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pre-release tm_missing_data document update #668

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Feb 26, 2024
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21 changes: 14 additions & 7 deletions R/tm_missing_data.R
Original file line number Diff line number Diff line change
@@ -1,13 +1,15 @@
#' Missing data module
#' Missing data analysis module
#'
#' Present analysis of missing observations and patients.
#' specifically designed for use with `data.frames`.
#' Module analyzes missing data in `data.frame`s to help users explore missing observations and
#' gain insights into the completeness of their data.
#' It is useful for clinical data analysis within the context of CDISC standards and
#' adaptable for general data analysis purposes.
#'
#' @inheritParams teal::module
#' @inheritParams shared_params
#' @param parent_dataname (`character(1)`) If this `dataname` exists in then "the by subject"graph is displayed.
#' For `CDISC` data. In non `CDISC` data this can be ignored. Defaults to `"ADSL"`.
#' @param ggtheme optional, (`character`) `ggplot2` theme to be used by default. Defaults to `"classic"`.
#' @param parent_dataname (`character(1)`) Specifies the parent dataset name. Default is `ADSL` for CDISC data.
#' If provided and exists, enables additional analysis "by subject". For non-CDISC data, this parameter can be ignored.
#' @param ggtheme (`character`, optional) Specifies the default `ggplot2` theme for plots. Defaults to `classic`.
#'
#' @templateVar ggnames "Summary Obs", "Summary Patients", "Combinations Main", "Combinations Hist", "By Subject"
#' @template ggplot2_args_multi
Expand Down Expand Up @@ -120,6 +122,7 @@ tm_missing_data <- function(label = "Missing data",
)
}

# UI function for the missing data module (all datasets)
ui_page_missing_data <- function(id, pre_output = NULL, post_output = NULL) {
ns <- NS(id)
shiny::tagList(
Expand All @@ -144,6 +147,7 @@ ui_page_missing_data <- function(id, pre_output = NULL, post_output = NULL) {
)
}

# Server function for the missing data module (all datasets)
srv_page_missing_data <- function(id, data, reporter, filter_panel_api, parent_dataname,
plot_height, plot_width, ggplot2_args, ggtheme) {
moduleServer(id, function(input, output, session) {
Expand Down Expand Up @@ -230,6 +234,7 @@ srv_page_missing_data <- function(id, data, reporter, filter_panel_api, parent_d
})
}

# UI function for the missing data module (single dataset)
ui_missing_data <- function(id, by_subject_plot = FALSE) {
ns <- NS(id)

Expand Down Expand Up @@ -299,6 +304,7 @@ ui_missing_data <- function(id, by_subject_plot = FALSE) {
)
}

# UI encoding for the missing data module (all datasets)
encoding_missing_data <- function(id, summary_per_patient = FALSE, ggtheme, datanames) {
ns <- NS(id)

Expand Down Expand Up @@ -387,6 +393,7 @@ encoding_missing_data <- function(id, summary_per_patient = FALSE, ggtheme, data
)
}

# Server function for the missing data (single dataset)
srv_missing_data <- function(id, data, reporter, filter_panel_api, dataname, parent_dataname,
plot_height, plot_width, ggplot2_args) {
with_reporter <- !missing(reporter) && inherits(reporter, "Reporter")
Expand Down Expand Up @@ -491,7 +498,7 @@ srv_missing_data <- function(id, data, reporter, filter_panel_api, dataname, par
} else {
labels <- ifelse(cols == new_col_name | cols == "", cols, paste0(column_labels[cols], " [", cols, "]"))
}
return(labels)
labels
},
env = list(
new_col_name = new_col_name,
Expand Down
14 changes: 8 additions & 6 deletions man/tm_missing_data.Rd

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