than the #' values are displayed to the user. #' @param value #' Initial value of the input. If not specified, the first choice is used. #' @param ... #' Other arguments passed to function\code{\link[shiny]{selectInput}}. #' @param multiple #' Is selection of multiple items allowed? #' @param options #' A list of options. See the documentation of selectize.js for possible options #' @inheritParams mwSlider #' #' @return #' A function that will generate the input control. #' #' @examples #' if (require(plotly)) { #' mydata <- data.frame(x = 1:100, y = rnorm(100)) #' #' # Select multiple values #' manipulateWidget( #' { #' if (length(species) == 0) mydata <- iris #' else mydata <- iris[iris$Species %in% species,] #' #' plot_ly(mydata, x = ~Sepal.Length, y = ~Sepal.Width, #' color = ~droplevels(Species), type = "scatter", mode = "markers") #' }, #' species = mwSelectize(c("Select one or two species : " = "", levels(iris$Species)), #' multiple = TRUE, options = list(maxItems = 2)) #' ) #' } #' #' @export #' @family controls mwSelectize <- function(choices = value, value = NULL, label = NULL, ..., multiple = FALSE, options = NULL, .display = TRUE) { params <- dotsToExpr() params$choices <- substitute(choices) params$multiple <- substitute(multiple) params$options <- substitute(options) value <- substitute(value) Input( type = "select", value = value, label = label, params = params, display = as.expression(substitute(.display)), validFunc = function(x, params) { x <- intersect(x, unlist(params$choices)) if (params$multiple) return(x) else if (length(x) > 0) return(x[1]) else return(params$choices[[1]]) }, htmlFunc = htmlFuncFactory(shiny::selectizeInput, "selected"), htmlUpdateFunc = changeValueParam(shiny::updateSelectizeInput, "selected") ) } #' Add a checkbox to a manipulateWidget gadget #' #' @param value #' Initial value of the input. #' @param ... #' Other arguments passed to function\code{\link[shiny]{checkboxInput}} #' @inheritParams mwSlider #' #' @return #' A function that will generate the input control. #' #' @examples #' #' if(require(plotly)) { #' manipulateWidget( #' { #' plot_ly(iris, x = ~Sepal.Length, y = ~Sepal.Width, #' color = ~Species, type = "scatter", mode = "markers") %>% #' layout(showlegend = legend) #' }, #' legend = mwCheckbox(TRUE, "Show legend") #' ) #' } #' #' @export #' @family controls mwCheckbox <- function(value = FALSE, label = NULL, ..., .display = TRUE) { params <- dotsToExpr() value <- substitute(value) Input( type = "checkbox", value = value, label = label, params = params, display = as.expression(substitute(.display)), validFunc = function(x, params) { if (is.null(x)) return(FALSE) x <- as.logical(x) if (is.na(x)) x <- FALSE x }, htmlFunc = htmlFuncFactory(shiny::checkboxInput), htmlUpdateFunc = shiny::updateCheckboxInput ) } #' Add radio buttons to a manipulateWidget gadget #' #' @param choices #' Vector or list of choices. If it is named, then the names rather than the #' values are displayed to the user. #' @param value #' Initial value of the input. If not specified, the first choice is used. #' @param ... #' Other arguments passed to function\code{\link[shiny]{radioButtons}} #' @inheritParams mwSlider #' #' @return #' A function that will generate the input control. #' #' @examples #' if (require(plotly)) { #' mydata <- data.frame(x = 1:100, y = rnorm(100)) #' #' manipulateWidget( #' { #' mode <- switch(type, points = "markers", lines = "lines", both = "markers+lines") #' plot_ly(mydata, x=~x, y=~y, type = "scatter", mode = mode) #' }, #' type = mwRadio(c("points", "lines", "both")) #' ) #' } #' #' @export #' @family controls mwRadio <- function(choices, value = NULL, label = NULL, ..., .display = TRUE) { params <- dotsToExpr() params$choices <- substitute(choices) value <- substitute(value) Input( type = "radio", value = value, label = label, params = params, display = as.expression(substitute(.display)), validFunc = function(x, params) { if (length(params$choices) == 0) return(NULL) if (is.null(x) || !x %in% unlist(params$choices)) return(params$choices[[1]]) x }, htmlFunc = htmlFuncFactory(shiny::radioButtons, valueArgName = "selected"), htmlUpdateFunc = changeValueParam(shiny::updateRadioButtons, "selected") ) } #' Add a date picker to a manipulateWidget gadget #' #' @param value #' Default value of the input. #' @param ... #' Other arguments passed to function\code{\link[shiny]{dateInput}} #' @inheritParams mwSlider #' #' @return #' A function that will generate the input control. #' #' @examples #' if (require(dygraphs) && require(xts)) { #' mydata <- xts(rnorm(365), order.by = as.Date("2017-01-01") + 0:364) #' #' manipulateWidget( #' dygraph(mydata) %>% dyEvent(date, "Your birthday"), #' date = mwDate("2017-03-27", label = "Your birthday date", #' min = "2017-01-01", max = "2017-12-31") #' ) #' } #' #' @export #' @family controls mwDate <- function(value = NULL, label = NULL, ..., .display = TRUE) { params <- dotsToExpr() value <- substitute(value) Input( type = "date", value = value, label = label, params = params, display = as.expression(substitute(.display)), validFunc = function(x, params) { if (length(x) == 0) x <- Sys.Date() x <- as.Date(x) if (!is.null(params$min)) params$min <- as.Date(params$min) if (!is.null(params$max)) params$max <- as.Date(params$max) x <- min(max(x, params$min), params$max) }, htmlFunc = htmlFuncFactory(shiny::dateInput), htmlUpdateFunc = shiny::updateDateInput ) } #' Add a date range picker to a manipulateWidget gadget #' #' @param value #' Vector containing two dates (either Date objects pr a string in yyy-mm-dd #' format) representing the initial date range selected. #' @param ... #' Other arguments passed to function\code{\link[shiny]{dateRangeInput}} #' @inheritParams mwSlider #' #' @return #' An Input object #' #' @examples #' if (require(dygraphs) && require(xts)) { #' mydata <- xts(rnorm(365), order.by = as.Date("2017-01-01") + 0:364) #' #' manipulateWidget( #' dygraph(mydata) %>% dyShading(from=period[1], to = period[2], color = "#CCEBD6"), #' period = mwDateRange(c("2017-03-01", "2017-04-01"), #' min = "2017-01-01", max = "2017-12-31") #' ) #' } #' #' @export #' @family controls mwDateRange <- function(value = c(Sys.Date(), Sys.Date() + 1), label = NULL, ..., .display = TRUE) { params <- dotsToExpr() value <- substitute(value) Input( type = "dateRange", value = value, label = label, params = params, display = as.expression(substitute(.display)), validFunc = function(x, params) { if (length(x) == 0) x <- c(Sys.Date(), Sys.Date()) else if (length(x) == 1) x <- c(x, Sys.Date()) x <- as.Date(x) x[is.na(x)] <- Sys.Date() if (!is.null(params$min)) { params$min <- as.Date(params$min) if(x[1] == Sys.Date()){ x[1] <- params$min } } if (!is.null(params$max)) { params$max <- as.Date(params$max) if(x[2] == Sys.Date()){ x[2] <- params$max } } x <- sapply(x, function(d) min(max(d, params$min), params$max)) as.Date(x, origin = "1970-01-01") }, htmlFunc = function(id, label, value, params, ns) { params$inputId <- id params$label <- label params$start <- value[[1]] params$end <- value[[2]] do.call(shiny::dateRangeInput, params) }, htmlUpdateFunc = function(...) { params <- list(...) if ("value" %in% names(params)) { params$start <- params$value[[1]] params$end <- params$value[[2]] params$value <- NULL } do.call(shiny::updateDateRangeInput, params) } ) } #' Add a group of checkboxes to a manipulateWidget gadget #' #' @param choices #' Vector or list of choices. If it is named, then the names rather than the #' values are displayed to the user. #' @param value #' Vector containing the values initially selected #' @param ... #' Other arguments passed to function\code{\link[shiny]{checkboxGroupInput}} #' @inheritParams mwSlider #' #' @return #' A function that will generate the input control. #' #' @examples #' if (require(plotly)) { #' manipulateWidget( #' { #' if (length(species) == 0) mydata <- iris #' else mydata <- iris[iris$Species %in% species,] #' #' plot_ly(mydata, x = ~Sepal.Length, y = ~Sepal.Width, #' color = ~droplevels(Species), type = "scatter", mode = "markers") #' }, #' species = mwCheckboxGroup(levels(iris$Species)) #' ) #' } #' #' @export #' @family controls mwCheckboxGroup <- function(choices, value = c(), label = NULL, ..., .display = TRUE) { params <- dotsToExpr() params$choices <- substitute(choices) value <- substitute(value) Input( type = "checkboxGroup", value = value, label = label, params = params, display = as.expression(substitute(.display)), validFunc = function(x, params) { intersect(x, unlist(params$choices)) }, htmlFunc = htmlFuncFactory(shiny::checkboxGroupInput, "selected"), htmlUpdateFunc = changeValueParam(shiny::updateCheckboxGroupInput, "selected") ) } #' Shared Value #' #' This function creates a virtual input that can be used to store a dynamic #' shared variable that is accessible in inputs as well as in output. #' #' @param expr Expression used to compute the value of the input. #' #' @return An Input object of type "sharedValue". #' #' @examples #' #' if (require(plotly)) { #' # Plot the characteristics of a car and compare with the average values for #' # cars with same number of cylinders. #' # The shared variable 'subsetCars' is used to avoid subsetting multiple times #' # the data: this value is updated only when input 'cylinders' changes. #' colMax <- apply(mtcars, 2, max) #' #' plotCar <- function(cardata, carName) { #' carValues <- unlist(cardata[carName, ]) #' carValuesRel <- carValues / colMax #' #' avgValues <- round(colMeans(cardata), 2) #' avgValuesRel <- avgValues / colMax #' #' plot_ly() %>% #' add_bars(x = names(cardata), y = carValuesRel, text = carValues, #' hoverinfo = c("x+text"), name = carName) %>% #' add_bars(x = names(cardata), y = avgValuesRel, text = avgValues, #' hoverinfo = c("x+text"), name = "average") %>% #' layout(barmode = 'group') #' } #' #' c <- manipulateWidget( #' plotCar(subsetCars, car), #' cylinders = mwSelect(c("4", "6", "8")), #' subsetCars = mwSharedValue(subset(mtcars, cylinders == cyl)), #' car = mwSelect(choices = row.names(subsetCars)) #' ) #' } #' #' @export #' @family controls mwSharedValue <- function(expr = NULL) { params <- list(expr = substitute(expr)) params$dynamic <- is.language(params$expr) if (!params$dynamic) value <- params$expr else value <- NULL Input( type = "sharedValue", value = value, label = NULL, params = params, display = FALSE, validFunc = function(x, params) { if(params$dynamic) params$expr else x } ) } #' Group inputs in a collapsible box #' #' This function generates a collapsible box containing inputs. It can be useful #' when there are a lot of inputs and one wants to group them. #' #' @param ... inputs that will be grouped in the box #' @param .display expression that evaluates to TRUE or FALSE, indicating when #' the group should be shown/hidden. #' @param label label of the group inputs #' @return Input of type "group". #' #' @examples #' if(require(dygraphs)) { #' mydata <- data.frame(x = 1:100, y = rnorm(100)) #' manipulateWidget( #' dygraph(mydata[range[1]:range[2], ], #' main = title, xlab = xlab, ylab = ylab), #' range = mwSlider(1, 100, c(1, 100)), #' "Graphical parameters" = mwGroup( #' title = mwText("Fictive time series"), #' xlab = mwText("X axis label"), #' ylab = mwText("Y axis label") #' ) #' ) #' } #' #' @export #' @family controls mwGroup <- function(..., label = NULL, .display = TRUE) { inputs <- list(...) if (is.null(names(inputs))) stop("All arguments need to be named.") for (i in inputs) if (!inherits(i, "Input")) stop("All arguments need to be Input objects.") Input( type = "group", value = list(...), params = list(), label = label, display = as.expression(substitute(.display)), htmlFunc = function(id, label, value, params, ns) { htmlElements <- lapply(value, function(x) x$getHTML(ns)) tags$div( class="panel panel-default", tags$div( class="panel-heading collapsed", style = "cursor: pointer;", "data-toggle"="collapse", "data-target"=paste0("#panel-body-", id), tags$table( tags$tbody( tags$tr( tags$td(class = "arrow"), tags$td(label) ) ) ) ), tags$div( class="panel-body collapse", id=paste0("panel-body-", id), shiny::tagList(htmlElements) ) ) } ) } manipulateWidget/R/static_image.R0000644000176200001440000000370015126675445016551 0ustar liggesusers#' Include a static image in a combinedWidgets #' #' \code{staticPlot} is a function that generates a static plot and then return #' the HTML code needed to include the plot in a combinedWidgets. #' \code{staticImage} is a more general function that generates the HTML code #' necessary to include any image file. #' #' @param expr Expression that creates a static plot. #' @param width Width of the image to create. #' @param height Height of the image to create. #' @param file path of the image to include. #' @param style CSS style to apply to the image. #' #' @return a \code{shiny.tag} object containing the HTML code required to include #' the image or the plot in a \code{combinedWidgets} object. #' #' @examples #' staticPlot(hist(rnorm(100))) #' #' if (require(plotly)) { #' data(iris) #' #' combineWidgets( #' plot_ly(iris, x = ~Sepal.Length, type = "histogram", nbinsx = 20), #' staticPlot(hist(iris$Sepal.Length, breaks = 20), height = 300) #' ) #' #' # You can also embed static images in the header, footer, left or right #' # columns of a combinedWidgets. The advantage is that the space allocated #' # to the static plot will be constant when the window is resized. #' #' combineWidgets( #' plot_ly(iris, x = ~Sepal.Length, type = "histogram", nbinsx = 20), #' footer = staticPlot(hist(iris$Sepal.Length, breaks = 20), height = 300) #' ) #' } #' #' @importFrom grDevices dev.off png #' @export staticPlot <- function(expr, width = 600, height = 400) { expr <- substitute(expr) file <- tempfile(fileext = ".png") png(file, width, height) eval(expr, envir = parent.frame()) dev.off() staticImage(file) } #' @rdname staticPlot #' @export #' staticImage <- function(file, style = "max-width:100%%;max-height:100%%") { data <- base64enc::base64encode(readBin(file, "raw", file.info(file)[1, "size"])) ext <- tools::file_ext(file) tags$img( src = sprintf("data:image/%s;base64,%s", ext, data), style = style ) } manipulateWidget/R/compare_options.R0000644000176200001440000000347115126675445017326 0ustar liggesusers#' Options for comparison mode #' #' This function generates a list of options that are used by #' \code{\link{manipulateWidget}} to compare multiple charts. #' #' @param ncharts Number of charts to generate. #' @param nrow Number of rows. If \code{NULL}, the function tries to pick the #' best number of rows given the number of charts and columns. #' @param ncol Number of columns. If \code{NULL}, the function tries to pick the #' best number of columns given the number of charts and rows. #' @param allowCompare If \code{TRUE} (the default), then the user can use the #' UI to add or remove charts and choose which variables to compare #' #' @return List of options #' #' @examples #' if (require(dygraphs)) { #' #' mydata <- data.frame( #' year = 2000+1:100, #' series1 = rnorm(100), #' series2 = rnorm(100), #' series3 = rnorm(100) #' ) #' manipulateWidget( #' dygraph(mydata[range[1]:range[2] - 2000, c("year", series)], main = title), #' range = mwSlider(2001, 2100, c(2001, 2100)), #' series = mwSelect(c("series1", "series2", "series3")), #' title = mwText("Fictive time series"), #' .compare = list(title = NULL, series = NULL), #' .compareOpts = compareOptions(ncharts = 4) #' ) #' #' manipulateWidget( #' dygraph(mydata[range[1]:range[2] - 2000, c("year", series)], main = title), #' range = mwSlider(2001, 2100, c(2001, 2100)), #' series = mwSelect(c("series1", "series2", "series3")), #' title = mwText("Fictive time series"), #' .compare = list(title = NULL, series = NULL), #' .compareOpts = compareOptions(ncharts = 3, nrow = 3) #' ) #' } #' #' @export compareOptions <- function(ncharts = NULL, nrow = NULL, ncol = NULL, allowCompare = TRUE) { list( ncharts = ncharts, nrow = nrow, ncol = ncol, allowCompare = allowCompare ) } manipulateWidget/R/get_output_and_render_func.R0000644000176200001440000000172615126675445021521 0ustar liggesusers#' Private function that gets shiny output and render functions for a given htmlWidget #' #' @param x Object, generally a htmlwidget. #' #' @return A list with the following elements #' - outputFunc #' - renderFunc #' - useCombineWidgets TRUE only if x is not an htmlwidget #' @noRd getOutputAndRenderFunc <- function(x) { # Get shiny output and render functions if (inherits(x, "htmlwidget")) { cl <- class(x) pkg <- attr(x, "package") renderFunName <- ls(getNamespace(pkg), pattern = "^render") renderFunction <- getFromNamespace(renderFunName, pkg) outputFunName <- ls(getNamespace(pkg), pattern = "Output$") outputFunction <- getFromNamespace(outputFunName, pkg) useCombineWidgets <- FALSE } else { renderFunction <- renderCombineWidgets outputFunction <- combineWidgetsOutput useCombineWidgets <- TRUE } list( outputFunc = outputFunction, renderFunc = renderFunction, useCombineWidgets = useCombineWidgets ) } manipulateWidget/R/zzz.R0000644000176200001440000001230215126675445014753 0ustar liggesusers# Copyright © 2016 RTE Réseau de transport d’électricité #' @name manipulateWidget-package #' #' @title Add even more interactivity to interactive charts #' #' @description #' This package is largely inspired by the \code{manipulate} package from #' Rstudio. It can be used to easily create graphical interface that let the #' user modify the data or the parameters of an interactive chart. It also #' provides the \code{\link{combineWidgets}} function to easily combine multiple #' interactive charts in a single view. #' #' @details #' \code{\link{manipulateWidget}} is the main function of the package. It #' accepts an expression that generates an interactive chart (and more precisely #' an \code{htmlwidget} object. See \url{http://www.htmlwidgets.org/} if you #' have never heard about it) and a set of controls created with functions #' \code{mwSlider}, \code{mwCheckbox}... which are used to dynamically change #' values within the expression. Each time the user modifies the value of a #' control, the expression is evaluated again and the chart is updated. Consider #' the following code: #' #' \code{manipulateWidget(myPlotFun(country), country = mwSelect(c("BE", "DE", "ES", "FR")))} #' #' It will generate a graphical interface with a select input on its left with #' options "BE", "DE", "ES", "FR". By default, at the beginning the value of the #' variable \code{country} will be equal to the first choice of the #' corresponding input. So the function will first execute #' \code{myPlotFun("BE")} and the result will be displayed in the main panel of #' the interface. If the user changes the value to "FR", then the expression #' \code{myPlotFun("FR")} is evaluated and the new result is displayed. #' #' The interface also contains a button "Done". When the user clicks on it, the #' last chart is returned. It can be stored in a variable, be modified by the #' user, saved as a html file with \code{\link[htmlwidgets]{saveWidget}} from package #' \code{htmlwidgets} or converted to a static image file with package #' \code{webshot}. #' #' Finally one can easily create complex layouts thanks to function #' \code{\link{combineWidgets}}. For instance, assume we want to see a map that #' displays values of some variable for a given year, but on its right side we also #' want to see the distributions of three variables. Then we could write: #' #' \preformatted{ #' myPlotFun <- function(year, variable) { #' combineWidgets( #' ncol = 2, colSize = c(3, 1), #' myMap(year, variable), #' combineWidgets( #' ncol = 1, #' myHist(year, "V1"), #' myHist(year, "V2"), #' myHist(year, "V3"), #' ) #' ) #' } #' #' manipulateWidget( #' myPlotFun(year, variable), #' year = mwSlider(2000, 2016, value = 2000), #' variable = mwSelect(c("V1", "V2", "V3")) #' ) #' } #' #' Of course, \code{\link{combineWidgets}} can be used outside of #' \code{\link{manipulateWidget}}. For instance, it can be used in an #' Rmarkdown document to easily put together interactive charts. #' #' For more concrete examples of usage, you should look at the documentation and #' especially the examples of \code{\link{manipulateWidget}} and #' \code{\link{combineWidgets}}. #' #' @seealso \code{\link{manipulateWidget}}, \code{\link{combineWidgets}} #' #' @rdname manipulateWidget-package #' @docType package #' @importFrom shiny tags observe observeEvent reactive isolate icon tagAppendChild #' @importFrom shiny tagAppendChildren fillPage fillRow NS uiOutput checkboxInput #' callModule reactiveVal reactiveValues renderUI req updateSelectInput updateTextInput #' @importFrom miniUI miniContentPanel miniPage miniTabPanel miniTabstripPanel gadgetTitleBar #' @importFrom htmlwidgets getDependency #' @importFrom methods is new setRefClass #' @importFrom utils getFromNamespace #' @importFrom stats runif NULL #' Evolution of energy use per country #' #' Data.frame containing energy consumption per country from 1960 to 2014. The #' data comes from the World Bank website. It contains one line per #' couple(country, year) and has the following columns: #' #' \itemize{ #' \item country Country name #' \item iso2c Country code in two characters #' \item year Year #' \item population Population of the country #' \item energy_used_per_capita Energy used per capita in kg of oil equivalent (EG.USE.PCAP.KG.OE) #' \item energy_imported_prop Proportion of energy used that has been imported (EG.IMP.CONS.ZS) #' \item energy_fossil_prop Fossil fuel energy consumption in proportion of total consumption (EG.USE.COMM.FO.ZS) #' \item energy_used Energy consumption in kg of oil equivalent #' \item energy_fossil Fossil fuel energy consumption in kg of oil equivalent #' \item prop_world_energy_used Share of the country in the world energy consumption #' \item prop_world_energy_fossil Share of the country in the world fossil energy consumption #' \item prop_world_population Share of the country in the world population #' \item long Longitude of the country #' \item lat Lattitude of the country #' \item region Region of the country #' } #' #' @author François Guillem \email{guillem.francois@gmail.com} #' @references \url{https://data.worldbank.org/indicator} "worldEnergyUse" globalVariables(c("mod", "multiple", "name", "type")) manipulateWidget/R/shiny_module_inputarea.R0000644000176200001440000000623215126675445020672 0ustar liggesusersinputAreaModuleUI <- function(id, allowCompare = TRUE) { ns <- NS(id) shiny::conditionalPanel( sprintf("input['%s'] != -1", ns("chartid")), class = "mw-input-container", tags$div(style = "display:none;", shiny::textInput(ns("chartid"), label = "chartid") ), tags$div( class ="mw-inputs", style = "display:block;", tags$div( shiny::textOutput(ns("input_title")), class="input-title" ), tags$div( class = "mw-inputarea", shiny::uiOutput(ns("inputarea")) ), shiny::conditionalPanel( sprintf("input['%s'] == '0'", ns("chartid")), class = "mw-inputarea", compareInputsModuleUI(ns("compare"), allowCompare = allowCompare) ) ) ) } inputAreaModuleServer <- function(input, output, session, chartId, ctrl) { ns <- session$ns compareMod <- shiny::callModule(compareInputsModuleServer, "compare", ctrl) listeners <- c() visible <- reactive(input$visible()) # Controller initialization ctrl$setShinyInputSession(session) addListener <- function(i) { id <- i$getID() e <- new.env() e$firstCall <- TRUE if (!is.character(id)) return() if (id %in% listeners) return() if (ctrl$inputList[id]$type != "sharedValue") { observeEvent(input[[id]], { if (e$firstCall) { e$firstCall <- FALSE } else { ctrl$setValueById(id, value = input[[id]]) } }, ignoreNULL = FALSE) listeners <<- append(listeners, id) } } updateInputs <- function(chartId) { updateTextInput(session, "chartid", value = chartId) if (chartId == -1) { content <- "" } else { if (chartId == 0) { inputs <- ctrl$uiSpec$getInputsForChart(0) if (compareMod$n == 1 && length(ctrl$uiSpec$inputList$unshared()) > 0) { inputs <- c(inputs, ctrl$uiSpec$getInputsForChart(1)) } } else inputs <- ctrl$uiSpec$getInputsForChart(chartId) content <- shiny::tagList(lapply(inputs, function(x) {x$getHTML(ns)})) lapply(ctrl$uiSpec$inputList$inputTable$input, addListener) } output$inputarea <- shiny::renderUI(content) # Update visibility of inputs lapply(ctrl$inputList$inputTable$input, function(input) { # Update input visibility if (chartId != get(".id", envir = input$env)) return() # Hack to fix https://github.com/rstudio/shiny/issues/1490 if (input$type == "select" && identical(input$lastParams$multiple, TRUE)) { input$valueHasChanged <- TRUE input$updateHTML(session) } }) } observeEvent(chartId(), { updateInputs(chartId()) if (chartId() == -1) title <- "" else if (chartId() == 0) title <- ctrl$translations$settings else title <- paste(ctrl$translations$chart, chartId()) output$input_title <- shiny::renderText(title) }) observeEvent(compareMod$.compareVars(), ignoreNULL = FALSE, ignoreInit = TRUE, { updateInputs(chartId()) }) res <- reactiveValues() observe(res$n <- compareMod$n) observe(res$ncol <- compareMod$ncol) observe(res$nrow <- compareMod$nrow) observe(res$displayIndBtns <- length(compareMod$.compareVars()) > 0) res } manipulateWidget/R/shiny_module_menu.R0000644000176200001440000001202315126675445017641 0ustar liggesusersmenuModuleUI <- function(id, okBtn = TRUE, saveBtn = TRUE, updateBtn = FALSE, exportBtn = TRUE, exportType = "html2canvas") { ns <- NS(id) container <- tags$div( class="mw-menu", # Main Settings button tags$div( style = "padding:0;", class = "mw-btn mw-btn-settings", onclick = sprintf("select(this, '%s')", ns("mw-shared-inputs")), shiny::actionButton(ns(".settings"), "", icon = shiny::icon("gears"), class = "bt1 settings"), tags$div(class="right-arrow") ), uiOutput(ns("chart_btns")) ) if (updateBtn) { updateBtn <- tags$div( class = "mw-btn mw-btn-update", shiny::actionButton(ns(".update"), "", icon = shiny::icon("refresh"), class = "bt1") ) container <- tagAppendChild(container, updateBtn) } actionButtons <- tags$div(class = "action-buttons-container") if (saveBtn) { saveBtnInput <- shiny::downloadButton(ns("save"), label = "", class = "mw-btn mw-btn-save") actionButtons <- tagAppendChild(actionButtons, saveBtnInput) } if (exportBtn) { if(exportType %in% "html2canvas"){ exportBtnInput <- shiny::actionButton(ns("export_html2canvas"), icon = icon("camera"), label = "", class = "mw-btn mw-btn-export", onclick = sprintf("saveAsPNG('%s')", "mw-chartarea")) } else { # exportBtnInput <- shiny::downloadButton(ns("export"), icon = icon("camera"), label = "", # class = "mw-btn mw-btn-export") exportBtnInput <- tags$a(id = ns("export"), class = paste("btn btn-default shiny-download-link", "mw-btn mw-btn-export"), href = "", target = "_blank", download = NA, icon("camera"), "") } actionButtons <- tagAppendChild(actionButtons, exportBtnInput) } if (okBtn) { okBtnInput <- shiny::actionButton(ns("done"), "OK", class = "mw-btn mw-btn-ok") actionButtons <- tagAppendChild(actionButtons, okBtnInput) } tagAppendChild(container, actionButtons) } menuModuleServer <- function(input, output, session, ncharts, nrow, ncol, displayIndBtns, ctrl) { ns <- session$ns chartId <- shiny::reactiveVal(-1) state <- reactive({ list( chartId = chartId(), done = input$done, update = input$.update, save = input$save ) }) listeners <- character() # Eventually add listeners observe({ req(ncharts()) ids <- ns(paste0("mw-ind-inputs-", seq_len(ncharts()))) lapply(seq_along(ids), function(i) { if (! ids[[i]] %in% listeners) { observeEvent(input[[ids[i]]], { if (chartId() == i) chartId(-1) else chartId(i) }) } }) listeners <<- union(listeners, ids) }) # If user removes current chart, update chartId observeEvent(ncharts(), { if (chartId() > ncharts() | (chartId() == 1 & ncharts() == 1)) { chartId(-1) } }) output$chart_btns <- renderUI({ req(ncharts()) if (ncharts() < 2 || !displayIndBtns()) "" else { ids <- ns(paste0("mw-ind-inputs-", seq_len(ncharts()))) btns <- lapply(seq_len(ncharts()), function(i) { if (i == chartId()) active_class <- " active" else active_class <- "" tags$div( class = paste0("mw-btn mw-btn-area", active_class), style = "padding:0;", onclick = sprintf("select(this,'%s')", ids[i]), shiny::actionButton( ns(ids[i]), class = "bt1 area", .uiChartIcon(i, nrow(), ncol()) ), tags$div(class="right-arrow") ) }) btns$class <- "mw-chart-selection" do.call(tags$div, btns) } }) observeEvent(input$.settings, { if (chartId() == 0) chartId(-1) else chartId(0) }) output$save <- shiny::downloadHandler( filename = function() { paste('mw-', Sys.Date(), '.html', sep='') }, content = function(con) { htmlwidgets::saveWidget(widget = onDone(ctrl$clone(), stopApp = FALSE), file = con, selfcontained = TRUE) } ) output$export <- shiny::downloadHandler( filename = function() { paste('mw-', Sys.Date(), '.png', sep='') }, content = function(con) { tmp_html <- tempfile(fileext=".html") htmlwidgets::saveWidget(widget = onDone(ctrl$clone(), stopApp = FALSE), file = tmp_html, selfcontained = TRUE) webshot::webshot(url = tmp_html, file = con) } ) return(state) } .uiChartIcon <- function(i, nrow, ncol) { WIDTH <- 27 HEIGHT <- 22 PAD <- 2 i <- i - 1 w <- (WIDTH - 2 * PAD) / ncol h <- (HEIGHT - 2 * PAD) / nrow chartIconStyle <- sprintf("width:%spx;height:%spx;left:%spx;top:%spx;", w, h, w * (i%%ncol) + PAD, h * (i %/% ncol) + PAD) tags$div( class = "mw-icon-areachart", tags$div(class="mw-icon-chart", style=chartIconStyle) ) } manipulateWidget/R/module_ui.R0000644000176200001440000000410115126675445016076 0ustar liggesusers#' Add a manipulateWidget to a shiny application #' #' These two functions can be used to include a manipulateWidget object in a shiny application. #' \code{mwModuleUI} must be used in the UI to generate the required HTML elements and add #' javascript and css dependencies. \code{mwModule} must be called once in the server function #' of the application. #' #' @param id A unique string that identifies the module #' @param controller Object of class \code{\link{MWController}} returned by #' \code{\link{manipulateWidget}} when parameter \code{.runApp} is #' \code{FALSE}. #' @param fillPage : \code{logical}. Render in a fillPage or not ? Defaut to FALSE #' @param ... named arguments containing reactive values. They can be used to send data from #' the main shiny application to the module. #' #' @return \code{mwModuleUI} returns the required HTML elements for the module. mwModule is only #' used for its side effects. #' #' @examples #' if (interactive() & require("dygraphs")) { #' require("shiny") #' ui <- fillPage( #' fillRow( #' flex = c(NA, 1), #' div( #' textInput("title", label = "Title", value = "glop"), #' selectInput("series", "series", choices = c("series1", "series2", "series3")) #' ), #' mwModuleUI("ui", height = "100%") #' )) #' #' server <- function(input, output, session) { #' mydata <- data.frame( #' year = 2000+1:100, #' series1 = rnorm(100), #' series2 = rnorm(100), #' series3 = rnorm(100) #' ) #' #' c <- manipulateWidget( #' { #' dygraph(mydata[range[1]:range[2] - 2000, c("year", series)], main = title) #' }, #' range = mwSlider(2001, 2100, c(2001, 2050)), #' series = mwSharedValue(), #' title = mwSharedValue(), .runApp = FALSE, #' .compare = "range" #' ) #' # #' mwModule("ui", c, title = reactive(input$title), series = reactive(input$series)) #' } #' #' shinyApp(ui, server) #' #' #' } #' #' @export mwModule <- function(id, controller, fillPage = FALSE, ...) { shiny::callModule(mwModuleServer, id, ctrl = controller, ...) } manipulateWidget/R/debug.R0000644000176200001440000000042515126675445015207 0ustar liggesusersmwDebug <- function() { options(mwDebug = TRUE) } mwUndebug <- function() { options(mwDebug = FALSE) } mwDebugMode <- function() { res <- getOption("mwDebug") if (is.null(res)) res <- FALSE res } catIfDebug <- function(...) { if (mwDebugMode()) cat(..., "\n") } manipulateWidget/R/input_class.R0000644000176200001440000002215515127701741016437 0ustar liggesuserscontrolValueAndParams <- function(value, params, name, env){ # have another variable name in env if(exists(name, envir = env)){ # get value value_name <- get(name, envir = env) control <- function(value, name, env){ # case of value / params of type name if(is.name(value)){ # change name to new_name and assign current value new_name <- paste0(".tmp_mw_", name) assign(new_name, value_name, envir = env) # modify expr value <- eval(parse(text = paste0("substitute(", new_name, ")"))) # case of value / params of type call } else if(is.call(value)){ # change name to new_name and assign current value new_name <- paste0(".tmp_mw_", name) assign(new_name, value_name, envir = env) # modify expr char_call <- paste0(deparse(value), collapse = "\n") m <- gregexpr(paste0("((_.)[[:punct:]]|[[:space:]]|^){1}(", name, ")((_.)[[:punct:]]|[[:space:]]|$){1}"), char_call) if(m[[1]][1] != -1){ matches_values <- unlist(regmatches(char_call, m)) mlength <- attr(m[[1]], "match.length") mstart <- m[[1]][1:length(mlength)] if(mstart[1] != 1){ final_value <- substring(char_call, 1, mstart[1]-1) } else { final_value <- "" } for(i in 1:length(mlength)){ tmp <- matches_values[i] if(nchar(tmp) == (nchar(name) + 2)){ final_value <- paste0(final_value, substring(char_call, mstart[i], mstart[i]), new_name, substring(char_call, mstart[i] + mlength[i] - 1, mstart[i] + mlength[i] - 1)) } else if(nchar(tmp) == nchar(name)){ final_value <- paste0(final_value, new_name) } else if(nchar(tmp) > (nchar(name) + 2)){ final_value <- paste0(final_value, substring(char_call, mstart[i], mstart[i] + mlength[i] - 1)) } else { if(substring(tmp, 1, nchar(name)) == name){ final_value <- paste0(final_value, new_name, substring(char_call, mstart[i] + mlength[i] - 1, mstart[i] + mlength[i] - 1)) } else { final_value <- paste0(final_value, substring(char_call, mstart[i], mstart[i]), new_name) } } if(i != length(mlength)){ if((mstart[i] + mlength[i]) != mstart[i+1]){ final_value <- paste0(final_value, substring(char_call, mstart[i] + mlength[i], mstart[i+1] - 1)) } } else if((mstart[i] + mlength[i] - 1) != nchar(char_call)){ final_value <- paste0(final_value, substring(char_call, mstart[i] + mlength[i], nchar(char_call))) } } } else { final_value <- char_call } value <- eval(parse(text = paste0("substitute(", final_value, ")"))) } else { value } return(value) } # control value value <- control(value, name, env) # control params params <- lapply(params, function(x){control(x, name, env)}) } return(list(value = value, params = params)) } emptyField <- function(x) inherits(x, "uninitializedField") evalParams <- function(params, env) { lapply(params, function(x) { tryCatch(eval(x, envir = env), silent = TRUE, error = function(e) { if(mwDebugMode()) message(e$message) NULL }) }) } evalValue <- function(value, env) { tryCatch(eval(value, envir = env), silent = TRUE, error = function(e) { if(mwDebugMode()) message(e$message); NULL }) } # Private reference class representing an input. Input <- setRefClass( "Input", fields = c("type", "name", "idFunc", "label", "value", "display", "params", "env", "validFunc", "htmlFunc", "htmlUpdateFunc", "lastParams", "changedParams", "valueHasChanged", "revDeps", "displayRevDeps", "value_expr", "group"), methods = list( init = function(name, env, group = NULL) { "Set environment and default values" name <<- name env <<- env group <<- group valueHasChanged <<- FALSE changedParams <<- list() revDeps <<- character() displayRevDeps <<- character() if (emptyField(label) || is.null(label)) label <<- name if (emptyField(idFunc)) { idFunc <<- function(oid, name) paste(oid, name, sep = "_") } ctrl_vp <- controlValueAndParams(value, params, name, env) value <<- ctrl_vp$value params <<- ctrl_vp$params if(is.call(value) | is.name(value)){ assign(name, evalValue(value, parent.frame()), envir = env) value_expr <<- value } else { assign(name, value, envir = env) value_expr <<- NULL } lastParams <<- NULL if (type == "group") { lapply(names(value), function(n) { value[[n]]$init(n, env, name) }) } }, getID = function() { "Get the id of the input for the UI" gsub("[^a-zA-Z0-9]", "_", idFunc(get(".output", envir = env), name)) }, setValue = function(newValue, reactive = FALSE) { "Modify value of the input. If newValue is invalid, it sets a valid value" catIfDebug("Set value of", getID()) if(reactive & type == "sharedValue"){ params$dynamic <<- FALSE } if (!emptyField(validFunc)) value <<- validFunc(evalValue(newValue, env), getParams()) assign(name, value, envir = env) valueHasChanged <<- FALSE value }, updateValue = function() { "Update value after a change in environment" oldValue <- value if (!emptyField(validFunc)){ if(is.call(value_expr) | is.name(value_expr)){ tmp_value <- evalValue(value_expr, env) if(is.null(tmp_value) & !is.call(oldValue) & !is.name(oldValue)) tmp_value <- oldValue value <<- validFunc(tmp_value, getParams()) } else { tmp_value <- evalValue(value, env) if(is.null(tmp_value) & !is.call(oldValue) & !is.name(oldValue)) tmp_value <- oldValue value <<- validFunc(tmp_value, getParams()) } } if (!identical(value, oldValue)) { catIfDebug("Update value of ", getID()) valueHasChanged <<- TRUE assign(name, value, envir = env) } value }, getParams = function() { "Get parameter values" oldParams <- lastParams lastParams <<- evalParams(params, env) for (n in names(lastParams)) { if (!is.null(oldParams[[n]]) && !identical(lastParams[[n]], oldParams[[n]])) { changedParams[[n]] <<- lastParams[[n]] } } lastParams }, getHTML = function(ns = NULL) { "Get the input HTML" if (emptyField(htmlFunc)) return(NULL) id <- getID() if (!is.null(ns)) id <- ns(id) shiny::conditionalPanel( condition = sprintf("input['%s_visible']", id), tags$div( style="display:none;", shiny::checkboxInput(paste0(id, "_visible"), "", value = evalValue(display, env)) ), htmlFunc(id, label, value, lastParams, ns) ) }, updateHTML = function(session) { "Update the input HTML." if (emptyField(htmlUpdateFunc)) return() if (valueHasChanged || length(changedParams) > 0) { catIfDebug("Update HTML of ", getID(), "\n") htmlParams <- changedParams if (valueHasChanged) htmlParams$value <- value else if(length(changedParams) > 0){ htmlParams$value <- validFunc(value, getParams()) } htmlParams$session <- session htmlParams$inputId <- getID() do.call(htmlUpdateFunc, htmlParams) valueHasChanged <<- FALSE changedParams <<- list() } }, show = function() { "print method" cat("input of class", type, "\n") if (type == "group") { for (n in names(value)) { cat("$", n, ": ", sep = "") value[[n]]$show() } } }, clone = function(env) { newInput <- .self$copy() newInput$env <- env if (type == "group") { newInput$value <- lapply(value, function(i) i$clone(env)) } else { assign(name, newInput$value, envir = env) newInput$env <- env } newInput }, destroy = function() { if (type == "group") { lapply(value, function(i) i$destroy()) } else { rm(list = name, envir = env) } }, getInputs = function() { if (type == "group") { res <- do.call(c, unname(lapply(value, function(i) i$getInputs()))) append(structure(list(.self), .Names = name), res) } else { structure(list(.self), .Names = name) } }, resetDeps = function() { revDeps <<- character(0) displayRevDeps <<- character(0) }, addDeps = function(newRevDeps = character(0), newDisplayRevDeps = character(0)) { revDeps <<- union(revDeps, newRevDeps) displayRevDeps <<- union(displayRevDeps, newDisplayRevDeps) } ) ) #' @export as.character.Input <- function(x, ...) { list(...) "InputObject" } manipulateWidget/R/manipulate_widget.R0000644000176200001440000002270015126746410017612 0ustar liggesusers#Copyright © 2016 RTE Réseau de transport d’électricité #' Add Controls to Interactive Plots #' #' @description #' This function permits to add controls to an interactive plot created with #' packages like \code{dygraphs}, \code{highcharter} or \code{plotly} in order #' to change the input data or the parameters of the plot. #' #' Technically, the function starts a shiny gadget. The R session is bloqued #' until the user clicks on "cancel" or "done". If he clicks on "done", then the #' the function returns the last displayed plot so the user can modify it and/or #' save it. #' #' @param .expr expression to evaluate that returns an interactive plot of class #' \code{htmlwidget}. This expression is re-evaluated each time a control is #' modified. #' @param ... One or more named control arguments created with functions #' \code{\link{mwSlider}}, \code{\link{mwText}}, etc. The name of each control #' is the name of the variable the controls modifies in the expression. One #' can also create a group of inputs by passing a list of such control #' arguments. for instance \code{mygroup = list(txt = mwText(""), nb = #' mwNumeric(0))} creates a group of inputs named mygroup with two inputs #' named "txt" and "nb". #' @param .updateBtn Should an update button be added to the controls ? If #' \code{TRUE}, then the graphic is updated only when the user clicks on the #' update button. #' @param .saveBtn Should an save button be added to the controls ? For saving output as html. Does not work in RStudio Viewer #' @param .exportBtn Should an export button be added to the controls ? For saving output as png. Does not work in RStudio Viewer #' @param .exportType \code{.exportBtn}, using \code{html2canvas} (default) and keeping current zoom, ... or using \code{webshot} #' @param .viewer Controls where the gadget should be displayed. \code{"pane"} #' corresponds to the Rstudio viewer, \code{"window"} to a dialog window, and #' \code{"browser"} to an external web browser. #' @param .compare Sometimes one wants to compare the same chart but with two #' different sets of parameters. This is the purpose of this argument. It can #' be a character vector of input names or a named list whose names are the #' names of the inputs that should vary between the two charts. Each element #' of the list must be a vector or a list of length equal to the number of #' charts with the initial values of the corresponding parameter for each #' chart. It can also be \code{NULL}. In this case, the parameter is #' initialized with the default value for the two charts. #' @param .compareOpts List of options created \code{\link{compareOptions}}. #' These options indicate the number of charts to create and their disposition. #' @param .translations List of translation strings created with function #' \code{\link{mwTranslations}}. Used to translate UI titles and labels. #' @param .return A function that can be used to modify the output of #' \code{manipulateWidget}. It must take two parameters: the first one is the #' final widget, the second one is a list of environments containing the input #' values of each individual widget. The length of this list is one if .compare #' is null, two or more if it has been defined. #' @param .width Width of the UI. Used only on Rmarkdown documents with option #' \code{runtime: shiny}. #' @param .height Height of the UI. Used only on Rmarkdown documents with option #' \code{runtime: shiny}. #' @param .runApp (advanced usage) If true, a shiny gadget is started. If false, #' the function returns a \code{\link{MWController}} object. This object can be #' used to check with command line instructions the behavior of the application. #' (See help page of \code{\link{MWController}}). Notice that this parameter is #' always false in a non-interactive session (for instance when running tests of #' a package). #' #' #' @return #' The result of the expression evaluated with the last values of the controls. #' It should be an object of class \code{htmlWidget}. #' #' @section Advanced Usage: #' The "normal" use of the function is to provide an expression that always #' return an \code{htmlwidget}. In such case, every time the user changes the #' value of an input, the current widget is destroyed and a new one is created #' and rendered. #' #' Some packages provide functions to update a widget that has already been #' rendered. This is the case for instance for package \code{leaflet} with the #' function \code{\link[leaflet]{leafletProxy}}. To use such functions, #' \code{manipulateWidget} evaluates the parameter \code{.expr} with four extra #' variables: #' #' \describe{ #' \item{\code{.initial}:}{ #' \code{TRUE} if the expression is evaluated for the first time and then #' the widget has not been rendered yet, \code{FALSE} if the widget has #' already been rendered. #' } #' \item{\code{.session}:}{ #' A shiny session object. #' } #' \item{\code{.output}:}{ #' ID of the output in the shiny interface. #' } #' \item{\code{.id}:}{ #' Id of the chart. It can be used in comparison mode to make further #' customization without the need to create additional input controls. #' } #' } #' #' You can take a look at the last example to see how to use these two #' variables to update a leaflet widget. #' #' @section Modify the returned widget: #' In some specific situations, a developer may want to use #' \code{manipulateWidget} in a function that waits the user to click on the #' "Done" button and modifies the widget returned by \code{manipulateWidget}. #' In such situation, parameter \code{.return} should be used so that #' \code{manipulateWidget} is the last function called. Indeed, if other code #' is present after, the custom function will act very weird in a Rmarkdown #' document with "runtime: shiny". #' #' @example inst/examples/manipulate_widget.R #' @export #' manipulateWidget <- function(.expr, ..., .updateBtn = FALSE, .saveBtn = TRUE, .exportBtn = TRUE, .exportType = c("html2canvas", "webshot"), .viewer = c("pane", "window", "browser"), .compare = NULL, .compareOpts = compareOptions(), .translations = mwTranslations(), .return = function(widget, envs) {widget}, .width = NULL, .height = NULL, .runApp = TRUE) { # check if we are in runtime shiny isRuntimeShiny <- identical(knitr::opts_knit$get("rmarkdown.runtime"), "shiny") .expr <- substitute(.expr) .viewer <- match.arg(.viewer) .env <- parent.frame() .compareOpts <- do.call(compareOptions, .compareOpts) .translations <- do.call(mwTranslations, .translations) .exportType <- match.arg(.exportType) if (.exportType == "webshot" && !requireNamespace("webshot")) { stop("Package 'webshot' has not been installed. Install it or use argument .exportType = 'html2canvas'") } if (is.null(.compare)) { .compareOpts$ncharts <- 1 } else { if (is.character(.compare)) { .compare <- sapply(.compare, function(x) NULL, simplify = FALSE, USE.NAMES = TRUE) } if (is.null(.compareOpts$ncharts) || .compareOpts$ncharts < 2) { .compareOpts$ncharts <- 2 } } dims <- .getRowAndCols(.compareOpts$ncharts, .compareOpts$nrow, .compareOpts$ncol) # Initialize inputs l_inputs <- list(...) if(".updateBtnInit" %in% names(l_inputs)){ warning(".updateBtnInit is deprecated. Graphics are now always render on init") l_inputs$.updateBtnInit <- NULL } inputs <- initInputEnv(l_inputs, env = .env, compare = .compare, ncharts = .compareOpts$ncharts) # Initialize controller controller <- MWController(.expr, inputs, autoUpdate = list(value = !.updateBtn, saveBtn = .saveBtn, exportBtn = .exportBtn, exportType = .exportType), nrow = dims$nrow, ncol = .compareOpts$ncol, returnFunc = .return, translations = .translations) if (.runApp & interactive()) { # We are in an interactive session so we start a shiny gadget .viewer <- switch( .viewer, pane = shiny::paneViewer(), window = shiny::dialogViewer("manipulateWidget"), browser = shiny::browserViewer() ) ui <- mwUI("mw", border = FALSE, okBtn = TRUE, updateBtn = .updateBtn, saveBtn = .saveBtn, exportBtn = .exportBtn, exportType = .exportType, width = "100%", height = "100%", allowCompare = .compareOpts$allowCompare) server <- function(input, output, session) { callModule(mwModuleServer, "mw", controller) } shiny::runGadget(ui, server, viewer = .viewer) } else if (.runApp & isRuntimeShiny) { # We are in Rmarkdown document with shiny runtime. So we start a shiny app ui <- mwUI("mw", border = TRUE, okBtn = FALSE, updateBtn = .updateBtn, saveBtn = .saveBtn, exportBtn = .exportBtn, exportType = .exportType, width = "100%", height = "100%", allowCompare = .compareOpts$allowCompare) server <- function(input, output, session) { callModule(mwModuleServer, "mw", controller) } shiny::shinyApp(ui = ui, server = server, options = list(width = .width, height = .height)) } else { # Other cases (Rmarkdown or non interactive execution). We return the controller # to not block the R execution. invisible(controller) } } manipulateWidget/R/shiny_module_compare_inputs.R0000644000176200001440000000571115126675445021733 0ustar liggesuserscompareInputsModuleUI <- function(id, allowCompare = TRUE) { ns <- NS(id) if (allowCompare) { shiny::uiOutput(ns("content")) } else { tags$div( style = "visibility:hidden;", shiny::uiOutput(ns("content")) ) } } compareInputsModuleServer <- function(input, output, session, ctrl) { ns <- session$ns output$content <- shiny::renderUI({ shiny::tagList( tags$div(class="separator"), checkboxInput(ns("compare"), ctrl$translations$compare, value = ctrl$ncharts > 1), shiny::conditionalPanel( sprintf("input['%s']", ns("compare")), shiny::selectInput( ns(".compareVars"), ctrl$translations$compareVars, choices = ctrl$uiSpec$getShareable(), selected = intersect(ctrl$uiSpec$getShareable(), ctrl$uiSpec$inputList$unshared()), multiple = TRUE ), tags$div( class = "compare-inputs", tags$div( shiny::numericInput(ns("nbCharts"), ctrl$translations$ncharts, value = max(2, ctrl$ncharts), min = 2, max = 12) ), tags$div( shiny::selectInput(ns("ncols"), ctrl$translations$ncol, c("auto", 1:4), selected = ctrl$ncol) ) ) ) ) }) nbCharts <- reactive({if (is.null(input$compare)) ctrl$ncharts else if (input$compare) input$nbCharts else 1}) observeEvent(input$compare, { if (!is.null(input$compare) && !input$compare) { for (n in intersect(ctrl$uiSpec$getShareable(), input$.compareVars)) { ctrl$uiSpec$shareInput(n) } updateSelectInput(session, ".compareVars", selected = list()) } }, ignoreInit = TRUE, ignoreNULL = FALSE) res <- reactiveValues() observe({ req(nbCharts()) i_ncols <- input$ncols if(is.null(i_ncols)) i_ncols <- ctrl$ncol if(is.null(i_ncols)) i_ncols <- "auto" if (nbCharts() == 1) { ncol <- 1 } else if (i_ncols== "auto") { ncol <- NULL } else { ncol <- as.numeric(i_ncols) } dim <- .getRowAndCols(nbCharts(), ncol = ncol) res$n <- dim$n res$ncol <- dim$ncol res$nrow <- dim$nrow }) observeEvent(ignoreNULL = FALSE, ignoreInit = TRUE, input$.compareVars, { toUnshare <- setdiff(input$.compareVars, ctrl$uiSpec$inputList$unshared()) toShare <- setdiff( setdiff(ctrl$uiSpec$getShareable(), input$.compareVars), ctrl$uiSpec$inputList$shared() ) for (n in toUnshare) { ctrl$uiSpec$unshareInput(n) } for (n in toShare) { newSharedInputs <- ctrl$uiSpec$shareInput(n) if (length(newSharedInputs) > 0 & nbCharts() > 1) { for (i in 2:nbCharts()) ctrl$updateChart(i) } } unshared <- intersect(ctrl$uiSpec$getShareable(), ctrl$uiSpec$inputList$unshared()) if (!identical(sort(input$.compareVars), sort(unshared))) { shiny::updateSelectInput(session, ".compareVars", selected = unshared) } }) res$.compareVars <- reactive(input$.compareVars) res } manipulateWidget/R/shiny_module_grid.R0000644000176200001440000000361715126675445017633 0ustar liggesusersgridModuleUI <- function(id) { ns <- NS(id) uiOutput(ns("cells"), container = function(...) { tags$div( class = "mw-chartarea", ... ) }) } gridModuleServer <- function(input, output, session, dim, ctrl, ...) { ns <- session$ns ncells <- reactiveVal(NULL) observeEvent(dim$n, { if (is.null(ncells())) { outputEls <- lapply(seq_len(dim$n), function(i) { content <- ctrl$outputFunc(ns(paste0("output_", i)), width = "100%", height = "100%") style <- sprintf("float:left;width:%s%%;height:%s%%;", floor(100 / dim$ncol), floor(100 / dim$nrow)) tags$div(class="mw-chart", style = style, content) }) output$cells <- renderUI(shiny::tagList(outputEls)) } else if (ncells() < dim$n) { outputEls <- lapply((ncells()+1):dim$n, function(i) { content <- ctrl$outputFunc(ns(paste0("output_", i)), width = "100%", height = "100%") style <- sprintf("float:left;width:%s%%;height:%s%%;", floor(100 / dim$ncol), floor(100 / dim$nrow)) tags$div(class="mw-chart", style = style, content) }) shiny::insertUI(paste0("#",ns("cells")),ui=shiny::tagList(outputEls), session = session) resetSize(dim$nrow, dim$ncol, ns) } else if (ncells() > dim$n) { for (i in ncells():(dim$n+1)) { shiny::removeUI(sprintf("div:has(> #%s_%s)", ns("output"), i),session = session) } } ncells(dim$n) }, ignoreNULL = TRUE) observe({ resetSize(dim$nrow, dim$ncol, ns) shinyjs::runjs("resizeAllWidgets()") }) return(list(output = output, session = session)) } resetSize <- function(nrow, ncol, ns) { width <- paste0(floor(100 / ncol), "%") height <- paste0(floor(100 / nrow), "%") id <- ns("cells") js <- sprintf( "$('#%s .mw-chart').css({'float':'left', 'width':'%s', 'height':'%s'})", id, width, height ) shinyjs::runjs(js) } manipulateWidget/R/translations.R0000644000176200001440000000311315126675445016637 0ustar liggesusers#' Translate UI titles and labels #' #' Creates a list of translation strings that can be passed to function #' \code{\link{manipulateWidget}} to translate some UI elements. #' #' @param settings Title of the settings panel. #' @param chart Title of the chart panel. #' @param compare Label of the checkbox that activate the comparison mode. #' @param compareVars Label of the input containing the list of variables to compare. #' @param ncol Label of the input that sets the number of columns. #' @param ncharts Label of the input that sets the number of charts. #' #' @return #' Named list of translation strings. #' #' @examples #' translations <- mwTranslations( #' settings = "Parametres", chart = "Graphique", compare = "Comparaison", #' compareVars = "Variable de comparaison", ncharts = "Nb graph.", ncol = "Nb col." #' ) #' #' if (require(dygraphs)) { #' mydata <- data.frame(year = 2000+1:100, value = rnorm(100)) #' manipulateWidget(dygraph(mydata[range[1]:range[2] - 2000, ], main = title), #' range = mwSlider(2001, 2100, c(2001, 2100)), #' title = mwText("Fictive time series"), #' .translations = translations) #' } #' #' @export #' mwTranslations <- function(settings = "Settings", chart = "Chart", compare = "Compare", compareVars = "Variables to compare", ncol = "Nb Columns", ncharts = "Nb Charts") { list( settings = settings, chart = chart, compare = compare, compareVars = compareVars, ncol = ncol, ncharts = ncharts ) } manipulateWidget/R/input_list_class.R0000644000176200001440000001575115126675445017510 0ustar liggesusersextractVarsFromExpr <- function(expr) { f <- function() {} body(f) <- expr codetools::findGlobals(f, merge = FALSE)$variables } # Private reference class used to update value and params of a set of inputs # when the value of an input changes. InputList <- setRefClass( "InputList", fields = c("session", "initialized", "inputTable"), methods = list( initialize = function(inputs, session = NULL) { "args: - inputs: list of initialized inputs - session: shiny session" inputList <- lapply(inputs, function(input) input$getInputs()) inputList <- do.call(c, inputList) if (length(inputs) > 0) { inputTable <<- data.frame( row.names = sapply(inputList, function(x) {x$getID()}), name = sapply(inputList, function(x) x$name), chartId = sapply(inputList, function(x) get(".id", envir = x$env)), type = sapply(inputList, function(x) x$type), input = I(inputList), stringsAsFactors = FALSE ) } else { inputTable <<- data.frame() } session <<- session initialized <<- FALSE # Set dependencies setDeps() }, setDeps = function() { # Reset all deps for (id in row.names(inputTable)) { getInputById(id)$resetDeps() } for (input in inputTable$input) { inputId <- input$getID() deps <- getDeps(input) for (d in deps$params) { getInputById(d)$addDeps(newRevDeps = inputId) } for (d in deps$display) { getInputById(d)$addDeps(newDisplayRevDeps = inputId) } } }, init = function() { if (!initialized) { update(forceDeps = TRUE) initialized <<- TRUE } return(.self) }, isShared = function(name) { idx <- which(inputTable$name == name) if (length(idx) == 0) stop("cannot find input ", name) any(inputTable$chartId[idx] == 0) }, shared = function() { inputTable$name[inputTable$chartId == 0] }, unshared = function() { unique(inputTable$name[inputTable$chartId != 0]) }, isVisible = function(name, chartId = 1, inputId = NULL) { i <- getInput(name, chartId, inputId) eval(i$display, envir = i$env) }, updateHTMLVisibility = function(name, chartId = 1, inputId = NULL) { if (!is.null(session)) { input <- getInput(name, chartId, inputId) catIfDebug("Update visibility of", input$getID()) shiny::updateCheckboxInput( session, paste0(input$getID(), "_visible"), value = eval(input$display, envir = input$env) ) } }, getDeps = function(input) { chartId <- get(".id", input$env) deps <- lapply(input$params, extractVarsFromExpr) deps <- do.call(c, deps) displayDeps <- extractVarsFromExpr(input$display) list( params = row.names(inputTable)[inputTable$name %in% deps & inputTable$chartId %in% c(0, chartId)], display = row.names(inputTable)[inputTable$name %in% displayDeps & inputTable$chartId %in% c(0, chartId)] ) }, getInput = function(name, chartId = 1, inputId = NULL) { if (!is.null(inputId)) { return(getInputById(inputId)) } idx <- which(inputTable$name == name & inputTable$chartId %in% c(0, chartId)) if (length(idx) == 0) { catIfDebug("cannot find input with name ", name) NULL } else { inputTable$input[[idx]] } }, getInputById = function(inputId) { if (!inputId %in% row.names(inputTable)) { catIfDebug("cannot find input with id ", inputId) NULL } else { inputTable[inputId, "input"][[1]] } }, addInputs = function(x) { if (length(x) == 0) return() initialInputs <- row.names(inputTable) for (input in x) { if (input$type == "group") addInputs(input$value) } newInputs <- data.frame( row.names = sapply(x, function(i) i$getID()), name = sapply(x, function(i) i$name), chartId = sapply(x, function(i) get(".id", envir = i$env)), type = sapply(x, function(i) i$type), input = I(x), stringsAsFactors = FALSE ) inputTable <<- rbind(inputTable, newInputs) # Reset dependencies setDeps() if (initialized) update(forceDeps = TRUE) setdiff(row.names(inputTable), initialInputs) }, removeInput = function(name, chartId = 0, inputId = NULL) { if (!is.null(inputId)) { if (!inputId %in% row.names(inputTable)){ catIfDebug("cannot find input with id ", inputId) return(TRUE) } else { idx <- which(row.names(inputTable) == inputId) } } else { idx <- which(inputTable$name == name & inputTable$chartId == chartId) } if (length(idx) == 0){ catIfDebug("cannot find input with name ", name) return(TRUE) } if (length(idx) > 1){ catIfDebug("Something wrong with input", name) return(TRUE) } inputToRemove <- inputTable[idx, "input"][[1]] inputTable <<- inputTable[-idx,] if(inputToRemove$type == "group") { for (input in inputToRemove$value) removeInput(inputId = input$getID()) } setDeps() TRUE }, getValue = function(name, chartId = 1, inputId = NULL) { getInput(name, chartId, inputId)$value }, getValues = function(chartId = 1) { idx <- which(inputTable$chartId %in% c(0, chartId) & inputTable$type != "group") res <- lapply(inputTable$input[idx], function(i) i$value) names(res) <- inputTable$name[idx] res }, setValue = function(name, value, chartId = 1, inputId = NULL, reactive = FALSE) { input <- getInput(name, chartId, inputId) oldValue <- input$value res <- input$setValue(value, reactive = reactive) if (!identical(oldValue, res)) updateRevDeps(input) res }, updateRevDeps = function(input, force = FALSE) { if (!initialized && !force) return() if (length(input$revDeps) > 0) { catIfDebug("Update dependencies of variable", input$name) for (inputId in input$revDeps) { revDepInput <- getInput(inputId = inputId) if(!identical(revDepInput$value, revDepInput$updateValue())) { updateRevDeps(revDepInput) } } } for (inputId in input$displayRevDeps) { updateHTMLVisibility(inputId = inputId) } updateHTML() }, update = function(forceDeps = FALSE) { "Update all inputs" for (input in inputTable$input) { if (!identical(input$value, input$updateValue())) updateRevDeps(input, force = forceDeps) } }, updateHTML = function() { if (!is.null(session)) { for (input in inputTable$input) { input$updateHTML(session) } } }, show = function() { print(inputTable) } ) ) `[.InputList` <- function(x, i, j, ...) { x$inputTable[i, j, ...] } manipulateWidget/R/mw_ui.R0000644000176200001440000001155115126675445015243 0ustar liggesusers#' Private function that generates the general layout of the application #' #' @param ns namespace function created with shiny::NS(). Useful to create #' modules. #' @param inputs Object returned by preprocessInputs #' @param ncol Number of columns in the chart area. #' @param nrow Number of rows in the chart area. #' @param outputFun Function that generates the html elements that will contain #' a given widget #' @param okBtn Should the OK Button be added to the UI ? #' @param saveBtn Should an save button be added to the controls ? For saving output as html. Does not work in RStudio Viewer #' @param exportBtn Should an export button be added to the controls ? For saving output as png. Does not work in RStudio Viewer #' @param exportType \code{.exportBtn}, using \code{html2canvas} (default) and keeping current zoom, ... or using \code{webshot} #' @param updateBtn Should the updateBtn be added to the UI ? #' @param width, height Must be a valid CSS unit (like "100%", "400px", "auto") or a number, #' which will be coerced to a string and have "px" appended. Default to "100%" & "400px" #' #' @return shiny tags #' #' @noRd mwUI <- function(id, nrow = 1, ncol = 1, okBtn = TRUE, saveBtn = TRUE, exportBtn = TRUE, exportType = "html2canvas", updateBtn = FALSE, areaBtns = TRUE, border = FALSE, width = "100%", height = "400px", fillPage = TRUE, allowCompare = TRUE) { ns <- NS(id) htmldep <- htmltools::htmlDependency( "manipulateWidget", "0.7.0", system.file("manipulate_widget", package = "manipulateWidget"), script = "manipulate_widget.js", style = "manipulate_widget.css" ) if(exportBtn & (exportType %in% "html2canvas")) { fileSaver_dep <- htmltools::htmlDependency( name = "FileSaver", version = "1.1.20151003", src = c(file=system.file("lib/export/FileSaver", package="manipulateWidget")), script = "FileSaver.min.js" ) Blob_dep <- htmltools::htmlDependency( name = "Blob", version = "1.0", src = c(file=system.file("lib/export/Blob", package="manipulateWidget")), script = "Blob.js" ) canvastoBlob_dep <- htmltools::htmlDependency( name = "canvas-toBlob", version = "1.0", src = c(file=system.file("lib/export/canvas-toBlob", package="manipulateWidget")), script = "canvas-toBlob.js" ) html2canvas_dep <- htmltools::htmlDependency( name = "html2canvas", version = "1.0", src = c(file=system.file("lib/export/html2canvas", package="manipulateWidget")), script = "html2canvas.js" ) htmldep <- list(htmldep, fileSaver_dep, Blob_dep, canvastoBlob_dep, html2canvas_dep) } if (border) class <- "mw-container with-border" else class <- "mw-container" content <- fillRow( flex = c(NA, NA, 1), width = width, height = height, menuModuleUI(ns("menu"), updateBtn = updateBtn, saveBtn = saveBtn, okBtn = okBtn, exportBtn = exportBtn, exportType = exportType), inputAreaModuleUI(ns("inputarea"), allowCompare = allowCompare), gridModuleUI(ns("grid")) ) if(fillPage){ container <- fillPage( shinyjs::useShinyjs(), tags$div( id = ns("ui"), class = class, style = paste("width:", width, ";height:", height, ";", sep = ""), content ) ) } else { container <- tags$div( id = ns("ui"), class = class, style = paste("width:", width, ";height:", height, ";", sep = ""), shinyjs::useShinyjs(), content ) } htmltools::attachDependencies(container, htmldep, TRUE) } #' @param border Should a border be added to the module ? #' @param okBtn Should the UI contain the OK button ? #' @param saveBtn Should the UI contain the save button ? For saving output as html #' @param exportBtn Should an export button be added to the controls ? For saving output as png #' @param updateBtn Should the updateBtn be added to the UI ? #' @param margin Margin to apply around the module UI. Should be one two or four valid css #' units. #' @param width Width of the module UI. #' @param height Height of the module UI. #' @param header Tag or list of tags to display as a common header above all tabPanels. #' @param footer Tag or list of tags to display as a common footer below all tabPanels #' @inheritParams compareOptions #' #' @rdname mwModule #' @export mwModuleUI <- function(id, border = TRUE, okBtn = FALSE, saveBtn = TRUE, exportBtn = TRUE, updateBtn = FALSE, allowCompare = TRUE, margin = 0, width = "100%", height = 400, header = NULL, footer = NULL) { res <- mwUI(id, border = border, okBtn = okBtn, saveBtn = saveBtn, exportBtn = exportBtn, allowCompare = allowCompare, updateBtn = updateBtn, width = width, height = height, fillPage = FALSE) shiny::tagList( header, res, footer ) } manipulateWidget/R/input_env.R0000644000176200001440000001607415126675445016137 0ustar liggesusers#' Private function that initialize an environment for a given chart. #' #' @param parentEnv an environment to be used as the enclosure of the environment #' created. #' @param id index of the chart #' #' @return Environment #' @noRd initEnv <- function(parentEnv, id) { res <- new.env(parent = parentEnv) res$.initial <- TRUE res$.session <- NULL res$.id <- id if (id == 0) res$.output <- "shared" else res$.output <- paste0("output_", id) res } #' Private function that initializes environments and inputs #' #' @param inputs list of uninitialized inputs #' @param env parent environement #' @param compare character vector with the name of the inputs to compare #' @param ncharts number of charts that will be created #' #' @return An InputEnv object with the following elements: #' - envs: list with elements #' - shared: shared environment #' - ind: list of individual environments. Length is equal to ncharts #' - hierarchy: Named list representing the disposition of inputs #' - inputList: same as inputs but flattened to facilitate looping. #' - ncharts: number of charts #' @noRd initInputEnv <- function(inputs, env = parent.frame(), compare = NULL, ncharts = 1) { res <- InputEnv() res$init(inputs = inputs, env = env, compare = compare, ncharts = ncharts) res } InputEnv <- setRefClass( "InputEnv", fields = c("envs", "inputList", "ncharts", "hierarchy"), methods = list( initialize = function() {}, init = function(inputs, env = parent.frame(), compare = NULL, ncharts = 1) { if (is.null(names(inputs))) stop("All arguments need to be named.") for (i in inputs) if (!inherits(i, "Input")) stop("All arguments need to be Input objects.") ncharts <<- ncharts # Initialize environments sharedEnv <- initEnv(env, 0) indEnvs <- lapply(seq_len(ncharts), function(i) initEnv(sharedEnv, i)) envs <<- list( shared = sharedEnv, ind = indEnvs ) # Get the hierarchy of inputs (used for html generation) getHierarchyRecursive <- function(inputs) { res <- sapply(names(inputs), function(n) { if (inputs[[n]]$type == "group") { getHierarchyRecursive(inputs[[n]]$value) } else { n } }, USE.NAMES = TRUE, simplify = FALSE) } hierarchy <<- getHierarchyRecursive(inputs) # Init inputs lapply(names(inputs), function(n) {inputs[[n]]$init(n, sharedEnv)}) inputList <<- InputList(inputs) # If compare is not null, unshare inputs and set initial values lapply(names(compare) , function(n) { newInputIds <- unshareInput(n) if (!is.null(compare[[n]])) { for (i in seq_len(ncharts)) { inputList$setValue(inputId = newInputIds[i], value = compare[[n]][[i]]) } } }) }, shareInput = function(name) { if (name %in% inputList$shared()) { return(character()) } oldInput <- inputList$getInput(name, 1) if(!is.null(oldInput$group)) { return(shareInput(oldInput$group)) } catIfDebug("Share variable", name) newInputIds <- character() for (dep in unname(do.call(c, inputList$getDeps(oldInput)))) { newInputIds <- append(newInputIds, shareInput(inputList$getInput(inputId = dep)$name)) } newInput <- oldInput$clone(envs$shared) for (i in seq_len(ncharts)) { inputList$getInput(name, i)$destroy() inputList$removeInput(name, chartId = i) } append(newInputIds, inputList$addInputs(list(name = newInput))) }, unshareInput = function(name) { if (is.null(name) || name %in% "") return(character()) if (name %in% inputList$unshared()) return(character()) oldInput <- inputList$getInput(name, 0) if(!is.null(oldInput$group)) { return(unshareInput(oldInput$group)) } catIfDebug("Unshare variable", name) newInputIds <- character() for (id in c(oldInput$revDeps,oldInput$displayRevDeps)) { newInputIds <- append(newInputIds, unshareInput(inputList$getInput(inputId = id)$name)) } inputList$removeInput(name, chartId = 0) for (i in seq_len(ncharts)) { newInput <- oldInput$clone(envs$ind[[i]]) newInputIds <- append( newInputIds, inputList$addInputs(list(name = newInput)) ) } oldInput$destroy() newInputIds }, getInputsForChart = function(chartId) { if (chartId == 0) { inputNames <- intersect(names(hierarchy), inputList$shared()) } else { inputNames <- intersect(names(hierarchy), inputList$unshared()) } sapply(inputNames, function(n) { inputList$getInput(n, chartId) }, simplify = FALSE, USE.NAMES = TRUE) }, getShareable = function() { intersect( names(hierarchy), inputList$inputTable[inputList$inputTable$type != "sharedValue", "name"] ) }, addChart = function() { ncharts <<- ncharts + 1 # Copy environment of last chart envs$ind <<- append(envs$ind, cloneEnv(envs$ind[[ncharts - 1]], envs$shared)) assign(".id", ncharts, envir = envs$ind[[ncharts]]) assign(".output", paste0("output_", ncharts), envir = envs$ind[[ncharts]]) assign(".initial", TRUE, envir = envs$ind[[ncharts]]) # Get the list of inputs to clone toClone <- inputList$inputTable$chartId == ncharts - 1 & inputList$inputTable$name %in% names(hierarchy) inputsToClone <- inputList$inputTable[toClone, "input"] # Copy inputs newInputs <- lapply(inputsToClone, function(input) { input$clone(envs$ind[[ncharts]]) }) allNewInputs <- lapply(unname(newInputs), function(input) { input$getInputs() }) allNewInputs <- do.call(c, allNewInputs) inputList$addInputs(allNewInputs) }, removeChart = function() { if (ncharts == 1) stop("Need at least one chart.") for (n in inputList$unshared()) { inputList$removeInput(n, chartId = ncharts) } envs$ind[[ncharts]] <<- NULL ncharts <<- ncharts - 1 }, setChartNumber = function(n) { if (n < 1) stop("Need at least one chart.") while (n != ncharts) { if (n > ncharts) { addChart() } else { removeChart() } } }, clone = function() { newSharedEnv <- cloneEnv(envs$shared) newEnvs <- lapply(envs$ind, cloneEnv, parentEnv = newSharedEnv) newInputList <- InputList(list()) newInputs <- list() for (n in names(hierarchy)) { if(inputList$isShared(n)) { newInputs <- append(newInputs, inputList$getInput(n, 0)$clone(newSharedEnv)) } else { for (i in seq_len(ncharts)) { newInputs <- append(newInputs, inputList$getInput(n, i)$clone(newEnvs[[i]])) } } } newInputList$addInputs(newInputs) res <- InputEnv() res$envs <- list(shared = newSharedEnv, ind = newEnvs) res$inputList <- newInputList res$hierarchy <- hierarchy res$ncharts <- ncharts res } ) ) manipulateWidget/vignettes/0000755000176200001440000000000015127702746015600 5ustar liggesusersmanipulateWidget/vignettes/update-widget.gif0000644000176200001440000115037115126675445021046 0ustar liggesusersGIF89aXywwwopijee`bX[QN??g48;,05293BEJKLNNOPakv~煸搽߰Դддеееееддеееҵֵ׵նҷѹѽѼ̶DzªzqlxϗϚΟǤåŧܴ鼸չԶԱմ״ٶڹڼ! 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It provides the function ``manipulateWidget` that can be used to create in a very easy and quick way a graphical interface that lets the user modify the data or the parameters of an interactive chart. Technically, the function generates a Shiny gadget, but the user does not even have to know what is Shiny. The package also provides the `combineWidgets` function to easily combine multiple interactive charts in a single view. Of course both functions can be used together: here is an example that uses packages `dygraphs` and `plot_ly` (code at the end of the document). ![An example of what one can do with manipulateWidgets](fancy-example.gif) ## Getting started The main function of the package is `manipulateWidget`. It takes as argument an expression that generates an interactive chart (and more precisely an htmlwidget object. See http://www.htmlwidgets.org/ if you have never heard about it) and a set of input controls created with functions mwSlider, mwCheckbox... which are used to dynamically change values within the expression. Each time the user modifies the value of a control, the expression is evaluated again and the chart is updated. Consider the following code: ```{r eval=FALSE} manipulateWidget( myPlotFun(country), country = mwSelect(c("BE", "DE", "ES", "FR")) ) ``` It generates a graphical interface with a select input on its left with options "BE", "DE", "ES", "FR". The value of this input is mapped to the variable `country` in the expression. By default, at the beginning the value of `country` will be equal to the first choice of the input. So the function will first execute `myPlotFun("BE")` and the result will be displayed in the main panel of the interface. If the user changes the value to "FR", then the expression `myPlotFun("FR")` is evaluated and the new result is displayed. The interface also contains a button "Done". When the user clicks on it, the last chart is returned. It can be stored in a variable, be modified by the user, saved as a html file with saveWidget from package htmlwidgets or converted to a static image file with package `webshot`. Of course, one can create as many controls as needed. The interface of the animated example in the introduction was generated with the following code: ```{r eval=FALSE} manipulateWidget( myPlotFun(distribution, range, title), distribution = mwSelect(choices = c("gaussian", "uniform")), range = mwSlider(2000, 2100, value = c(2000, 2100), label = "period"), title = mwText() ) ``` To see all available controls that can be added to the UI, take a look at the list of the functions of the package: ```{r eval=FALSE} help(package = "manipulateWidget") ``` ## Combining widgets The `combineWidgets` function gives an easy way to combine interactive charts (like `par(mfrow = c(...))` or `layout` for static plots). To do it, one has simply to pass to the function the widgets to combine. In the next example, we visualize two random time series with dygraphs and combine them. ```{r combine, warning=FALSE, out.width="100%"} library(dygraphs) plotRandomTS <- function(id) { dygraph(data.frame(x = 1:10, y = rnorm(10)), main = paste("Random plot", id)) } combineWidgets(plotRandomTS(1), plotRandomTS(2)) ``` The functions tries to find the best number of columns and rows. But one can control them with parameters `nrow`and `ncol`. It is also possible to control their relative size with parameters `rowsize` and `colsize`. To achieve complex layouts, it is possible to use nested combined widgets. Here is an example of a complex layout. ```{r combine_complex_layout, out.width="100%"} combineWidgets( ncol = 2, colsize = c(2, 1), plotRandomTS(1), combineWidgets( ncol = 1, plotRandomTS(2), plotRandomTS(3), plotRandomTS(4) ) ) ``` Even if the main use of `combineWidgets` is to combine `htmlwidgets`, it can also display text or html tags. It can be useful to include comments in a chart. Moreover it has arguments to add a title and to add some html content in the sides of the chart. ```{r combine_content, , out.width="100%", out.height=400} combineWidgets( plotRandomTS(1), plotRandomTS(2), plotRandomTS(3), plotRandomTS(4), title = "Four random plots", header = "Here goes the header content. It can include html code.", footer = "Here goes the footer content.", leftCol = "

