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#' Paginate listings |
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#' |
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#' @description `r lifecycle::badge("experimental")` |
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#' |
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#' Pagination of a listing. This can be vertical for long listings with many |
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#' rows and/or horizontal if there are many columns. This function is a wrapper of |
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#' [formatters::paginate_to_mpfs()] and it is mainly meant for exploration and testing. |
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#' |
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#' @inheritParams formatters::pag_indices_inner |
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#' @inheritParams formatters::vert_pag_indices |
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#' @inheritParams formatters::page_lcpp |
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#' @inheritParams formatters::toString |
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#' @param lsting (`listing_df` or `list`)\cr the listing or list of listings to paginate. |
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#' @param lpp (`numeric(1)` or `NULL`)\cr number of rows/lines (excluding titles and footers) |
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#' to include per page. Standard is `70` while `NULL` disables vertical pagination. |
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#' @param cpp (`numeric(1)` or `NULL`)\cr width (in characters) of the pages for horizontal |
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#' pagination. `NULL` (the default) indicates no horizontal pagination should be done. |
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#' @param print_pages (`flag`)\cr whether the paginated listing should be printed to the console |
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#' (`cat(toString(x))`). |
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#' |
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#' @return A list of `listing_df` objects where each list element corresponds to a separate page. |
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#' |
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#' @examples |
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#' dat <- ex_adae |
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#' lsting <- as_listing(dat[1:25, ], disp_cols = c("USUBJID", "AESOC", "RACE", "AETOXGR", "BMRKR1")) |
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#' mat <- matrix_form(lsting) |
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#' cat(toString(mat)) |
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#' |
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#' paginate_listing(lsting, lpp = 10) |
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#' |
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#' paginate_listing(lsting, cpp = 100, lpp = 40) |
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#' |
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#' paginate_listing(lsting, cpp = 80, lpp = 40, verbose = TRUE) |
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#' |
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#' @export |
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#' @rdname paginate |
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paginate_listing <- function(lsting, |
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page_type = "letter", |
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font_family = "Courier", |
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font_size = 8, |
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lineheight = 1, |
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landscape = FALSE, |
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pg_width = NULL, |
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pg_height = NULL, |
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margins = c(top = .5, bottom = .5, left = .75, right = .75), |
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lpp = NA_integer_, |
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cpp = NA_integer_, |
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colwidths = NULL, |
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tf_wrap = !is.null(max_width), |
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rep_cols = NULL, |
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max_width = NULL, |
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col_gap = 3, |
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fontspec = font_spec(font_family, font_size, lineheight), |
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verbose = FALSE, |
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print_pages = TRUE) { |
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checkmate::assert_multi_class(lsting, c("listing_df", "list")) |
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checkmate::assert_numeric(colwidths, lower = 0, len = length(listing_dispcols(lsting)), null.ok = TRUE) |
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checkmate::assert_flag(tf_wrap) |
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checkmate::assert_count(max_width, null.ok = TRUE) |
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checkmate::assert_flag(verbose) |
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checkmate::assert_flag(print_pages) |
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pages <- paginate_to_mpfs(lsting, |
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page_type = page_type, |
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fontspec = fontspec, |
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landscape = landscape, |
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pg_width = pg_width, |
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pg_height = pg_height, |
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margins = margins, |
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lpp = lpp, |
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cpp = cpp, |
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colwidths = colwidths, |
