pillar provides tools for styling columns of data, artfully using colour and unicode characters to guide the eye.
# pillar is installed if you install the tidyverse package: install.packages("tidyverse") # Alternatively, install just pillar: install.packages("pillar")
pillar is a developer-facing package that is not designed for end-users. It powers the print()
and format()
methods for tibbles. It also and defines generics and helpers that are useful for package authors who create custom vector classes (see https://github.com/krlmlr/awesome-vctrs#readme for examples) or custom table classes (like dbplyr or sf).
library(pillar) x <- 123456789 * (10^c(-3, -5, NA, -8, -10)) pillar(x) #> <pillar> #> <dbl> #> 123457. #> 1235. #> NA #> 1.23 #> 0.0123 tbl_format_setup(tibble::tibble(x)) #> <pillar_tbl_format_setup> #> <tbl_format_header(setup)> #> # A tibble: 5 × 1 #> <tbl_format_body(setup)> #> x #> <dbl> #> 1 123457. #> 2 1235. #> 3 NA #> 4 1.23 #> 5 0.0123 #> <tbl_format_footer(setup)>
The primary user of this package is tibble, which lets pillar do all the formatting work. Packages that implement a data type to be used in a tibble column can customize the display by implementing a pillar_shaft()
method.
library(pillar) percent <- vctrs::new_vctr(9:11 * 0.01, class = "percent") pillar_shaft.percent <- function(x, ...) { fmt <- format(vctrs::vec_data(x) * 100) new_pillar_shaft_simple(paste0(fmt, " ", style_subtle("%")), align = "right") } pillar(percent) #> <pillar> #> <percent> #> 9 % #> 10 % #> 11 %
See vignette("pillar", package = "vctrs")
for details.
pillar provides various extension points for customizing how a tibble-like class is printed.
tbl <- vctrs::new_data_frame(list(a = 1:3), class = c("my_tbl", "tbl")) tbl_sum.my_tbl <- function(x, ...) { c("Hello" = "world!") } tbl #> # Hello: world! #> a #> <int> #> 1 1 #> 2 2 #> 3 3
See vignette("extending", package = "pillar")
for a walkthrough of the options.
Please note that the pillar project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.
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