", rightCol = "
right column
" ) ``` ## Advanced usage ### Comparison mode Sometimes one wants to compare two similar charts to visualize the impact of some parameter or to compare different data sets. `manipulateWidget` has an argument to perform such comparison without writing much code: `.compare`. One just has to write the code to generate one chart and use this argument to specify which parameters should vary between the two charts. Here is a toy example that uses `dygraphs`. ```{r eval=FALSE} mydata <- data.frame( timeId = 1:100, series1 = rnorm(100), series2 = rnorm(100), series3 = rnorm(100) ) manipulateWidget( dygraph(mydata[range[1]:range[2], c("timeId", series)], main = title), range = mwSlider(1, 100, c(1, 100)), series = mwSelect(c("series1", "series2", "series3")), title = mwText(), .compare = list( title = list("First chart", "Second chart"), series = NULL ) ) ``` ![Comparison mode](comparison.gif) ### Grouping controls If you have a large number of inputs, you can easily group them. To do so, simply use function `mwGroup()`. Here is a toy example. Groups are by default collapsed and user can click on their title to display/collapse then. ```{r eval = FALSE} mydata <- data.frame(x = 1:100, y = rnorm(100)) manipulateWidget( dygraph(mydata[range[1]:range[2], ], main = title, xlab = xlab, ylab = ylab), range = mwSlider(1, 100, c(1, 100)), "Graphical parameters" = mwGroup( title = mwText("Fictive time series"), xlab = mwText("X axis label"), ylab = mwText("Y axis label") ) ) ``` ![Grouping inputs](groups-inputs.gif) ### Conditional inputs Sometimes some inputs are relevant only if other inputs have some value. `manipulateWidget`provides a way to show/hide inputs conditionally to the value of the other inputs thanks to parameter `.display` of the input generator functions. This parameter needs to be an expression that evaluates to `TRUE` or `FALSE`. Here is a toy example, using package `plot_ly`. User can choose points or lines to represent some data. If he chooses lines, then an input appears to let him choose the width of the lines. ```{r eval=FALSE} mydata <- data.frame(x = 1:100, y = rnorm(100)) myPlot <- function(type, lwd) { if (type == "points") { plot_ly(mydata, x= ~x, y = ~y, type = "scatter", mode = "markers") } else { plot_ly(mydata, x= ~x, y = ~y, type = "scatter", mode = "lines", line = list(width = lwd)) } } manipulateWidget( myPlot(type, lwd), type = mwSelect(c("points", "lines"), "points"), lwd = mwSlider(1, 10, 1, .display = type == "lines") ) ``` ![Conditional inputs](conditional-inputs.gif) ### Updating an input control `manipulateWidget` provides a simple mecanism to dynamically update inputs. Indeed, all input generator functions (`mwSlider()`, `mwSelect()`, etc.) accept as parameters expressions that depend on the value of the other inputs. Thanks to this mechanism, you can dynamically modify an input based on the value. For instance, one can change the available choices of a select input based on the value of another input. Here is an example that uses package `plotly` to represent with a barchart a car from the `mtcars` dataset. User chooses the number of cylinders and then a car among the ones with this number of cylinders. ```{r dynamic_input, eval=FALSE} colMax <- apply(mtcars, 2, max) plotCar <- function(carName) { carValues <- unlist(mtcars[carName, ]) carValuesRel <- carValues / colMax plot_ly() %>% add_bars(x = names(mtcars), y = carValuesRel, text = carValues, hoverinfo = c("x+text")) } carChoices <- split(row.names(mtcars), mtcars$cyl) str(carChoices) ## $ 4: chr [1:11] "Datsun 710" "Merc 240D" "Merc 230" "Fiat 128" ... ## $ 6: chr [1:7] "Mazda RX4" "Mazda RX4 Wag" "Hornet 4 Drive" "Valiant" ... ## $ 8: chr [1:14] "Hornet Sportabout" "Duster 360" "Merc 450SE" "Merc 450SL" ... manipulateWidget( plotCar(car), cylinders = mwSelect(c("4", "6", "8")), car = mwSelect(choices = carChoices[[cylinders]]) ) ``` ![Dynamic inputs](dynamic_inputs.gif) ### Updating a widget The "normal" use of `manipulateWidget` is to provide an expression that always return an `htmlwidget`. In such case, every time the user changes the value of an input, the current widget is destroyed and a new one is created and rendered. This behavior is not optimal and sometimes it can be painful for the user: consider for instance an interactive map. Each time user changes an input, the map is destroyed and created again, then zoom and location on the map are lost every time. Some packages provide functions to update a widget that has already been rendered. This is the case for instance for package `leaflet` with the function `leafletProxy`. To use such functions, `manipulateWidget` evaluates the parameter `.expr` with extra variables: * `.initial`: `TRUE` if the expression is evaluated for the first time and then the widget has not been rendered yet, `FALSE` if the widget has already been rendered. * `.session`: A shiny session object. * `.outputId`: ID of the element containing the widget. It is quite easy to write an expression that initializes a widget when it is evaluated the first time and then updates this widget. Here is an example using package `leaflet`. ```{r eval=FALSE} lon <- rnorm(10, sd = 20) lat <- rnorm(10, sd = 20) myMapFun <- function(radius, color, initial, session, outputId) { if (initial) { # Widget has not been rendered map <- leaflet() %>% addTiles() } else { # widget has already been rendered map <- leafletProxy(outputId, session) %>% clearMarkers() } map %>% addCircleMarkers(lon, lat, radius = radius, color = color) } manipulateWidget(myMapFun(radius, color, .initial, .session, .output), radius = mwSlider(5, 30, 10), color = mwSelect(c("red", "blue", "green"))) ``` ![Conditional inputs](update-widget.gif) ### Using `manipulateWidget` in a document `manipulateWidget` uses Shiny, so it does not work in a "normal" Rmarkdown document. 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>VcRt@p;17E`:n EuS)w2 2(v'f?BUcԴV*/(:Z@~͡/8B4 29bgf!%8U9}OT SJ@jWڈ*h:VW"; ZxB`֚f@~}ιȠ@1&b7gO gYe@vo,j V rD4?;@Kgܹ/M~܎l1g 1Кݡqo.دunIxb]7p1 ,Et;q u=c'7H J_\h$g|rRM1|˃YK"[>eyZt܊ahUډs:닆e;0kIJN V}~ |}O.p!|manipulateWidget/NAMESPACE0000644000176200001440000000314515127701747015012 0ustar liggesusers# Generated by roxygen2: do not edit by hand S3method(as.character,Input) S3method(summary,MWController) export(combineWidgets) export(combineWidgetsOutput) export(compareOptions) export(knit_print.MWController) export(manipulateWidget) export(mwCheckbox) export(mwCheckboxGroup) export(mwDate) export(mwDateRange) export(mwGroup) export(mwModule) export(mwModuleUI) export(mwNumeric) export(mwPassword) export(mwRadio) export(mwSelect) export(mwSelectize) export(mwSharedValue) export(mwSlider) export(mwText) export(mwTranslations) export(renderCombineWidgets) export(staticImage) export(staticPlot) exportClasses(MWController) importFrom(grDevices,dev.off) importFrom(grDevices,png) importFrom(htmltools,tagGetAttribute) importFrom(htmlwidgets,getDependency) importFrom(methods,is) importFrom(methods,new) importFrom(methods,setRefClass) importFrom(miniUI,gadgetTitleBar) importFrom(miniUI,miniContentPanel) importFrom(miniUI,miniPage) importFrom(miniUI,miniTabPanel) importFrom(miniUI,miniTabstripPanel) importFrom(shiny,NS) importFrom(shiny,callModule) importFrom(shiny,checkboxInput) importFrom(shiny,fillPage) importFrom(shiny,fillRow) importFrom(shiny,icon) importFrom(shiny,isolate) importFrom(shiny,observe) importFrom(shiny,observeEvent) importFrom(shiny,reactive) importFrom(shiny,reactiveVal) importFrom(shiny,reactiveValues) importFrom(shiny,renderUI) importFrom(shiny,req) importFrom(shiny,tagAppendChild) importFrom(shiny,tagAppendChildren) importFrom(shiny,tags) importFrom(shiny,uiOutput) importFrom(shiny,updateSelectInput) importFrom(shiny,updateTextInput) importFrom(stats,runif) importFrom(utils,getFromNamespace) manipulateWidget/LICENSE0000644000176200001440000000007615126675445014604 0ustar liggesusersCOPYRIGHT HOLDER: RTE Réseau de transport d’électricité manipulateWidget/NEWS.md0000644000176200001440000001672015127702125014663 0ustar liggesusers # manipulateWidget 0.11.2 * fix CRAN check ERROR (deprecated `whit_mock()` in tests) * fix pre check CRAN NOTE (s3 method) # manipulateWidget 0.11.1 (2021-10-05) ## Bug Fixes * fix tests on R-devel 4.2 # manipulateWidget 0.11.0 (2020-03-21) ## New features * New comparison mode: the UI generated with `manipulateWidget()` has now new controls to enter in comparison mode, choose the number of charts, the layout and the variables to compare. * `compareOptions()` gains a new argument `allowCompare` to hide/show the new controls presented above. * New function `mwTranslations()` to translate UI elements. * UI has been slightly reworked. ## Bug Fixes * The number of unnecesary updates has been decreased resulting in better performance. * Sometimes, there were some conflict when a parameter in `manipulateWidget()` had the same name as a variable in the global environment. * `mwSelect(multiple = TRUE)` was not updating charts when selection was empty. * `staticPlot()` was evaluating expressions in the wrong environment. ## Breaking changes * shiny applications using functions `mwModule()` and `mwModuleUI()` : you have to passed directly ui options like buttons on `mwModuleUI()` rather than in `mwModule()` # manipulateWidget 0.10.0 (2018-05-30) ## New features * UI has now a button to save the current chart in a PNG file. `manipulateWidget`gains a new parameter ".exportBtn" to show or hide this button. ## Bugfixes * Passing `.saveBtn` using module * Fix reset widget after saving in .html # manipulateWidget 0.9.0 (2018-01-29) ## New features * Can add a label to `mwGroup` * new ``mwSelectize`` input * add ``.showCompare`` ## Bugfixes * Loss of scrollbar using `shiny` with `fluidPage` and `manipulateWidget` * Fix Handle shiny tag objects with HTML dependencies * Preserve the class of widgets that are passed to combineWidgets # manipulateWidget 0.8.0 (2017-11-27) ## New features * `manipulateWidget()` has a new parameter `.updateBtnInit`. In case of update button `.updateBtn`, you can decide to render graphics on init or not. * UI has now a button to save the current chart in an HTML file (thanks to Benoit Thieurmel).`manipulateWidget`gains a new parameter ".saveBtn" to show or hide this button. * `manipulateWidget()` has a new parameter ".runApp". If it is false, then the function returns an object of class `MWController` that can be modified using command line instructions. This is useful to write tests for UIs created with `manipulateWidget()`. * `manipulateWidget` interfaces can now be included in shiny applications thanks to the two new functions `mwModule()` and `mwModuleUI()`. * A new virtual input called `mwSharedValue` has been introduced. It can be used to avoid repeating the same computations when inputs and output use a common intermediary value. It can also be used when `manipulateWidget()` is used in a shiny application to send data from the main application to the module. * `manipulateWidget()` now only updates the dependant inputs and outputs when user changes the value of an input. This can lead to important performance improvement in complicated applications. * `mwModule()` now return `controller` value, with possibility to use new `clear()` method * add `header`, `footer` and `fluidRow` arguments to `mwModuleUI()` ## Bugfixes * When a UI contained dynamic inputs, output was sometimes updated before inputs, which could lead to some errors. * Opening the same application in two browsers (or tabs) resulted in strange results. # manipulateWidget 0.7.0 (2017-06-08) ## Breaking changes * `manipulateWidget()` has lost all arguments that were used to customize the UI. Parameters `.controlPos`, `.tabColumns` and `.compareLayout` do not exist anymore. ## New features * `manipulateWidget()` now creates a more compact and elegant user interface. * It is now possible to compare more than two charts. `manipulateWidget()` has a new argument `.compareOpts` to control the number of charts and their position. * Argument `.compare` of `manipulateWidget` can now be a character vector. # manipulateWidget 0.6.0 (2017-05-24) ## Breaking changes * `manipulateWidget()` now has a simpler API to show, hide and update inputs dynamically. Parameters `.display` and `.updateInputs` have been removed. * Functions `mwUI()` and `mwControlsUI()` have been removed. ## New Features * `manipulateWidget()` gains a new parameter `.return` to modify the object returned by the function. * `manipulateWidget()` has two new arguments `.width` and `.height` to control size of the UI in Rmarkdown documents with option `runtime: shiny` * New function `mwGroup` can be used to create groups of input. ## Bug fixes * Select inputs have had a buggy behavior in some settings. * Labels of inputs were incorrect in comparison mode. # manipulateWidget 0.5.1 (2017-01-23) ## New Features * Variable `.id` is now available when evaluating the initial properties of the input controls. This can be useful in comparison mode, for instance to set different choices for a select input. ## Bug fixes * Fixed a scope problem occuring when manipulateWidget was used inside a function and parameter `.updateInputs` was used. * Fixed a crash that could occur when parameters `.compare` and `.updateInputs` were used together. # manipulateWidget 0.5.0 (2017-01-18) ## New Features * `manipulateWidget()` can now be used in a R Markdown document with shiny runtime. Input controls are included in the final document so end users can play with their values directly. (contribution by JJ. Allaire) * `manipulateWidget()` has two new arguments `.compare` and `.compareLayout` to create a comparison interface. When `.compare` is set, two charts are outputed with some common and some individual input controls (see vignette). * Now, input controls generated by `manipulateWidget()` can be dynamically updated thanks to the new argument ".updateInputs". * New functions `staticImage()` and `staticPlot()` to include in a combine widget a static image or a static plot created with base functions, ggplot2, etc. * In `combinedWidgets`objects, individual widgets are stored in a property called `widgets`, so users can now access them and modify them. # manipulateWidget 0.4 (2016-12-16) ## Breaking changes * Function `combineWidgets()` has been entirely rewritten and now produces a htmlwidget that can be included as is in documents or shiny applications. The general behavior is the same, but some parameters have changed. ## New features * `manipulateWidget()` can now update an already rendered widget instead of overwriting it each time the user changes an input. This leads to better performance and user experience. Look at the documentation of manipulateWidget for further information. ## Bug fixes * `manipulateWidget()` now preserves the order of the initial value of select inputs. * `manipulateWidget()` now automatically finds the correct render and output functions. This solves in particular sizing problems. # manipulateWidget 0.3 (2016-10-06) * add a file LICENSE and copyright to sources files # manipulateWidget 0.2 (2016-09-27) ## New features * New functions `mwUI()` and `mwControlsUI()` have been added to let the user easily reuse the user interface generated by the package but with different server logic. * User can now easily create group of inputs in function manipulate widget. In the UI, these inputs are grouped in a panel that can be collapsed/opened by clicking on its name. ## Bug fixes * Many useless but worrying warning messages have been removed. manipulateWidget/inst/0000755000176200001440000000000015127702746014545 5ustar liggesusersmanipulateWidget/inst/manipulate_widget/0000755000176200001440000000000015126675445020253 5ustar liggesusersmanipulateWidget/inst/manipulate_widget/manipulate_widget.js0000644000176200001440000000261715126675445024321 0ustar liggesusersfunction select(el, id) { el = $(el); var active = el.hasClass("active"); $(".mw-btn-settings,.mw-btn-area").removeClass("active"); if (!active) { el.addClass("active"); } } function resizeAllWidgets() { if (!window.HTMLWidgets) {return} var widgets = HTMLWidgets.findAll(document, ".mw-chart>.html-widget"); var ids = $.map($(".mw-chart>.html-widget"), function(x, i) {return x.id}); var container; if (widgets) { for (var i = 0; i < widgets.length; i++) { container = document.getElementById(ids[i]); if (widgets[i]) { HTMLWidgets.widgets[0].resize(container, container.clientWidth, container.clientHeight, widgets[i]); } } } } function saveAsPNG(id){ var chart_area = document.getElementsByClassName(id); if(chart_area[0]){ html2canvas(chart_area[0], { background :'#FFFFFF', useCORS : true} ).then( function(canvas) { canvas.toBlobHD(function(blob) { saveAs(blob, "mw-export"); }, "image/png"); } ); } } var observer = new MutationObserver(function(mutations) { mutations.forEach(function(mutationRecord) { resizeAllWidgets(); }); }); document.onreadystatechange = function() { var target = document.getElementsByClassName('mw-input-container'); for (var i = 0; i < target.length; i++) { observer.observe(target[i], { attributes : true, attributeFilter : ['style'] }); } }; manipulateWidget/inst/manipulate_widget/manipulate_widget.css0000644000176200001440000001203615126675445024471 0ustar liggesusers/* MENU */ .mw-menu { width:35px; height:100%; background-color: #e7e8ea; border-right:solid 1px #e7e8ea; } .separator { border-top:solid 1px #4e9cff; width:100%; height:1px; margin-top:-1px; } /* general style for buttons */ .mw-btn { position: relative; width:35px; height:35px; cursor:pointer; } .mw-btn.active { background-color: #4e9cff; } /* Arrow that is displayed when a button is active*/ .right-arrow { width: 0; height: 0; border-style: solid; border-width: 17.5px 0 17.5px 8px; border-color: transparent transparent transparent #4e9cff; position: absolute; top:0; left: 35px; display:none; } .mw-btn:hover .right-arrow { border-color: transparent transparent transparent #2b7be2; } .active>.right-arrow { display: block; } /* Settings button */ .mw-btn-settings { margin-bottom: 20px; padding: 2px; } .mw-btn-settings:hover { color:#fff; background-color: #2b7be2; } .bt1, .btn.bt1, .mw-btn-settings .bt1:focus { color: #4e9cff; text-align: center; vertical-align: bottom; line-height: 33px; font-size: 20px; background-color: white; border: solid 1px #4e9cff; } .mw-btn-settings:hover .bt1, .mw-btn-settings .bt1:active, .mw-btn-settings .bt1:hover { color:#fff; border:solid 1px #2b7be2; background-color: #2b7be2; } .bt1.area:active { background-color: #2b7be2; } .mw-btn-settings.active .bt1 { color: white; background-color: #4e9cff; } .mw-btn-settings.active:hover .bt1 { color: white; background-color: #2b7be2; border: solid 1px #2b7be2; } /* Buttons used to display inputs for a specific area */ .mw-btn-area { padding: 10px 3.3px; } .mw-btn-area:hover { background-color: #2b7be2; } .mw-icon-areachart { position:relative; background-color: white; border: solid 1px #4e9cff; width: 29px; height: 24px; } .mw-icon-chart { position: absolute; background-color: #4e9cff; } .mw-btn:hover .mw-icon-chart { background-color: #2b7be2; } /* OK and save buttons button */ .action-buttons-container { position: absolute; bottom: 3px; width:35px; } .btn.mw-btn-ok, .btn.mw-btn-save, .btn.mw-btn-export { margin: 2px; margin-top: 0px; width: 29px; height: 29px; background-color: #26b48b; color: white; text-align: center; vertical-align: bottom; line-height: 29px; border-radius: 5px; font-size: 15px; font-weight: bold; padding:0; } .btn.mw-btn-ok:hover, .btn.mw-btn-ok:active, .btn.mw-btn-ok:focus, .btn.mw-btn-save:hover, .btn.mw-btn-save:focus, .btn.mw-btn-save:active, .btn.mw-btn-export:hover, .btn.mw-btn-export:focus, .btn.mw-btn-export:active { color: white; background-color: #0b946c; } .mw-btn-update .bt1 { padding:0; width:35px; height:35px; outline:0; border-radius:2; } .mw-btn-update .bt1:focus { color: #4e9cff; background-color: white; border-color: #4e9cff; } .mw-btn-update>.bt1:hover { color: white; background-color: #2b7be2; border-color: #2b7be2; } .mw-btn-update .bt1:active { color: white; background-color: #4e9cff; border-color: #4e9cff; } .mw-chart-selection { margin-bottom: 20px; } /* Settings button */ .bt1.settings { padding:0; width:35px; height:35px; outline:0; border-radius:0; } .bt1.area { padding:0; width:35px; height:35px; outline:0; border-radius:0; border: none; background: none; padding: 5.5px 3.3px; } /* Input title */ .input-title { width:100%; font-size:20px; border-bottom:solid 1px #4e9cff; padding-bottom:5px; } /* Compare inputs */ .compare-inputs { width:100%; } .compare-inputs > div { width:50%; float:left; padding-left:5px; } .compare-inputs > div:first-child { padding-left:0px; padding-right:5px; } /* /!\ DO NOT MODIFY THE REST OF THE FILE /!\ */ html, body { height:100%; } .mw-container { height:100%; width:100%; } .with-border { padding: 30px 0; } .without-ok .mw-btn-ok { display: none; } .without-save .mw-btn-save { display: none; } .without-export .mw-btn-export { display: none; } .with-border > div { border:solid 1px #ccc; border-radius: 5px; } .mw-input-container { height:100%; } .mw-inputs { width: 200px; height:100%; border-right:solid 1px #4e9cff; padding:3px 10px; overflow: auto; } .mw-chartarea { height:100%; width:100%; position:absolute; flex: 1; -webkit-flex: 1; -moz-flex: 1; -ms-flex: 1; } .mw-chart { width:100%; height:100%; } /* Overhide bootstrap style for some input controls */ .form-control:focus, .selectize-input.focus { border-color: #4e9cff; } /* slider input */ .irs-from, .irs-to, .irs-bar, .irs-bar-edge { background-color: #4e9cff; } .irs-bar { border-top: solid 1px #4e9cff; border-bottom: solid 1px #4e9cff; } /* Group of inputs */ .panel-default>.panel-heading { background-color: #f0f0f0; } .panel-heading .arrow { width: 22px; text-align: center; } .panel-heading .arrow::before { font-family: FontAwesome; font-size: 20px; content: "\f0d7"; display: inline-block; padding-right: 10px; vertical-align: middle; } .panel-heading.collapsed .arrow::before { content: "\f0da"; } manipulateWidget/inst/htmlwidgets/0000755000176200001440000000000015126675445017104 5ustar liggesusersmanipulateWidget/inst/htmlwidgets/combineWidgets.js0000644000176200001440000000402415126675445022405 0ustar liggesusers//Copyright © 2016 RTE Réseau de transport d’électricité HTMLWidgets.widget({ name: 'combineWidgets', type: 'output', factory: function(el, width, height) { var widgets = {}; function toArray(x) { if (x.constructor !== Array) x = [x]; return x; } function getWidgetFactory(name) { return HTMLWidgets.widgets.filter(function(x) {return x.name == name})[0]; } function resizeAll() { for (var k in widgets) { var widgetEl = document.getElementById(k); if (!widgetEl) { delete widgets[k]; } else { var x = widgets[k]; x.factory.resize(widgetEl, widgetEl.clientWidth, widgetEl.clientHeight, x.instance); } } } return { renderValue: function(x) { x.elementId = toArray(x.elementId); x.widgetType = toArray(x.widgetType); var nWidgets = x.widgetType.length; el.innerHTML = x.html; for (var i = 0; i < nWidgets; i++) { var child = document.getElementById(x.elementId[i]); if (x.widgetType[i] == "html") { child.innerHTML = x.data[i]; } else { var widgetFactory = getWidgetFactory(x.widgetType[i]); var w = widgetFactory.initialize(child, child.clientWidth, child.clientHeight); widgetFactory.renderValue(child, x.data[i], w); widgets[x.elementId[i]] = {factory:widgetFactory, instance:w}; } } // Crosstalk inputs need special handling: see // https://github.com/ramnathv/htmlwidgets/issues/300 if (x.hasCrosstalkInputs && crosstalk && crosstalk.bind) { crosstalk.bind(); } // Sometimes widgets are rendered before the size of all html element has // been computed. Adding a small delay fixes this problem. setTimeout(resizeAll, 5); }, resize: function(width, height) { resizeAll(); } }; } }); manipulateWidget/inst/htmlwidgets/combineWidgets.css0000644000176200001440000000223715126675445022565 0ustar liggesusers/* Copyright © 2016 RTE Réseau de transport d’électricité */ .cw-container { display: flex; display: -webkit-flex; flex-direction: column; -webkit-flex-direction: column; width: 100%; height: 100%; } .cw-subcontainer { flex:1; -webkit-flex:1; display: flex; display: -webkit-flex; flex-direction: row; -webkit-flex-direction: row; } .cw-title { text-align: center; margin: 5px 0; font-family: sans-serif; font-weight: normal; } .cw-content { flex:1; -webkit-flex:1; display: flex; display: -webkit-flex; flex-direction: column; -webkit-flex-direction: column; } .cw-content.cw-by-col { flex-direction: row; -webkit-flex-direction: row; } .cw-row { align-items: stretch; -webkit-align-items: stretch; display: flex; display: -webkit-flex; flex-direction: row; -webkit-flex-direction: row; } .cw-row.cw-by-col { flex-direction: column; -webkit-flex-direction: column; } .cw-col { align-items: stretch; -webkit-align-items: stretch; position: relative; margin:5px; } .cw-widget { width:100%; height:100%; position:absolute; } manipulateWidget/inst/htmlwidgets/combineWidgets.yaml0000644000176200001440000000026615126675445022737 0ustar liggesusers#Copyright © 2016 RTE Réseau de transport d’électricité dependencies: - name: combineWidgetStyle version: 0.1 src: htmlwidgets stylesheet: combineWidgets.css manipulateWidget/inst/doc/0000755000176200001440000000000015127702746015312 5ustar liggesusersmanipulateWidget/inst/doc/manipulateWidgets.html0000644000176200001440001265004115127702746021677 0ustar liggesusers Getting started with the manipulateWidget package