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tf_wrap = tf_wrap, |
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max_width = max_width, |
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rep_cols = rep_cols, |
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col_gap = col_gap, |
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verbose = verbose |
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) |
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if (print_pages) { |
81 | ! |
nothing <- lapply(seq_along(pages), function(pagi) { |
82 | ! |
cat("--- Page", paste0(pagi, "/", length(pages)), "---\n") |
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# It is NULL because paginate_mpfs takes care of it |
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cat(toString(pages[[pagi]], widths = NULL, tf_wrap = tf_wrap, max_width = max_width, col_gap = col_gap)) |
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cat("\n") |
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}) |
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} |
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invisible(pages) |
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} |
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setOldClass(c("listing_df", "tbl_df", "tbl", "data.frame")) |
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setOldClass(c("MatrixPrintForm", "list")) |
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#' Create a listing from a `data.frame` or `tibble` |
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#' |
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#' @description `r lifecycle::badge("experimental")` |
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#' |
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#' Create listings displaying `key_cols` and `disp_cols` to produce a compact and |
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#' elegant representation of the input `data.frame` or `tibble`. |
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#' |
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#' @param df (`data.frame` or `listing_df`)\cr the `data.frame` to be converted to a listing or |
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#' `listing_df` to be modified. |
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#' @param key_cols (`character`)\cr vector of names of columns which should be treated as *key columns* |
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#' when rendering the listing. Key columns allow you to group repeat occurrences. |
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#' @param disp_cols (`character` or `NULL`)\cr vector of names of non-key columns which should be |
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#' displayed when the listing is rendered. Defaults to all columns of `df` not named in `key_cols` or |
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#' `non_disp_cols`. |
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#' @param non_disp_cols (`character` or `NULL`)\cr vector of names of non-key columns to be excluded as display |
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#' columns. All other non-key columns are treated as display columns. Ignored if `disp_cols` is non-`NULL`. |
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#' @param unique_rows (`flag`)\cr whether only unique rows should be included in the listing. Defaults to `FALSE`. |
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#' @param default_formatting (`list`)\cr a named list of default column format configurations to apply when rendering |
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#' the listing. Each name-value pair consists of a name corresponding to a data class (or "numeric" for all |
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#' unspecified numeric classes) and a value of type `fmt_config` with the format configuration that should be |
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#' implemented for columns of that class. If named element "all" is included in the list, this configuration will be |
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#' used for all data classes not specified. Objects of type `fmt_config` can take 3 arguments: `format`, `na_str`, |
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#' and `align`. |
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#' @param col_formatting (`list`)\cr a named list of custom column formatting configurations to apply to specific |
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#' columns when rendering the listing. Each name-value pair consists of a name corresponding to a column name and a |
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#' value of type `fmt_config` with the formatting configuration that should be implemented for that column. Objects |
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#' of type `fmt_config` can take 3 arguments: `format`, `na_str`, and `align`. Defaults to `NULL`. |
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#' @param main_title (`string` or `NULL`)\cr the main title for the listing, or `NULL` (the default). |
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#' @param subtitles (`character` or `NULL`)\cr a vector of subtitles for the listing, or `NULL` (the default). |
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#' @param main_footer (`character` or `NULL`)\cr a vector of main footer lines for the listing, or `NULL` (the default). |
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#' @param prov_footer (`character` or `NULL`)\cr a vector of provenance footer lines for the listing, or `NULL` |
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#' (the default). Each string element is placed on a new line. |
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#' @param split_into_pages_by_var (`character` or `NULL`)\cr the name of a variable for on the listing should be split |
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#' into pages, with each page corresponding to one unique value/level of the variable. See |
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#' [split_into_pages_by_var()] for more details. |
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#' @param vec (`string`)\cr name of a column vector from a `listing_df` object to be annotated as a key column. |
