Access and preserve list names in lapply function
Building on joran's answer, and precising it:
The sapply(USE.NAMES=T)
wrapper will indeed set as names of the final result the values of the vector you are iterating over (and not its names attribute like lapply), but only if these are characters.
As a result, passing indices will not help. If you want to pass indexes with sapply
, you need to resort to some (ugly) casting:
sapply(as.character(c(1,11)), function(i) TEST[[as.numeric(i)]], USE.NAMES = TRUE)
In this case, a cleaner solution is to directly set and use names of your original object. Here is an exhaustive list of solutions:
TEST <- as.list(LETTERS[1:12])
### lapply ##
## Not working because no name attribute
lapply(c(1,11), function(i) TEST[[i]])
## working but cumbersome
index <- c(1,11)
names(index) <- index
lapply(index, function(i) TEST[[i]])
### sapply ##
## Not working because vector elements are not strings
sapply(c(1,11), function(i) TEST[[i]], simplify = F)
## Working with the casting trick
sapply(as.character(c(1,11)), function(i) TEST[[as.numeric(i)]], simplify = F)
## Cleaner, using names with sapply:
names(TEST) <- LETTERS[26:15]
sapply(names(TEST)[c(1,11)], function(name) TEST[[name]], simplify = F)
I believe that lapply
by default keeps the names attribute of whatever you are iterating over. When you store the names of myList
in n
, that vector no longer has any "names". So if you add that back in via,
names(n) <- names(myList)
and the use lapply
as before, you should get the desired result.
Edit
My brains a bit foggy this morning. Here's another, perhaps more convenient, option:
sapply(n,FUN = ...,simplify = FALSE,USE.NAMES = TRUE)
I was groping about, confused that lapply
didn't have a USE.NAMES
argument, and then I actually looked at the code for sapply
and realized I was being silly, and this was probably a better way to go.
imap()
from the purrr
package is nice for your problem.
library(purrr)
mylist <- list(foo1=1:10,foo2=11:20)
imap(mylist, function(x, y) mean(x)) ## x is the value, y is the name
or you can use a more compact version of imap:
imap(mylist, ~ mean(.x))
Note that you can use variations of imap_xxx depending on the type of vector you want:
imap_dbl(mylist, ~ mean(.x)) ## will return a named numeric vector.
the setNames
function is a useful shortcut here
mylist <- list(a = TRUE, foo = LETTERS[1:3], baz = 1:5)
n <- names(mylist)
mynewlist <- lapply(setNames(n, n), function(nameindex) {mylist[[nameindex]]})
which preserves the names
> mynewlist
$a
[1] TRUE
$foo
[1] "A" "B" "C"
$baz
[1] 1 2 3 4 5