Getting started with the manipulateWidget package

Francois Guillem

2026-01-08

The manipulateWidget package is largely inspired by the manipulate package from Rstudio. It provides the function `manipulateWidget that can be used to create in a very easy and quick way a graphical interface that lets the user modify the data or the parameters of an interactive chart. Technically, the function generates a Shiny gadget, but the user does not even have to know what is Shiny.

The package also provides the combineWidgets function to easily combine multiple interactive charts in a single view. Of course both functions can be used together: here is an example that uses packages dygraphs and plot_ly (code at the end of the document).

An example of what one can do with manipulateWidgets
An example of what one can do with manipulateWidgets

Combining widgets

The combineWidgets function gives an easy way to combine interactive charts (like par(mfrow = c(...)) or layout for static plots). To do it, one has simply to pass to the function the widgets to combine. In the next example, we visualize two random time series with dygraphs and combine them.

library(dygraphs)

plotRandomTS <- function(id) {
  dygraph(data.frame(x = 1:10, y = rnorm(10)), main = paste("Random plot", id))
}

combineWidgets(plotRandomTS(1), plotRandomTS(2))

The functions tries to find the best number of columns and rows. But one can control them with parameters nrowand ncol. It is also possible to control their relative size with parameters rowsize and colsize. To achieve complex layouts, it is possible to use nested combined widgets. Here is an example of a complex layout.

combineWidgets(
  ncol = 2, colsize = c(2, 1),
  plotRandomTS(1),
  combineWidgets(
    ncol = 1,
    plotRandomTS(2),
    plotRandomTS(3),
    plotRandomTS(4)
  )
)

Even if the main use of combineWidgets is to combine htmlwidgets, it can also display text or html tags. It can be useful to include comments in a chart. Moreover it has arguments to add a title and to add some html content in the sides of the chart.

combineWidgets(
  plotRandomTS(1),
  plotRandomTS(2),
  plotRandomTS(3),
  plotRandomTS(4),
  title = "Four random plots",
  header = "Here goes the header content. <span style='color:red'>It can include html code</span>.",
  footer = "Here goes the footer content.",
  leftCol = "<div style='margin-top:150px;'>left column</div>",
  rightCol = "<div style='margin-top:150px;'>right column</div>"
)

Advanced usage

Comparison mode

Sometimes one wants to compare two similar charts to visualize the impact of some parameter or to compare different data sets. manipulateWidget has an argument to perform such comparison without writing much code: .compare. One just has to write the code to generate one chart and use this argument to specify which parameters should vary between the two charts. Here is a toy example that uses dygraphs.

mydata <- data.frame(
  timeId = 1:100,
  series1 = rnorm(100),
  series2 = rnorm(100),
  series3 = rnorm(100)
)
manipulateWidget(
  dygraph(mydata[range[1]:range[2], c("timeId", series)], main = title),
  range = mwSlider(1, 100, c(1, 100)),
  series = mwSelect(c("series1", "series2", "series3")),
  title = mwText(),
  .compare = list(
    title = list("First chart", "Second chart"),
    series = NULL
  )
)
Comparison mode
Comparison mode

Grouping controls

If you have a large number of inputs, you can easily group them. To do so, simply use function mwGroup(). Here is a toy example. Groups are by default collapsed and user can click on their title to display/collapse then.

mydata <- data.frame(x = 1:100, y = rnorm(100))
manipulateWidget(
  dygraph(mydata[range[1]:range[2], ],
          main = title, xlab = xlab, ylab = ylab),
  range = mwSlider(1, 100, c(1, 100)),
  "Graphical parameters" = mwGroup(
    title = mwText("Fictive time series"),
    xlab = mwText("X axis label"),
    ylab = mwText("Y axis label")
  )
)
Grouping inputs
Grouping inputs

Conditional inputs

Sometimes some inputs are relevant only if other inputs have some value. manipulateWidgetprovides a way to show/hide inputs conditionally to the value of the other inputs thanks to parameter .display of the input generator functions. This parameter needs to be an expression that evaluates to TRUE or FALSE. Here is a toy example, using package plot_ly. User can choose points or lines to represent some data. If he chooses lines, then an input appears to let him choose the width of the lines.

mydata <- data.frame(x = 1:100, y = rnorm(100))

myPlot <- function(type, lwd) {
  if (type == "points") {
    plot_ly(mydata, x= ~x, y = ~y, type = "scatter", mode = "markers")
  } else {
    plot_ly(mydata, x= ~x, y = ~y, type = "scatter", mode = "lines", 
            line = list(width = lwd))
  }
}

manipulateWidget(
  myPlot(type, lwd),
  type = mwSelect(c("points", "lines"), "points"),
  lwd = mwSlider(1, 10, 1, .display = type == "lines")
)
Conditional inputs
Conditional inputs

Updating an input control

manipulateWidget provides a simple mecanism to dynamically update inputs. Indeed, all input generator functions (mwSlider(), mwSelect(), etc.) accept as parameters expressions that depend on the value of the other inputs. Thanks to this mechanism, you can dynamically modify an input based on the value. For instance, one can change the available choices of a select input based on the value of another input.

Here is an example that uses package plotly to represent with a barchart a car from the mtcars dataset. User chooses the number of cylinders and then a car among the ones with this number of cylinders.

colMax <- apply(mtcars, 2, max)

plotCar <- function(carName) {
  carValues <- unlist(mtcars[carName, ])
  carValuesRel <- carValues / colMax
  plot_ly() %>% 
    add_bars(x = names(mtcars), y = carValuesRel, text = carValues, 
             hoverinfo = c("x+text"))
}

carChoices <- split(row.names(mtcars), mtcars$cyl)

str(carChoices)
## $ 4: chr [1:11] "Datsun 710" "Merc 240D" "Merc 230" "Fiat 128" ...
## $ 6: chr [1:7] "Mazda RX4" "Mazda RX4 Wag" "Hornet 4 Drive" "Valiant" ...
## $ 8: chr [1:14] "Hornet Sportabout" "Duster 360" "Merc 450SE" "Merc 450SL" ...

manipulateWidget(
  plotCar(car),
  cylinders = mwSelect(c("4", "6", "8")),
  car = mwSelect(choices = carChoices[[cylinders]])
)
Dynamic inputs
Dynamic inputs

Updating a widget

The “normal” use of manipulateWidget is to provide an expression that always return an htmlwidget. In such case, every time the user changes the value of an input, the current widget is destroyed and a new one is created and rendered. This behavior is not optimal and sometimes it can be painful for the user: consider for instance an interactive map. Each time user changes an input, the map is destroyed and created again, then zoom and location on the map are lost every time.

