source('helper/ggscatter.R')
observeEvent(input$finalok, {
num_data <- final_split$train[, sapply(final_split$train, is.numeric)]
if (is.null(dim(num_data))) {
k <- final_split$train %>% map(is.numeric) %>% unlist()
j <- names(which(k == TRUE))
numdata <- tibble::as_data_frame(num_data)
colnames(numdata) <- j
updateSelectInput(session, 'gscatter_select_x',
choices = names(numdata), selected = names(numdata))
updateSelectInput(session, 'gscatter_select_y',
choices = names(numdata), selected = names(numdata))
} else if (ncol(num_data) < 1) {
updateSelectInput(session, 'gscatter_select_x',
choices = '', selected = '')
updateSelectInput(session, 'gscatter_select_y',
choices = '', selected = '')
} else {
updateSelectInput(session, 'gscatter_select_x', choices = names(num_data))
updateSelectInput(session, 'gscatter_select_y', choices = names(num_data))
}
f_data <- final_split$train[, sapply(final_split$train, is.factor)]
# validate(need(!dim(f_data)[2] == 0, 'No factor variables in the data.'))
if (is.null(dim(f_data))) {
k <- final_split$train %>% map(is.factor) %>% unlist()
j <- names(which(k == TRUE))
fdata <- tibble::as_data_frame(f_data)
colnames(fdata) <- j
updateSelectInput(session, inputId = "gaes_color",
choices = names(fdata))
updateSelectInput(session, inputId = "gaes_shape",
choices = names(fdata))
updateSelectInput(session, inputId = "gaes_size",
choices = names(fdata))
} else if (dim(f_data)[2] == 0) {
updateSelectInput(session, 'gaes_color', choices = '', selected = '')
updateSelectInput(session, 'gaes_shape', choices = '', selected = '')
updateSelectInput(session, 'gaes_size', choices = '', selected = '')
} else {
updateSelectInput(session, 'gaes_color', choices = names(f_data))
updateSelectInput(session, 'gaes_shape', choices = names(f_data))
updateSelectInput(session, 'gaes_size', choices = names(f_data))
}
})
observeEvent(input$submit_part_train_per, {
num_data <- final_split$train[, sapply(final_split$train, is.numeric)]
if (is.null(dim(num_data))) {
k <- final_split$train %>% map(is.numeric) %>% unlist()
j <- names(which(k == TRUE))
numdata <- tibble::as_data_frame(num_data)
colnames(numdata) <- j
updateSelectInput(session, 'gscatter_select_x',
choices = names(numdata), selected = names(numdata))
updateSelectInput(session, 'gscatter_select_y',
choices = names(numdata), selected = names(numdata))
} else if (ncol(num_data) < 1) {
updateSelectInput(session, 'gscatter_select_x',
choices = '', selected = '')
updateSelectInput(session, 'gscatter_select_y',
choices = '', selected = '')
} else {
updateSelectInput(session, 'gscatter_select_x', choices = names(num_data))
updateSelectInput(session, 'gscatter_select_y', choices = names(num_data))
}
f_data <- final_split$train[, sapply(final_split$train, is.factor)]
