我怎样才能从宽到长重新排列一个列表呢

时间:2022-09-16 11:26:15

I have a list of list with common structure

我有一个具有公共结构的列表

require(data.table)
l <- list(a1 = list(b=data.table(rnorm(3)), c=data.table(rnorm(3)), d=data.table(rnorm(3))),
          a2 = list(b=data.table(rnorm(3)), c=data.table(rnorm(3)), d=data.table(rnorm(3))))

Sometimes it is easier for lapply to change the structure to go from a 2x3 list to a 3x2 list like:

有时,lapply更容易将结构从2x3列表改为3x2列表,比如:

+a1---b         +b---a1
   ---c           ---a2
   ---d         +c---a1
+a2---b    to     ---a2
   ---c         +d---a1
   ---d           ---a2

Is there an idiomatic way to do this ?

有没有一种惯用的方法来做到这一点?

Can it be done without copying over all the tables (that may be very big) ?

是否可以在不复制所有表(可能非常大)的情况下完成?

1 个解决方案

#1


3  

I think purrr::transpose() is what you are looking for.

我认为purrr::转置()是你正在寻找的。

(ll = purrr::transpose(l))
# $b
# $b$a1
#            V1
# 1: -0.9615584
# 2: -0.8849469
# 3:  0.4831375
# 
# $b$a2
#            V1
# 1:  0.4634884
# 2: -0.7079083
# 3: -0.4366986
# 
# 
# $c
# $c$a1
#            V1
# 1:  0.4710617
# 2: -0.4927592
# 3: -1.3484420
# 
# $c$a2
#            V1
# 1: -0.4547821
# 2:  0.5752723
# 3:  0.6272826
# 
# 
# $d
# $d$a1
#             V1
# 1:  0.80827129
# 2: -0.03640465
# 3: -1.89417912
# 
# $d$a2
#            V1
# 1:  0.1844341
# 2:  0.4557670
# 3: -0.5714462

Checking the dimensions:

检查维度:

length(ll)
# [1] 3
sapply(ll, length)
# b c d 
# 2 2 2 

It looks like its implemented in C so my guess is efficiency is fairly well-optimized and unnecessary copying is minimized.

它看起来像是在C语言中实现的,所以我认为效率是相当优化的,不必要的复制被最小化了。

#1


3  

I think purrr::transpose() is what you are looking for.

我认为purrr::转置()是你正在寻找的。

(ll = purrr::transpose(l))
# $b
# $b$a1
#            V1
# 1: -0.9615584
# 2: -0.8849469
# 3:  0.4831375
# 
# $b$a2
#            V1
# 1:  0.4634884
# 2: -0.7079083
# 3: -0.4366986
# 
# 
# $c
# $c$a1
#            V1
# 1:  0.4710617
# 2: -0.4927592
# 3: -1.3484420
# 
# $c$a2
#            V1
# 1: -0.4547821
# 2:  0.5752723
# 3:  0.6272826
# 
# 
# $d
# $d$a1
#             V1
# 1:  0.80827129
# 2: -0.03640465
# 3: -1.89417912
# 
# $d$a2
#            V1
# 1:  0.1844341
# 2:  0.4557670
# 3: -0.5714462

Checking the dimensions:

检查维度:

length(ll)
# [1] 3
sapply(ll, length)
# b c d 
# 2 2 2 

It looks like its implemented in C so my guess is efficiency is fairly well-optimized and unnecessary copying is minimized.

它看起来像是在C语言中实现的,所以我认为效率是相当优化的,不必要的复制被最小化了。