Some packages provide functions to update a widget that has already been rendered. This is the case for instance for package leaflet with the function leafletProxy. To use such functions, manipulateWidget evaluates the parameter .expr with extra variables:

  • .initial: TRUE if the expression is evaluated for the first time and then the widget has not been rendered yet, FALSE if the widget has already been rendered.

  • .session: A shiny session object.

  • .outputId: ID of the element containing the widget.

It is quite easy to write an expression that initializes a widget when it is evaluated the first time and then updates this widget. Here is an example using package leaflet.

lon <- rnorm(10, sd = 20)
lat <- rnorm(10, sd = 20)

myMapFun <- function(radius, color, initial, session, outputId) {
  if (initial) {
    # Widget has not been rendered
    map <- leaflet() %>% addTiles()
  } else {
    # widget has already been rendered
    map <- leafletProxy(outputId, session) %>% clearMarkers()
  }

  map %>% addCircleMarkers(lon, lat, radius = radius, color = color)
}

manipulateWidget(myMapFun(radius, color, .initial, .session, .output),
                 radius = mwSlider(5, 30, 10),
                 color = mwSelect(c("red", "blue", "green")))
Conditional inputs
Conditional inputs

Using manipulateWidget in a document

manipulateWidget uses Shiny, so it does not work in a “normal” Rmarkdown document. If one uses the function in a code chunck, the htmlwidget will be outputed with the default values of the parameters and there will be no interface to modify the parameters.

Nevertheless, it is possible to include a shiny application in a document with the runtime: shiny (see https://bookdown.org/yihui/rmarkdown/shiny-documents.html). In such setting manipulateWidget works normally and the document can be published on a shiny server to let final users play with the parameters of the document.

