Hi Guille/Ben - I got a quick moment to try the SpaceTally (aside: it seems 
very convoluted to load a single package into the image, I was trying to avoid 
having to create a baselineOf for something so simple - I ended up with:

repo := MCFileTreeRepository new directory: './bootstrap' asFileReference.
version := repo loadVersionFromFileNamed: 'Tool-Profilers.package'.
version load.

Anyway - in my minimal image, like in the fat image there seems to be a 
surprising amount of bytestrings (4mb worth?). I think that might need some 
digging into? It seems like a lot somehow. Although Ben’s neat experiment of 
zipping strings shows that’s not a real route.

In a deployed minimal image - maybe I can get rid of some other things like 
MethodChangeRecords or MCMethodDefiniion’s (but they are smaller wins - but 
noticeable)

Class                                          code space # instances  inst 
space     percent   inst average size
ByteString                                           2640       37365       
4823848       21.50              129.10
Array                                                3742       53002       
3961944       17.60               74.75
CompiledMethod                                      19159       30481       
2912968       13.00               95.57
Association                                          1148       58348       
1867136        8.30               32.00
MethodChangeRecord                                    431       34312       
1097984        4.90               32.00
ByteArray                                            4605         290        
908728        4.00             3133.54
ByteSymbol                                           1698       22689        
840168        3.70               37.03
IdentitySet                                           408       19076        
610432        2.70               32.00
MethodDictionary                                     3310        3520        
608688        2.70              172.92
WeakArray                                            1758        3024        
597824        2.70              197.69
MCMethodDefinition                                   4318        6659        
426176        1.90               64.00
Protocol                                             1679        8382        
268224        1.20               32.00
OrderedCollection                                    6555        5509        
220360        1.00               40.00 

As an aside - my Gitlab project is public, the scripts that load things up are 
in ./scripts (build.sh, and minimal.st <http://minimal.st/> and loadlocal.st 
<http://loadlocal.st/>)

