Reputation: 18683
How do you suppress the column classes when displaying tibbles? For example,
> cars <- as_tibble(mtcars)
> cars
# A tibble: 32 x 11
mpg cyl disp hp drat wt qsec vs am gear carb
<dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> # <-- I don't want to show this row
1 21 6 160 110 3.9 2.62 16.5 0 1 4 4
2 21 6 160 110 3.9 2.88 17.0 0 1 4 4
3 22.8 4 108 93 3.85 2.32 18.6 1 1 4 1
4 21.4 6 258 110 3.08 3.22 19.4 1 0 3 1
5 18.7 8 360 175 3.15 3.44 17.0 0 0 3 2
6 18.1 6 225 105 2.76 3.46 20.2 1 0 3 1
7 14.3 8 360 245 3.21 3.57 15.8 0 0 3 4
8 24.4 4 147. 62 3.69 3.19 20 1 0 4 2
9 22.8 4 141. 95 3.92 3.15 22.9 1 0 4 2
10 19.2 6 168. 123 3.92 3.44 18.3 1 0 4 4
# ... with 22 more rows
Is there a global option? Something along the lines of options("show.tibble.column.classes"=FALSE)
.
I'd also like to remove them for all output created from a tibble (tbl_df).
> count(cars, cyl)
# A tibble: 3 x 2
cyl n
<dbl> <int> # <-- omit this row totally.
1 4 11
2 6 7
3 8 14
Upvotes: 4
Views: 1060
Reputation: 4361
I ended up with the following function to print a tibble.
It will remove metadata (tibble shape, column types), row numbers, and optionally print header and footer separator.
#' Print a tibble
#'
#' @param df The tibble to print
#' @param header Whether to print the header
#' @param header_sep Whether to print a header separator
#' @param footer_sep Whether to print a footer separator
#' @param max_rows The maximum number of rows to print
#'
#' @return None
#'
#' @export
print_tibble <- function(df,
header = TRUE,
header_sep = TRUE,
footer_sep = TRUE,
max_rows = 1000) {
# Remove tibble dimensions (row 1) and column types (row 3)
# Remove also column header (row 2) if user chooses so
# See: https://stackoverflow.com/a/64747799/1719931
if (!header) {
to_rem <- c(-1, -2, -3)
} else {
to_rem <- c(-1, -3)
}
txt <- R.utils::captureOutput(
cat(format(as_tibble(df),n=max_rows)[to_rem], sep = "\n"),
collapse = "\n"
)
# Remove backticks (`)
txt <- stringr::str_replace_all(txt, r"(`(.+?)`)", r"(\1 )")
# Remove double quotes (")
txt <- stringr::str_replace_all(txt, '"', "")
# Remove spaces at string start
# reg_spaces <- stringr::regex(r'(^\s+)', multiline = TRUE)
# txt <- stringr::str_replace_all(txt, reg_spaces, "")
# Remove row numbers
# WARNING: This will leave spaces at string start for table rows,
# which are needed for formatting
# So must be executed after removing spaces at string start
reg_dec <- stringr::regex(r'(^\s*\d+(?=\s))', multiline = TRUE)
txt <- stringr::str_replace_all(txt, reg_dec, \(x) paste0(rep(" ", nchar(x)), collapse=""))
# Split rows
rows <- stringr::str_split(txt, "\n")[[1]]
# Remove spaces at string end (otherwise we are going to have problems when we join)
reg_spaces <- stringr::regex(r'(\s+$)', multiline = TRUE)
rows <- stringr::str_replace_all(rows, reg_spaces, "")
# Build header separator
slen <- stringr::str_length(stringr::str_match(" ciao", r"(^\s+)")[[1,1]])
spaces <- paste0(rep(" ", times = slen), collapse = "")
hlen <- stringr::str_length(rows[[1]])
sep <- paste0(rep("-", times = hlen), collapse = "")
sep <- paste0(spaces, sep, "\n")
cat(paste0(rows[[1]], "\n"))
if (header_sep) {
cat(sep)
}
if (nrow(df) > 2) {
cat(paste0(rows[2:(length(rows) - 1)], collapse = "\n"))
cat("\n")
if (footer_sep) {
cat(sep)
}
cat(paste0(rows[[length(rows)]], "\n"))
} else {
cat(paste0(rows[[2]], "\n"))
}
}
Example:
Upvotes: 1
Reputation: 8844
Is this what you want?
cat(format(as_tibble(mtcars))[-3L], sep = "\n")
Output
# A tibble: 32 x 11
mpg cyl disp hp drat wt qsec vs am gear carb
1 21 6 160 110 3.9 2.62 16.5 0 1 4 4
2 21 6 160 110 3.9 2.88 17.0 0 1 4 4
3 22.8 4 108 93 3.85 2.32 18.6 1 1 4 1
4 21.4 6 258 110 3.08 3.22 19.4 1 0 3 1
5 18.7 8 360 175 3.15 3.44 17.0 0 0 3 2
6 18.1 6 225 105 2.76 3.46 20.2 1 0 3 1
7 14.3 8 360 245 3.21 3.57 15.8 0 0 3 4
8 24.4 4 147. 62 3.69 3.19 20 1 0 4 2
9 22.8 4 141. 95 3.92 3.15 22.9 1 0 4 2
10 19.2 6 168. 123 3.92 3.44 18.3 1 0 4 4
# ... with 22 more rows
Explanations
?tibble::print.tbl
shows that the class tbl_df
is associated with the following format
method:
Usage
## S3 method for class 'tbl_df'
format(x, ..., n = NULL, width = NULL, n_extra = NULL)
The format
method converts a tibble into a character vector, each element of which is a line to be printed. The third line is for variable types. To get the desired output, we just need to remove that line and cat()
the rest as is.
Upvotes: 7