rbind() returning an odd result
This has all the signs of being something that's so trivially stupid that I'll regret asking it in a public forum, but I've now stumped a few people on it so c'est la vie.
I'm running the following block of code, and not getting the result that I expect:
zz <- list(a=list('a', 'b', 'c', 'd'), b=list('f', 'g', '2', '1'),
c=list('t', 'w', 'x', '6'))
padMat <- do.call('cbind', zz)
headMat <- matrix(c(col开发者_运维问答names(padMat), rep('foo', ncol(padMat))), nrow=2, byrow=TRUE)
rbind(headMat, padMat)
I had expected:
a b c
foo foo foo
a f t
b g w
c 2 x
d 1 6
Instead I'm getting:
a b c
a f t
b g w
c 2 x
d 1 6
NULL NULL NULL
It appears that it's filling in the upper part of the rbind by row, and then adding a row of NULL values at the end.
A couple of notes:
This works AOK as long as headMat is a single row
To double check, I also got rid of the dimnames for padMat, this wasn't affecting things
Another thought was that it somehow had to do with the byrow=TRUE, but the same behavior happens if you take that out
padMat
is a list (with a dim attribute), not what you usually think of as a matrix.
> padMat <- do.call('cbind', zz)
> str(padMat)
List of 12
$ : chr "a"
$ : chr "b"
$ : chr "c"
$ : chr "d"
$ : chr "f"
$ : chr "g"
$ : chr "2"
$ : chr "1"
$ : chr "t"
$ : chr "w"
$ : chr "x"
$ : chr "6"
- attr(*, "dim")= int [1:2] 4 3
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:3] "a" "b" "c"
I suspect you want something like:
> padMat <- do.call(cbind,lapply(zz,c,recursive=TRUE))
> str(padMat)
chr [1:4, 1:3] "a" "b" "c" "d" "f" "g" "2" "1" "t" "w" ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:3] "a" "b" "c"
The lesson here is, "str
is your friend." :)
The problem appears to stem from the fact that padMat
is a strange matrix. R reports that is a list of 12 with dimensions:
R> str(padMat)
List of 12
$ : chr "a"
$ : chr "b"
$ : chr "c"
$ : chr "d"
$ : chr "f"
$ : chr "g"
$ : chr "2"
$ : chr "1"
$ : chr "t"
$ : chr "w"
$ : chr "x"
$ : chr "6"
- attr(*, "dim")= int [1:2] 4 3
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:3] "a" "b" "c"
That appears to be the source of the problem, as recasting as a matrix works:
R> rbind(headMat, matrix(unlist(padMat), ncol = 3))
[,1] [,2] [,3]
[1,] "a" "b" "c"
[2,] "foo" "foo" "foo"
[3,] "a" "f" "t"
[4,] "b" "g" "w"
[5,] "c" "2" "x"
[6,] "d" "1" "6"
Others have correctly pointed out the fact that padMat
had mode list
, which if you look at the docs for rbind and cbind, is bad:
In the default method, all the vectors/matrices must be atomic (see vector) or lists.
That's why the do.call
works, since the elements of zz
are themselves lists. If you change the definition of zz
to the following:
zz <- list(a=c('a', 'b', 'c', 'd'), b=c('f', 'g', '2', '1'),
c=c('t', 'w', 'x', '6'))
the code works as expected.
More insight can be had, I think, from this nugget also in the docs for rbind and cbind:
The type of a matrix result determined from the highest type of any of the inputs
in the hierarchy raw < logical < integer < real < complex < character < list .
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