Travers Ching
2019-Jan-15 20:50 UTC
[Rd] Objectsize function visiting every element for alt-rep strings
I have a toy alt-rep string package that generates randomly seeded strings. example: library(altstringisode) x <- altrandomStrings(1e8) head(x) [1] "2PN0bdwPY7CA8M06zVKEkhHgZVgtV1" "5PN2qmWqBlQ9wQj99nsQzldVI5ZuGX" ... etc object.size(1e8) Object.size will call the set_altstring_Elt_method for every single element, materializing (slowly) every element of the vector. This is a problem mostly in R-studio since object.size is called automatically, defeating the purpose of alt-rep. Is there a way to avoid the problem of forced materialization in rstudio? PS: Is there a way to tell if a post has been received by the mailing list? How long does it take to show up in the archives?
Gabriel Becker
2019-Jan-18 22:49 UTC
[Rd] Objectsize function visiting every element for alt-rep strings
Travers, Great to hear you're trying out the ALTREP stuff, good on you :). Did you mean the get_altstring_Elt_method? I see the code in size.c within utils that grabs each element, but I don't see any setting (and the setters are noops currently anyway they just do things the old way). One thing we have to decide is what object.size means for an altrep. I tend to think it should mean the size of the alternative representation currently in use in memory, but I see that a small note in ?object.size indicates that size of objects with compact internal representations may be overestimated, so technically this is "as currently documented". The "we" here, of course, is the R-core team so we'll have to see how they feel on the matter. As for what to do about it, one possibility is to add an object.size method to the ALTREP method table that gets called if object.size is called on an ALTREP object. In this case, it would be up to the class to define an appropriate object.size method. That would be relatively easy to do from a technical standpoint on R's side, but what comes out of object.size would be a bit "Wild West-y", without the consistency and correctness guarantees one might expect from a function in utils. Another option is to to have object.size recurse to calling object.size on the two parts (SEXPS which together make up a CONS cell, I believe) that make up an ALTREP internally. Roughly speaking one of these is usually the alternative representation while the other is the spot to put an object with the traditional representation if the payload is ever fully materialized in an altrep-unsafe way - e.g., C code grabs a writable dataptr via INTEGER, REAL, DATAPTR, etc. Note there are exceptions to what I said above, though,such as the wrapper ALTREP classes which always have the parent object (typically a traditionally laid-out vector), because the "alternative representation" part is strictly a metadata annotation in that case and contains no representation of the payload data for those classes. In this second case the result of object.size would be consistent across all ALTREP classes, but in both cases the result of object.size would no longer give any information about the size of a vector *payload*. This is consistent with how object.size deals with external pointers now, but could lead to some surprise in the case of vectors which the end user may not even know are ALTREPs. Thoughts from anyone else on this list? Anyway, thanks for pointing this out. I'll talk with Luke and see what makes sense to do here. Best, ~G On Wed, Jan 16, 2019 at 3:49 AM Travers Ching <traversc at gmail.com> wrote:> I have a toy alt-rep string package that generates randomly seeded strings. > > example: > library(altstringisode) > x <- altrandomStrings(1e8) > head(x) > [1] "2PN0bdwPY7CA8M06zVKEkhHgZVgtV1" "5PN2qmWqBlQ9wQj99nsQzldVI5ZuGX" ... > etc > object.size(1e8) > > Object.size will call the set_altstring_Elt_method for every single > element, materializing (slowly) every element of the vector. This is > a problem mostly in R-studio since object.size is called > automatically, defeating the purpose of alt-rep. > > Is there a way to avoid the problem of forced materialization in rstudio? > > PS: Is there a way to tell if a post has been received by the mailing > list? How long does it take to show up in the archives? > > ______________________________________________ > R-devel at r-project.org mailing list > https://stat.ethz.ch/mailman/listinfo/r-devel >[[alternative HTML version deleted]]