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#' |
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#' @return A `listing_df` object, sorted by its key columns. |
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#' |
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#' @details |
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#' At its core, a `listing_df` object is a `tbl_df` object with a customized |
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#' print method and support for the formatting and pagination machinery provided by |
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#' the `formatters` package. |
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#' |
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#' `listing_df` objects have two 'special' types of columns: key columns and display columns. |
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#' |
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#' Key columns act as indexes, which means a number of things in practice. |
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#' |
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#' All key columns are also display columns. |
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#' |
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#' `listing_df` objects are always sorted by their set of key columns at creation time. |
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#' Any `listing_df` object which is not sorted by its full set of key columns (e.g., |
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#' one whose rows have been reordered explicitly during creation) is invalid and the behavior |
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#' when rendering or paginating that object is undefined. |
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#' |
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#' Each value of a key column is printed only once per page and per unique combination of |
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#' values for all higher-priority (i.e., to the left of it) key columns. Locations |
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#' where a repeated value would have been printed within a key column for the same |
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#' higher-priority-key combination on the same page are rendered as empty space. |
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#' Note, determination of which elements to display within a key column at rendering is |
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#' based on the underlying value; any non-default formatting applied to the column |
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#' has no effect on this behavior. |
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#' |
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#' Display columns are columns which should be rendered, but are not key columns. By |
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#' default this is all non-key columns in the incoming data, but in need not be. |
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#' Columns in the underlying data which are neither key nor display columns remain |
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#' within the object available for computations but *are not rendered during |
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#' printing or export of the listing*. |
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#' |
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#' @examples |
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#' dat <- ex_adae |
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#' |
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#' # This example demonstrates the listing with key_cols (values are grouped by USUBJID) and |
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#' # multiple lines in prov_footer |
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#' lsting <- as_listing(dat[1:25, ], |
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#' key_cols = c("USUBJID", "AESOC"), |
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#' main_title = "Example Title for Listing", |
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#' subtitles = "This is the subtitle for this Adverse Events Table", |
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#' main_footer = "Main footer for the listing", |
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#' prov_footer = c( |
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#' "You can even add a subfooter", "Second element is place on a new line", |
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#' "Third string" |
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#' ) |
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#' ) %>% |
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#' add_listing_col("AETOXGR") %>% |
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#' add_listing_col("BMRKR1", format = "xx.x") %>% |
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#' add_listing_col("AESER / AREL", fun = function(df) paste(df$AESER, df$AREL, sep = " / ")) |
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#' |
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#' mat <- matrix_form(lsting) |
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#' |
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#' cat(toString(mat)) |
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#' |
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#' # This example demonstrates the listing table without key_cols |
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#' # and specifying the cols with disp_cols. |
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#' dat <- ex_adae |
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#' lsting <- as_listing(dat[1:25, ], |
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#' disp_cols = c("USUBJID", "AESOC", "RACE", "AETOXGR", "BMRKR1") |
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#' ) |
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#' |
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#' mat <- matrix_form(lsting) |
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#' |
