No, that is long gone. (I am bad in archiving these exercises.) I also did some 
work in Alloy to create a formal specification of the class loading model but 
never really finished this. Alloy might provide a higher level language to 
specify these problems. I worked on the meta model (=OSGi spec) but I think one 
could express a concrete resolve situation quite easily as an Alloy model which 
would then be translated into a SAT expression. This approach might give some 
good insights how to effectively create a SAT expression since Alloy seems a  
wizard in that.

I won’t have time to work on this but I will follow the results since it is an 
area that interests me.

Kind regards,

        Peter Kriens


> On 18 nov. 2016, at 04:17, Pascal Rapicault <[email protected]> wrote:
> 
> On 11/17/2016 8:54 AM, Peter Kriens wrote:
>> I remember trying to map uses constraints to a boolean expression but could 
>> not find any way that did not blow up the expression size. This seemed very 
>> unfortunate because I think they can actually be used to reduce the search 
>> space considerably.
>     I'm really happy to see that there is at least 3 people if not more 
> interested in the exercise of seeing how to encode uses constraints to SAT. 
> How do you guys want to get moving on this?
>     Peter, would you happen to still have what you had done?
> 
> 
>> 
>> From an API level I do not think there is a big deal. The resolver could 
>> just fetch all resources at start. It can of course only return a single 
>> solution. This might be unfortunate but I find it hard to see why that is a 
>> limitation since any solution that satisfies all requirements should be ok.
>> 
>> Kind regards,
>> 
>>      Peter Kriens
>> 
>> 
>> 
>>> On 17 nov. 2016, at 14:41, Thomas Watson <[email protected] 
>>> <mailto:[email protected]>> wrote:
>>> 
>>> I will be interested to see if you can successfully map the OSGi uses 
>>> concept into the SAT solver p2 uses.  I briefly looked at that a long time 
>>> ago when we were refactoring the Equinox framework (Luna) and were 
>>> replacing the old Equinox resolver.  It was far from obvious how you would 
>>> achieve this.  At that time I opt'ed to collaborate with a common resolver 
>>> in Felix for the Equinox framework.  But this is no magic implementation.  
>>> There are still cases where the OSGi resolver algorithm will blow up.  In 
>>> Equinox we try to minimize that possibility by avoiding the resolution of 
>>> all (10000) bundles at once.  But as Pascal states, this does leave out 
>>> some possible valid solutions that you will then not discover while 
>>> resolving.
>>> 
>>> If you do focus on how to map uses into the SAT solver in p2 I would be 
>>> interested in collaborating to see if such a resolver would outperform the 
>>> Felix resolver we use at runtime.  My hope at the time I was looking into 
>>> this was to map an OSGi Resolver service on top of the SAT solver 
>>> implementation.  But I cannot remember how the SAT solver is driven.  I 
>>> suspect the split between the OSGI Resovler and the OSGi ResolveContext 
>>> will not fit well into the SAT implementation model.
>>> 
>>> Tom
>>> 
>>> 
>>> 
>>> 
>>> 
>>> From:        Todor Boev <[email protected] <mailto:[email protected]>>
>>> To:        Equinox development mailing list <[email protected] 
>>> <mailto:[email protected]>>
>>> Date:        11/17/2016 02:22 AM
>>> Subject:        Re: [equinox-dev] Convergence between p2 and the OSGi       
>>>  resolver+repository
>>> Sent by:        [email protected] 
>>> <mailto:[email protected]>
>>> 
>>> 
>>> 
>>> - Regarding batch resolution:
>>> Ultimately I think the batch processing is about performance. At 
>>> provisioning time where finding the best solution trumps speed the resolver 
>>> can be executed against the entire set. But I have to try this. After than 
>>> the equinox runtime should be able to re-create a correct (maybe not 
>>> identical) resolution from the much smaller set of resources. I have tried 
>>> the resolver against about 700 bundles and it did okay, but this is well 
>>> short of 10,000. More research required....some day.
>>> 
>>> - Regarding the additional p2 concepts:
>>> Can you point me to the documentation of how the resolution                 
>>>   problem is converted to a SAT formula?
>>> 