# validate(need(!dim(f_data)[2] == 0, 'No factor variables in the data.'))
if (is.null(dim(f_data))) {
k <- final_split$train %>% map(is.factor) %>% unlist()
j <- names(which(k == TRUE))
fdata <- tibble::as_data_frame(f_data)
colnames(fdata) <- j
updateSelectInput(session, inputId = "gaes_color",
choices = names(fdata))
updateSelectInput(session, inputId = "gaes_shape",
choices = names(fdata))
updateSelectInput(session, inputId = "gaes_size",
choices = names(fdata))
} else if (dim(f_data)[2] == 0) {
updateSelectInput(session, 'gaes_color', choices = '', selected = '')
updateSelectInput(session, 'gaes_shape', choices = '', selected = '')
updateSelectInput(session, 'gaes_size', choices = '', selected = '')
} else {
updateSelectInput(session, 'gaes_color', choices = names(f_data))
updateSelectInput(session, 'gaes_shape', choices = names(f_data))
updateSelectInput(session, 'gaes_size', choices = names(f_data))
}
})
# selected data
gselectedscat <- reactive({
req(input$gscatter_select_x)
out <- final_split$train[, c(input$gscatter_select_x, input$gscatter_select_y,
input$gaes_color, input$gaes_shape, input$gaes_size)]
})
output$ui_gxrange_min <- renderUI({
df <- final_split$train
if (is.null(df)) return(NULL)
numericInput('gx_range_min', 'X Axis Min', value = min(as.numeric(gselectedscat()[[1]])))
})
output$ui_gxrange_max <- renderUI({
df <- final_split$train
if (is.null(df)) return(NULL)
numericInput('gx_range_max', 'X Axis Max', value = max(as.numeric(gselectedscat()[[1]])))
})
output$ui_gyrange_min <- renderUI({
df <- final_split$train
if (is.null(df)) return(NULL)
numericInput('gy_range_min', 'Y Axis Min', value = min(as.numeric(gselectedscat()[[2]])))
})
output$ui_gyrange_max <- renderUI({
df <- final_split$train
if (is.null(df)) return(NULL)
numericInput('gy_range_max', 'Y Axis Max', value = max(as.numeric(gselectedscat()[[2]])))
})
# gselected_y <- reactive({
# req(input$scatter_select_y)
# out <- final_split$train[, input$scatter_select_y]
# })
output$gscatter_plot_1 <- renderPlot({
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, title = input$gscatter_title,
sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel)
})
output$gscatter_plot_2 <- renderPlot({
if (input$geas == 'Use Variables') {
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, aes_var = TRUE,
title = input$gscatter_title, sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel,
color = input$gaes_color, shape = input$gaes_shape,
size = input$gaes_size)
} else {
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, aes_var = FALSE,
title = input$gscatter_title, sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel,
color = input$gscat_color, shape = input$gscat_shape,
size = input$gscat_size, fill = input$gscat_fill)
}
})
output$gscatter_plot_3 <- renderPlot({
if (input$geas == 'Use Variables') {
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, aes_var = TRUE,
title = input$gscatter_title, sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel,
color = input$gaes_color, shape = input$gaes_shape,
size = input$gaes_size, xaxlimit = TRUE, yaxlimit = TRUE,
x1 = input$gx_range_min, x2 = input$gx_range_max,
y1 = input$gy_range_min, y2 = input$gy_range_max)
} else {
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, aes_var = FALSE,
title = input$gscatter_title, sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel,
color = input$gscat_color, shape = input$gscat_shape,
size = input$gscat_size, fill = input$gscat_fill,
xaxlimit = TRUE, yaxlimit = TRUE,
x1 = input$gx_range_min, x2 = input$gx_range_max,
y1 = input$gy_range_min, y2 = input$gy_range_max)
}
})
output$gscatter_plot_4 <- renderPlot({
if (input$geas == 'Use Variables') {
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, aes_var = TRUE,
title = input$gscatter_title, sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel,
color = input$gaes_color, shape = input$gaes_shape,
size = input$gaes_size, xaxlimit = TRUE, yaxlimit = TRUE,