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#' cat(toString(mat)) |
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#' |
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#' # This example demonstrates a listing with format configurations specified |
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#' # via the default_formatting and col_formatting arguments |
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#' dat <- ex_adae |
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#' dat$AENDY[3:6] <- NA |
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#' lsting <- as_listing(dat[1:25, ], |
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#' key_cols = c("USUBJID", "AESOC"), |
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#' disp_cols = c("STUDYID", "SEX", "ASEQ", "RANDDT", "ASTDY", "AENDY"), |
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#' default_formatting = list( |
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#' all = fmt_config(align = "left"), |
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#' numeric = fmt_config( |
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#' format = "xx.xx", |
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#' na_str = "<No data>", |
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#' align = "right" |
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#' ) |
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#' ) |
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#' ) %>% |
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#' add_listing_col("BMRKR1", format = "xx.x", align = "center") |
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#' |
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#' mat <- matrix_form(lsting) |
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#' |
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#' cat(toString(mat)) |
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#' |
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#' @export |
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#' @rdname listings |
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as_listing <- function(df, |
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key_cols = names(df)[1], |
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disp_cols = NULL, |
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non_disp_cols = NULL, |
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unique_rows = FALSE, |
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default_formatting = list(all = fmt_config()), |
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col_formatting = NULL, |
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main_title = NULL, |
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subtitles = NULL, |
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main_footer = NULL, |
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prov_footer = NULL, |
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split_into_pages_by_var = NULL) { |
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if (length(non_disp_cols) > 0 && length(intersect(key_cols, non_disp_cols)) > 0) { |
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stop( |
145 | 1x |
"Key column also listed in non_disp_cols. All key columns are by", |
146 | 1x |
" definition display columns." |
147 |
) |
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} |
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149 | 50x |
if (!is.null(disp_cols) && !is.null(non_disp_cols)) { |
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stop("Got non-null values for both disp_cols and non_disp_cols. This is not supported.") |
151 | 49x |
} else if (is.null(disp_cols)) { |
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## non_disp_cols NULL is ok here |
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cols <- setdiff(names(df), c(key_cols, non_disp_cols)) |
154 |
} else { |
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## disp_cols non-null, non_disp_cols NULL |
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cols <- disp_cols |
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} |
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158 | 49x |
if (!all(sapply(default_formatting, is, class2 = "fmt_config"))) { |
159 | ! |
stop( |
160 | ! |
"All format configurations supplied in `default_formatting`", |
161 | ! |
" must be of type `fmt_config`." |
162 |
) |
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} |
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164 | 49x |
if (!(is.null(col_formatting) || all(sapply(col_formatting, is, class2 = "fmt_config")))) { |
165 | ! |
stop( |
166 | ! |
"All format configurations supplied in `col_formatting`", |
167 | ! |
" must be of type `fmt_config`." |
168 |
) |
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} |
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171 | 49x |
df <- as_tibble(df) |
172 | 49x |
varlabs <- var_labels(df, fill = TRUE) |
173 | 49x |
o <- do.call(order, df[key_cols]) |
174 | 49x |
if (is.unsorted(o)) { |
175 | 25x |
if (interactive()) { |
176 | ! |
message("sorting incoming data by key columns") |
177 |
} |
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178 | 25x |
df <- df[o, ] |
179 |
} |
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## reorder the full set of cols to ensure key columns are first |
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182 | 49x |
ordercols <- c(key_cols, setdiff(names(df), key_cols)) |
183 | 49x |
df <- df[, ordercols] |
184 | 49x |
var_labels(df) <- varlabs[ordercols] |
185 | ||
186 | 49x |
for (cnm in key_cols) { |
187 | 77x |
df[[cnm]] <- as_keycol(df[[cnm]]) |
188 |
} |
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189 | ||
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## key cols must be leftmost cols |
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191 | 49x |
cols <- c(key_cols, setdiff(cols, key_cols)) |
192 | ||
193 | 49x |
row_all_na <- apply(df[cols], 1, function(x) all(is.na(x))) |
194 | 49x |
if (any(row_all_na)) { |
195 | 1x |
warning("rows that only contain NA values have been trimmed") |
196 | 1x |
df <- df[!row_all_na, ] |
197 |
} |
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198 | ||
199 |
# set col format configs |
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200 | 49x |
df[cols] <- lapply(cols, function(col) { |