Tim

> On 15 Aug 2017, at 08:02, Guillermo Polito <guillermopol...@gmail.com> wrote:
> 
> 
> 
> On Mon, Aug 14, 2017 at 4:42 PM, Tim Mackinnon <tim@testit.works 
> <mailto:tim@testit.works>> wrote:
> Hi Guille - just running SpaceTally on my dev image to get a feel for it. It 
> turns out that in the minimal images you’ve been creating, its not loaded 
> (makes sense).
> 
> Yup, it's loaded afterwards.
> 
> All packages are loaded through metacello baselines. We should start 
> refactoring and making standalone projects, each one with a baseline for 
> himself, and his own dependencies described.
> 
> I was checking on your gitlab and I have probably no access: how are you 
> finally loading packages in the bootstrap image? Can you share that with us 
> in text? I'd like to improve that situation.
>  
> I’m wondering if there is an easy way to import it in (I guess that package 
> should be in the Pharo git tree I cloned to get Fuel loaded right? Or is 
> there a separate standalone source?).
> 
> Yes it is, you can get the package programatically doing 
> 
> SpaceTally package name
> 
> And furthermore, get the baseline that currently is loading by doing
> 
> package := SpaceTally package name.
> BaselineOf subclasses select: [ :e | 
>       e project version packages anySatisfy: [ :p | p name = package ]].
>  
> 
> Thanks for all the support, and your email about why the contexts stack up is 
> very well received (I will comment over there).
> 
> By the way - it looks like Martin Fowler picked up on this announcement - so 
> maybe we might get some interest from his mass of followers.
> 
> Tim
> 
>> On 14 Aug 2017, at 10:49, Guillermo Polito <guillermopol...@gmail.com 
>> <mailto:guillermopol...@gmail.com>> wrote:
>> 
>> Hi Tim,
>> 
>> On Mon, Aug 14, 2017 at 11:41 AM, Tim Mackinnon <tim@testit.works 
>> <mailto:tim@testit.works>> wrote:
>> Hey guys, thanks for your enthusiasm around this - and I cannot stress 
>> enough how this was only possible because of the work that has gone into 
>> making Pharo (in particular the 64bit image, as well as having a minimal 
>> image, and some great blog posts on serialising contexts) as well as the 
>> patience from everyone in answering questions and helping me get it all 
>> working.
>> 
>> I’m still quite keen to get my execution time back down under 800ms and I’d 
>> like to actually get back to writing a few skills to automate a few things 
>> around my house.
>> 
>> To Answer Denis’ question - 
>> 
>> My final footprint is 30.4mb - thats composed of a 22mb image (with a simple 
>> example that pulls in Fuel, ZTimestamp and the S3 Library which depends on 
>> XMLParser) and then the VM (from which I removed obvious dll’s).
>> 
>> In my original experiments with a 6.0 minimal image - I did manage to get to 
>> a 13.4mb image (which started out as 12mb original size, and then loaded in 
>> STON and had only a simple clock example). I think the sweet spot is around 
>> 20mb total footprint as that seems to get me into the 450ms-900ms range.
>> 
>> The 7.0 min image now starts out at 15mb and then I’m not sure why loading 
>> Fuel, S3 and XMLParser takes 7mb (it seems big to me - but I’ve not dug into 
>> that).
>> 
>> You can do further space analysis using the following expression
>> 
>> SpaceTally  new printSpaceAnalysis
>> 
>> You can do that in an eval and check what's taking space. With measures we 
>> can iterate and improve :).
>>  
>> I’ve also found (and this on the back of unserialising the context in my 
>> example) that the way we build images has 15+ saved stack sessions that have 
>> saved on top of each other from the way we build up the images. I don’t yet 
>> know the implications of size/speed of these - but we need a better way of 
>> folding executions when we snapshot headless images. I’m also not clear if 
>> there are any other startup tasks that take precious time (this also has 
>> implications for our fat development images as they take much longer to 
>> appear than they really should).
>> 
>> I'm working on this as I'm writing this mail ;)
>> 
>> https://pharo.fogbugz.com/f/cases/20309 
>> <https://pharo.fogbugz.com/f/cases/20309>
>> https://github.com/pharo-project/pharo/pull/196 
>> <https://github.com/pharo-project/pharo/pull/196> 
>> 
>> I'll write down the implications further in a different thread.
>> 
>> 
>> I’ll be exploring some of these size/speed tradeoff’s in follow on messages.
>> 
>> But once again, a big thanks - I’ve not enjoyed programming like this for 
>> ages.
>> 
>> Tim
>> 
>>> On 12 Aug 2017, at 16:26, Ben Coman <b...@openinworld.com 
>>> <mailto:b...@openinworld.com>> wrote:
>>> 
>>> hi Tim,  
>>> 
>>> That is.....      AWESOME!
>>> 
>>> Very nice delivery - it flowed well with great narration. 
>>> 
>>> I loved @2:17 "this is the interesting piece, because PharoLambda has 
>>> serialized the execution context of its application and saved it into [my 
>>> S3 bucket] ... [then on the local machine] rematerializes a debugger [on 
>>> that context]."
>>> 
>>> There is a clarity in your video presentation that really may intrigue 
>>> outsiders. As a community we should push this on the usual hacker forums - 
>>> ycombinator could be a good starting point (but I'm locked out of my 
>>> account there).  
>>> An enticing title could be...
>>> "Debugging Lambdas by re-materializing saved execution contexts on your 
>>> local machine."
>>> 
>>> cheers -ben
>>> 
>>> On Fri, Aug 11, 2017 at 3:37 PM, Denis Kudriashov <dionisi...@gmail.com 
>>> <mailto:dionisi...@gmail.com>> wrote:
>>> This is cool Tim.
>>> 
>>> So what image size you deployed at the end?
>>> 
>>> 2017-08-10 15:47 GMT+02:00 Tim Mackinnon <tim@testit.works 
>>> <mailto:tim@testit.works>>:
>>> I just wanted to thank everyone for their help in getting my pet project 
>>> further along, so that now I can announce that PharoLambda is now working 
>>> with the V7 minimal image and also supports post mortem debugging by saving 
>>> a zipped fuel context onto S3.
>>> 
>>> This latter item is particularly satisfying as at a recent serverless 
>>> conference (JeffConf) there was a panel where poor development tools on 
>>> serverless platforms was highlighted as a real problem.
>>> 
>>> In our community we’ve had these kinds of tools at our fingertips for ages 
>>> - but I don’t think the wider development community has really noticed. 
>>> Debugging something short lived like a Lambda execution is quite startling, 
>>> as the current answer is “add more logging”, and we all know that sucks. To 
>>> this end, I’ve created a little screencast showing this in action - and it 
>>> was pretty cool because it was a real example I encountered when I got 
>>> everything working and was trying my test application out.
>>> 
>>> I’ve also put a bit of work into tuning the excellent GitLab CI tools, so 
>>> that I can cache many of the artefacts used between different build runs 
>>> (this might also be of interest to others using CI systems).
>>> 
>>> The Gitlab project is on: https://gitlab.com/macta/PharoLambda 
>>> <https://gitlab.com/macta/PharoLambda>
>>> And the screencast: https://www.youtube.com/watch?v=bNNCT1hLA3E 
>>> <https://www.youtube.com/watch?v=bNNCT1hLA3E>
>>> 
>>> Tim
>>> 
>>> 
>>>> On 15 Jul 2017, at 00:39, Tim Mackinnon <tim@testit.works 
>>>> <mailto:tim@testit.works>> wrote:
>>>> 
>>>> Hi - I’ve been playing around with getting Pharo to run well on AWS 
>>>> Lambda. It’s early days, but I though it might be interesting to share 
>>>> what I’ve learned so far.
>>>> 
>>>> Usage examples and code at https://gitlab.com/macta/PharoLambda 
>>>> <https://gitlab.com/macta/PharoLambda>
>>>> 
>>>> With help from many of the folks here, I’ve been able to get a simple 
>>>> example to run in 500ms-1200ms with a minimal Pharo 6 image. You can 
>>>> easily try it out yourself. This seems slightly better than what the 
>>>> GoLang folks have been able to do.
>>>> 
>>>> Tim
>>> 
>>> 
>>> 
>> 
>> 
>> 
>> 
>> -- 
>>    
>> Guille Polito
>> 
>> Research Engineer
>> French National Center for Scientific Research - http://www.cnrs.fr 
>> <http://www.cnrs.fr/>
>> 
>> 
>> Web: http://guillep.github.io <http://guillep.github.io/>
>> Phone: +33 06 52 70 66 13 <tel:+33%206%2052%2070%2066%2013>
> 
> 
> 
> -- 
>    
> Guille Polito
> 
> Research Engineer
> French National Center for Scientific Research - http://www.cnrs.fr 
> <http://www.cnrs.fr/>
> 
> 
> Web: http://guillep.github.io <http://guillep.github.io/>
> Phone: +33 06 52 70 66 13

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