R help - Aug 2009 - Is there a summary on different version of 'apply' functions? What is the meaning of the prefixes?

Hi,

There are quiet a few different 'apply' functions, such as lapply,
sapply and many more. I'm very familiar with the 'Apply' function in
Mathematica. Can somebody point me a summary of all the 'apply'
functions in R. Also, I'm curious that what 'l' and 's' (and
other
prefixes) stand for in 'lapply' and 'sapply'

Regards,
Peng

?help.search

help.search("apply")

Problem is, various packages have added their own apply-type functions; so
what you get depends on what packages you have downloaded.

Bert Gunter
Genentech Nonclinical Biostatisics

-----Original Message-----
From: r-help-bounces at r-project.org [mailto:r-help-bounces at r-project.org]
On
Behalf Of Peng Yu
Sent: Tuesday, August 11, 2009 1:09 PM
To: r-help at stat.math.ethz.ch
Subject: [R] Is there a summary on different version of 'apply'
functions?What is the meaning of the prefixes?

Hi,

There are quiet a few different 'apply' functions, such as lapply,
sapply and many more. I'm very familiar with the 'Apply' function in
Mathematica. Can somebody point me a summary of all the 'apply'
functions in R. Also, I'm curious that what 'l' and 's' (and
other
prefixes) stand for in 'lapply' and 'sapply'

Regards,
Peng

______________________________________________
R-help at r-project.org mailing list
https://stat.ethz.ch/mailman/listinfo/r-help
PLEASE do read the posting guide http://www.R-project.org/posting-guide.html
and provide commented, minimal, self-contained, reproducible code.

> -----Original Message-----
> From: r-help-bounces at r-project.org 
> [mailto:r-help-bounces at r-project.org] On Behalf Of Peng Yu
> Sent: Tuesday, August 11, 2009 1:09 PM
> To: r-help at stat.math.ethz.ch
> Subject: [R] Is there a summary on different version of 
> 'apply' functions?What is the meaning of the prefixes?
> 
> Hi,
> 
> There are quiet a few different 'apply' functions, such as lapply,
> sapply and many more. I'm very familiar with the 'Apply'
function in
> Mathematica. Can somebody point me a summary of all the 'apply'
> functions in R. Also, I'm curious that what 'l' and 's'
(and other
> prefixes) stand for in 'lapply' and 'sapply'
The 'traditional' apply functions (from S) are
   lapply(X,FUN,...): apply FUN to each element of a vector X and return
       the results results as a list of the returned values.  'l' is for
the
       return value being a list.
   sapply(X,FUN,...): like lapply(), but also try to 'simplify' the
returned
       value.  E.g., if all values in the output list are scalar
numerics,
       collapse the result to a numeric vector or if all are numerics of
       the same length, collapse it to a matrix.  The 's' is for
simplify.
   apply(X,MARGIN,FUN,...): apply FUN to slices of multiway array X
       and 'simplify' the results in the manner of sapply.  It has no
prefix,
       probably because it was the first one written.
   tapply(X,INDICES,FUN,...): INDICES is a list of k vectors, each the
        length of X.  Compute the list split(X,INDICES), call lapply on
that list,
        and reformat the result into a k dimensional table of return
values
        of FUN.  't' is for the table format of the output.

R has mapply(FUN, x1, x2, ..., xn) where the vectors x1,...,xn are
expanded
to the length of the longest and FUN is a function of n variables.  It
calls FUN(x1[[i]],x2[[i]],...,xn[[i]]) for i in 1:length(longestX).  You
can choose
whether the result should be 'simplified' or not.  The 'm' is
for
'multiple
arguments'.

R has eapply(env, FUN, ...), which applies FUN to every object in the
environment env.  'e' is for the input 'environment'.

R and Splus have rapply, which calls FUN on every element of the list
passed to it, and if the element is also a list recursively descend into
it.  The 'r' is for for the 'recursive' nature of the
application.

Note that the letters before 'apply' sometimes refer to the nature of
the output, sometimes to the nature of the input, sometimes to
the nature of the the subsetting, and sometimes to history.

There are lots of specialized *apply functions in the packages.
 
Bill Dunlap
TIBCO Software Inc - Spotfire Division
wdunlap tibco.com 
> Regards,
> Peng
> 
> ______________________________________________
> R-help at r-project.org mailing list
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide 
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>

You might also want to have a look at the plyr package,
http://had.co.nz/plyr.  This package is an attempt to
standardise and make consistent the various common uses of apply and friends.

Hadley

On Tue, Aug 11, 2009 at 3:09 PM, Peng Yu<pengyu.ut at gmail.com>
wrote:
> Hi,
>
> There are quiet a few different 'apply' functions, such as lapply,
> sapply and many more. I'm very familiar with the 'Apply'
function in
> Mathematica. Can somebody point me a summary of all the 'apply'
> functions in R. Also, I'm curious that what 'l' and 's'
(and other
> prefixes) stand for in 'lapply' and 'sapply'
>
> Regards,
> Peng
>
> ______________________________________________
> R-help at r-project.org mailing list
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>


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