x1 = input$gx_range_min, x2 = input$gx_range_max,
y1 = input$gy_range_min, y2 = input$gy_range_max,
reg_line = input$gscat_line, reg_method = as.character(input$greg_type),
reg_se = input$greg_se)
} else {
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, aes_var = FALSE,
title = input$gscatter_title, sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel,
color = input$gscat_color, shape = input$gscat_shape,
size = input$gscat_size, fill = input$gscat_fill,
xaxlimit = TRUE, yaxlimit = TRUE,
x1 = input$gx_range_min, x2 = input$gx_range_max,
y1 = input$gy_range_min, y2 = input$gy_range_max,
reg_line = input$gscat_line, reg_method = as.character(input$greg_type),
reg_se = input$greg_se)
}
})
output$gscatter_plot_5 <- renderPlot({
if (input$geas == 'Use Variables') {
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, aes_var = TRUE,
title = input$gscatter_title, sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel,
color = input$gaes_color, shape = input$gaes_shape,
size = input$gaes_size, xaxlimit = TRUE, yaxlimit = TRUE,
x1 = input$gx_range_min, x2 = input$gx_range_max,
y1 = input$gy_range_min, y2 = input$gy_range_max,
reg_line = input$gscat_line, reg_method = as.character(input$greg_type),
reg_se = input$greg_se, add_text = input$gscat_text,
xloc = input$gscatter_text_x_loc, yloc = input$gscatter_text_y_loc,
label = input$gscatter_plottext, tex_color = input$gscatter_textcolor,
tex_size = input$gscatter_textsize)
} else {
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, aes_var = FALSE,
title = input$gscatter_title, sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel,
color = input$gscat_color, shape = input$gscat_shape,
size = input$gscat_size, fill = input$gscat_fill,
xaxlimit = TRUE, yaxlimit = TRUE,
x1 = input$gx_range_min, x2 = input$gx_range_max,
y1 = input$gy_range_min, y2 = input$gy_range_max,
reg_line = input$gscat_line, reg_method = as.character(input$greg_type),
reg_se = input$greg_se, add_text = input$gscat_text,
xloc = input$gscatter_text_x_loc, yloc = input$gscatter_text_y_loc,
label = input$gscatter_plottext, tex_color = input$gscatter_textcolor,
tex_size = input$gscatter_textsize)
}
})
output$gscatter_plot_6 <- renderPlot({
if (input$geas == 'Use Variables') {
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, aes_var = TRUE,
title = input$gscatter_title, sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel,
color = input$gaes_color, shape = input$gaes_shape,
size = input$gaes_size, xaxlimit = TRUE, yaxlimit = TRUE,
x1 = input$gx_range_min, x2 = input$gx_range_max,
y1 = input$gy_range_min, y2 = input$gy_range_max,
reg_line = input$gscat_line, reg_method = as.character(input$greg_type),
reg_se = input$greg_se, add_text = input$gscat_text,
xloc = input$gscatter_text_x_loc, yloc = input$gscatter_text_y_loc,
label = input$gscatter_plottext, tex_color = input$gscatter_textcolor,
tex_size = input$gscatter_textsize, title_col = input$gscat_title_col,
title_fam = input$gscat_title_fam, title_face = input$gscat_title_font,
title_size = input$gscat_title_size, title_hjust = input$gscat_title_hjust, title_vjust = input$gscat_title_vjust,
sub_col = input$gscat_sub_col, sub_fam = input$gscat_sub_fam, sub_face = input$gscat_subtitle_font,
sub_size = input$gscat_sub_size, sub_hjust = input$gscat_sub_hjust, sub_vjust = input$gscat_sub_vjust,
xax_col = input$gscat_xlab_col, xax_fam = input$gscat_xlab_fam,
xax_face = input$gscat_xlab_font, xax_size = input$gscat_xlab_size,
xax_hjust = input$gscat_xlab_hjust, xax_vjust = input$gscat_xlab_vjust,
yax_col = input$gscat_ylab_col, yax_fam = input$gscat_ylab_fam,
yax_face = input$gscat_ylab_font, yax_size = input$gscat_ylab_size,
yax_hjust = input$gscat_ylab_hjust, yax_vjust = input$gscat_ylab_vjust)
} else {
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, aes_var = FALSE,
title = input$gscatter_title, sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel,