201 | 272x |
col_class <- tail(class(df[[col]]), 1) |
202 | 272x |
col_fmt_class <- if (!col_class %in% names(default_formatting) && is.numeric(df[[col]])) "numeric" else col_class |
203 | 272x |
col_fmt <- if (col %in% names(col_formatting)) { |
204 | 6x |
col_formatting[[col]] |
205 | 272x |
} else if (col_fmt_class %in% names(default_formatting)) { |
206 | 6x |
default_formatting[[col_fmt_class]] |
207 |
} else { |
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208 | 260x |
if (!"all" %in% names(default_formatting)) { |
209 | ! |
stop( |
210 | ! |
"Format configurations must be supplied for all listing columns. ", |
211 | ! |
"To cover all remaining columns please add an 'all' configuration", |
212 | ! |
" to `default_formatting`." |
213 |
) |
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} |
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215 | 260x |
default_formatting[["all"]] |
216 |
} |
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# ANY attr <- fmt_config slot |
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218 | 272x |
obj_format(df[[col]]) <- obj_format(col_fmt) |
219 | 272x |
obj_na_str(df[[col]]) <- if (is.null(obj_na_str(col_fmt))) "NA" else obj_na_str(col_fmt) |
220 | 272x |
obj_align(df[[col]]) <- if (is.null(obj_align(col_fmt))) "left" else obj_align(col_fmt) |
221 | 272x |
df[[col]] |
222 |
}) |
|
223 | ||
224 | 2x |
if (unique_rows) df <- df[!duplicated(df[, cols]), ] |
225 | ||
226 | 49x |
class(df) <- c("listing_df", class(df)) |
227 | ||
228 |
## these all work even when the value is NULL |
|
229 | 49x |
main_title(df) <- main_title |
230 | 49x |
main_footer(df) <- main_footer |
231 | 49x |
subtitles(df) <- subtitles |
232 | 49x |
prov_footer(df) <- prov_footer |
233 | 49x |
listing_dispcols(df) <- cols |
234 | ||
235 | 49x |
if (!is.null(split_into_pages_by_var)) { |
236 | 1x |
df <- split_into_pages_by_var(df, split_into_pages_by_var) |
237 |
} |
|
238 | ||
239 | 49x |
df |
240 |
} |
|
241 | ||
242 |
#' @export |
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243 |
#' @rdname listings |
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244 |
as_keycol <- function(vec) { |
|
245 | 77x |
if (is.factor(vec)) { |
246 | 13x |
lab <- obj_label(vec) |
247 | 13x |
vec <- as.character(vec) |
248 | 13x |
obj_label(vec) <- lab |
249 |
} |
|
250 | 77x |
class(vec) <- c("listing_keycol", class(vec)) |
251 | 77x |
vec |
252 |
} |
|
253 | ||
254 |
#' @export |
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255 |
#' @rdname listings |
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256 |
is_keycol <- function(vec) { |
|
257 | 6897x |
inherits(vec, "listing_keycol") |
258 |
} |
|
259 | ||
260 |
#' @export |
|
261 |
#' @rdname listings |
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262 |
get_keycols <- function(df) { |
|
263 | 341x |
names(which(sapply(df, is_keycol))) |
264 |
} |
|
265 | ||
266 |
#' @inherit formatters::matrix_form |
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267 |
#' @param indent_rownames (`flag`)\cr silently ignored, as listings do not have row names |
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268 |
#' nor indenting structure. |
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269 |
#' @param expand_newlines (`flag`)\cr this should always be `TRUE` for listings. We keep it |
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270 |
#' for debugging reasons. |
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271 |
#' |
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272 |
#' @return a [formatters::MatrixPrintForm] object. |
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273 |
#' |
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274 |
#' @seealso [formatters::matrix_form()] |
|
275 |
#' |
|
276 |
#' @examples |
|
277 |
#' lsting <- as_listing(mtcars) |
|
278 |
#' mf <- matrix_form(lsting) |
|
279 |
#' |
|
280 |
#' @export |
|
281 |
setMethod( |
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282 |
"matrix_form", "listing_df", |
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283 |
rix_form <- function(obj, indent_rownames = FALSE, expand_newlines = TRUE, fontspec = font_spec, col_gap = 3L) { |
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284 |
## we intentionally silently ignore indent_rownames because listings have |
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285 |
## no rownames, but formatters::vert_pag_indices calls matrix_form(obj, TRUE) |
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286 |
## unconditionally. |
|
287 | 134x |
cols <- attr(obj, "listing_dispcols") |
288 | 134x |
listing <- obj[, cols] |
289 | 134x |
atts <- attributes(obj) |
290 | 134x |
atts$names <- cols |
291 | 134x |
attributes(listing) <- atts |
292 | 134x |
keycols <- get_keycols(listing) |
293 | ||
294 | 134x |
bodymat <- matrix("", |
295 | 134x |
nrow = nrow(listing), |
296 | 134x |
ncol = ncol(listing) |
297 |
) |
|
298 | ||
299 | 134x |
colnames(bodymat) <- names(listing) |
300 | ||
301 | 134x |
curkey <- "" |
302 | 134x |
for (i in seq_along(keycols)) { |
303 | 196x |
kcol <- keycols[i] |
304 | 196x |
kcolvec <- listing[[kcol]] |
305 | 196x |
kcolvec <- vapply(kcolvec, format_value, "", format = obj_format(kcolvec), na_str = obj_na_str(kcolvec)) |
306 | 196x |
curkey <- paste0(curkey, kcolvec) |
307 | 196x |
disp <- c(TRUE, tail(curkey, -1) != head(curkey, -1)) |
308 | 196x |
bodymat[disp, kcol] <- kcolvec[disp] |
309 |
} |
|
310 | ||
311 | 134x |
nonkeycols <- setdiff(names(listing), keycols) |
312 | 134x |
if (length(nonkeycols) > 0) { |
313 | 133x |
for (nonk in nonkeycols) { |
314 | 402x |
vec <- listing[[nonk]] |
315 | 402x |
vec <- vapply(vec, format_value, "", format = obj_format(vec), na_str = obj_na_str(vec)) |
316 | 402x |
bodymat[, nonk] <- vec |
317 |
} |
|
318 |
} |
|
319 | ||
320 | 134x |
fullmat <- rbind( |
321 | 134x |
var_labels(listing, fill = TRUE), |
322 | 134x |
bodymat |
323 |
) |
|
324 | ||
325 | 134x |
colaligns <- rbind( |
326 | 134x |
rep("center", length(cols)), |
327 | 134x |
matrix(sapply(listing, obj_align), |
328 | 134x |
ncol = length(cols), |
329 | 134x |
nrow = nrow(fullmat) - 1, |
330 | 134x |
byrow = TRUE |
331 |
) |
|
332 |
) |
|
333 | ||
334 | 134x |
MatrixPrintForm( |
335 | 134x |
strings = fullmat, |
336 | 134x |
spans = matrix(1, |
337 | 134x |
nrow = nrow(fullmat), |
338 | 134x |
ncol = ncol(fullmat) |
