How to convert a huge list-of-vector to a matrix more efficiently

Question

I have a list of length 130 000 where each element is a character vector of length 110  I would like to convert this list to a matrix with dimension 1 430 000 10  How can I do it more efficiently   My code is    output NULL for i in 1 length z      output rbind output                matrix z  i   ncol 10 byrow TRUE

User · Answer

You can also use   output  lt - as matrix as data frame z     The memory usage is very similar to  output  lt - matrix unlist z   ncol   10  byrow   TRUE    Which can be verified  with mem changed   from library pryr

User · Answer

I think you want  output  lt - do call rbind lapply z matrix ncol 10 byrow TRUE     i e  combining  BlueMagister s use of do call rbind      with an lapply statement to convert the individual list elements into 11 10 matrices      Benchmarks  showing  flodel s unlist solution is 5x faster than mine  and 230x faster than the original approach       n  lt - 1000 z  lt - replicate n matrix 1 110 ncol 10 byrow TRUE  simplify FALSE  library rbenchmark  origfn  lt - function z        output  lt - NULL      for i in 1 length z           output lt - rbind output matrix z  i   ncol 10 byrow TRUE     rbindfn  lt - function z  do call rbind lapply z matrix ncol 10 byrow TRUE   unlistfn  lt - function z  matrix unlist z   ncol   10  byrow   TRUE               test replications elapsed relative user self sys self     1   origfn z           100  36 467  230 804    34 834    1 540      2  rbindfn z           100   0 713    4 513     0 708    0 012     3 unlistfn z           100   0 158    1 000     0 144    0 008    If this scales appropriately  i e  you don t run into memory problems   the full problem would take about 130 0 2 seconds   26 seconds on a comparable machine  I did this on a 2-year-old MacBook Pro

User · Answer

This should be equivalent to your current code  only a lot faster   output  lt - matrix unlist z   ncol   10  byrow   TRUE

User · Answer

It would help to have sample information about your output  Recursively using rbind on bigger and bigger things is not recommended  My first guess at something that would help you   z  lt - list 1 3 4 6 7 9  do call rbind z    See a related question for more efficiency  if needed

User · Answer

you can use as matrix as below   output  lt - as matrix z

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