manipulateWidget/inst/doc/manipulateWidgets.R0000644000176200001440000001130615127702746021124 0ustar liggesusers## ----setup, include=FALSE----------------------------------------------------- knitr::opts_chunk$set(echo = TRUE) library(manipulateWidget) ## ----eval=FALSE--------------------------------------------------------------- # manipulateWidget( # myPlotFun(country), # country = mwSelect(c("BE", "DE", "ES", "FR")) # ) ## ----eval=FALSE--------------------------------------------------------------- # manipulateWidget( # myPlotFun(distribution, range, title), # distribution = mwSelect(choices = c("gaussian", "uniform")), # range = mwSlider(2000, 2100, value = c(2000, 2100), label = "period"), # title = mwText() # ) ## ----eval=FALSE--------------------------------------------------------------- # help(package = "manipulateWidget") ## ----combine, warning=FALSE, out.width="100%"--------------------------------- library(dygraphs) plotRandomTS <- function(id) { dygraph(data.frame(x = 1:10, y = rnorm(10)), main = paste("Random plot", id)) } combineWidgets(plotRandomTS(1), plotRandomTS(2)) ## ----combine_complex_layout, out.width="100%"--------------------------------- combineWidgets( ncol = 2, colsize = c(2, 1), plotRandomTS(1), combineWidgets( ncol = 1, plotRandomTS(2), plotRandomTS(3), plotRandomTS(4) ) ) ## ----combine_content, , out.width="100%", out.height=400---------------------- combineWidgets( plotRandomTS(1), plotRandomTS(2), plotRandomTS(3), plotRandomTS(4), title = "Four random plots", header = "Here goes the header content. It can include html code.", footer = "Here goes the footer content.", leftCol = "
left column
", rightCol = "
right column
" ) ## ----eval=FALSE--------------------------------------------------------------- # mydata <- data.frame( # timeId = 1:100, # series1 = rnorm(100), # series2 = rnorm(100), # series3 = rnorm(100) # ) # manipulateWidget( # dygraph(mydata[range[1]:range[2], c("timeId", series)], main = title), # range = mwSlider(1, 100, c(1, 100)), # series = mwSelect(c("series1", "series2", "series3")), # title = mwText(), # .compare = list( # title = list("First chart", "Second chart"), # series = NULL # ) # ) ## ----eval = FALSE------------------------------------------------------------- # mydata <- data.frame(x = 1:100, y = rnorm(100)) # manipulateWidget( # dygraph(mydata[range[1]:range[2], ], # main = title, xlab = xlab, ylab = ylab), # range = mwSlider(1, 100, c(1, 100)), # "Graphical parameters" = mwGroup( # title = mwText("Fictive time series"), # xlab = mwText("X axis label"), # ylab = mwText("Y axis label") # ) # ) ## ----eval=FALSE--------------------------------------------------------------- # mydata <- data.frame(x = 1:100, y = rnorm(100)) # # myPlot <- function(type, lwd) { # if (type == "points") { # plot_ly(mydata, x= ~x, y = ~y, type = "scatter", mode = "markers") # } else { # plot_ly(mydata, x= ~x, y = ~y, type = "scatter", mode = "lines", # line = list(width = lwd)) # } # } # # manipulateWidget( # myPlot(type, lwd), # type = mwSelect(c("points", "lines"), "points"), # lwd = mwSlider(1, 10, 1, .display = type == "lines") # ) ## ----dynamic_input, eval=FALSE------------------------------------------------ # colMax <- apply(mtcars, 2, max) # # plotCar <- function(carName) { # carValues <- unlist(mtcars[carName, ]) # carValuesRel <- carValues / colMax # plot_ly() %>% # add_bars(x = names(mtcars), y = carValuesRel, text = carValues, # hoverinfo = c("x+text")) # } # # carChoices <- split(row.names(mtcars), mtcars$cyl) # # str(carChoices) # ## $ 4: chr [1:11] "Datsun 710" "Merc 240D" "Merc 230" "Fiat 128" ... # ## $ 6: chr [1:7] "Mazda RX4" "Mazda RX4 Wag" "Hornet 4 Drive" "Valiant" ... # ## $ 8: chr [1:14] "Hornet Sportabout" "Duster 360" "Merc 450SE" "Merc 450SL" ... # # manipulateWidget( # plotCar(car), # cylinders = mwSelect(c("4", "6", "8")), # car = mwSelect(choices = carChoices[[cylinders]]) # ) ## ----eval=FALSE--------------------------------------------------------------- # lon <- rnorm(10, sd = 20) # lat <- rnorm(10, sd = 20) # # myMapFun <- function(radius, color, initial, session, outputId) { # if (initial) { # # Widget has not been rendered # map <- leaflet() %>% addTiles() # } else { # # widget has already been rendered # map <- leafletProxy(outputId, session) %>% clearMarkers() # } # # map %>% addCircleMarkers(lon, lat, radius = radius, color = color) # } # # manipulateWidget(myMapFun(radius, color, .initial, .session, .output), # radius = mwSlider(5, 30, 10), # color = mwSelect(c("red", "blue", "green"))) # manipulateWidget/inst/doc/manipulateWidgets.Rmd0000644000176200001440000002642515126675445021461 0ustar liggesusers--- title: "Getting started with the manipulateWidget package" author: "Francois Guillem" date: "`r Sys.Date()`" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{Getting started with manipulateWidget} %\VignetteEngine{knitr::rmarkdown} %\VignetteEncoding{UTF-8} --- ```{r setup, include=FALSE} knitr::opts_chunk$set(echo = TRUE) library(manipulateWidget) ``` The `manipulateWidget` package is largely inspired by the `manipulate` package from Rstudio. It provides the function ``manipulateWidget` that can be used to create in a very easy and quick way a graphical interface that lets the user modify the data or the parameters of an interactive chart. Technically, the function generates a Shiny gadget, but the user does not even have to know what is Shiny. The package also provides the `combineWidgets` function to easily combine multiple interactive charts in a single view. Of course both functions can be used together: here is an example that uses packages `dygraphs` and `plot_ly` (code at the end of the document). ![An example of what one can do with manipulateWidgets](fancy-example.gif) ## Getting started The main function of the package is `manipulateWidget`. It takes as argument an expression that generates an interactive chart (and more precisely an htmlwidget object. See http://www.htmlwidgets.org/ if you have never heard about it) and a set of input controls created with functions mwSlider, mwCheckbox... which are used to dynamically change values within the expression. Each time the user modifies the value of a control, the expression is evaluated again and the chart is updated. Consider the following code: ```{r eval=FALSE} manipulateWidget( myPlotFun(country), country = mwSelect(c("BE", "DE", "ES", "FR")) ) ``` It generates a graphical interface with a select input on its left with options "BE", "DE", "ES", "FR". The value of this input is mapped to the variable `country` in the expression. By default, at the beginning the value of `country` will be equal to the first choice of the input. So the function will first execute `myPlotFun("BE")` and the result will be displayed in the main panel of the interface. If the user changes the value to "FR", then the expression `myPlotFun("FR")` is evaluated and the new result is displayed. The interface also contains a button "Done". When the user clicks on it, the last chart is returned. It can be stored in a variable, be modified by the user, saved as a html file with saveWidget from package htmlwidgets or converted to a static image file with package `webshot`. Of course, one can create as many controls as needed. The interface of the animated example in the introduction was generated with the following code: ```{r eval=FALSE} manipulateWidget( myPlotFun(distribution, range, title), distribution = mwSelect(choices = c("gaussian", "uniform")), range = mwSlider(2000, 2100, value = c(2000, 2100), label = "period"), title = mwText() ) ``` To see all available controls that can be added to the UI, take a look at the list of the functions of the package: ```{r eval=FALSE} help(package = "manipulateWidget") ``` ## Combining widgets The `combineWidgets` function gives an easy way to combine interactive charts (like `par(mfrow = c(...))` or `layout` for static plots). To do it, one has simply to pass to the function the widgets to combine. In the next example, we visualize two random time series with dygraphs and combine them. ```{r combine, warning=FALSE, out.width="100%"} library(dygraphs) plotRandomTS <- function(id) { dygraph(data.frame(x = 1:10, y = rnorm(10)), main = paste("Random plot", id)) } combineWidgets(plotRandomTS(1), plotRandomTS(2)) ``` The functions tries to find the best number of columns and rows. But one can control them with parameters `nrow`and `ncol`. It is also possible to control their relative size with parameters `rowsize` and `colsize`. To achieve complex layouts, it is possible to use nested combined widgets. Here is an example of a complex layout. ```{r combine_complex_layout, out.width="100%"} combineWidgets( ncol = 2, colsize = c(2, 1), plotRandomTS(1), combineWidgets( ncol = 1, plotRandomTS(2), plotRandomTS(3), plotRandomTS(4) ) ) ``` Even if the main use of `combineWidgets` is to combine `htmlwidgets`, it can also display text or html tags. It can be useful to include comments in a chart. Moreover it has arguments to add a title and to add some html content in the sides of the chart. ```{r combine_content, , out.width="100%", out.height=400} combineWidgets( plotRandomTS(1), plotRandomTS(2), plotRandomTS(3), plotRandomTS(4), title = "Four random plots", header = "Here goes the header content. It can include html code.", footer = "Here goes the footer content.", leftCol = "
left column
", rightCol = "
right column
" ) ``` ## Advanced usage ### Comparison mode Sometimes one wants to compare two similar charts to visualize the impact of some parameter or to compare different data sets. `manipulateWidget` has an argument to perform such comparison without writing much code: `.compare`. One just has to write the code to generate one chart and use this argument to specify which parameters should vary between the two charts. Here is a toy example that uses `dygraphs`. ```{r eval=FALSE} mydata <- data.frame( timeId = 1:100, series1 = rnorm(100), series2 = rnorm(100), series3 = rnorm(100) ) manipulateWidget( dygraph(mydata[range[1]:range[2], c("timeId", series)], main = title), range = mwSlider(1, 100, c(1, 100)), series = mwSelect(c("series1", "series2", "series3")), title = mwText(), .compare = list( title = list("First chart", "Second chart"), series = NULL ) ) ``` ![Comparison mode](comparison.gif) ### Grouping controls If you have a large number of inputs, you can easily group them. To do so, simply use function `mwGroup()`. Here is a toy example. Groups are by default collapsed and user can click on their title to display/collapse then. ```{r eval = FALSE} mydata <- data.frame(x = 1:100, y = rnorm(100)) manipulateWidget( dygraph(mydata[range[1]:range[2], ], main = title, xlab = xlab, ylab = ylab), range = mwSlider(1, 100, c(1, 100)), "Graphical parameters" = mwGroup( title = mwText("Fictive time series"), xlab = mwText("X axis label"), ylab = mwText("Y axis label") ) ) ``` ![Grouping inputs](groups-inputs.gif) ### Conditional inputs Sometimes some inputs are relevant only if other inputs have some value. `manipulateWidget`provides a way to show/hide inputs conditionally to the value of the other inputs thanks to parameter `.display` of the input generator functions. This parameter needs to be an expression that evaluates to `TRUE` or `FALSE`. Here is a toy example, using package `plot_ly`. User can choose points or lines to represent some data. If he chooses lines, then an input appears to let him choose the width of the lines. ```{r eval=FALSE} mydata <- data.frame(x = 1:100, y = rnorm(100)) myPlot <- function(type, lwd) { if (type == "points") { plot_ly(mydata, x= ~x, y = ~y, type = "scatter", mode = "markers") } else { plot_ly(mydata, x= ~x, y = ~y, type = "scatter", mode = "lines", line = list(width = lwd)) } } manipulateWidget( myPlot(type, lwd), type = mwSelect(c("points", "lines"), "points"), lwd = mwSlider(1, 10, 1, .display = type == "lines") ) ``` ![Conditional inputs](conditional-inputs.gif) ### Updating an input control `manipulateWidget` provides a simple mecanism to dynamically update inputs. Indeed, all input generator functions (`mwSlider()`, `mwSelect()`, etc.) accept as parameters expressions that depend on the value of the other inputs. Thanks to this mechanism, you can dynamically modify an input based on the value. For instance, one can change the available choices of a select input based on the value of another input. Here is an example that uses package `plotly` to represent with a barchart a car from the `mtcars` dataset. User chooses the number of cylinders and then a car among the ones with this number of cylinders. ```{r dynamic_input, eval=FALSE} colMax <- apply(mtcars, 2, max) plotCar <- function(carName) { carValues <- unlist(mtcars[carName, ]) carValuesRel <- carValues / colMax plot_ly() %>% add_bars(x = names(mtcars), y = carValuesRel, text = carValues, hoverinfo = c("x+text")) } carChoices <- split(row.names(mtcars), mtcars$cyl) str(carChoices) ## $ 4: chr [1:11] "Datsun 710" "Merc 240D" "Merc 230" "Fiat 128" ... ## $ 6: chr [1:7] "Mazda RX4" "Mazda RX4 Wag" "Hornet 4 Drive" "Valiant" ... ## $ 8: chr [1:14] "Hornet Sportabout" "Duster 360" "Merc 450SE" "Merc 450SL" ... manipulateWidget( plotCar(car), cylinders = mwSelect(c("4", "6", "8")), car = mwSelect(choices = carChoices[[cylinders]]) ) ``` ![Dynamic inputs](dynamic_inputs.gif) ### Updating a widget The "normal" use of `manipulateWidget` is to provide an expression that always return an `htmlwidget`. In such case, every time the user changes the value of an input, the current widget is destroyed and a new one is created and rendered. This behavior is not optimal and sometimes it can be painful for the user: consider for instance an interactive map. Each time user changes an input, the map is destroyed and created again, then zoom and location on the map are lost every time. Some packages provide functions to update a widget that has already been rendered. This is the case for instance for package `leaflet` with the function `leafletProxy`. To use such functions, `manipulateWidget` evaluates the parameter `.expr` with extra variables: * `.initial`: `TRUE` if the expression is evaluated for the first time and then the widget has not been rendered yet, `FALSE` if the widget has already been rendered. * `.session`: A shiny session object. * `.outputId`: ID of the element containing the widget. It is quite easy to write an expression that initializes a widget when it is evaluated the first time and then updates this widget. Here is an example using package `leaflet`. ```{r eval=FALSE} lon <- rnorm(10, sd = 20) lat <- rnorm(10, sd = 20) myMapFun <- function(radius, color, initial, session, outputId) { if (initial) { # Widget has not been rendered map <- leaflet() %>% addTiles() } else { # widget has already been rendered map <- leafletProxy(outputId, session) %>% clearMarkers() } map %>% addCircleMarkers(lon, lat, radius = radius, color = color) } manipulateWidget(myMapFun(radius, color, .initial, .session, .output), radius = mwSlider(5, 30, 10), color = mwSelect(c("red", "blue", "green"))) ``` ![Conditional inputs](update-widget.gif) ### Using `manipulateWidget` in a document `manipulateWidget` uses Shiny, so it does not work in a "normal" Rmarkdown document. If one uses the function in a code chunck, the htmlwidget will be outputed with the default values of the parameters and there will be no interface to modify the parameters. Nevertheless, it is possible to include a shiny application in a document with the runtime: shiny (see https://bookdown.org/yihui/rmarkdown/shiny-documents.html). In such setting `manipulateWidget` works normally and the document can be published on a shiny server to let final users play with the parameters of the document. manipulateWidget/inst/lib/0000755000176200001440000000000015126675445015317 5ustar liggesusersmanipulateWidget/inst/lib/export/0000755000176200001440000000000015126675445016640 5ustar liggesusersmanipulateWidget/inst/lib/export/Blob/0000755000176200001440000000000015127702746017512 5ustar liggesusersmanipulateWidget/inst/lib/export/Blob/Blob.js0000644000176200001440000001400015126675445020725 0ustar liggesusers/* Blob.js * A Blob implementation. * 2014-07-24 * * By Eli Grey, http://eligrey.com * By Devin Samarin, https://github.com/dsamarin * License: MIT * See https://github.com/eligrey/Blob.js/blob/master/LICENSE.md */ /*global self, unescape */ /*jslint bitwise: true, regexp: true, confusion: true, es5: true, vars: true, white: true, plusplus: true */ /*! @source http://purl.eligrey.com/github/Blob.js/blob/master/Blob.js */ (function (view) { "use strict"; view.URL = view.URL || view.webkitURL; if (view.Blob && view.URL) { try { new Blob; return; } catch (e) {} } // Internally we use a BlobBuilder implementation to base Blob off of // in order to support older browsers that only have BlobBuilder var BlobBuilder = view.BlobBuilder || view.WebKitBlobBuilder || view.MozBlobBuilder || (function(view) { var get_class = function(object) { return Object.prototype.toString.call(object).match(/^\[object\s(.*)\]$/)[1]; } , FakeBlobBuilder = function BlobBuilder() { this.data = []; } , FakeBlob = function Blob(data, type, encoding) { this.data = data; this.size = data.length; this.type = type; this.encoding = encoding; } , FBB_proto = FakeBlobBuilder.prototype , FB_proto = FakeBlob.prototype , FileReaderSync = view.FileReaderSync , FileException = function(type) { this.code = this[this.name = type]; } , file_ex_codes = ( "NOT_FOUND_ERR SECURITY_ERR ABORT_ERR NOT_READABLE_ERR ENCODING_ERR " + "NO_MODIFICATION_ALLOWED_ERR INVALID_STATE_ERR SYNTAX_ERR" ).split(" ") , file_ex_code = file_ex_codes.length , real_URL = view.URL || view.webkitURL || view , real_create_object_URL = real_URL.createObjectURL , real_revoke_object_URL = real_URL.revokeObjectURL , URL = real_URL , btoa = view.btoa , atob = view.atob , ArrayBuffer = view.ArrayBuffer , Uint8Array = view.Uint8Array , origin = /^[\w-]+:\/*\[?[\w\.:-]+\]?(?::[0-9]+)?/ ; FakeBlob.fake = FB_proto.fake = true; while (file_ex_code--) { FileException.prototype[file_ex_codes[file_ex_code]] = file_ex_code + 1; } // Polyfill URL if (!real_URL.createObjectURL) { URL = view.URL = function(uri) { var uri_info = document.createElementNS("http://www.w3.org/1999/xhtml", "a") , uri_origin ; uri_info.href = uri; if (!("origin" in uri_info)) { if (uri_info.protocol.toLowerCase() === "data:") { uri_info.origin = null; } else { uri_origin = uri.match(origin); uri_info.origin = uri_origin && uri_origin[1]; } } return uri_info; }; } URL.createObjectURL = function(blob) { var type = blob.type , data_URI_header ; if (type === null) { type = "application/octet-stream"; } if (blob instanceof FakeBlob) { data_URI_header = "data:" + type; if (blob.encoding === "base64") { return data_URI_header + ";base64," + blob.data; } else if (blob.encoding === "URI") { return data_URI_header + "," + decodeURIComponent(blob.data); } if (btoa) { return data_URI_header + ";base64," + btoa(blob.data); } else { return data_URI_header + "," + encodeURIComponent(blob.data); } } else if (real_create_object_URL) { return real_create_object_URL.call(real_URL, blob); } }; URL.revokeObjectURL = function(object_URL) { if (object_URL.substring(0, 5) !== "data:" && real_revoke_object_URL) { real_revoke_object_URL.call(real_URL, object_URL); } }; FBB_proto.append = function(data/*, endings*/) { var bb = this.data; // decode data to a binary string if (Uint8Array && (data instanceof ArrayBuffer || data instanceof Uint8Array)) { var str = "" , buf = new Uint8Array(data) , i = 0 , buf_len = buf.length ; for (; i < buf_len; i++) { str += String.fromCharCode(buf[i]); } bb.push(str); } else if (get_class(data) === "Blob" || get_class(data) === "File") { if (FileReaderSync) { var fr = new FileReaderSync; bb.push(fr.readAsBinaryString(data)); } else { // async FileReader won't work as BlobBuilder is sync throw new FileException("NOT_READABLE_ERR"); } } else if (data instanceof FakeBlob) { if (data.encoding === "base64" && atob) { bb.push(atob(data.data)); } else if (data.encoding === "URI") { bb.push(decodeURIComponent(data.data)); } else if (data.encoding === "raw") { bb.push(data.data); } } else { if (typeof data !== "string") { data += ""; // convert unsupported types to strings } // decode UTF-16 to binary string bb.push(unescape(encodeURIComponent(data))); } }; FBB_proto.getBlob = function(type) { if (!arguments.length) { type = null; } return new FakeBlob(this.data.join(""), type, "raw"); }; FBB_proto.toString = function() { return "[object BlobBuilder]"; }; FB_proto.slice = function(start, end, type) { var args = arguments.length; if (args < 3) { type = null; } return new FakeBlob( this.data.slice(start, args > 1 ? end : this.data.length) , type , this.encoding ); }; FB_proto.toString = function() { return "[object Blob]"; }; FB_proto.close = function() { this.size = 0; delete this.data; }; return FakeBlobBuilder; }(view)); view.Blob = function(blobParts, options) { var type = options ? (options.type || "") : ""; var builder = new BlobBuilder(); if (blobParts) { for (var i = 0, len = blobParts.length; i < len; i++) { if (Uint8Array && blobParts[i] instanceof Uint8Array) { builder.append(blobParts[i].buffer); } else { builder.append(blobParts[i]); } } } var blob = builder.getBlob(type); if (!blob.slice && blob.webkitSlice) { blob.slice = blob.webkitSlice; } return blob; }; var getPrototypeOf = Object.getPrototypeOf || function(object) { return object.__proto__; }; view.Blob.prototype = getPrototypeOf(new view.Blob()); }(typeof self !== "undefined" && self || typeof window !== "undefined" && window || this.content || this)); manipulateWidget/inst/lib/export/Blob/LICENSE.md0000644000176200001440000000210115126675445021114 0ustar liggesusersCopyright © 2014 [Eli Grey][1]. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. [1]: http://eligrey.com manipulateWidget/inst/lib/export/canvas-toBlob/0000755000176200001440000000000015127702746021326 5ustar liggesusersmanipulateWidget/inst/lib/export/canvas-toBlob/LICENSE.md0000644000176200001440000000230615126675445022737 0ustar liggesusersThis software is licensed under the MIT license. MIT license ----------- Copyright © 2016 [Eli Grey][1] and [Devin Samarin][2]. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. [1]: http://eligrey.com [2]: https://github.com/dsamarin manipulateWidget/inst/lib/export/canvas-toBlob/canvas-toBlob.js0000644000176200001440000000703415126675445024366 0ustar liggesusers/* canvas-toBlob.js * A canvas.toBlob() implementation. * 2016-05-26 * * By Eli Grey, http://eligrey.com and Devin Samarin, https://github.com/eboyjr * License: MIT * See https://github.com/eligrey/canvas-toBlob.js/blob/master/LICENSE.md */ /*global self */ /*jslint bitwise: true, regexp: true, confusion: true, es5: true, vars: true, white: true, plusplus: true */ /*! @source http://purl.eligrey.com/github/canvas-toBlob.js/blob/master/canvas-toBlob.js */ (function(view) { "use strict"; var Uint8Array = view.Uint8Array , HTMLCanvasElement = view.HTMLCanvasElement , canvas_proto = HTMLCanvasElement && HTMLCanvasElement.prototype , is_base64_regex = /\s*;\s*base64\s*(?:;|$)/i , to_data_url = "toDataURL" , base64_ranks , decode_base64 = function(base64) { var len = base64.length , buffer = new Uint8Array(len / 4 * 3 | 0) , i = 0 , outptr = 0 , last = [0, 0] , state = 0 , save = 0 , rank , code , undef ; while (len--) { code = base64.charCodeAt(i++); rank = base64_ranks[code-43]; if (rank !== 255 && rank !== undef) { last[1] = last[0]; last[0] = code; save = (save << 6) | rank; state++; if (state === 4) { buffer[outptr++] = save >>> 16; if (last[1] !== 61 /* padding character */) { buffer[outptr++] = save >>> 8; } if (last[0] !== 61 /* padding character */) { buffer[outptr++] = save; } state = 0; } } } // 2/3 chance there's going to be some null bytes at the end, but that // doesn't really matter with most image formats. // If it somehow matters for you, truncate the buffer up outptr. return buffer; } ; if (Uint8Array) { base64_ranks = new Uint8Array([ 62, -1, -1, -1, 63, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, -1 , -1, -1, 0, -1, -1, -1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9 , 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25 , -1, -1, -1, -1, -1, -1, 26, 27, 28, 29, 30, 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Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. [1]: http://eligrey.com manipulateWidget/inst/lib/export/html2canvas/0000755000176200001440000000000015126675445021062 5ustar liggesusersmanipulateWidget/inst/lib/export/html2canvas/html2canvas.js0000644000176200001440000050063515126675445023653 0ustar liggesusers/*! * html2canvas 1.0.0-rc.3 * Copyright (c) 2019 Niklas von Hertzen * Released under MIT License */ !function(A,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define.amd?define(e):(A=A||self).html2canvas=e()}(this,function(){"use strict"; /*! ***************************************************************************** Copyright (c) Microsoft Corporation. All rights reserved. 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 P P P P P P P P P P P P P P P P P    + +  + P P P P P P P P P P P + + + + + + + + + + + + + + + + + + + + + P P P P P P P P P P P P P P P P P P P P P + P P P P P P P P + + + + + + + + + + + + + + + + + + + + + +                                             P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P    P                   P        P P P P P P P P P P     K K K K K K K K K K  P P P P P P P P P P P P P P P P    + P P P P P P P P + + P P + + P P P P P P P P P P P P P P + P P P P P P P + P + + + P P P P + +  P        + +   + +    P + + + + + + + +  + + + + P P + P P P   + + K K K K K K K K K K P P   P P P P P L   P  + + +    + P P P P P P + + + + P P + + P P P P P P P P P P P P P P + P P P P P P P + P P + P P + P P + +  +      + + + +   + +    + + +  + + + + + + + P P P P + P + + + + + + + K K K K K K K K K K   P P P  + + + + + + + + + + +    + P P P P P P P P P + P P P + P P P P P P P P P P P P P P + P P P P P P P + P P + P P P P P + +  P         +    +    + + P + + + + + + + + + + + + + + + P P   + + K K K K K K K K K K   + + + + + + + P       +    + P P P P P P P P + + P P + + P P P P P P P P P P P P P      + +   + +    + + + + + + + +   + + + + P P + P P P   + + K K K K K K K K K K  P P P P P P P + + + + + + + + + +  P + P P P P P P + + + P P P + P P P P + + + P P + P + P P + + + P P + + + P P P + + + P P P P P P P P P P P P + + + +      + + +    +     + + P + + + + + +  + + + + + + + + + + K K K K K K K K K K P P P         + + + + +     + P P P P P P P P + P P P + P P P P P P P P P P P P P P P + P P P P P P P P P P P P P P P P + + + P        +    +     + + + + + + +   + P P P + + + + + P P   + + K K K K K K K K K K + + + + + + + + P P P P P P P  P    + P P P P P P P P + P P P + P P P P P P P P P P P P P P P + P P P P P P P P P P + P P P P P + +  P        +    +     + + + + + + +   + + + + + + + P + P P   + + K K K K K K K K K K + P P + + + + + + + + + + + + + P P P P P P P P P P P P P P P P P P P P P P P P P P P   P        +    +     P  + + + + P P P  P P P P P P P P P P   + + K K K K K K K K K K P P P P P P P P P  P P P P P P + +   + P P P P P P P P P P P P P P P P P P + + + P P P P P P P P P P P P P P P P P P P P + P P P P P P P P P + P + + P P P P P P P + + +  + + + +       +  +         + + + + + + K K K K K K K K K K + +    + + + + + + + + + + + + \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ * \ \ * * * * * * * + + + +  \ \ \ \ \ \ \ * * * * * * * *  K K K K K K K K K K   + + + + + \ \ + \ + + \ \ + \ + + \ + + + + + + \ \ \ \ + \ \ \ \ \ \ \ + \ \ \ + \ + \ + + \ \ + \ \ \ \ * \ \ * * * * * * + * * \ + + \ \ \ \ \ + \ + * * * * * * + + K K K K K K K K K K + + \ \ \ \ P        	    	      	              K K K K K K K K K K P P P P P P P P P P             P P P P P P P P + P P P P P P P P P P P P P P P P P P P P P P P P + + + +                        P P P P P            +                                 +                +            	 	 + + + + + \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ * * * * * * * * * * * * * * * * * * * * \ K K K K K K K K K K       \ \ \ \ \ \ * * * * \ \ \ \ * * * \ * * * \ \ * * * * * * * \ \ \ * * * * \ \ \ \ \ \ \ \ \ \ \ \ \ * * * * * * * * * * * * \ * K K K K K K K K K K * * * * * * P P P P P P + P + + + + + P + + P P P P P P P P P P P P P P P P P P P P P P P P P P P  P P P P X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z P P P P P P P P P + P P P P + + P P P P P P P + P + P P P P + + P P P P P P P P P + P P P P + + P P P P P P P P P P P P P P P P P + P P P P + + P P P P P P P + P + P P P P + + P P P P P P P P P P P P P P P + P P P P P P P P P P P P P P P P P + P P P P + + P P P P P P P P P P P P P P P P P P P P P P P P P P P + +             P P P P P P P P P P P P P P P P P P P P + + + P P P P P P P P P P P P P P P P           + + + + + + P P P P P P P P P P P P P P P P P P P P P P + + P P P P P P + +  P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P   P P P P P P P P P P P P P P P P P  P P P P P P P P P P P P P P P P P P P P P P P P P P   + + + P P P P P P P P P P P    P P P P P P P P P P P + + + + + + + P P P P P P P P P P P P P + P P P P    + + + + + + + + + + + P P P P P P P P P P P P P P P P P P      + + + + + + + + + P P P P P P P P P P P P P P P P P P   + + + + + + + + + + + + P P P P P P P P P P P P P + P P P +   + + + + + + + + + + + + \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ * * * * * * * * * * * * * * * * * * * *    \     \ * + + K K K K K K K K K K + + + + + + P P P P P P P P P P + + + + + +               	 + K K K K K K K K K K + + + + + + P P P P P P P P P P P P P P P P P P P P P P P P + + + + + + + + P P P P P   P P P P P P P P P P P P P P P P P P P P P P P P P P  P + + + + + P P P P P P P P P P P P P P P P P P P P P P + + + + + + + + + + P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P +             + + + +             + + + +  + + +   K K K K K K K K K K \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ + + \ \ \ \ \ + + + + + + + + + + + \ \ \ \ \ \ \ \ \ \ \ \ + + + + \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ + + + + + + K K K K K K K K K K \ + + + * * P P P P P P P P P P P P P P P P P P P P P P P      + +   \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ * * * * * * * * * * + * * * * * * * * * * * * * * * * * * * * * * * * * * * * * + +  K K K K K K K K K K + + + + + + K K K K K K K K K K + + + + + + * * * * * * * \ * * * * * * + +                +      P P P P P P P P P P P P P P P P P P P P P P P P P P P      P P P P P P P + + + + K K K K K K K K K K                                    + + +    P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P              P P K K K K K K K K K K P P P P P P P P               + + + + + + + +     P P P P                     + + +      K K K K K K K K K K + + + P P P K K K K K K K K K K P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P   P P P P P P P P P + + + + + + + + + + + + + + + + + + + + + + +         + + + + + + + +                  P P P P  P P P P    P P    + + + + + +                           +                            + + P P P P P P + + P P P P P P P P + P + P + P +                                + +                      +         P    P P P +           P P P P + +       +                    + + P P P +          +        	          	                              	                                                      +           P P + + O P P P P P      O P O O O O P P P P P      + P P P P P P P P P P P P P + + +                                                                  + + + + + + + + + + + + + + +   P     P            O  P    P P P P P       P  P  P  P O P P        P P P P P                 P  P P P P O O P P P P P O P P O P O O O O O O O O O O O O P P P P O O O O O O O O O O P P P P P P P P P   P P P P O   + + + +                                                                                                                                                                                                                                                                                           % %                                 % % % %                + + + + + + + + + + + + + + + + + + + + + + + + + O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O                                   O O O O O O O O O O O O O O O O O O O O O P                                                                                                                                                                             % % % %                 % %   %  % % %   % %                          % % %                                             %                       %                                                              % % % % % % % % % % % %     %  % % %  % %    % %   %   % % %         %       % % % % %  % %   %   % % % % % % % %    % %                                               %                  O O O O O O O O O O O O O O O O O O O O O O                                                                                                                                                                                                             + +                             + + +             +          + + + + + + + + + + + + +     + + + + + + + + + + + + + + + +                     + + + + +     P   P P P P P P P P + + + + + + + P  + + + + + + + + + + + + + +  P P P P P P P P P P P P P P P P P P P P P P P + + + + + + + + + P P P P P P P + P P P P P P P + P P P P P P P + P P P P P P P +                                                P                           + + + + + + + + + + + + + + + + + + + + + + % % % % % % % % % % % % % % % % % % % % % % % % % % + % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % + + + + + + + + + + + + % % % % % % % % % % % % % % % % % % % % % % + + + + + + + + + + + + + + + + + + % % % % % % % % % % % % + + + +    % % G W W           % %             % W W W W W W W W W       % W W W W 6 % % W W W G G % % % + Q W Q W Q W Q W Q W W W W W W W W W W W W W W W W W W W W W W W W W Q W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W Q W Q W Q W W W W W W Q W W W W W W Q Q + +     G G W  Q W Q W Q W Q W Q W W W W W W W W W W W W W W W W W W W W W W W W W Q W Q W Q W W W W W W Q W W W W W W Q Q W W W W  Q G G W + + + + + W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W + + W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W + % % W W W W % % % % % % % % % % W W W W W W W W W W W W W W W W W W W W W W W W W W W + + + + + % % % % + + + + + + + + + + + + Q Q Q Q Q Q Q Q Q Q Q Q Q Q Q Q % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % + W W W W W W W W W W % % % % % % % % % % % % % % % % % % % % % % O O O O O O O O % W W W W W W W W W W W W W W W % % % % % % % % % % % % % % % % % W W W W W W W W W W W W W W W W W W W W W W W W W % % % % % % % % % % W W W W W W W W W W W % % % % % % % % % % % % % % % % % % % % % W W W W W W W W W W W W W W W W W W W W W G W W W W W W W W W W W W W W W + + + % % % % % % % % % % % % % % % % % % % + + + + + + + + + P P P P P P P P P P P P P P P P P    P P P P P P P P P P P P P P P P K K K K K K K K K K P P + + + + + + + + + + + + + + + + + + + +               P                 P                             P P   P P P P P P P P P P P P P P P P         + + + + + + + +                        P P P P P P P P P                 P                P       P                    +         + + + + + + + + + + + + + + + + + + + + + + + P P P P P P P P P P P  P P P  P P P P  P P P P P P P P P P P P P P P P P P P P P P P          + + + + P P P P P P     + + + + + + P P P P P P P P P P P P P P P P P P P P     + + + + + + + +   