339 |
), |
|
340 | 134x |
ref_fnotes = list(), |
341 | 134x |
aligns = colaligns, |
342 | 134x |
formats = matrix(1, |
343 | 134x |
nrow = nrow(fullmat), |
344 | 134x |
ncol = ncol(fullmat) |
345 |
), |
|
346 | 134x |
listing_keycols = keycols, # It is always something |
347 | 134x |
row_info = make_row_df(obj, fontspec = fontspec), |
348 | 134x |
nlines_header = 1, # We allow only one level of headers and nl expansion happens after |
349 | 134x |
nrow_header = 1, |
350 | 134x |
has_topleft = FALSE, |
351 | 134x |
has_rowlabs = FALSE, |
352 | 134x |
expand_newlines = expand_newlines, |
353 | 134x |
main_title = main_title(obj), |
354 | 134x |
subtitles = subtitles(obj), |
355 | 134x |
page_titles = page_titles(obj), |
356 | 134x |
main_footer = main_footer(obj), |
357 | 134x |
prov_footer = prov_footer(obj), |
358 | 134x |
col_gap = col_gap, |
359 | 134x |
fontspec = fontspec, |
360 | 134x |
rep_cols = length(keycols) |
361 |
) |
|
362 |
} |
|
363 |
) |
|
364 | ||
365 |
#' @export |
|
366 |
#' @rdname listings |
|
367 | 179x |
listing_dispcols <- function(df) attr(df, "listing_dispcols") %||% character() |
368 | ||
369 |
#' @param new (`character`)\cr vector of names of columns to be added to |
|
370 |
#' the set of display columns. |
|
371 |
#' |
|
372 |
#' @export |
|
373 |
#' @rdname listings |
|
374 |
add_listing_dispcol <- function(df, new) { |
|
375 | 20x |
listing_dispcols(df) <- c(listing_dispcols(df), new) |
376 | 20x |
df |
377 |
} |
|
378 | ||
379 |
#' @param value (`string`)\cr new value. |
|
380 |
#' |
|
381 |
#' @export |
|
382 |
#' @rdname listings |
|
383 |
`listing_dispcols<-` <- function(df, value) { |
|
384 | 69x |
if (!is.character(value)) { |
385 | ! |
stop( |
386 | ! |
"dispcols must be a character vector of column names, got ", |
387 | ! |
"object of class: ", paste(class(value), collapse = ",") |
388 |
) |
|
389 |
} |
|
390 | 69x |
chk <- setdiff(value, names(df)) ## remember setdiff is not symmetrical |
391 | 69x |
if (length(chk) > 0) { |
392 | ! |
stop( |
393 | ! |
"listing display columns must be columns in the underlying data. ", |
394 | ! |
"Column(s) ", paste(chk, collapse = ", "), " not present in the data." |
395 |
) |
|
396 |
} |
|
397 | 69x |
attr(df, "listing_dispcols") <- unique(value) |
398 | 69x |
df |
399 |
} |
|
400 | ||
401 |
#' @inheritParams formatters::fmt_config |
|
402 |
#' @param name (`string`)\cr name of the existing or new column to be |
|
403 |
#' displayed when the listing is rendered. |
|
404 |
#' @param fun (`function` or `NULL`)\cr a function which accepts `df` and |
|
405 |
#' returns the vector for a new column, which is added to `df` as |
|
406 |
#' `name`, or `NULL` if marking an existing column as a listing column. |
|
407 |
#' |
|
408 |
#' @return `df` with `name` created (if necessary) and marked for |
|
409 |
#' display during rendering. |
|
410 |
#' |
|
411 |
#' @export |
|
412 |
#' @rdname listings |
|
413 |
add_listing_col <- function(df, |
|
414 |
name, |
|
415 |
fun = NULL, |
|
416 |
format = NULL, |
|
417 |
na_str = "NA", |
|
418 |
align = "left") { |
|
419 | 20x |
if (!is.null(fun)) { |
420 | 1x |
vec <- with_label(fun(df), name) |
421 | 19x |
} else if (name %in% names(df)) { |
422 | 19x |
vec <- df[[name]] |
423 |
} else { |
|
424 | ! |
stop( |
425 | ! |
"Column '", name, "' not found. name argument must specify an existing column when ", |
426 | ! |
"no generating function (fun argument) is specified." |
427 |
) |
|
428 |
} |
|
429 | ||
430 | 20x |
if (!is.null(format)) { |
431 | 10x |
obj_format(vec) <- format |
432 |
} |
|
433 | ||
434 | 20x |
obj_na_str(vec) <- na_str |
435 | 20x |
obj_align(vec) <- align |
436 | ||
437 |
## this works for both new and existing columns |
|
438 | 20x |
df[[name]] <- vec |
439 | 20x |
df <- add_listing_dispcol(df, name) |
440 | 20x |
df |
441 |
} |
|
442 | ||
443 |
#' Split Listing by Values of a Variable |
|
444 |
#' |
|
445 |
#' @description `r lifecycle::badge("experimental")` |
|
446 |
#' |
|
447 |
#' Split is performed based on unique values of the given parameter present in the listing. |
|
448 |
#' Each listing can only be split by variable once. If this function is applied prior to |
|
449 |
#' pagination, parameter values will be separated by page. |
|
450 |
#' |
|
451 |
#' @param lsting listing_df. The listing to split. |
|
452 |
#' @param var character. Name of the variable to split on. |
|
453 |
#' @param page_prefix character. Prefix to be appended with the split value (`var` level), |
|
454 |
#' at the end of the subtitles, corresponding to each resulting list element (listing). |
|
455 |
#' |
|
456 |
#' @return A list of `lsting_df` objects each corresponding to a unique value of `var`. |
|
457 |
#' |
|
458 |
#' @note This function should only be used after the complete listing has been created. The |
|
459 |
#' listing cannot be modified further after applying this function. |
|
460 |
#' |
|
461 |
#' @examples |
|
462 |
#' dat <- ex_adae[1:20, ] |
|
463 |
#' |
|
464 |
#' lsting <- as_listing( |
|
465 |
#' dat, |
|
466 |
#' key_cols = c("USUBJID", "AGE"), |
|
467 |
#' disp_cols = "SEX", |
|
468 |
#' main_title = "title", |
|
469 |
#' main_footer = "footer" |
|
470 |
#' ) %>% |
|
471 |
#' add_listing_col("BMRKR1", format = "xx.x") %>% |
|
472 |
#' split_into_pages_by_var("SEX") |
|
473 |
#' |
|
474 |
#' lsting |
|
475 |
#' |
|
476 |
#' @export |
|
477 |
split_into_pages_by_var <- function(lsting, var, page_prefix = var) { |
|
478 | 5x |
checkmate::assert_class(lsting, "listing_df") |
479 | 5x |
checkmate::assert_choice(var, names(lsting)) |
480 | ||
481 | 5x |
lsting_by_var <- list() |
482 | 5x |
for (lvl in unique(lsting[[var]])) { |
483 | 10x |
var_desc <- paste0(page_prefix, ": ", lvl) |
484 | 10x |
lsting_by_var[[lvl]] <- lsting[lsting[[var]] == lvl, ] |
485 | 10x |
subtitles(lsting_by_var[[lvl]]) <- c(subtitles(lsting), var_desc) |
486 |
} |
|
487 | ||
488 | 5x |
lsting_by_var |
489 |
} |
1 | ||
2 |
## XXX this historically has been 1, but it actually should be 1.2!!!!! |
|
3 |
dflt_courier <- font_spec("Courier", 9, 1) |
|
4 | ||
5 |
#' Methods for `listing_df` objects |
|
6 |
#' |
|
7 |
#' See core documentation in [formatters::formatters-package] for descriptions of these functions. |
|
8 |
#' |
|
9 |
#' @inheritParams formatters::toString |
|
10 |
#' @param x (`listing_df`)\cr the listing. |
|
11 |
#' @param ... additional parameters passed to [formatters::toString()]. |
|