>>> Best regards
>>> 
>>> On Thu, Nov 17, 2016 at 6:20 AM, Pascal Rapicault <[email protected] 
>>> <mailto:[email protected]>> wrote:
>>> On 11/16/2016 10:49 AM, Todor Boev wrote:
>>> - Regarding resolver behavior: 
>>>   The goal is actually to replace the behavior of the objective function 
>>> with the behavior of the resolver. This is the best way to guarantee that 
>>> both p2 and the OSGi runtime agree on what is a consistent set of bundles. 
>>> For example p2 does not take into account package uses constraints which 
>>> leads to p2 selecting bundles that later fail to resolve at runtime. It 
>>> does not matter which way to resolve is better, so long as they agree. 
>>> Since the OSGi resolver is very unlikely to change it falls on p2 to match 
>>> it's behavior. My current company (software ag) has had quite a number of 
>>> issues where essentially p2 sets up the resolver to fail.
>>> 
>>> - Regarding resolver scalability:
>>>   The resolution is split between the resolver which processes the current 
>>> set of resources and the resolver context which selects candidates when 
>>> asked. If the goal is to support a very high number of candidates - a 
>>> resolver context impl optimized for searches in a large candidate space can 
>>> be provided. If the goal is to produce a solution that includes a very high 
>>> number of resources - more research is required. Even if the initial set is 
>>> 10,000 the resolver can be asked to process them not all at once, but 
>>> incrementally in batches or even one by one. Which is in fact what equinox 
>>> does today.
>>>     The thing is that if you look at a subset of the available bundles, you 
>>> may find a solution that is not the optimal one. p2 will consider all the 
>>> possible candidates in one resolution invocation.
>>> 
>>> 
>>> I am trying to determine if it makes sense to invest effort in prototyping 
>>> this given that subtle changes in behavior are in fact a goal, rather than 
>>> an issue.
>>>     Even though on the surface p2 resolver looks similar to what the OSGi 
>>> resolver does, p2 has at least 2 additional concepts: 
>>>     1) the expression of strict negation
>>>     2) the concept of patch
>>> 
>>> I'm tempted to think that it is probably simpler to add support for the 
>>> uses-clause in p2 (this has been a known issue for years, but I can't seem 
>>> to find the bug tonight) than it is to replace the resolver completely and 
>>> get all the tests to pass. The encoding of dependencies to a SAT formula is 
>>> well documented and so are the optimization functions.
>>> 
>>> 
>>> On Wed, Nov 16, 2016 at 4:44 AM, Pascal Rapicault <[email protected] 
>>> <mailto:[email protected]>> wrote:
>>> On 11/15/2016 12:52 PM, Todor Boev wrote:
>>> Hello, 
>>> 
>>> Are there any plans to bring together p2 and OSGi resolver+repository 
>>> standards?
>>>     There is no immediate plan for this.
>>> 
>>> It should be beneficial to have similar (maybe identical?) dependency 
>>> resolution at provisioning time and later at runtime.
>>>     The install time and runtime resolvers resolve a slightly different 
>>> problem because the install time resolver has to look for candidates in a 
>>> large space, whereas the runtime one has to connect as many components 
>>> together. 
>>>     I have not tried replacing the p2 resolver with the new OSGi resolver 
>>> so I can't tell how it would perform.
>>> 
>>> 
>>> Specifically:
>>> - Is it possible to publish the bundle generic capabilities/requirements to 
>>> the p2 repository?
>>>     Yes this should be possible. The underlying p2 capability / requirement 
>>> model is really extensible and the current limitation is only the 
>>> serialized format.
>>> 
>>> - Is it possible to use the equinox Resolver inside the p2 Planner?
>>>     It is possible to get something going but I'm not sure if this will 
>>> scale (p2 resolver is able to perform seamlessly on 10's of thousands of 
>>> IUs), nor if you will be able to replicate the subtleties that result from 
>>> having an objective function.
>>> 
>>> -  Even if the equinox Resolver can not be used is it possible for p2 to 
>>> handle generic requirements/capabilities?
>>>     Yes. This should not be too much work.
>>> 
>>> 
>>> 
>>> Regards,
>>> Todor Boev
>>> 
>>> 
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