extract_list: Find and Extract / Subset List Elements

In collapse: Advanced and Fast Data Transformation

Find and Extract / Subset List Elements

Description

A suite of functions to subset or extract from (potentially complex) lists and list-like structures. Subsetting may occur according to certain data types, using identifier functions, element names or regular expressions to search the list for certain objects.

• atomic_elem and list_elem are non-recursive functions to extract and replace the atomic and sub-list elements at the top-level of the list tree.

• reg_elem is the recursive equivalent of atomic_elem and returns the 'regular' part of the list - with atomic elements in the final nodes. irreg_elem returns all the non-regular elements (i.e. call and terms objects, formulas, etc...). See Examples.

• get_elem returns the part of the list responding to either an identifier function, regular expression, exact element names or indices applied to all final objects. has_elem checks for the existence of an element and returns TRUE if a match is found. See Examples.

Usage

## Non-recursive (top-level) subsetting and replacing
atomic_elem(l, return = "sublist", keep.class = FALSE)
atomic_elem(l) <- value
list_elem(l, return = "sublist", keep.class = FALSE)
list_elem(l) <- value

## Recursive separation of regular (atomic) and irregular (non-atomic) parts
reg_elem(l, recursive = TRUE, keep.tree = FALSE, keep.class = FALSE)
irreg_elem(l, recursive = TRUE, keep.tree = FALSE, keep.class = FALSE)

## Extract elements / subset list tree
get_elem(l, elem, recursive = TRUE, DF.as.list = FALSE, keep.tree = FALSE,
         keep.class = FALSE, regex = FALSE, invert = FALSE, ...)

## Check for the existence of elements
has_elem(l, elem, recursive = TRUE, DF.as.list = FALSE, regex = FALSE, ...)

Arguments

l	a list.
value	a list of the same length as the extracted subset of l.
elem	a function returning TRUE or FALSE when applied to elements of l, or a character vector of element names or regular expressions (if regex = TRUE). get_elem also supports a vector or indices which will be used to subset all final objects.
return	an integer or string specifying what the selector function should return. The options are: Int. String Description 1 "sublist" subset of list (default) 2 "names" column names 3 "indices" column indices 4 "named_indices" named column indices 5 "logical" logical selection vector 6 "named_logical" named logical vector Note: replacement functions only replace data, names are replaced together with the data.
recursive	logical. Should the list search be recursive (i.e. go though all the elements), or just at the top-level?
DF.as.list	logical. TRUE treats data frames like (sub-)lists; FALSE like atomic elements.
keep.tree	logical. TRUE always returns the entire list tree leading up to all matched results, while FALSE drops the top-level part of the tree if possible.
keep.class	logical. For objects: should the class be retained?
regex	logical. Should regular expression search be used on the list names, or only exact matches?
invert	logical. Invert search i.e. exclude matched elements from the list?
...	further arguments to grep (if regex = TRUE).

Details

For a lack of better terminology, collapse defines 'regular' R objects as objects that are either atomic or a list. reg_elem with recursive = TRUE extracts the subset of the list tree leading up to atomic elements in the final nodes. This part of the list tree is unlistable - calling is_unlistable(reg_elem(l)) will be TRUE for all lists l. Conversely, all elements left behind by reg_elem will be picked up be irreg_elem. Thus is_unlistable(irreg_elem(l)) is always FALSE for lists with irregular elements (otherwise irreg_elem returns an empty list).

If keep.tree = TRUE, reg_elem, irreg_elem and get_elem always return the entire list tree, but cut off all of the branches not leading to the desired result. If keep.tree = FALSE, top-level parts of the tree are omitted as far as possible. For example in a nested list with three levels and one data-matrix in one of the final branches, get_elem(l, is.matrix, keep.tree = TRUE) will return a list (lres) of depth 3, from which the matrix can be accessed as lres[[1]][[1]][[1]]. This however does not make much sense. get_elem(l, is.matrix, keep.tree = FALSE) will therefore figgure out that it can drop the entire tree and return just the matrix. keep.tree = FALSE makes additional optimizations if matching elements are at far-apart corners in a nested structure, by only preserving the hierarchy if elements are above each other on the same branch. Thus for a list l <- list(list(2,list("a",1)),list(1,list("b",2))) calling get_elem(l, is.character) will just return list("a","b").

See Also

List Processing, Collapse Overview

Examples

m <- qM(mtcars)
get_elem(list(list(list(m))), is.matrix)
get_elem(list(list(list(m))), is.matrix, keep.tree = TRUE)

l <- list(list(2,list("a",1)),list(1,list("b",2)))
has_elem(l, is.logical)
has_elem(l, is.numeric)
get_elem(l, is.character)
get_elem(l, is.character, keep.tree = TRUE)

l <- lm(mpg ~ cyl + vs, data = mtcars)
str(reg_elem(l))
str(irreg_elem(l))
get_elem(l, is.matrix)
get_elem(l, "residuals")
get_elem(l, "fit", regex = TRUE)
has_elem(l, "tol")
get_elem(l, "tol")

collapse documentation built on Nov. 13, 2023, 1:08 a.m.