12 |
#' |
|
13 |
#' @method print listing_df |
|
14 |
#' |
|
15 |
#' @export |
|
16 |
#' @name listing_methods |
|
17 |
print.listing_df <- function(x, widths = NULL, tf_wrap = FALSE, max_width = NULL, fontspec = NULL, col_gap = 3L, ...) { |
|
18 | ! |
cat( |
19 | ! |
toString( |
20 | ! |
matrix_form(x, fontspec = fontspec, col_gap = col_gap), |
21 | ! |
widths = widths, |
22 | ! |
tf_wrap = tf_wrap, |
23 | ! |
max_width = max_width, |
24 | ! |
fontspec = fontspec, |
25 | ! |
col_gap = col_gap, |
26 |
... |
|
27 |
) |
|
28 |
) |
|
29 | ! |
invisible(x) |
30 |
} |
|
31 | ||
32 |
#' @exportMethod toString |
|
33 |
#' @name listing_methods |
|
34 |
#' @aliases toString,listing_df-method |
|
35 |
setMethod("toString", "listing_df", function(x, widths = NULL, fontspec = NULL, col_gap = 3L, ...) { |
|
36 | 4x |
toString( |
37 | 4x |
matrix_form(x, fontspec = fontspec, col_gap = col_gap), |
38 | 4x |
fontspec = fontspec, |
39 | 4x |
col_gap = col_gap, |
40 | 4x |
widths = widths, |
41 |
... |
|
42 |
) |
|
43 |
}) |
|
44 | ||
45 |
## because rle in base is too much of a stickler for being atomic |
|
46 |
basic_run_lens <- function(x) { |
|
47 | 134x |
n <- length(x) |
48 | 134x |
if (n == 0) { |
49 | ! |
return(integer()) |
50 |
} |
|
51 | ||
52 | 134x |
y <- x[-1L] != x[-n] |
53 | 134x |
i <- c(which(y), n) |
54 | 134x |
diff(c(0L, i)) |
55 |
} |
|
56 | ||
57 |
#' @param df (`listing_df`)\cr the listing. |
|
58 |
#' @param colnm (`string`)\cr column name. |
|
59 |
#' @param colvec (`vector`)\cr column values based on `colnm`. |
|
60 |
#' |
|
61 |
#' @rdname vec_nlines |
|
62 |
#' @keywords internal |
|
63 |
format_colvector <- function(df, colnm, colvec = df[[colnm]]) { |
|
64 | 600x |
if (missing(colvec) && !(colnm %in% names(df))) { |
65 | ! |
stop("column ", colnm, " not found") |
66 |
} |
|
67 | 600x |
na_str <- obj_na_str(colvec) |
68 | 600x |
if (is.null(na_str) || all(is.na(na_str))) { |
69 | ! |
na_str <- rep("-", max(1L, length(na_str))) |
70 |
} |
|
71 | ||
72 | 600x |
strvec <- vapply(colvec, format_value, "", format = obj_format(colvec), na_str = na_str) |
73 | 600x |
strvec |
74 |
} |
|
75 | ||
76 |
#' Utilities for formatting a listing column |
|
77 |
#' |
|
78 |
#' For `vec_nlines`, calculate the number of lines each element of a column vector will |
|
79 |
#' take to render. For `format_colvector`, |
|
80 |
#' |
|
81 |
#' @param vec (`vector`)\cr a column vector to be rendered into ASCII. |
|
82 |
#' @param max_width (`numeric(1)` or `NULL`)\cr the width to render the column with. |
|
83 |
#' @return (`numeric`)\cr a vector of the number of lines element-wise that will be |
|
84 |
#' needed to render the elements of `vec` to width `max_width`. |
|
85 |
#' |
|
86 |
#' @keywords internal |
|
87 | 600x |
setGeneric("vec_nlines", function(vec, max_width = NULL, fontspec = dflt_courier) standardGeneric("vec_nlines")) |
88 | ||
89 |
#' @param vec (`vector`)\cr a vector. |
|
90 |
#' |
|
91 |
#' @rdname vec_nlines |
|
92 |
#' @keywords internal |
|
93 |
setMethod("vec_nlines", "ANY", function(vec, max_width = NULL, fontspec = dflt_courier) { |
|
94 | 600x |
if (is.null(max_width)) { |
95 | 600x |
max_width <- floor(0.9 * getOption("width")) # default of base::strwrap |
96 |
# NB: flooring as it is used as <= (also in base::strwrap) |
|
97 |
} |
|
98 |
# in formatters for characters |
|
99 | 600x |
unlist(lapply(format_colvector(colvec = vec), nlines, max_width = max_width, fontspec = fontspec)) |
100 |
}) |
|
101 | ||
102 |
## setMethod("vec_nlines", "character", function(vec, max_width = NULL) { |
|
103 |
## strvec <- wrap_txt(format_colvector(colvec = vec), width = max_width, collapse = "\n") |
|
104 |
## mtchs <- gregexpr("\n", strvec, fixed = TRUE) |
|
105 |
## 1L + vapply(mtchs, function(vi) sum(vi > 0), 1L) |
|
106 |
## }) |
|
107 | ||
108 |
## setMethod("vec_nlines", "factor", function(vec, max_width = NULL) { |
|
109 |
## lvl_nlines <- vec_nlines(levels(vec), max_width = max_width) |
|
110 |
## ret <- lvl_nlines[vec] |
|
111 |
## ret[is.na(ret)] <- format_value(NA_character |
|
112 |
## }) |
|
113 | ||
114 |
#' Make pagination data frame for a listing |
|
115 |
#' |
|
116 |
#' @inheritParams formatters::make_row_df |
|
117 |
#' @param tt (`listing_df`)\cr the listing to be rendered. |
|
118 |
#' @param visible_only (`flag`)\cr ignored, as listings do not have |
|
119 |
#' non-visible structural elements. |
|
120 |
#' |
|
121 |
#' @return a `data.frame` with pagination information. |
|
122 |
#' |
|
123 |
#' @seealso [formatters::make_row_df()] |
|
124 |
#' |
|
125 |
#' @examples |
|
126 |
#' lsting <- as_listing(mtcars) |
|
127 |
#' mf <- matrix_form(lsting) |
|
128 |
#' |
|
129 |
#' @export |
|
130 |
setMethod( |
|
131 |
"make_row_df", "listing_df", |
|
132 |
function(tt, colwidths = NULL, visible_only = TRUE, |
|
133 |
rownum = 0, |
|
134 |
indent = 0L, |
|
135 |
path = character(), |
|
136 |
incontent = FALSE, |
|
137 |
repr_ext = 0L, |
|
138 |
repr_inds = integer(), |
|
139 |
sibpos = NA_integer_, |
|
140 |
nsibs = NA_integer_, |
|
141 |
fontspec = dflt_courier) { |
|
142 |
## assume sortedness by keycols |
|
143 | 135x |
keycols <- get_keycols(tt) |
144 | 135x |
dispcols <- listing_dispcols(tt) |
145 | 135x |
abs_rownumber <- seq_along(tt[[1]]) |
146 | 135x |
if (length(keycols) >= 1) { |
147 | 134x |
runlens <- basic_run_lens(tt[[tail(keycols, 1)]]) |
148 |
} else { |
|
149 | 1x |
runlens <- rep(1, NROW(tt)) |
150 |
} |
|
151 | 135x |
sibpos <- unlist(lapply(runlens, seq_len)) |
152 | 135x |
nsibs <- rep(runlens, times = runlens) |
153 | 135x |
extents <- rep(1L, nrow(tt)) |
154 | 135x |
if (length(colwidths) > 0 && length(colwidths) != length(dispcols)) { |
155 | ! |
stop( |
156 | ! |
"Non-null colwidths vector must be the same length as the number of display columns.\n", |
157 | ! |
"Got: ", length(colwidths), "(", length(dispcols), " disp cols)." |
158 |
) |
|
159 |
} |
|
160 | 135x |
if (length(colwidths) > 0) { |
161 | ! |
names(colwidths) <- dispcols |
162 |
} |
|
163 |
## extents is a row-wise vector of extents, for each col, we update |
|
164 |
## if that column has any rows wider than the previously recorded extent. |
|
165 | 135x |
for (col in dispcols) { |
166 |
## duplicated from matrix_form method, refactor! |
|
167 | 600x |
col_ext <- vec_nlines(tt[[col]], max_width = colwidths[col], fontspec = fontspec) |
168 | 600x |
extents <- ifelse(col_ext > extents, col_ext, extents) |