P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P       + + + + + + + +   K K K K K K K K K K + + + + + +                   P P P P P P    P  P + + P P P P P P           P P P P P P P P P P P P P P P P P P P              + + + + + + + + + + +  X X X X X X X X X X X X X X X X X X X X X X X X X X X X X + + +               + P K K K K K K K K K K + + + +   \ \ \ \ \ * \ \ \ \ \ \ \ \ \ \ K K K K K K K K K K \ \ \ \ \ + P P P P P P P P P               + + + + + + + + + P P P  P P P P P P P P   + + K K K K K K K K K K + +     \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ * * * \ * * * \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ * \ * * * \ \ * * \ \ \ \ \ * * \ * \ + + + + + + + + + + + + + + + + + + + + + + + + \ \ \ * * P P P P P P P P P P P        P P P   + + + + + + + + + + P P P P P P + + P P P P P P + + P P P P P P + + + + + + + + + P P P P P P P + P P P P P P P + P P P P P P P P P P P P P P P P P P P            + + K K K K K K K K K K + + + + + + T U U U U U U U U U U U U U U U U U U U U U U U U U U U T U U U U U U U U U U U U U U U U U U U U U U U U U U U + + + + + + + + + + + + Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y + + + + Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z Z + + + +                                 W W W W W W W W W W W W W W % % W W W W W W W W W W W W W W W W W W W W W W W W W W % % % % % % P P P P P P P + + + + + + + + + + + + P P P P P + + + + + V  V V V V V V V V V V  V V V V V V V V V V V V V + V V V V V + V + V V + V V + V V V V V V V V V V P P P P P P P P P P P P P P P P P P                 + + + + + + + + + + + + + + + + + P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P   P P P P P P P P P P P P P P P P + + P P P P P P P P P P P P P P + + + + + + + + + + + + + + + + + + + + + + + + P P P P P P P P P P P P   + +                           + + + + + +                 % % % % %             % %   % % % % % % %  %  +     %       % % % % % % % % + %   % + + + + P P P P P + P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P + +  +  % %   % %   % %  %  % W W W W W W W W W W   % % %  % W W W W W W W W W W W W W W W W W W W W W W W W W W  %  % % % W W W W W W W W W W W W W W W W W W W W W W W W W W  %  %        W Q Q Q Q Q Q Q Q Q Q W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W G G + + W W W W W W + + W W W W W W + + W W W W W W + + W W W + + +   % % %   +        + + + + + + + + + +      + + P P P P P P P P P P P P + P P P P P P P P P P P P P P P P P P P P P P + P P P P P P P P P P P P P P P P P P P + P P + P P P P P P P P P P P P P P P + + P P P P P P P P P P P P P P + + P P P P P P P P P P P P P P P P P P P P P P P P P P P + + + + +    + + + + P P P P P P P P P P P P P P P P P P P P P P P P P + + +          P P P P P P P P P P P P P P P P P P P P P P P P P              P P    +             + + + +  + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +                               + + P P P P P P P P P P P P P P P P P P P P P P P P P P P P P + + + + + + + + + + + + + + +  P P P P P P P P P P P P P P P P P P P P P P P P P P P + + + + + + + + + P P P P P P P P P P P P P P P P P P P P P P + + + + + P P P P P P P P P P P P P P P P P P P P P P      + + + + + P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P +  P P P P + + + + P P P P P P P P  P P P P P + + + + + + + + + + P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P + + P P P P P P P P P P P P P P P P P P P P + + + + P P P P P P P P P P P P P P P P P P P P P P P P P P P P + + + + + + + + P P P P P P P P P P P P P P P P + + + + + + + + + + +  + + + + + + + + + + + + + + + + P P P P P P + + P + P P P P P P P P P P P P P P P P P P P P P P P P + P P + + + P + + P P P P P P P P P P P P P P P P P P P P P P P +  P P P P P P P P P P P P P P P P P P P P P P P   P P P P P P P + + + + + + + P P P P P P P P P + + + + + + + + + + + + + + + + P P P P P P P P P P P P P P P P P P P + P P + + + + + P P P P P P P P P P P P P P P P P P P P P P P P P P P P P + + +  P P P P P P P P P P P P P P P P P P P P P P P P P P + + + + +  P P P P P P P P P P P P P P P P P P P P P P P P + + + + P P P P P    +   + + + + +     P P P P + P P P + P P P P P P P P P P P P P P P P P P P P P P P + + + +    + + + +  P P P P P P P P + + + + + + + +          + + + + + + + P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P P  P P P P P P P P  P P P P P P P P P P P P P P P P P P P P P P P P   + + + + P P P P P        + + + + + + + + + P P P P P P P P P P P P P P P P P P P P P P + + +        P P P P P P P P P P P P P P P P P P + + + + + + +     + + + + + + + + + + + + P P P P P P P + + + + + + + + + + + + + + + + P P P P P P P P P P P P P P P P P P P + + + + + + + + + + + + + P P P P P P P P P P P P P P P P P P P + + + + + + + P P P P P P               + + + + P P P P P P P P P P P P P P P P K K K K K K K K K K + + + + + + + + + + + + + + +  P P P P P P P P P P P P P P P P                   + + + + + + + + + + + + + + P P P P P P P P P P P P P P P P P + + + + + + + K K K K K K K K K K + + + + + + P P P P P P P               + K K K K K K K K K K     + + + + + + + + + + + + P P P P P P P P P P P P P P P P P P P    P + + + + + + + + +  P P P P          + + K K K K K K K K K K P  P    + P P P P P P P P P P P P P P P P P P P P + + + + + + + + + + + P P P P P P P P P P P P P P P P P P + P P P P P P P P P P P P P                    + P P P P P P P + P + P P P P + P P P P P P P P P P P P P P P + P P P P P P P P P P  + + + + + + P P P P P P P P P P P P P P P P            + + + + + K K K K K K K K K K + + + + + +     + P P P P P P P P + + P P + + P P P P P P P P P P P P P      + +   + +    + + P + + + + + +  + + + + + P P P P P   + +        + + +      + + + + + + + + + + +        P P P P      K K K K K K K K K K +  +  + +     P P  P + + + + + + + + K K K K K K K K K K + + + + + + P P P P P P P P P P P P P P P        + +                                 P P P P   + +     P + + + + + + + + + + + K K K K K K K K K K + + + + + +              + + + + + + + + + + + + + + + + + + + K K K K K K K K K K + + + + + + + + + + + + + + + + + + + + + + \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ + + + * * * * * * * * * * * * * * * + + + + K K K K K K K K K K \ \    * K K K K K K K K K K P P P P P P P P P + + + + + + + + + + + + P P           P P P P P P P P P P P P P P P P P P P P P P P P        P              + + + + + + + + P            P P P P + + P P P P                    +      + + + + + + + + + + + + + + + + + + + + + + + + + + + + + P P P P P P P P P + P P P P P P P P P P P P P P P P P P P P P P P P P         +         P      + + + + + + + + + + K K K K K K K K K K P P P P P P P P P P P P P P P + + +   P P P P P P P P P P P P P P P P P P + +               +               + + + + + + + + + P P P P P P P + P P + P P P P P P P P P P P P P P P P P P P P P P       + + +  +   +        P  + + + + + + + + K K K K K K K K K K + + + + + + P P P P P P P P P P P P P P P P P P P P P P P P P P + + + + + + P P P P P P P P P P P P P P P +      + + + + + + + + + + + P P P P + + + + + + + + + + + + + + + + + + + + + + + + + + + + P P P P P P P P P P P P P P P P P P P P P P P P H H H C C C P P P P C P P P H C H C P P P P P P P P P P P P P P P P P P P P P P P P P P P H C C P P P P P P P P P P P P P P P + + + + + + + + + + + + + + + + + P P P P P P P P P P P P P P H C P P P P P P P P P P P P P P P P P P P + + + + + + + + + + + + + + + + + + + + + + + + + K K K K K K K K K K + + + +   + + + + + + + + + + + + + + + + P P P P P P P P P P P P P P + +       + + + + + + + + + + P P P P P P P P P P P P P P P P                 P P P P   + + + + + + + + + + K K K K K K K K K K + P P P P P P P + P P P P P P P P P P P P P P P P P P P P P + + + + + P P P P P P P P P P P P P P P P P P P + + + + + + + + + + + + + + + + P P P P P + + + + + + + + + + + P                                   + + + + + + + + + + + + + + + +     P P P P P P P P P P P P P G G + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + W W W W W W W W W W W W W + + + + + + + + + + + + + + + + + + + W W W W W W W W W W W W W W W W W W W + + + + + + + + + + + + + W W W W W W W W W W W W W W W W W W W W W W W W W W W W + + + + P P P P P P P P P P P + + + + + P P P P P P P P P P P P P + + + + + + + P P P P P P P P P P + +         + + + + + + + + + + + + + + + + + + + + + + + + + + + +                       + + + + + + + + + +        + +                                                                                                             + + + + + + + + + + + + + + + + + + + + + + +       + + + + + + + + + + + + + + + + + + + + + + + + + +                        + + + + + + + + + P P P P P P P P P P P P P P P P P P + + + + + + + + + + + + + +                      +                                + P P + + P + + P P + + P P P P +             + P + P P P P P P P +                              + P P P P + + P P P P P P P P + P P P P P P P +   P P P P P + P + + + P P P P P P P +                 + + P P P P P P P P P P P P P P P P P P P P P P P P P  P P P P P P P P P P P P P P P P P P P P P P P P P                        P P P P P P P P P P P                          P P P P P P P P P P P P P P P P P P P P P P P P P          + + K K K K K K K K K K K K K K K K K K K K K K K K K K K K K K K K K K                                                                     + + + + + + + + + + + + + + +      +                + + + + + + + + + + + + + + + +        +                  + +        +   +      + + + + + + + + + + + + + + + + + + + + + P P P P P + + P P P P P P P P P        + + + + + + + + +            + + + + + K K K K K K K K K K + + + +   P P P P + P P P P P P P P P P P P P P P P P P P P P P P P P P P + P P + P + + P + P P P P P P P P P P + P P P P + P + P + + + + + + P + + + + P + P + P + P P P + P P + P + + P + P + P + P + P + P P + P + + P P P P + P P P P P P P + P P P P + P P P P + P + P P P P P P P P P P + P P P P P P P P P P P P P P P P P + + + + + P P P + P P P P P + P P P P P P P P P P P P P P P P P + + + + + + + + + + + + + + + +   + + + + + + + + + + + + + + O O O O O O O O O O O O O % % %                    %                     % % % %                  % % % % % % % % % % % % % % % % % % % % % ) ) ) ) ) ) ) ) ) ) ) ) ) ) ) ) ) ) ) ) ) ) ) ) ) ) % % % % %   % % % % % % % % % % % % % % % % % % % % % %   % % % % % % % % % % % % % % % % % % % % % % %   % % % % %  % % % % %       % %   % %       % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % ! ! ! ! ! % %     % %                       % % % % % % % % % % % % % % % % %         % % % %   %                   % % %   % % % %       %       % % % % % % % % % % % % % % % % % % % % % % % %  %  %  % % % % %   % % % %  %   % % % % % % % % % % % % %        % % % % % % % % % % % % % % % %           % % % % % % % % % % % % %                 % % % % % % % % % % % % % % % % % % % % % %     % % % %   % % % % % % % % % % % % % % % % %   % % % %     % % % % % % % % % % % % % % % % % % % % %         % % % % % % % % % % % % % % % % % % % %       % % % % % % %       % % %                                           % % %   % % % % % % % % % % % % % % % %       % % % % % % % % %   % % % % % % % % % % %   % % % % % % % % % % % % % % % % % % %                     % % % % % % % % % % % %             % % % %                 % % % % % % % %           % % % % % %         % % % % % % % %                 % % % % % % % % % % % %           %     % % % % % %   % % % % % % % % %                     % % %     % % % % % % % % % % % % % % % % % %                           % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % + + W W W W W W W W W W W W W W W W W W W W W W W % % % % % % % % % W W W W W W W W W W W W W W W W W W W W W % % % % % % % % % % % W W W W W W W W W W W W W W W W W W W W W W W W W W W W W W % % % % % % % % % % % % % % W W W W W W W W W W W W W W W W W % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % +  + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +                 + + + + + + + + + + + + + + + + + + + + "),U=Array.isArray(a)?function(A){for(var e=A.length,t=[],r=0;r=this._value.length?-1:this._value[A]},yA.prototype.consumeUnicodeRangeToken=function(){for(var A=[],e=this.consumeCodePoint();aA(e)&&A.length<6;)A.push(e),e=this.consumeCodePoint();for(var t=!1;63===e&&A.length<6;)A.push(e),e=this.consumeCodePoint(),t=!0;if(t){var r=parseInt(l.apply(void 0,A.map(function(A){return 63===A?48:A})),16),B=parseInt(l.apply(void 0,A.map(function(A){return 63===A?70:A})),16);return{type:sA.UNICODE_RANGE_TOKEN,start:r,end:B}}var n=parseInt(l.apply(void 0,A),16);if(45===this.peekCodePoint(0)&&aA(this.peekCodePoint(1))){this.consumeCodePoint(),e=this.consumeCodePoint();for(var s=[];aA(e)&&s.length<6;)s.push(e),e=this.consumeCodePoint();return B=parseInt(l.apply(void 0,s),16),{type:sA.UNICODE_RANGE_TOKEN,start:n,end:B}}return{type:sA.UNICODE_RANGE_TOKEN,start:n,end:n}},yA.prototype.consumeIdentLikeToken=function(){var A=this.consumeName();return"url"===A.toLowerCase()&&40===this.peekCodePoint(0)?(this.consumeCodePoint(),this.consumeUrlToken()):40===this.peekCodePoint(0)?(this.consumeCodePoint(),{type:sA.FUNCTION_TOKEN,value:A}):{type:sA.IDENT_TOKEN,value:A}},yA.prototype.consumeUrlToken=function(){var A=[];if(this.consumeWhiteSpace(),-1===this.peekCodePoint(0))return{type:sA.URL_TOKEN,value:""};var e,t=this.peekCodePoint(0);if(39===t||34===t){var r=this.consumeStringToken(this.consumeCodePoint());return r.type===sA.STRING_TOKEN&&(this.consumeWhiteSpace(),-1===this.peekCodePoint(0)||41===this.peekCodePoint(0))?(this.consumeCodePoint(),{type:sA.URL_TOKEN,value:r.value}):(this.consumeBadUrlRemnants(),IA)}for(;;){var B=this.consumeCodePoint();if(-1===B||41===B)return{type:sA.URL_TOKEN,value:l.apply(void 0,A)};if(cA(B))return this.consumeWhiteSpace(),-1===this.peekCodePoint(0)||41===this.peekCodePoint(0)?(this.consumeCodePoint(),{type:sA.URL_TOKEN,value:l.apply(void 0,A)}):(this.consumeBadUrlRemnants(),IA);if(34===B||39===B||40===B||0<=(e=B)&&e<=8||11===e||14<=e&&e<=31||127===e)return this.consumeBadUrlRemnants(),IA;if(92===B){if(!uA(B,this.peekCodePoint(0)))return this.consumeBadUrlRemnants(),IA;A.push(this.consumeEscapedCodePoint())}else A.push(B)}},yA.prototype.consumeWhiteSpace=function(){for(;cA(this.peekCodePoint(0));)this.consumeCodePoint()},yA.prototype.consumeBadUrlRemnants=function(){for(;;){var A=this.consumeCodePoint();if(41===A||-1===A)return;uA(A,this.peekCodePoint(0))&&this.consumeEscapedCodePoint()}},yA.prototype.consumeStringSlice=function(A){for(var e="";0>8,r=255&A>>16,B=255&A>>24;return e<255?"rgba("+B+","+r+","+t+","+e/255+")":"rgb("+B+","+r+","+t+")"}function re(A,e){if(A.type===sA.NUMBER_TOKEN)return A.number;if(A.type!==sA.PERCENTAGE_TOKEN)return 0;var t=3===e?1:255;return 3===e?A.number/100*t:Math.round(A.number/100*t)}function Be(A){var e=A.filter(kA);if(3===e.length){var t=e.map(re),r=t[0],B=t[1],n=t[2];return 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If \code{NULL}, the name of the corresponding variable is used.} \item{...}{Other arguments passed to function\code{\link[shiny]{dateInput}}} \item{.display}{expression that evaluates to TRUE or FALSE, indicating when the input control should be shown/hidden.} } \value{ A function that will generate the input control. } \description{ Add a date picker to a manipulateWidget gadget } \examples{ if (require(dygraphs) && require(xts)) { mydata <- xts(rnorm(365), order.by = as.Date("2017-01-01") + 0:364) manipulateWidget( dygraph(mydata) \%>\% dyEvent(date, "Your birthday"), date = mwDate("2017-03-27", label = "Your birthday date", min = "2017-01-01", max = "2017-12-31") ) } } \seealso{ Other controls: \code{\link{mwCheckboxGroup}()}, \code{\link{mwCheckbox}()}, \code{\link{mwDateRange}()}, \code{\link{mwGroup}()}, \code{\link{mwNumeric}()}, \code{\link{mwPassword}()}, \code{\link{mwRadio}()}, \code{\link{mwSelectize}()}, \code{\link{mwSelect}()}, \code{\link{mwSharedValue}()}, \code{\link{mwSlider}()}, \code{\link{mwText}()} } \concept{controls} manipulateWidget/man/mwText.Rd0000644000176200001440000000253415126675445016132 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/inputs.R \name{mwText} \alias{mwText} \title{Add a text input to a manipulateWidget gadget} \usage{ mwText(value = "", label = NULL, ..., .display = TRUE) } \arguments{ \item{value}{Initial value of the text input.} \item{label}{Display label for the control. If \code{NULL}, the name of the corresponding variable is used.} \item{...}{Other arguments passed to function\code{\link[shiny]{textInput}}} \item{.display}{expression that evaluates to TRUE or FALSE, indicating when the input control should be shown/hidden.} } \value{ A function that will generate the input control. } \description{ Add a text input to a manipulateWidget gadget } \examples{ if (require(plotly)) { mydata <- data.frame(x = 1:100, y = rnorm(100)) manipulateWidget({ plot_ly(mydata, x=~x, y=~y, type = "scatter", mode = "markers") \%>\% layout(title = mytitle) }, mytitle = mwText("Awesome title !") ) } } \seealso{ Other controls: \code{\link{mwCheckboxGroup}()}, \code{\link{mwCheckbox}()}, \code{\link{mwDateRange}()}, \code{\link{mwDate}()}, \code{\link{mwGroup}()}, \code{\link{mwNumeric}()}, \code{\link{mwPassword}()}, \code{\link{mwRadio}()}, \code{\link{mwSelectize}()}, \code{\link{mwSelect}()}, \code{\link{mwSharedValue}()}, \code{\link{mwSlider}()} } \concept{controls} manipulateWidget/man/manipulateWidget-package.Rd0000644000176200001440000000613615126675445021540 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/zzz.R \docType{package} \name{manipulateWidget-package} \alias{manipulateWidget-package} \title{Add even more interactivity to interactive charts} \description{ This package is largely inspired by the \code{manipulate} package from Rstudio. It can be used to easily create graphical interface that let the user modify the data or the parameters of an interactive chart. It also provides the \code{\link{combineWidgets}} function to easily combine multiple interactive charts in a single view. } \details{ \code{\link{manipulateWidget}} is the main function of the package. It accepts an expression that generates an interactive chart (and more precisely an \code{htmlwidget} object. See \url{http://www.htmlwidgets.org/} if you have never heard about it) and a set of controls created with functions \code{mwSlider}, \code{mwCheckbox}... which are used to dynamically change values within the expression. Each time the user modifies the value of a control, the expression is evaluated again and the chart is updated. Consider the following code: \code{manipulateWidget(myPlotFun(country), country = mwSelect(c("BE", "DE", "ES", "FR")))} It will generate a graphical interface with a select input on its left with options "BE", "DE", "ES", "FR". By default, at the beginning the value of the variable \code{country} will be equal to the first choice of the corresponding input. So the function will first execute \code{myPlotFun("BE")} and the result will be displayed in the main panel of the interface. If the user changes the value to "FR", then the expression \code{myPlotFun("FR")} is evaluated and the new result is displayed. The interface also contains a button "Done". When the user clicks on it, the last chart is returned. It can be stored in a variable, be modified by the user, saved as a html file with \code{\link[htmlwidgets]{saveWidget}} from package \code{htmlwidgets} or converted to a static image file with package \code{webshot}. Finally one can easily create complex layouts thanks to function \code{\link{combineWidgets}}. For instance, assume we want to see a map that displays values of some variable for a given year, but on its right side we also want to see the distributions of three variables. Then we could write: \preformatted{ myPlotFun <- function(year, variable) { combineWidgets( ncol = 2, colSize = c(3, 1), myMap(year, variable), combineWidgets( ncol = 1, myHist(year, "V1"), myHist(year, "V2"), myHist(year, "V3"), ) ) } manipulateWidget( myPlotFun(year, variable), year = mwSlider(2000, 2016, value = 2000), variable = mwSelect(c("V1", "V2", "V3")) ) } Of course, \code{\link{combineWidgets}} can be used outside of \code{\link{manipulateWidget}}. For instance, it can be used in an Rmarkdown document to easily put together interactive charts. For more concrete examples of usage, you should look at the documentation and especially the examples of \code{\link{manipulateWidget}} and \code{\link{combineWidgets}}. } \seealso{ \code{\link{manipulateWidget}}, \code{\link{combineWidgets}} } manipulateWidget/man/combineWidgets.Rd0000644000176200001440000001341115126675445017601 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/combine_widgets.R \name{combineWidgets} \alias{combineWidgets} \title{Combine several interactive plots} \usage{ combineWidgets( ..., list = NULL, nrow = NULL, ncol = NULL, title = NULL, rowsize = 1, colsize = 1, byrow = TRUE, titleCSS = "", header = NULL, footer = NULL, leftCol = NULL, rightCol = NULL, width = NULL, height = NULL ) } \arguments{ \item{...}{htmlwidgets to combine. If this list contains objects that are not htmlwidgets, the function tries to convert them into a character string which is interpreted as html content.} \item{list}{Instead of directly passing htmlwidgets to the function, one can pass a list of htmlwidgets and objects coercible to character. In particular, it can be usefull if multiple htmlwidgets have been generated using a loop function like \code{\link[base]{lapply}}.} \item{nrow}{Number of rows of the layout. If \code{NULL}, the function will automatically take a value such that are at least as many cells in the layout as the number of htmlwidgets.} \item{ncol}{Number of columns of the layout.If \code{NULL}, the function will automatically take a value such that are at least as many cells in the layout as the number of htmlwidgets.} \item{title}{Title of the view.} \item{rowsize}{This argument controls the relative size of each row. For instance, if the layout has two rows and \code{rowsize = c(2,1)}, then the width of the first row will be twice the one of the second one. This argument is recycled to fit the number of rows.} \item{colsize}{Same as rowsize but for the height of the columns of the layout.} \item{byrow}{If \code{TRUE}, then the layout is filled by row. Else it is filled by column.} \item{titleCSS}{A character containing css properties to modify the appearance of the title of the view.} \item{header}{Content to display between the title and the combined widgets. It can be a single character string or html tags.} \item{footer}{Content to display under the combined widgets. It can be a single character string or html tags.} \item{leftCol}{Content to display on the left of the combined widgets. It can be a single character string or html tags.} \item{rightCol}{Content to display on the right the combined widgets. It can be a single character string or html tags.} \item{width}{Total width of the layout (optional, defaults to automatic sizing).} \item{height}{Total height of the layout (optional, defaults to automatic sizing).} } \value{ A htmlwidget object of class \code{combineWidget}. Individual widgets are stored in element \code{widgets} and can be extracted or updated. This is useful when a function returns a \code{combineWidgets} object but user wants to keep only one widget or to update one of them (see examples). } \description{ This function combines different htmlwidgets in a unique view. } \details{ The function only allows table like layout : each row has the same number of columns and reciprocally. But it is possible to create more complex layout by nesting combined htmlwidgets. (see examples) } \examples{ if (require(plotly)) { data(iris) combineWidgets(title = "The Iris dataset", plot_ly(iris, x = ~Sepal.Length, type = "histogram", nbinsx = 20), plot_ly(iris, x = ~Sepal.Width, type = "histogram", nbinsx = 20), plot_ly(iris, x = ~Petal.Length, type = "histogram", nbinsx = 20), plot_ly(iris, x = ~Petal.Width, type = "histogram", nbinsx = 20) ) # Create a more complex layout by nesting combinedWidgets combineWidgets(title = "The iris data set: sepals", ncol = 2, colsize = c(2,1), plot_ly(iris, x = ~Sepal.Length, y = ~Sepal.Width, type = "scatter", mode = "markers", color = ~Species), combineWidgets( plot_ly(iris, x = ~Sepal.Length, type = "histogram", nbinsx = 20), plot_ly(iris, x = ~Sepal.Width, type = "histogram", nbinsx = 20) ) ) # combineWidgets can also be used on a single widget to easily add to it a # title and a footer. require(shiny) comments <- tags$div( "Wow this plot is so ", tags$span("amazing!!", style = "color:red;font-size:36px") ) combineWidgets( plot_ly(iris, x = ~Sepal.Length, type = "histogram", nbinsx = 20), title = "Distribution of Sepal Length", footer = comments ) # It is also possible to combine htmlwidgets with text or other html elements myComment <- tags$div( style="height:100\%;background-color:#eee;padding:10px;box-sizing:border-box", tags$h2("Comment"), tags$hr(), "Here is a very clever comment about the awesome graphics you just saw." ) combineWidgets( plot_ly(iris, x = ~Sepal.Length, type = "histogram", nbinsx = 20), plot_ly(iris, x = ~Sepal.Width, type = "histogram", nbinsx = 20), plot_ly(iris, x = ~Petal.Length, type = "histogram", nbinsx = 20), myComment ) # Updating individual widgets. myWidget <- combineWidgets( plot_ly(iris, x = ~Sepal.Length, type = "histogram", nbinsx = 20), plot_ly(iris, x = ~Sepal.Width, type = "histogram", nbinsx = 20), ncol = 2 ) myWidget myWidget$widgets[[1]] <- myWidget$widgets[[1]] \%>\% layout(title = "Histogram of Sepal Length") myWidget$widgets[[2]] <- myWidget$widgets[[2]] \%>\% layout(title = "Histogram of Sepal Width") myWidget # Instead of passing directly htmlwidgets to the function, one can pass # a list containing htmlwidgets. This is especially useful when the widgets # are generated using a loop function like "lapply" or "replicate". # # The following code generates a list of 12 histograms and use combineWidgets # to display them. samples <- replicate(12, plot_ly(x = rnorm(100), type = "histogram", nbinsx = 20), simplify = FALSE) combineWidgets(list = samples, title = "12 samples of the same distribution") } } manipulateWidget/man/mwTranslations.Rd0000644000176200001440000000272015126675445017664 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/translations.R \name{mwTranslations} \alias{mwTranslations} \title{Translate UI titles and labels} \usage{ mwTranslations( settings = "Settings", chart = "Chart", compare = "Compare", compareVars = "Variables to compare", ncol = "Nb Columns", ncharts = "Nb Charts" ) } \arguments{ \item{settings}{Title of the settings panel.} \item{chart}{Title of the chart panel.} \item{compare}{Label of the checkbox that activate the comparison mode.} \item{compareVars}{Label of the input containing the list of variables to compare.} \item{ncol}{Label of the input that sets the number of columns.} \item{ncharts}{Label of the input that sets the number of charts.} } \value{ Named list of translation strings. } \description{ Creates a list of translation strings that can be passed to function \code{\link{manipulateWidget}} to translate some UI elements. } \examples{ translations <- mwTranslations( settings = "Parametres", chart = "Graphique", compare = "Comparaison", compareVars = "Variable de comparaison", ncharts = "Nb graph.", ncol = "Nb col." ) if (require(dygraphs)) { mydata <- data.frame(year = 2000+1:100, value = rnorm(100)) manipulateWidget(dygraph(mydata[range[1]:range[2] - 2000, ], main = title), range = mwSlider(2001, 2100, c(2001, 2100)), title = mwText("Fictive time series"), .translations = translations) } } manipulateWidget/man/combineWidgets-shiny.Rd0000644000176200001440000000177515126675445020743 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/combine_widgets.R \name{combineWidgets-shiny} \alias{combineWidgets-shiny} \alias{combineWidgetsOutput} \alias{renderCombineWidgets} \title{Shiny bindings for combineWidgets} \usage{ combineWidgetsOutput(outputId, width = "100\%", height = "400px") renderCombineWidgets(expr, env = parent.frame(), quoted = FALSE) } \arguments{ \item{outputId}{output variable to read from} \item{width, height}{Must be a valid CSS unit (like \code{'100\%'}, \code{'400px'}, \code{'auto'}) or a number, which will be coerced to a string and have \code{'px'} appended.} \item{expr}{An expression that generates a combineWidgets} \item{env}{The environment in which to evaluate \code{expr}.} \item{quoted}{Is \code{expr} a quoted expression (with \code{quote()})? This is useful if you want to save an expression in a variable.} } \description{ Output and render functions for using combineWidgets within Shiny applications and interactive Rmd documents. } manipulateWidget/man/mwRadio.Rd0000644000176200001440000000311615126675445016241 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/inputs.R \name{mwRadio} \alias{mwRadio} \title{Add radio buttons to a manipulateWidget gadget} \usage{ mwRadio(choices, value = NULL, label = NULL, ..., .display = TRUE) } \arguments{ \item{choices}{Vector or list of choices. If it is named, then the names rather than the values are displayed to the user.} \item{value}{Initial value of the input. If not specified, the first choice is used.} \item{label}{Display label for the control. If \code{NULL}, the name of the corresponding variable is used.} \item{...}{Other arguments passed to function\code{\link[shiny]{radioButtons}}} \item{.display}{expression that evaluates to TRUE or FALSE, indicating when the input control should be shown/hidden.} } \value{ A function that will generate the input control. } \description{ Add radio buttons to a manipulateWidget gadget } \examples{ if (require(plotly)) { mydata <- data.frame(x = 1:100, y = rnorm(100)) manipulateWidget( { mode <- switch(type, points = "markers", lines = "lines", both = "markers+lines") plot_ly(mydata, x=~x, y=~y, type = "scatter", mode = mode) }, type = mwRadio(c("points", "lines", "both")) ) } } \seealso{ Other controls: \code{\link{mwCheckboxGroup}()}, \code{\link{mwCheckbox}()}, \code{\link{mwDateRange}()}, \code{\link{mwDate}()}, \code{\link{mwGroup}()}, \code{\link{mwNumeric}()}, \code{\link{mwPassword}()}, \code{\link{mwSelectize}()}, \code{\link{mwSelect}()}, \code{\link{mwSharedValue}()}, \code{\link{mwSlider}()}, \code{\link{mwText}()} } \concept{controls} manipulateWidget/man/compareOptions.Rd0000644000176200001440000000337615126675445017651 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/compare_options.R \name{compareOptions} \alias{compareOptions} \title{Options for comparison mode} \usage{ compareOptions(ncharts = NULL, nrow = NULL, ncol = NULL, allowCompare = TRUE) } \arguments{ \item{ncharts}{Number of charts to generate.} \item{nrow}{Number of rows. If \code{NULL}, the function tries to pick the best number of rows given the number of charts and columns.} \item{ncol}{Number of columns. If \code{NULL}, the function tries to pick the best number of columns given the number of charts and rows.} \item{allowCompare}{If \code{TRUE} (the default), then the user can use the UI to add or remove charts and choose which variables to compare} } \value{ List of options } \description{ This function generates a list of options that are used by \code{\link{manipulateWidget}} to compare multiple charts. } \examples{ if (require(dygraphs)) { mydata <- data.frame( year = 2000+1:100, series1 = rnorm(100), series2 = rnorm(100), series3 = rnorm(100) ) manipulateWidget( dygraph(mydata[range[1]:range[2] - 2000, c("year", series)], main = title), range = mwSlider(2001, 2100, c(2001, 2100)), series = mwSelect(c("series1", "series2", "series3")), title = mwText("Fictive time series"), .compare = list(title = NULL, series = NULL), .compareOpts = compareOptions(ncharts = 4) ) manipulateWidget( dygraph(mydata[range[1]:range[2] - 2000, c("year", series)], main = title), range = mwSlider(2001, 2100, c(2001, 2100)), series = mwSelect(c("series1", "series2", "series3")), title = mwText("Fictive time series"), .compare = list(title = NULL, series = NULL), .compareOpts = compareOptions(ncharts = 3, nrow = 3) ) } } manipulateWidget/man/mwModule.Rd0000644000176200001440000000606615126675445016437 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/module_ui.R, R/mw_ui.R \name{mwModule} \alias{mwModule} \alias{mwModuleUI} \title{Add a manipulateWidget to a shiny application} \usage{ mwModule(id, controller, fillPage = FALSE, ...) mwModuleUI( id, border = TRUE, okBtn = FALSE, saveBtn = TRUE, exportBtn = TRUE, updateBtn = FALSE, allowCompare = TRUE, margin = 0, width = "100\%", height = 400, header = NULL, footer = NULL ) } \arguments{ \item{id}{A unique string that identifies the module} \item{controller}{Object of class \code{\link{MWController}} returned by \code{\link{manipulateWidget}} when parameter \code{.runApp} is \code{FALSE}.} \item{fillPage}{: \code{logical}. Render in a fillPage or not ? Defaut to FALSE} \item{...}{named arguments containing reactive values. They can be used to send data from the main shiny application to the module.} \item{border}{Should a border be added to the module ?} \item{okBtn}{Should the UI contain the OK button ?} \item{saveBtn}{Should the UI contain the save button ? For saving output as html} \item{exportBtn}{Should an export button be added to the controls ? For saving output as png} \item{updateBtn}{Should the updateBtn be added to the UI ?} \item{allowCompare}{If \code{TRUE} (the default), then the user can use the UI to add or remove charts and choose which variables to compare} \item{margin}{Margin to apply around the module UI. Should be one two or four valid css units.} \item{width}{Width of the module UI.} \item{height}{Height of the module UI.} \item{header}{Tag or list of tags to display as a common header above all tabPanels.} \item{footer}{Tag or list of tags to display as a common footer below all tabPanels} } \value{ \code{mwModuleUI} returns the required HTML elements for the module. mwModule is only used for its side effects. } \description{ These two functions can be used to include a manipulateWidget object in a shiny application. \code{mwModuleUI} must be used in the UI to generate the required HTML elements and add javascript and css dependencies. \code{mwModule} must be called once in the server function of the application. } \examples{ if (interactive() & require("dygraphs")) { require("shiny") ui <- fillPage( fillRow( flex = c(NA, 1), div( textInput("title", label = "Title", value = "glop"), selectInput("series", "series", choices = c("series1", "series2", "series3")) ), mwModuleUI("ui", height = "100\%") )) server <- function(input, output, session) { mydata <- data.frame( year = 2000+1:100, series1 = rnorm(100), series2 = rnorm(100), series3 = rnorm(100) ) c <- manipulateWidget( { dygraph(mydata[range[1]:range[2] - 2000, c("year", series)], main = title) }, range = mwSlider(2001, 2100, c(2001, 2050)), series = mwSharedValue(), title = mwSharedValue(), .runApp = FALSE, .compare = "range" ) # mwModule("ui", c, title = reactive(input$title), series = reactive(input$series)) } shinyApp(ui, server) } } manipulateWidget/man/mwDateRange.Rd0000644000176200001440000000306115126675445017034 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/inputs.R \name{mwDateRange} \alias{mwDateRange} \title{Add a date range picker to a manipulateWidget gadget} \usage{ mwDateRange( value = c(Sys.Date(), Sys.Date() + 1), label = NULL, ..., .display = TRUE ) } \arguments{ \item{value}{Vector containing two dates (either Date objects pr a string in yyy-mm-dd format) representing the initial date range selected.} \item{label}{Display label for the control. If \code{NULL}, the name of the corresponding variable is used.} \item{...