colons equals operator in R? new syntax?

Chris picture Chris · Aug 18, 2015 · Viewed 14.3k times · Source

While reading http://ggvis.rstudio.com/interactivity.html, I noticed the code has := sprinkled in it. I assume that is a new way of providing arguments to a function? What is it exactly?

mtcars %>%
  ggvis(~wt, ~mpg, size := input_slider(10, 1000)) %>%
  layer_points(fill := "red") %>%
  layer_points(stroke := "black", fill := NA)

Answer

maj picture maj · Aug 18, 2015

In this case, := is simply ggvis' syntax for assigning fixed values; in contrast, = would here be used to assign a variable value. As you might have noticed in your code example, on the right hand side, there are only such values as "red" or NA, therefore := is the right operator to use in this context. If you would like "size" to depend on the "mpg" column, for example, you could write size = mpg, using the usual equals sign.

I admit that I am not familiar enough with := to say whether there are other packages which have adopted this operator as well.

From http://ggvis.rstudio.com/properties-scales.html (see for further examples and information):

"The props() function uses the = operator for mapping (scaled), and the := operator for setting (unscaled). It also uses the ~ operator to indicate that an expression should be evaluated in the data (and in ggvis, the data can change); without the ~ operator, the expression is evaluated immediately in the current environment. Generally speaking, you’ll want to use ~ for variables in the data, and not use it for constant values."