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Determine level of nesting in R?

Tags:

list

r

nested

Is there an easy way (i.e. a function) to determine the level of nesting in list? I know there is str which can be used to get this information. But is there something that simply gives back the result? And can I use such a function to get the names of all levels of alist (recursively) ?

like image 700
Matt Bannert Avatar asked Nov 17 '12 17:11

Matt Bannert


3 Answers

A little recursive function can do this for you:

depth <- function(this,thisdepth=0){
  if(!is.list(this)){
    return(thisdepth)
  }else{
    return(max(unlist(lapply(this,depth,thisdepth=thisdepth+1))))    
  }
}

If you've got package:testthat, here's a test set:

l1=list(1,2,3)
l2=list(1,2,l1,4)
l3=list(1,l1,l2,5)

require(testthat)
expect_equal(depth(l1),1)
expect_equal(depth(l2),2)
expect_equal(depth(l3),3)

Apologies for using lower-case L in variable names. Readability fail.

like image 181
Spacedman Avatar answered Oct 20 '22 12:10

Spacedman


You can now use depth() from the purrr package!

Note: currently the function is part of the development version of purrr but will become part of the official CRAN version once the package gets a version bump

like image 39
Manuel R Avatar answered Oct 20 '22 11:10

Manuel R


If all elements are named, you could use this (from the code of unlist):

mylist <- list(a=list(x=1),b=list(c=list(y=c(2,3)),d=c("a","b")))
names(.Internal(unlist(mylist, TRUE, TRUE)))
#[1] "a.x"    "b.c.y1" "b.c.y2" "b.d1"   "b.d2" 
like image 2
Roland Avatar answered Oct 20 '22 11:10

Roland