Travers Ching
2019-Jan-19 20:14 UTC
[Rd] Objectsize function visiting every element for alt-rep strings
Thanks for the detailed response, Gabriel! I think that an object_size alt-rep method that package developers need to implement might be hard to get right. One alternative could be an alt-rep method that returns the number of bytes/characters in a given string element since I believe the object size of a CHARSXP depends only on string length? I think two optional alt-string methods would be nice: `alt_string_elt_nchars` -- for the `nchar` function in R `alt_string_elt_nbytes` -- for `object.size` (which might be different than nchars due to encoding) Also since it's an issue that mainly affects R-studio, I started an issue on their github, and it sounds like they'll avoid calling object.size on alt-rep objects automatically. That would fix the main problem I've been having. Thanks, Travers On Fri, Jan 18, 2019 at 2:49 PM Gabriel Becker <gabembecker at gmail.com> wrote:> > Travers, > > Great to hear you're trying out the ALTREP stuff, good on you :). > > Did you mean the get_altstring_Elt_method? I see the code in size.c within utils that grabs each element, but I don't see any setting (and the setters are noops currently anyway they just do things the old way). > > One thing we have to decide is what object.size means for an altrep. I tend to think it should mean the size of the alternative representation currently in use in memory, but I see that a small note in ?object.size indicates that size of objects with compact internal representations may be overestimated, so technically this is "as currently documented". The "we" here, of course, is the R-core team so we'll have to see how they feel on the matter. > > As for what to do about it, one possibility is to add an object.size method to the ALTREP method table that gets called if object.size is called on an ALTREP object. In this case, it would be up to the class to define an appropriate object.size method. That would be relatively easy to do from a technical standpoint on R's side, but what comes out of object.size would be a bit "Wild West-y", without the consistency and correctness guarantees one might expect from a function in utils. > > Another option is to to have object.size recurse to calling object.size on the two parts (SEXPS which together make up a CONS cell, I believe) that make up an ALTREP internally. Roughly speaking one of these is usually the alternative representation while the other is the spot to put an object with the traditional representation if the payload is ever fully materialized in an altrep-unsafe way - e.g., C code grabs a writable dataptr via INTEGER, REAL, DATAPTR, etc. Note there are exceptions to what I said above, though,such as the wrapper ALTREP classes which always have the parent object (typically a traditionally laid-out vector), because the "alternative representation" part is strictly a metadata annotation in that case and contains no representation of the payload data for those classes. > > In this second case the result of object.size would be consistent across all ALTREP classes, but in both cases the result of object.size would no longer give any information about the size of a vector payload. This is consistent with how object.size deals with external pointers now, but could lead to some surprise in the case of vectors which the end user may not even know are ALTREPs. > > Thoughts from anyone else on this list? > > Anyway, thanks for pointing this out. I'll talk with Luke and see what makes sense to do here. > > Best, > ~G > > On Wed, Jan 16, 2019 at 3:49 AM Travers Ching <traversc at gmail.com> wrote: >> >> I have a toy alt-rep string package that generates randomly seeded strings. >> >> example: >> library(altstringisode) >> x <- altrandomStrings(1e8) >> head(x) >> [1] "2PN0bdwPY7CA8M06zVKEkhHgZVgtV1" "5PN2qmWqBlQ9wQj99nsQzldVI5ZuGX" ... etc >> object.size(1e8) >> >> Object.size will call the set_altstring_Elt_method for every single >> element, materializing (slowly) every element of the vector. This is >> a problem mostly in R-studio since object.size is called >> automatically, defeating the purpose of alt-rep. >> >> Is there a way to avoid the problem of forced materialization in rstudio? >> >> PS: Is there a way to tell if a post has been received by the mailing >> list? How long does it take to show up in the archives? >> >> ______________________________________________ >> R-devel at r-project.org mailing list >> https://stat.ethz.ch/mailman/listinfo/r-devel
Martin Maechler
2019-Jan-21 09:02 UTC
[Rd] Objectsize function visiting every element for alt-rep strings
>>>>> Travers Ching >>>>> on Tue, 15 Jan 2019 12:50:45 -0800 writes:> I have a toy alt-rep string package that generates > randomly seeded strings. example: library(altstringisode) > x <- altrandomStrings(1e8) head(x) [1] > "2PN0bdwPY7CA8M06zVKEkhHgZVgtV1" > "5PN2qmWqBlQ9wQj99nsQzldVI5ZuGX" ... etc object.size(1e8) > Object.size will call the set_altstring_Elt_method for > every single element, materializing (slowly) every element > of the vector. This is a problem mostly in R-studio since > object.size is called automatically, defeating the purpose > of alt-rep. Hmm. But still, the idea had been that object.size() *shuld* return the size of the "de-ALTREP'ed" object *but* should not de-ALTREP it. That's what happens for integers, but indeed fails to happen for such as.character(.)ed integers.>From my eRum presentation (which took from the official ALTREP documentationhttps://svn.r-project.org/R/branches/ALTREP/ALTREP.html ) : > x <- 1:1e15 > object.size(x) # 8000'000'000'000'048 bytes : 8000 TBytes -- ok, not really 8000000000000048 bytes > is.unsorted(x) # FALSE : i.e., R's *knows* it is sorted [1] FALSE > xs <- sort(x) # > .Internal(inspect(x)) @80255f8 14 REALSXP g0c0 [NAM(7)] 1 : 1000000000000000 (compact) > > cx <- as.character(x) > .Internal(inspect(cx)) @80485d8 16 STRSXP g0c0 [NAM(1)] <deferred string conversion> @80255f8 14 REALSXP g1c0 [MARK,NAM(7)] 1 : 1000000000000000 (compact) > system.time( print(object.size(x)), gc=FALSE) 8000000000000048 bytes user system elapsed 0.000 0.000 0.001 > system.time( print(object.size(cx)), gc=FALSE) Error: cannot allocate vector of size 8388608.0 Gb Timing stopped at: 11.43 0 11.46 > One could consider it a bug that object.size(cx) is indeed inspecting every string, i.e., accessing cx[i] for all i. Note that it is *not* deALTREPing cx itself :> x <- 1:1e6 > cx <- as.character(x) > .Internal(inspect(cx))@7f5b1a0 16 STRSXP g0c0 [NAM(1)] <deferred string conversion> @7f5adb0 13 INTSXP g0c0 [NAM(7)] 1 : 1000000 (compact)> system.time( print(object.size(cx)), gc=FALSE)64000048 bytes user system elapsed 0.369 0.005 0.374> .Internal(inspect(cx))@7f5b1a0 16 STRSXP g0c0 [NAM(7)] <deferred string conversion> @7f5adb0 13 INTSXP g0c0 [NAM(7)] 1 : 1000000 (compact)>> Is there a way to avoid the problem of forced > materialization in rstudio? > PS: Is there a way to tell if a post has been received by > the mailing list? How long does it take to show up in the > archives? [ that (waiting time) distribution is quite right skewed... I'd guess it's median to be less than 10 minutes... but we had artificially delayed it somewhat in the past to fight spammers, and ETH (the hosting instituttion) and others have increased spam and virus filtering so everything has become quite a bit slower ]
Tierney, Luke
2019-Jan-22 16:21 UTC
[Rd] Objectsize function visiting every element for alt-rep strings