color = input$gscat_color, shape = input$gscat_shape,
size = input$gscat_size, fill = input$gscat_fill,
xaxlimit = TRUE, yaxlimit = TRUE,
x1 = input$gx_range_min, x2 = input$gx_range_max,
y1 = input$gy_range_min, y2 = input$gy_range_max,
reg_line = input$gscat_line, reg_method = as.character(input$greg_type),
reg_se = input$greg_se, add_text = input$gscat_text,
xloc = input$gscatter_text_x_loc, yloc = input$gscatter_text_y_loc,
label = input$gscatter_plottext, tex_color = input$gscatter_textcolor,
tex_size = input$gscatter_textsize, title_col = input$gscat_title_col,
title_fam = input$gscat_title_fam, title_face = input$gscat_title_font,
title_size = input$gscat_title_size, title_hjust = input$gscat_title_hjust, title_vjust = input$gscat_title_vjust,
sub_col = input$gscat_sub_col, sub_fam = input$gscat_sub_fam, sub_face = input$gscat_subtitle_font,
sub_size = input$gscat_sub_size, sub_hjust = input$gscat_sub_hjust, sub_vjust = input$gscat_sub_vjust,
xax_col = input$gscat_xlab_col, xax_fam = input$gscat_xlab_fam,
xax_face = input$gscat_xlab_font, xax_size = input$gscat_xlab_size,
xax_hjust = input$gscat_xlab_hjust, xax_vjust = input$gscat_xlab_vjust,
yax_col = input$gscat_ylab_col, yax_fam = input$gscat_ylab_fam,
yax_face = input$gscat_ylab_font, yax_size = input$gscat_ylab_size,
yax_hjust = input$gscat_ylab_hjust, yax_vjust = input$gscat_ylab_vjust)
}
})
output$gscatter_plot_7 <- renderPlot({
if (input$geas == 'Use Variables') {
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, aes_var = TRUE,
title = input$gscatter_title, sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel,
color = input$gaes_color, shape = input$gaes_shape,
size = input$gaes_size, xaxlimit = TRUE, yaxlimit = TRUE,
x1 = input$gx_range_min, x2 = input$gx_range_max,
y1 = input$gy_range_min, y2 = input$gy_range_max,
reg_line = input$gscat_line, reg_method = as.character(input$greg_type),
reg_se = input$greg_se, add_text = input$gscat_text,
xloc = input$gscatter_text_x_loc, yloc = input$gscatter_text_y_loc,
label = input$gscatter_plottext, tex_color = input$gscatter_textcolor,
tex_size = input$gscatter_textsize, title_col = input$gscat_title_col,
title_fam = input$gscat_title_fam, title_face = input$gscat_title_font,
title_size = input$gscat_title_size, title_hjust = input$gscat_title_hjust, title_vjust = input$gscat_title_vjust,
sub_col = input$gscat_sub_col, sub_fam = input$gscat_sub_fam, sub_face = input$gscat_subtitle_font,
sub_size = input$gscat_sub_size, sub_hjust = input$gscat_sub_hjust, sub_vjust = input$gscat_sub_vjust,
xax_col = input$gscat_xlab_col, xax_fam = input$gscat_xlab_fam,
xax_face = input$gscat_xlab_font, xax_size = input$gscat_xlab_size,
xax_hjust = input$gscat_xlab_hjust, xax_vjust = input$gscat_xlab_vjust,
yax_col = input$gscat_ylab_col, yax_fam = input$gscat_ylab_fam,
yax_face = input$gscat_ylab_font, yax_size = input$gscat_ylab_size,
yax_hjust = input$gscat_ylab_hjust, yax_vjust = input$gscat_ylab_vjust, theme = input$gscatter_theme)
} else {
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, aes_var = FALSE,
title = input$gscatter_title, sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel,
color = input$gscat_color, shape = input$gscat_shape,
size = input$gscat_size, fill = input$gscat_fill,
xaxlimit = TRUE, yaxlimit = TRUE,
x1 = input$gx_range_min, x2 = input$gx_range_max,
y1 = input$gy_range_min, y2 = input$gy_range_max,
reg_line = input$gscat_line, reg_method = as.character(input$greg_type),
reg_se = input$greg_se, add_text = input$gscat_text,
xloc = input$gscatter_text_x_loc, yloc = input$gscatter_text_y_loc,
label = input$gscatter_plottext, tex_color = input$gscatter_textcolor,
tex_size = input$gscatter_textsize, title_col = input$gscat_title_col,
title_fam = input$gscat_title_fam, title_face = input$gscat_title_font,
title_size = input$gscat_title_size, title_hjust = input$gscat_title_hjust, title_vjust = input$gscat_title_vjust,