}{Other arguments passed to function\code{\link[shiny]{dateRangeInput}}} \item{.display}{expression that evaluates to TRUE or FALSE, indicating when the input control should be shown/hidden.} } \value{ An Input object } \description{ Add a date range picker to a manipulateWidget gadget } \examples{ if (require(dygraphs) && require(xts)) { mydata <- xts(rnorm(365), order.by = as.Date("2017-01-01") + 0:364) manipulateWidget( dygraph(mydata) \%>\% dyShading(from=period[1], to = period[2], color = "#CCEBD6"), period = mwDateRange(c("2017-03-01", "2017-04-01"), min = "2017-01-01", max = "2017-12-31") ) } } \seealso{ Other controls: \code{\link{mwCheckboxGroup}()}, \code{\link{mwCheckbox}()}, \code{\link{mwDate}()}, \code{\link{mwGroup}()}, \code{\link{mwNumeric}()}, \code{\link{mwPassword}()}, \code{\link{mwRadio}()}, \code{\link{mwSelectize}()}, \code{\link{mwSelect}()}, \code{\link{mwSharedValue}()}, \code{\link{mwSlider}()}, \code{\link{mwText}()} } \concept{controls} manipulateWidget/man/MWController-class.Rd0000644000176200001440000000502615126675445020333 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/controller.R \docType{class} \name{MWController-class} \alias{MWController-class} \alias{MWController} \title{Controller object of a manipulateWidget application} \description{ \code{MWController} is a reference class that is used to manage interaction with data and update of the view created by manipulateWidget. Only users who desire to create automatic tests for applications created with \code{\link{manipulateWidget}} should care about this object. } \section{Fields}{ \describe{ \item{\code{ncharts}}{Number of charts in the application} \item{\code{nrow}}{Number of rows.} \item{\code{ncol}}{Number of columns.} \item{\code{autoUpdate}}{Boolean indicating if charts should be automatically updated when a value changes. list with \code{value} and \code{initBtn} (not autoUpdate, if want first charts on init)} }} \section{Methods}{ \describe{ \item{\code{getParams(name, chartId = 1)}}{Get parameters of an input for a given chart} \item{\code{getValue(name, chartId = 1)}}{Get the value of a variable for a given chart.} \item{\code{getValues(chartId = 1)}}{Get all values for a given chart.} \item{\code{isVisible(name, chartId = 1)}}{Indicates if a given input is visible} \item{\code{returnCharts()}}{Return all charts.} \item{\code{setValue(name, value, chartId = 1, updateHTML = FALSE, reactive = FALSE)}}{Update the value of a variable for a given chart.} \item{\code{setValueAll(name, value, updateHTML = TRUE)}}{Update the value of an input for all charts} \item{\code{updateCharts()}}{Update all charts.} }} \section{Testing a manipulateWidget application}{ When \code{\link{manipulateWidget}} is used in a test script, it returns a \code{MWController} object instead of starting a shiny gadget. This object has methods to modify inputs values and check the state of the application. This can be useful to automatically checks if your application behaves like desired. Here is some sample code that uses package \code{testthat}: \preformatted{ library("testthat") controller <- manipulateWidget( x + y, x = mwSlider(0, 10, 5), y = mwSlider(0, x, 0), .compare = "y" ) test_that("Two charts are created", { expect_equal(controller$ncharts, 2) }) test_that("Parameter 'max' of 'y' is updated when 'x' changes", { expect_equal(controller$getParams("y", 1)$max, 5) expect_equal(controller$getParams("y", 2)$max, 5) controller$setValue("x", 3) expect_equal(controller$getParams("y", 1)$max, 3) expect_equal(controller$getParams("y", 2)$max, 3) }) } } manipulateWidget/man/mwCheckbox.Rd0000644000176200001440000000256315126675445016736 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/inputs.R \name{mwCheckbox} \alias{mwCheckbox} \title{Add a checkbox to a manipulateWidget gadget} \usage{ mwCheckbox(value = FALSE, label = NULL, ..., .display = TRUE) } \arguments{ \item{value}{Initial value of the input.} \item{label}{Display label for the control. If \code{NULL}, the name of the corresponding variable is used.} \item{...}{Other arguments passed to function\code{\link[shiny]{checkboxInput}}} \item{.display}{expression that evaluates to TRUE or FALSE, indicating when the input control should be shown/hidden.} } \value{ A function that will generate the input control. } \description{ Add a checkbox to a manipulateWidget gadget } \examples{ if(require(plotly)) { manipulateWidget( { plot_ly(iris, x = ~Sepal.Length, y = ~Sepal.Width, color = ~Species, type = "scatter", mode = "markers") \%>\% layout(showlegend = legend) }, legend = mwCheckbox(TRUE, "Show legend") ) } } \seealso{ Other controls: \code{\link{mwCheckboxGroup}()}, \code{\link{mwDateRange}()}, \code{\link{mwDate}()}, \code{\link{mwGroup}()}, \code{\link{mwNumeric}()}, \code{\link{mwPassword}()}, \code{\link{mwRadio}()}, \code{\link{mwSelectize}()}, \code{\link{mwSelect}()}, \code{\link{mwSharedValue}()}, \code{\link{mwSlider}()}, \code{\link{mwText}()} } \concept{controls} manipulateWidget/man/knit_print.MWController.Rd0000644000176200001440000000064115126675445021406 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/controller.R \name{knit_print.MWController} \alias{knit_print.MWController} \title{knit_print method for MWController object} \usage{ knit_print.MWController(x, ...) } \arguments{ \item{x}{MWController object} \item{...}{arguments passed to function knit_print} } \description{ knit_print method for MWController object } manipulateWidget/man/mwNumeric.Rd0000644000176200001440000000254315126675445016610 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/inputs.R \name{mwNumeric} \alias{mwNumeric} \title{Add a numeric input to a manipulateWidget gadget} \usage{ mwNumeric(value, label = NULL, ..., .display = TRUE) } \arguments{ \item{value}{Initial value of the numeric input.} \item{label}{Display label for the control. If \code{NULL}, the name of the corresponding variable is used.} \item{...}{Other arguments passed to function\code{\link[shiny]{numericInput}}} \item{.display}{expression that evaluates to TRUE or FALSE, indicating when the input control should be shown/hidden.} } \value{ A function that will generate the input control. } \description{ Add a numeric input to a manipulateWidget gadget } \examples{ if (require(plotly)) { manipulateWidget({ plot_ly(data.frame(x = 1:10, y = rnorm(10, mean, sd)), x=~x, y=~y, type = "scatter", mode = "markers") }, mean = mwNumeric(0), sd = mwNumeric(1, min = 0, step = 0.1) ) } } \seealso{ Other controls: \code{\link{mwCheckboxGroup}()}, \code{\link{mwCheckbox}()}, \code{\link{mwDateRange}()}, \code{\link{mwDate}()}, \code{\link{mwGroup}()}, \code{\link{mwPassword}()}, \code{\link{mwRadio}()}, \code{\link{mwSelectize}()}, \code{\link{mwSelect}()}, \code{\link{mwSharedValue}()}, \code{\link{mwSlider}()}, \code{\link{mwText}()} } \concept{controls} manipulateWidget/man/mwSelect.Rd0000644000176200001440000000410315126675445016417 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/inputs.R \name{mwSelect} \alias{mwSelect} \title{Add a Select list input to a manipulateWidget gadget} \usage{ mwSelect( choices = value, value = NULL, label = NULL, ..., multiple = FALSE, .display = TRUE ) } \arguments{ \item{choices}{Vector or list of choices. If it is named, then the names rather than the values are displayed to the user.} \item{value}{Initial value of the input. If not specified, the first choice is used.} \item{label}{Display label for the control. If \code{NULL}, the name of the corresponding variable is used.} \item{...}{Other arguments passed to function\code{\link[shiny]{selectInput}}.} \item{multiple}{Is selection of multiple items allowed?} \item{.display}{expression that evaluates to TRUE or FALSE, indicating when the input control should be shown/hidden.} } \value{ A function that will generate the input control. } \description{ Add a Select list input to a manipulateWidget gadget } \examples{ if (require(plotly)) { mydata <- data.frame(x = 1:100, y = rnorm(100)) manipulateWidget( { mode <- switch(type, points = "markers", lines = "lines", both = "markers+lines") plot_ly(mydata, x=~x, y=~y, type = "scatter", mode = mode) }, type = mwSelect(c("points", "lines", "both")) ) Sys.sleep(0.5) # Select multiple values manipulateWidget( { if (length(species) == 0) mydata <- iris else mydata <- iris[iris$Species \%in\% species,] plot_ly(mydata, x = ~Sepal.Length, y = ~Sepal.Width, color = ~droplevels(Species), type = "scatter", mode = "markers") }, species = mwSelect(levels(iris$Species), multiple = TRUE) ) } } \seealso{ Other controls: \code{\link{mwCheckboxGroup}()}, \code{\link{mwCheckbox}()}, \code{\link{mwDateRange}()}, \code{\link{mwDate}()}, \code{\link{mwGroup}()}, \code{\link{mwNumeric}()}, \code{\link{mwPassword}()}, \code{\link{mwRadio}()}, \code{\link{mwSelectize}()}, \code{\link{mwSharedValue}()}, \code{\link{mwSlider}()}, \code{\link{mwText}()} } \concept{controls} manipulateWidget/man/mwSlider.Rd0000644000176200001440000000353715126675445016434 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/inputs.R \name{mwSlider} \alias{mwSlider} \title{Add a Slider to a manipulateWidget gadget} \usage{ mwSlider(min, max, value, label = NULL, ..., .display = TRUE) } \arguments{ \item{min}{The minimum value that can be selected.} \item{max}{The maximum value that can be selected.} \item{value}{Initial value of the slider A numeric vector of length one will create a regular slider; a numeric vector of length two will create a double-ended range slider} \item{label}{Display label for the control. If \code{NULL}, the name of the corresponding variable is used.} \item{...}{Other arguments passed to function\code{\link[shiny]{sliderInput}}} \item{.display}{expression that evaluates to TRUE or FALSE, indicating when the input control should be shown/hidden.} } \value{ A function that will generate the input control. } \description{ Add a Slider to a manipulateWidget gadget } \examples{ if (require(plotly)) { myWidget <- manipulateWidget( plot_ly(data.frame(x = 1:n, y = rnorm(n)), x=~x, y=~y, type = "scatter", mode = "markers"), n = mwSlider(1, 100, 10, label = "Number of values") ) Sys.sleep(0.5) # Create a double ended slider to choose a range instead of a single value mydata <- data.frame(x = 1:100, y = rnorm(100)) manipulateWidget( plot_ly(mydata[n[1]:n[2], ], x=~x, y=~y, type = "scatter", mode = "markers"), n = mwSlider(1, 100, c(1, 10), label = "Number of values") ) } } \seealso{ Other controls: \code{\link{mwCheckboxGroup}()}, \code{\link{mwCheckbox}()}, \code{\link{mwDateRange}()}, \code{\link{mwDate}()}, \code{\link{mwGroup}()}, \code{\link{mwNumeric}()}, \code{\link{mwPassword}()}, \code{\link{mwRadio}()}, \code{\link{mwSelectize}()}, \code{\link{mwSelect}()}, \code{\link{mwSharedValue}()}, \code{\link{mwText}()} } \concept{controls} manipulateWidget/man/mwPassword.Rd0000644000176200001440000000301315126675445017001 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/inputs.R \name{mwPassword} \alias{mwPassword} \title{Add a password to a manipulateWidget gadget} \usage{ mwPassword(value = "", label = NULL, ..., .display = TRUE) } \arguments{ \item{value}{Default value of the input.} \item{label}{Display label for the control. If \code{NULL}, the name of the corresponding variable is used.} \item{...}{Other arguments passed to function\code{\link[shiny]{passwordInput}}} \item{.display}{expression that evaluates to TRUE or FALSE, indicating when the input control should be shown/hidden.} } \value{ A function that will generate the input control. } \description{ Add a password to a manipulateWidget gadget } \examples{ if (require(plotly)) { manipulateWidget( { if (passwd != 'abc123') { plot_ly(type = "scatter", mode="markers") \%>\% layout(title = "Wrong password. True password is 'abc123'") } else { plot_ly(data.frame(x = 1:10, y = rnorm(10)), x=~x, y=~y, type = "scatter", mode = "markers") } }, user = mwText(label = "Username"), passwd = mwPassword(label = "Password") ) } } \seealso{ Other controls: \code{\link{mwCheckboxGroup}()}, \code{\link{mwCheckbox}()}, \code{\link{mwDateRange}()}, \code{\link{mwDate}()}, \code{\link{mwGroup}()}, \code{\link{mwNumeric}()}, \code{\link{mwRadio}()}, \code{\link{mwSelectize}()}, \code{\link{mwSelect}()}, \code{\link{mwSharedValue}()}, \code{\link{mwSlider}()}, \code{\link{mwText}()} } \concept{controls} manipulateWidget/man/staticPlot.Rd0000644000176200001440000000311415126675445016763 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/static_image.R \name{staticPlot} \alias{staticPlot} \alias{staticImage} \title{Include a static image in a combinedWidgets} \usage{ staticPlot(expr, width = 600, height = 400) staticImage(file, style = "max-width:100\%\%;max-height:100\%\%") } \arguments{ \item{expr}{Expression that creates a static plot.} \item{width}{Width of the image to create.} \item{height}{Height of the image to create.} \item{file}{path of the image to include.} \item{style}{CSS style to apply to the image.} } \value{ a \code{shiny.tag} object containing the HTML code required to include the image or the plot in a \code{combinedWidgets} object. } \description{ \code{staticPlot} is a function that generates a static plot and then return the HTML code needed to include the plot in a combinedWidgets. \code{staticImage} is a more general function that generates the HTML code necessary to include any image file. } \examples{ staticPlot(hist(rnorm(100))) if (require(plotly)) { data(iris) combineWidgets( plot_ly(iris, x = ~Sepal.Length, type = "histogram", nbinsx = 20), staticPlot(hist(iris$Sepal.Length, breaks = 20), height = 300) ) # You can also embed static images in the header, footer, left or right # columns of a combinedWidgets. The advantage is that the space allocated # to the static plot will be constant when the window is resized. combineWidgets( plot_ly(iris, x = ~Sepal.Length, type = "histogram", nbinsx = 20), footer = staticPlot(hist(iris$Sepal.Length, breaks = 20), height = 300) ) } } manipulateWidget/man/mwSelectize.Rd0000644000176200001440000000401015126675445017124 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/inputs.R \name{mwSelectize} \alias{mwSelectize} \title{Add a Select list input to a manipulateWidget gadget} \usage{ mwSelectize( choices = value, value = NULL, label = NULL, ..., multiple = FALSE, options = NULL, .display = TRUE ) } \arguments{ \item{choices}{Vector or list of choices. If it is named, then the names rather than the values are displayed to the user.} \item{value}{Initial value of the input. If not specified, the first choice is used.} \item{label}{Display label for the control. If \code{NULL}, the name of the corresponding variable is used.} \item{...}{Other arguments passed to function\code{\link[shiny]{selectInput}}.} \item{multiple}{Is selection of multiple items allowed?} \item{options}{A list of options. See the documentation of selectize.js for possible options} \item{.display}{expression that evaluates to TRUE or FALSE, indicating when the input control should be shown/hidden.} } \value{ A function that will generate the input control. } \description{ Add a Select list input to a manipulateWidget gadget } \examples{ if (require(plotly)) { mydata <- data.frame(x = 1:100, y = rnorm(100)) # Select multiple values manipulateWidget( { if (length(species) == 0) mydata <- iris else mydata <- iris[iris$Species \%in\% species,] plot_ly(mydata, x = ~Sepal.Length, y = ~Sepal.Width, color = ~droplevels(Species), type = "scatter", mode = "markers") }, species = mwSelectize(c("Select one or two species : " = "", levels(iris$Species)), multiple = TRUE, options = list(maxItems = 2)) ) } } \seealso{ Other controls: \code{\link{mwCheckboxGroup}()}, \code{\link{mwCheckbox}()}, \code{\link{mwDateRange}()}, \code{\link{mwDate}()}, \code{\link{mwGroup}()}, \code{\link{mwNumeric}()}, \code{\link{mwPassword}()}, \code{\link{mwRadio}()}, \code{\link{mwSelect}()}, \code{\link{mwSharedValue}()}, \code{\link{mwSlider}()}, \code{\link{mwText}()} } \concept{controls} manipulateWidget/man/mwGroup.Rd0000644000176200001440000000257715126675445016311 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/inputs.R \name{mwGroup} \alias{mwGroup} \title{Group inputs in a collapsible box} \usage{ mwGroup(..., label = NULL, .display = TRUE) } \arguments{ \item{...}{inputs that will be grouped in the box} \item{label}{label of the group inputs} \item{.display}{expression that evaluates to TRUE or FALSE, indicating when the group should be shown/hidden.} } \value{ Input of type "group". } \description{ This function generates a collapsible box containing inputs. It can be useful when there are a lot of inputs and one wants to group them. } \examples{ if(require(dygraphs)) { mydata <- data.frame(x = 1:100, y = rnorm(100)) manipulateWidget( dygraph(mydata[range[1]:range[2], ], main = title, xlab = xlab, ylab = ylab), range = mwSlider(1, 100, c(1, 100)), "Graphical parameters" = mwGroup( title = mwText("Fictive time series"), xlab = mwText("X axis label"), ylab = mwText("Y axis label") ) ) } } \seealso{ Other controls: \code{\link{mwCheckboxGroup}()}, \code{\link{mwCheckbox}()}, \code{\link{mwDateRange}()}, \code{\link{mwDate}()}, \code{\link{mwNumeric}()}, \code{\link{mwPassword}()}, \code{\link{mwRadio}()}, \code{\link{mwSelectize}()}, \code{\link{mwSelect}()}, \code{\link{mwSharedValue}()}, \code{\link{mwSlider}()}, \code{\link{mwText}()} } \concept{controls} manipulateWidget/man/manipulateWidget.Rd0000644000176200001440000002610015126746410020127 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/manipulate_widget.R \name{manipulateWidget} \alias{manipulateWidget} \title{Add Controls to Interactive Plots} \usage{ manipulateWidget( .expr, ..., .updateBtn = FALSE, .saveBtn = TRUE, .exportBtn = TRUE, .exportType = c("html2canvas", "webshot"), .viewer = c("pane", "window", "browser"), .compare = NULL, .compareOpts = compareOptions(), .translations = mwTranslations(), .return = function(widget, envs) { widget }, .width = NULL, .height = NULL, .runApp = TRUE ) } \arguments{ \item{.expr}{expression to evaluate that returns an interactive plot of class \code{htmlwidget}. This expression is re-evaluated each time a control is modified.} \item{...}{One or more named control arguments created with functions \code{\link{mwSlider}}, \code{\link{mwText}}, etc. The name of each control is the name of the variable the controls modifies in the expression. One can also create a group of inputs by passing a list of such control arguments. for instance \code{mygroup = list(txt = mwText(""), nb = mwNumeric(0))} creates a group of inputs named mygroup with two inputs named "txt" and "nb".} \item{.updateBtn}{Should an update button be added to the controls ? If \code{TRUE}, then the graphic is updated only when the user clicks on the update button.} \item{.saveBtn}{Should an save button be added to the controls ? For saving output as html. Does not work in RStudio Viewer} \item{.exportBtn}{Should an export button be added to the controls ? For saving output as png. Does not work in RStudio Viewer} \item{.exportType}{\code{.exportBtn}, using \code{html2canvas} (default) and keeping current zoom, ... or using \code{webshot}} \item{.viewer}{Controls where the gadget should be displayed. \code{"pane"} corresponds to the Rstudio viewer, \code{"window"} to a dialog window, and \code{"browser"} to an external web browser.} \item{.compare}{Sometimes one wants to compare the same chart but with two different sets of parameters. This is the purpose of this argument. It can be a character vector of input names or a named list whose names are the names of the inputs that should vary between the two charts. Each element of the list must be a vector or a list of length equal to the number of charts with the initial values of the corresponding parameter for each chart. It can also be \code{NULL}. In this case, the parameter is initialized with the default value for the two charts.} \item{.compareOpts}{List of options created \code{\link{compareOptions}}. These options indicate the number of charts to create and their disposition.} \item{.translations}{List of translation strings created with function \code{\link{mwTranslations}}. Used to translate UI titles and labels.} \item{.return}{A function that can be used to modify the output of \code{manipulateWidget}. It must take two parameters: the first one is the final widget, the second one is a list of environments containing the input values of each individual widget. The length of this list is one if .compare is null, two or more if it has been defined.} \item{.width}{Width of the UI. Used only on Rmarkdown documents with option \code{runtime: shiny}.} \item{.height}{Height of the UI. Used only on Rmarkdown documents with option \code{runtime: shiny}.} \item{.runApp}{(advanced usage) If true, a shiny gadget is started. If false, the function returns a \code{\link{MWController}} object. This object can be used to check with command line instructions the behavior of the application. (See help page of \code{\link{MWController}}). Notice that this parameter is always false in a non-interactive session (for instance when running tests of a package).} } \value{ The result of the expression evaluated with the last values of the controls. It should be an object of class \code{htmlWidget}. } \description{ This function permits to add controls to an interactive plot created with packages like \code{dygraphs}, \code{highcharter} or \code{plotly} in order to change the input data or the parameters of the plot. Technically, the function starts a shiny gadget. The R session is bloqued until the user clicks on "cancel" or "done". If he clicks on "done", then the the function returns the last displayed plot so the user can modify it and/or save it. } \section{Advanced Usage}{ The "normal" use of the function is to provide an expression that always return an \code{htmlwidget}. In such case, every time the user changes the value of an input, the current widget is destroyed and a new one is created and rendered. Some packages provide functions to update a widget that has already been rendered. This is the case for instance for package \code{leaflet} with the function \code{\link[leaflet]{leafletProxy}}. To use such functions, \code{manipulateWidget} evaluates the parameter \code{.expr} with four extra variables: \describe{ \item{\code{.initial}:}{ \code{TRUE} if the expression is evaluated for the first time and then the widget has not been rendered yet, \code{FALSE} if the widget has already been rendered. } \item{\code{.session}:}{ A shiny session object. } \item{\code{.output}:}{ ID of the output in the shiny interface. } \item{\code{.id}:}{ Id of the chart. It can be used in comparison mode to make further customization without the need to create additional input controls. } } You can take a look at the last example to see how to use these two variables to update a leaflet widget. } \section{Modify the returned widget}{ In some specific situations, a developer may want to use \code{manipulateWidget} in a function that waits the user to click on the "Done" button and modifies the widget returned by \code{manipulateWidget}. In such situation, parameter \code{.return} should be used so that \code{manipulateWidget} is the last function called. Indeed, if other code is present after, the custom function will act very weird in a Rmarkdown document with "runtime: shiny". } \examples{ # Basic example with fake data if (require(dygraphs)) { mydata <- data.frame(period = 1:100, value = rnorm(100)) manipulateWidget(dygraph(mydata[range[1]:range[2], ], main = title), range = mwSlider(1, 100, c(1, 100)), title = mwText("Fictive time series")) } # Let use manipulateWidget to explore the evolution of energy consumption in # the world data("worldEnergyUse") if (require(plotly)) { # Function that generates a chart representing the evolution of energy # consumption per country. Creating a function is not necessary. We do it # for clarity and reuse in the different examples. plotEnergyUse <- function(Country, Period, lwd = 2, col = "gray") { dataset <- subset( worldEnergyUse, country == Country & year >= Period[1] & year <= Period[2] ) plot_ly(dataset) \%>\% add_lines(~year, ~energy_used, line = list(width = lwd, color = col)) \%>\% layout(title = paste("Energy used in", Country)) } # Launch the interactive visualisation manipulateWidget( plotEnergyUse(Country, Period), Period = mwSlider(1960, 2014, c(1960, 2014)), Country = mwSelect(sort(unique(worldEnergyUse$country)), "United States") ) # Directly start comparison mode manipulateWidget( plotEnergyUse(Country, Period), Period = mwSlider(1960, 2014, c(1960, 2014)), Country = mwSelect(sort(unique(worldEnergyUse$country))), .compare = list(Country = c("United States", "China")), .compareOpts = compareOptions(ncol = 2) ) # Dynamic input parameters #------------------------- # The arguments of an input can depend on the values of other inputs. # In this example, when the user changes the region, the choices of input # "Country" are updated with the countries of that region. # First we create a list that contains for each region the countries in that # retion refRegions <- by(worldEnergyUse$country, worldEnergyUse$region, function(x) as.character(sort(unique(x)))) manipulateWidget( plotEnergyUse(Country, Period), Period = mwSlider(1960, 2014, c(1960, 2014)), Region = mwSelect(sort(unique(worldEnergyUse$region))), Country = mwSelect(choices = refRegions[[Region]]) ) # Grouping inputs #---------------- # Inputs can be visually grouped with function mwGroup() manipulateWidget( plotEnergyUse(Country, Period, lwd, col), Period = mwSlider(1960, 2014, c(1960, 2014)), Country = mwSelect(sort(unique(worldEnergyUse$country)), "United States"), `Graphical Parameters` = mwGroup( lwd = mwSlider(1,10, 2, label = "Line Width"), col = mwSelect(choices = c("gray", "black", "red")) ) ) # Conditional inputs #------------------- # Inputs can be displayed or hidden depending on the state of other inputs. # In this example, user can choose to display the level of aggregation # (region or country). Depending on the choixe, the application displays # input Region or input Country. plotEnergyUseRegion <- function(Region, Period, lwd = 2, col = "gray") { dataset <- subset( worldEnergyUse, region == Region & year >= Period[1] & year <= Period[2] ) dataset <- aggregate(energy_used ~ year, sum, data = dataset) plot_ly(dataset) \%>\% add_lines(~year, ~energy_used, line = list(width = lwd, color = col)) \%>\% layout(title = paste("Energy used in", Region)) } manipulateWidget( { if (Level == "Region") { plotEnergyUseRegion(Region, Period) } else { plotEnergyUse(Country, Period) } }, Period = mwSlider(1960, 2014, c(1960, 2014)), Level = mwSelect(c("Region", "Country")), Region = mwSelect(sort(unique(worldEnergyUse$region)), .display = Level == "Region"), Country = mwSelect(sort(unique(worldEnergyUse$country)), .display = Level == "Country") ) } # Advanced Usage # -------------- # When .expr is evaluated with tehnical variables: # .initial: is it the first evaluation? # .outputId: integer representing the id of the chart # .output: shiny output id # .session: shiny session # They can be used to update an already rendered widget instead of replacing # it each time an input value is modified. # # In this example, we represent on a map, the energy use of countries. # When the user changes an input, the map is not redrawn. Only the circle # markers are updated. if (require(leaflet)) { plotMap <- function(Year, MaxRadius = 30, .initial, .session, .output) { dataset <- subset(worldEnergyUse, year == Year) radius <- sqrt(dataset$energy_used) / max(sqrt(worldEnergyUse$energy_used), na.rm = TRUE) * MaxRadius if (.initial) { # map has not been rendered yet map <- leaflet() \%>\% addTiles() } else { # map already rendered map <- leafletProxy(.output, .session) \%>\% clearMarkers() } map \%>\% addCircleMarkers(dataset$long, dataset$lat, radius = radius, color = "gray", weight = 0, fillOpacity = 0.7) } manipulateWidget( plotMap(Year, MaxRadius, .initial, .session, .output), Year = mwSlider(1960, 2014, 2014), MaxRadius = mwSlider(10, 50, 20) ) } } manipulateWidget/man/summary.MWController.Rd0000644000176200001440000000060615126675445020723 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/controller.R \name{summary.MWController} \alias{summary.MWController} \title{summary method for MWController object} \usage{ \method{summary}{MWController}(object, ...) } \arguments{ \item{object}{MWController object} \item{...}{Not use} } \description{ summary method for MWController object } manipulateWidget/man/worldEnergyUse.Rd0000644000176200001440000000311615126675445017615 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/zzz.R \docType{data} \name{worldEnergyUse} \alias{worldEnergyUse} \title{Evolution of energy use per country} \format{ An object of class \code{data.frame} with 9375 rows and 15 columns. } \usage{ worldEnergyUse } \description{ Data.frame containing energy consumption per country from 1960 to 2014. The data comes from the World Bank website. It contains one line per couple(country, year) and has the following columns: } \details{ \itemize{ \item country Country name \item iso2c Country code in two characters \item year Year \item population Population of the country \item energy_used_per_capita Energy used per capita in kg of oil equivalent (EG.USE.PCAP.KG.OE) \item energy_imported_prop Proportion of energy used that has been imported (EG.IMP.CONS.ZS) \item energy_fossil_prop Fossil fuel energy consumption in proportion of total consumption (EG.USE.COMM.FO.ZS) \item energy_used Energy consumption in kg of oil equivalent \item energy_fossil Fossil fuel energy consumption in kg of oil equivalent \item prop_world_energy_used Share of the country in the world energy consumption \item prop_world_energy_fossil Share of the country in the world fossil energy consumption \item prop_world_population Share of the country in the world population \item long Longitude of the country \item lat Lattitude of the country \item region Region of the country } } \references{ \url{https://data.worldbank.org/indicator} } \author{ François Guillem \email{guillem.francois@gmail.com} } \keyword{datasets} manipulateWidget/man/mwCheckboxGroup.Rd0000644000176200001440000000320515126675445017745 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/inputs.R \name{mwCheckboxGroup} \alias{mwCheckboxGroup} \title{Add a group of checkboxes to a manipulateWidget gadget} \usage{ mwCheckboxGroup(choices, value = c(), label = NULL, ..., .display = TRUE) } \arguments{ \item{choices}{Vector or list of choices. If it is named, then the names rather than the values are displayed to the user.} \item{value}{Vector containing the values initially selected} \item{label}{Display label for the control. If \code{NULL}, the name of the corresponding variable is used.} \item{...}{Other arguments passed to function\code{\link[shiny]{checkboxGroupInput}}} \item{.display}{expression that evaluates to TRUE or FALSE, indicating when the input control should be shown/hidden.} } \value{ A function that will generate the input control. } \description{ Add a group of checkboxes to a manipulateWidget gadget } \examples{ if (require(plotly)) { manipulateWidget( { if (length(species) == 0) mydata <- iris else mydata <- iris[iris$Species \%in\% species,] plot_ly(mydata, x = ~Sepal.Length, y = ~Sepal.Width, color = ~droplevels(Species), type = "scatter", mode = "markers") }, species = mwCheckboxGroup(levels(iris$Species)) ) } } \seealso{ Other controls: \code{\link{mwCheckbox}()}, \code{\link{mwDateRange}()}, \code{\link{mwDate}()}, \code{\link{mwGroup}()}, \code{\link{mwNumeric}()}, \code{\link{mwPassword}()}, \code{\link{mwRadio}()}, \code{\link{mwSelectize}()}, \code{\link{mwSelect}()}, \code{\link{mwSharedValue}()}, \code{\link{mwSlider}()}, \code{\link{mwText}()} } \concept{controls} manipulateWidget/man/mwSharedValue.Rd0000644000176200001440000000363215126675445017411 0ustar liggesusers% Generated by roxygen2: do not edit by hand % Please edit documentation in R/inputs.R \name{mwSharedValue} \alias{mwSharedValue} \title{Shared Value} \usage{ mwSharedValue(expr = NULL) } \arguments{ \item{expr}{Expression used to compute the value of the input.} } \value{ An Input object of type "sharedValue". } \description{ This function creates a virtual input that can be used to store a dynamic shared variable that is accessible in inputs as well as in output. } \examples{ if (require(plotly)) { # Plot the characteristics of a car and compare with the average values for # cars with same number of cylinders. # The shared variable 'subsetCars' is used to avoid subsetting multiple times # the data: this value is updated only when input 'cylinders' changes. colMax <- apply(mtcars, 2, max) plotCar <- function(cardata, carName) { carValues <- unlist(cardata[carName, ]) carValuesRel <- carValues / colMax avgValues <- round(colMeans(cardata), 2) avgValuesRel <- avgValues / colMax plot_ly() \%>\% add_bars(x = names(cardata), y = carValuesRel, text = carValues, hoverinfo = c("x+text"), name = carName) \%>\% add_bars(x = names(cardata), y = avgValuesRel, text = avgValues, hoverinfo = c("x+text"), name = "average") \%>\% layout(barmode = 'group') } c <- manipulateWidget( plotCar(subsetCars, car), cylinders = mwSelect(c("4", "6", "8")), subsetCars = mwSharedValue(subset(mtcars, cylinders == cyl)), car = mwSelect(choices = row.names(subsetCars)) ) } } \seealso{ Other controls: \code{\link{mwCheckboxGroup}()}, \code{\link{mwCheckbox}()}, \code{\link{mwDateRange}()}, \code{\link{mwDate}()}, \code{\link{mwGroup}()}, \code{\link{mwNumeric}()}, \code{\link{mwPassword}()}, \code{\link{mwRadio}()}, \code{\link{mwSelectize}()}, \code{\link{mwSelect}()}, \code{\link{mwSlider}()}, \code{\link{mwText}()} } \concept{controls} manipulateWidget/DESCRIPTION0000644000176200001440000000352015131451072015262 0ustar liggesusersPackage: manipulateWidget Type: Package Title: Add Even More Interactivity to Interactive Charts Version: 0.11.2 Authors@R: c( person("Tatiana", "Vargas", role = c("aut", "cre"), email = "tatiana.vargas@rte-france.com"), person("Jalal-Edine", "ZAWAM", role = "aut"), person("Francois", "Guillem", role = "aut"), person("RTE", role = "cph"), person("JJ", "Allaire", role = "ctb"), person("Marion", "Praz", email="mnpraz@gmail.com", role = "ctb", comment = "New user interface"), person("Benoit", "Thieurmel", role = "ctb", email = "benoit.thieurmel@datastorm.fr"), person(given = "Titouan", family = "Robert", email = "titouan.robert@datastorm.fr", role = "ctb"), person("Duncan", "Murdoch", email = "murdoch.duncan@gmail.com", role = "ctb") ) Description: Like package 'manipulate' does for static graphics, this package helps to easily add controls like sliders, pickers, checkboxes, etc. that can be used to modify the input data or the parameters of an interactive chart created with package 'htmlwidgets'. URL: https://github.com/rte-antares-rpackage/manipulateWidget License: GPL (>= 2) | file LICENSE Depends: R (>= 2.10) Imports: shiny (>= 1.0.3), miniUI, htmltools, htmlwidgets, knitr, methods, tools, base64enc, grDevices, codetools, webshot, shinyjs Suggests: dygraphs, leaflet, plotly, xts, rmarkdown, testthat, covr LazyData: TRUE RoxygenNote: 7.2.2 VignetteBuilder: knitr Encoding: UTF-8 NeedsCompilation: no Packaged: 2026-01-08 10:24:38 UTC; berthetcle Author: Tatiana Vargas [aut, cre], Jalal-Edine ZAWAM [aut], Francois Guillem [aut], RTE [cph], JJ Allaire [ctb], Marion Praz [ctb] (New user interface), Benoit Thieurmel [ctb], Titouan Robert [ctb], Duncan Murdoch [ctb] Maintainer: Tatiana Vargas Repository: CRAN Date/Publication: 2026-01-13 14:10:02 UTC