On Mon, 21 Jan 2019, Martin Maechler wrote:>>>>>> Travers Ching >>>>>> on Tue, 15 Jan 2019 12:50:45 -0800 writes: > > > I have a toy alt-rep string package that generates > > randomly seeded strings. example: library(altstringisode) > > x <- altrandomStrings(1e8) head(x) [1] > > "2PN0bdwPY7CA8M06zVKEkhHgZVgtV1" > > "5PN2qmWqBlQ9wQj99nsQzldVI5ZuGX" ... etc object.size(1e8) > > > Object.size will call the set_altstring_Elt_method for > > every single element, materializing (slowly) every element > > of the vector. This is a problem mostly in R-studio since > > object.size is called automatically, defeating the purpose > > of alt-rep.There is no sensible way in general to figure out how large the strings would be without computing them. There might be specifically for a deferred sequence conversion but it would require a fair bit of effort to figure out that would be better spent elsewhere. I've never been a big fan of object.size since what it is trying to compute isn't very well defined in the context of sharing and possible internal state changes (even before ALTREP byte code compilation could change the internals of a function [which object.size sees] and assigning into environments or evaluating promises can change environments [which object.size ignores]). The issue is not unlike the one faced by identical(), which has a bunch of options for the different ways objects can be identical, and might need even more. We could in general have object.size for and ALTREP return the object.size results of the current internal representation, but that might not always be appropriate. Again, what object.size is trying to compute isn't very well defined. RStudio does seem to call object.size on every assignment to .GlobalEnv. That might be worth revisiting. Best, luke> > Hmm. But still, the idea had been that object.size() *shuld* > return the size of the "de-ALTREP'ed" object *but* should not > de-ALTREP it. > That's what happens for integers, but indeed fails to happen for > such as.character(.)ed integers. > > From my eRum presentation (which took from the official ALTREP documentation > https://svn.r-project.org/R/branches/ALTREP/ALTREP.html ) : > > > x <- 1:1e15 > > object.size(x) # 8000'000'000'000'048 bytes : 8000 TBytes -- ok, not really > 8000000000000048 bytes > > is.unsorted(x) # FALSE : i.e., R's *knows* it is sorted > [1] FALSE > > xs <- sort(x) # > > .Internal(inspect(x)) > @80255f8 14 REALSXP g0c0 [NAM(7)] 1 : 1000000000000000 (compact) > > > > > cx <- as.character(x) > > .Internal(inspect(cx)) > @80485d8 16 STRSXP g0c0 [NAM(1)] <deferred string conversion> > @80255f8 14 REALSXP g1c0 [MARK,NAM(7)] 1 : 1000000000000000 (compact) > > system.time( print(object.size(x)), gc=FALSE) > 8000000000000048 bytes > user system elapsed > 0.000 0.000 0.001 > > system.time( print(object.size(cx)), gc=FALSE) > Error: cannot allocate vector of size 8388608.0 Gb > Timing stopped at: 11.43 0 11.46 > > > > One could consider it a bug that object.size(cx) is indeed > inspecting every string, i.e., accessing cx[i] for all i. > Note that it is *not* deALTREPing cx itself : > >> x <- 1:1e6 >> cx <- as.character(x) >> .Internal(inspect(cx)) > > @7f5b1a0 16 STRSXP g0c0 [NAM(1)] <deferred string conversion> > @7f5adb0 13 INTSXP g0c0 [NAM(7)] 1 : 1000000 (compact) >> system.time( print(object.size(cx)), gc=FALSE) > 64000048 bytes > user system elapsed > 0.369 0.005 0.374 >> .Internal(inspect(cx)) > @7f5b1a0 16 STRSXP g0c0 [NAM(7)] <deferred string conversion> > @7f5adb0 13 INTSXP g0c0 [NAM(7)] 1 : 1000000 (compact) >> > > > Is there a way to avoid the problem of forced > > materialization in rstudio? > > > PS: Is there a way to tell if a post has been received by > > the mailing list? How long does it take to show up in the > > archives? > > [ that (waiting time) distribution is quite right skewed... I'd > guess it's median to be less than 10 minutes... but we had > artificially delayed it somewhat in the past to fight > spammers, and ETH (the hosting instituttion) and others have > increased spam and virus filtering so everything has become > quite a bit slower ] > > ______________________________________________ > R-devel at r-project.org mailing list > https://stat.ethz.ch/mailman/listinfo/r-devel >-- Luke Tierney Ralph E. Wareham Professor of Mathematical Sciences University of Iowa Phone: 319-335-3386 Department of Statistics and Fax: 319-335-3017 Actuarial Science 241 Schaeffer Hall email: luke-tierney at uiowa.edu Iowa City, IA 52242 WWW: http://www.stat.uiowa.edu
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