sub_col = input$gscat_sub_col, sub_fam = input$gscat_sub_fam, sub_face = input$gscat_subtitle_font,
sub_size = input$gscat_sub_size, sub_hjust = input$gscat_sub_hjust, sub_vjust = input$gscat_sub_vjust,
xax_col = input$gscat_xlab_col, xax_fam = input$gscat_xlab_fam,
xax_face = input$gscat_xlab_font, xax_size = input$gscat_xlab_size,
xax_hjust = input$gscat_xlab_hjust, xax_vjust = input$gscat_xlab_vjust,
yax_col = input$gscat_ylab_col, yax_fam = input$gscat_ylab_fam,
yax_face = input$gscat_ylab_font, yax_size = input$gscat_ylab_size,
yax_hjust = input$gscat_ylab_hjust, yax_vjust = input$gscat_ylab_vjust, theme = input$gscatter_theme)
}
})
output$gscatter_plot_8 <- renderPlot({
if (input$geas == 'Use Variables') {
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, aes_var = TRUE,
title = input$gscatter_title, sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel,
color = input$gaes_color, shape = input$gaes_shape,
size = input$gaes_size, xaxlimit = TRUE, yaxlimit = TRUE,
x1 = input$gx_range_min, x2 = input$gx_range_max,
y1 = input$gy_range_min, y2 = input$gy_range_max,
reg_line = input$gscat_line, reg_method = as.character(input$greg_type),
reg_se = input$greg_se, add_text = input$gscat_text,
xloc = input$gscatter_text_x_loc, yloc = input$gscatter_text_y_loc,
label = input$gscatter_plottext, tex_color = input$gscatter_textcolor,
tex_size = input$gscatter_textsize, title_col = input$gscat_title_col,
title_fam = input$gscat_title_fam, title_face = input$gscat_title_font,
title_size = input$gscat_title_size, title_hjust = input$gscat_title_hjust, title_vjust = input$gscat_title_vjust,
sub_col = input$gscat_sub_col, sub_fam = input$gscat_sub_fam, sub_face = input$gscat_subtitle_font,
sub_size = input$gscat_sub_size, sub_hjust = input$gscat_sub_hjust, sub_vjust = input$gscat_sub_vjust,
xax_col = input$gscat_xlab_col, xax_fam = input$gscat_xlab_fam,
xax_face = input$gscat_xlab_font, xax_size = input$gscat_xlab_size,
xax_hjust = input$gscat_xlab_hjust, xax_vjust = input$gscat_xlab_vjust,
yax_col = input$gscat_ylab_col, yax_fam = input$gscat_ylab_fam,
yax_face = input$gscat_ylab_font, yax_size = input$gscat_ylab_size,
yax_hjust = input$gscat_ylab_hjust, yax_vjust = input$gscat_ylab_vjust, theme = input$gscatter_theme)
} else {
gscatter(data = gselectedscat(), x = input$gscatter_select_x,
y = input$gscatter_select_y, aes_var = FALSE,
title = input$gscatter_title, sub = input$gscatter_subtitle,
xlab = input$gscatter_xlabel, ylab = input$gscatter_ylabel,
color = input$gscat_color, shape = input$gscat_shape,
size = input$gscat_size, fill = input$gscat_fill,
xaxlimit = TRUE, yaxlimit = TRUE,
x1 = input$gx_range_min, x2 = input$gx_range_max,
y1 = input$gy_range_min, y2 = input$gy_range_max,
reg_line = input$gscat_line, reg_method = as.character(input$greg_type),
reg_se = input$greg_se, add_text = input$gscat_text,
xloc = input$gscatter_text_x_loc, yloc = input$gscatter_text_y_loc,
label = input$gscatter_plottext, tex_color = input$gscatter_textcolor,
tex_size = input$gscatter_textsize, title_col = input$gscat_title_col,
title_fam = input$gscat_title_fam, title_face = input$gscat_title_font,
title_size = input$gscat_title_size, title_hjust = input$gscat_title_hjust, title_vjust = input$gscat_title_vjust,
sub_col = input$gscat_sub_col, sub_fam = input$gscat_sub_fam, sub_face = input$gscat_subtitle_font,
sub_size = input$gscat_sub_size, sub_hjust = input$gscat_sub_hjust, sub_vjust = input$gscat_sub_vjust,
xax_col = input$gscat_xlab_col, xax_fam = input$gscat_xlab_fam,
xax_face = input$gscat_xlab_font, xax_size = input$gscat_xlab_size,
xax_hjust = input$gscat_xlab_hjust, xax_vjust = input$gscat_xlab_vjust,
yax_col = input$gscat_ylab_col, yax_fam = input$gscat_ylab_fam,
yax_face = input$gscat_ylab_font, yax_size = input$gscat_ylab_size,
yax_hjust = input$gscat_ylab_hjust, yax_vjust = input$gscat_ylab_vjust, theme = input$gscatter_theme)
}
})
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