Getting started

The main function of the package is manipulateWidget. It takes as argument an expression that generates an interactive chart (and more precisely an htmlwidget object. See http://www.htmlwidgets.org/ if you have never heard about it) and a set of input controls created with functions mwSlider, mwCheckbox… which are used to dynamically change values within the expression. Each time the user modifies the value of a control, the expression is evaluated again and the chart is updated. Consider the following code:

manipulateWidget(
  myPlotFun(country), 
  country = mwSelect(c("BE", "DE", "ES", "FR"))
)

It generates a graphical interface with a select input on its left with options “BE”, “DE”, “ES”, “FR”. The value of this input is mapped to the variable country in the expression. By default, at the beginning the value of country will be equal to the first choice of the input. So the function will first execute myPlotFun("BE") and the result will be displayed in the main panel of the interface. If the user changes the value to “FR”, then the expression myPlotFun("FR") is evaluated and the new result is displayed.

The interface also contains a button “Done”. When the user clicks on it, the last chart is returned. It can be stored in a variable, be modified by the user, saved as a html file with saveWidget from package htmlwidgets or converted to a static image file with package webshot.

Of course, one can create as many controls as needed. The interface of the animated example in the introduction was generated with the following code:

manipulateWidget(
  myPlotFun(distribution, range, title),
  distribution = mwSelect(choices = c("gaussian", "uniform")),
  range = mwSlider(2000, 2100, value = c(2000, 2100), label = "period"),
  title = mwText()
)

To see all available controls that can be added to the UI, take a look at the list of the functions of the package:

help(package = "manipulateWidget")

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