Mutate a data frame by the mutateTerms. Accepts arbitrary text as mutateTerms to allow forms such as "Sepal.Length >= 2 * Sepal.Width". Terms are vectors or lists of the form "lhs := rhs". Semantics are: terms are evaluated left to right if splitTerms==TRUE (the default).

mutate_se(
  .data,
  mutateTerms,
  ...,
  splitTerms = TRUE,
  warn = TRUE,
  env = parent.frame(),
  printPlan = FALSE
)

Arguments

.data

data.frame

mutateTerms

character vector of column expressions to mutate by.

...

force later terms to be bound by name

splitTerms

logical, if TRUE into separate mutates (if FALSE instead, pass all at once to dplyr).

warn

logical, if TRUE warn about name re-use.

env

environment to work in.

printPlan

logical, if TRUE print the expression plan.

Value

.data with altered columns.

Details

Note: this method as the default setting splitTerms = TRUE, which is safer (avoiding certain known dplyr/dblyr issues) (please see the side-notes of http://winvector.github.io/FluidData/partition_mutate.html for some references).

See also

Examples

limit <- 3.5 datasets::iris %.>% mutate_se(., qae(Sepal_Long = Sepal.Length >= 2 * Sepal.Width, Petal_Short := Petal.Length <= limit)) %.>% head(.)
#> Sepal.Length Sepal.Width Petal.Length Petal.Width Species Sepal_Long #> 1 5.1 3.5 1.4 0.2 setosa FALSE #> 2 4.9 3.0 1.4 0.2 setosa FALSE #> 3 4.7 3.2 1.3 0.2 setosa FALSE #> 4 4.6 3.1 1.5 0.2 setosa FALSE #> 5 5.0 3.6 1.4 0.2 setosa FALSE #> 6 5.4 3.9 1.7 0.4 setosa FALSE #> Petal_Short #> 1 TRUE #> 2 TRUE #> 3 TRUE #> 4 TRUE #> 5 TRUE #> 6 TRUE