169 |
} |
|
170 | 135x |
ret <- data.frame( |
171 | 135x |
label = "", name = "", |
172 | 135x |
abs_rownumber = abs_rownumber, |
173 | 135x |
path = I(as.list(rep(NA_character_, NROW(tt)))), |
174 | 135x |
pos_in_siblings = sibpos, |
175 | 135x |
n_siblings = nsibs, |
176 | 135x |
self_extent = extents, |
177 | 135x |
par_extent = 0L, |
178 | 135x |
reprint_inds = I(replicate(NROW(tt), list(integer()))), |
179 | 135x |
node_class = "listing_df", |
180 | 135x |
indent = 0L, |
181 | 135x |
nrowrefs = 0L, ## XXX this doesn't support footnotes |
182 | 135x |
ncellrefs = 0L, ## XXX this doesn't support footnotes |
183 | 135x |
nreflines = 0L, ## XXX this doesn't support footnotes |
184 | 135x |
force_page = FALSE, |
185 | 135x |
page_title = NA_character_, |
186 | 135x |
trailing_sep = NA_character_ |
187 |
) |
|
188 | 135x |
stopifnot(identical( |
189 | 135x |
names(ret), |
190 | 135x |
names(pagdfrow( |
191 | 135x |
nm = "", lab = "", rnum = 1L, pth = NA_character_, extent = 1L, |
192 | 135x |
rclass = "" |
193 |
)) |
|
194 |
)) |
|
195 | 135x |
ret |
196 |
} |
|
197 |
) |
|
198 | ||
199 |
## tt$sibpos <- unlist(lapply( |
|
200 |
## ## don't support pathing for now |
|
201 |
## tt$path <- I(lapply(1:NROW(tt), |
|
202 |
## function(i) { |
|
203 |
## retpath <- character(2*length(keycols)) |
|
204 |
## for(j in seq_along(keycols)) { |
|
205 |
## retpath[2*j - 1] <- keycols[j] |
|
206 |
## retpath[2*j] <- tt[i, keycols[j], drop = TRUE] |
|
207 |
## } |
|
208 |
## retpath |
|
209 |
## })) |
|
210 |
## spl <- split(tt, tt[keycols]) |
|
211 |
## spl <- spl[vapply(spl, function(y) NROW(y) > 0, NA)] |
|
212 |
## dfs <- lapply(spl, function(df) { |
|
213 |
## df <- df[order(df$abs_rownumber),] |
|
214 |
## ndf <- NROW(df) |
|
215 |
## lapply(1:ndf, function(i) { |
|
216 |
## rw <- df[i,] |
|
217 |
## stopifnot(nrow(rw) == 1) |
|
218 |
## pagdfrow(nm = "", |
|
219 |
## lab = "", |
|
220 |
## rnum = rw$abs_rownumber, |
|
221 |
## pth = NA_character_, |
|
222 |
## sibpos = i, |
|
223 |
## nsibs = ndf, |
|
224 |
## extent = 1L, |
|
225 |
## rclass = "listing_df", |
|
226 |
## repind = integer()) |
|
227 |
## }) |
|
228 |
## }) |
|
229 |
## ret <- do.call(rbind, unlist(dfs, recursive = FALSE)) |
|
230 |
## ret <- ret[order(ret$abs_rownumber),] |
|
231 |
## ret |
|
232 |
## }) |
|
233 | ||
234 |
#' @inheritParams base::Extract |
|
235 |
#' @param x (`listing_df`)\cr the listing. |
|
236 |
#' @param i (`any`)\cr object passed to base `[` methods. |
|
237 |
#' @param j (`any`)\cr object passed to base `[` methods. |
|
238 |
#' |
|
239 |
#' @export |
|
240 |
#' @aliases [,listing_df-method |
|
241 |
#' @rdname listing_methods |
|
242 |
setMethod( |
|
243 |
"[", "listing_df", |
|
244 |
function(x, i, j, drop = FALSE) { |
|
245 | ! |
xattr <- attributes(x) |
246 | ! |
xattr$names <- xattr$names[j] |
247 | ! |
res <- NextMethod() |
248 | ! |
if (!drop) { |
249 | ! |
attributes(res) <- xattr |
250 |
} |
|
251 | ! |
res |
252 |
} |
|
253 |
) |
|
254 | ||
255 |
#' @rdname listing_methods |
|
256 |
#' @param obj (`listing_df`)\cr the listing. |
|
257 |
#' |
|
258 |
#' @return |
|
259 |
#' * Accessor methods return the value of the aspect of `obj`. |
|
260 |
#' * Setter methods return `obj` with the relevant element of the listing updated. |
|
261 |
#' |
|
262 |
#' @examples |
|
263 |
#' lsting <- as_listing(mtcars) |
|
264 |
#' main_title(lsting) <- "Hi there" |
|
265 |
#' |
|
266 |
#' main_title(lsting) |
|
267 |
#' |
|
268 |
#' @export |
|
269 |
setMethod( |
|
270 |
"main_title", "listing_df", |
|
271 | 137x |
function(obj) attr(obj, "main_title") %||% character() |
272 |
) |
|
273 | ||
274 |
#' @rdname listing_methods |
|
275 |
#' @export |
|
276 |
setMethod( |
|
277 |
"subtitles", "listing_df", |
|
278 | 147x |
function(obj) attr(obj, "subtitles") %||% character() |
279 |
) |
|
280 | ||
281 |
#' @rdname listing_methods |
|
282 |
#' @export |
|
283 |
setMethod( |
|
284 |
"main_footer", "listing_df", |
|
285 | 136x |
function(obj) attr(obj, "main_footer") %||% character() |
286 |
) |
|
287 | ||
288 |
#' @rdname listing_methods |
|
289 |
#' @export |
|
290 |
setMethod( |
|
291 |
"prov_footer", "listing_df", |
|
292 | 136x |
function(obj) attr(obj, "prov_footer") %||% character() |
293 |
) |
|
294 | ||
295 |
.chk_value <- function(val, fname, len_one = FALSE, null_ok = TRUE) { |
|
296 | 222x |
if (null_ok && is.null(val)) { |
297 | 178x |
return(TRUE) |
298 |
} |
|
299 | 44x |
if (!is.character(val)) { |
300 | 4x |
stop("value for ", fname, " must be a character, got ", |
301 | 4x |
"object of class: ", paste(class(val), collapse = ","), |
302 | 4x |
call. = FALSE |
303 |
) |
|
304 |
} |
|
305 | 40x |
if (len_one && length(val) > 1) { |
306 | 1x |
stop( |
307 | 1x |
"value for ", fname, " must be length <= 1, got ", |
308 | 1x |
"vector of length ", length(val) |
309 |
) |
|
310 |
} |
|
311 | 39x |
TRUE |
312 |
} |
|
313 | ||
314 |
#' @rdname listing_methods |
|
315 |
#' @export |
|
316 |
setMethod( |
|
317 |
"main_title<-", "listing_df", |
|
318 |
function(obj, value) { |
|
319 |
## length 1 restriction is to match rtables behavior |
|
320 |
## which currently enforces this (though incompletely) |
|
321 | 55x |
.chk_value(value, "main_title", len_one = TRUE) |
322 | 53x |
attr(obj, "main_title") <- value |
323 | 53x |
obj |
324 |
} |
|
325 |
) |
|
326 | ||
327 |
#' @rdname listing_methods |
|
328 |
#' @export |
|
329 |
setMethod( |
|
330 |
"subtitles<-", "listing_df", |
|
331 |
function(obj, value) { |
|
332 | 62x |
.chk_value(value, "subtitles") |
333 | 61x |
attr(obj, "subtitles") <- value |
334 | 61x |
obj |
335 |
} |
|
336 |
) |
|
337 | ||
338 |
#' @rdname listing_methods |
|
339 |
#' @export |
|
340 |
setMethod( |
|
341 |
"main_footer<-", "listing_df", |
|
342 |
function(obj, value) { |
|
343 | 53x |
.chk_value(value, "main_footer") |
344 | 52x |
attr(obj, "main_footer") <- value |
345 | 52x |
obj |
346 |
} |
|
347 |
) |
|
348 | ||
349 |
#' @rdname listing_methods |
|
350 |
#' @export |
|
351 |
setMethod( |
|
352 |
"prov_footer<-", "listing_df", |
|
353 |
function(obj, value) { |
|
354 | 52x |
.chk_value(value, "prov_footer") |
355 | 51x |
attr(obj, "prov_footer") <- value |
356 | 51x |
obj |
357 |
} |
|
358 |
) |
|
359 | ||
360 |
#' @rdname listing_methods |
|
361 |
#' @export |
|
362 |
setMethod( |
|
363 |
"num_rep_cols", "listing_df", |
|
364 |
function(obj) { |
|
365 | 71x |
length(get_keycols(obj)) |
366 |
} |
|
367 |
) |