On Sat, Jul 9, 2011 at 11:29 AM, Brian Granger <elliso...@gmail.com> wrote:
>> As many of you may know, the main thing blocking the merge of my work
>> on the Risch algorithm (see my integration3 branch) is not any
>> deficiency in the algorithm, though there are several parts that are
>> still not implemented, but the lack of a so called "atomic
>> substitution" framework.  The relevant issue here is 2026
>> (http://code.google.com/p/sympy/issues/detail?id=2026).
>>
>> Basically, the following breaks the preprocessing code in risch_integrate:
>>
>> In [1]: exp(2*x).subs(exp(x), y)
>> Out[1]:
>>  2
>> y
>>
>> I need a way for subs to behave exactly, so the above would return
>> exp(2*x).   Thus, I have disabled this completely in my integration3
>> branch, but this is only a temporary solution, as there is a lot of
>> code that relies on this behavior (especially in the series/limits
>> code), and it would be a regression anyway.
>
> I have always thought that subs should not know about any mathematical
> relationships, but should behave as you are proposing (atomic or
> exact=True).  In my mind, subs is a foundation that can be used to
> build more advanced pattern matching and rule capabilities.  But those
> more advanced rules (such as done by power) should be in subs itself,
> but in that higher level.  Thus.
>
> I am +1 on the exact or atomic keyword to subs (I prefer exact).
>
> I am ++1 on having that be the default behavior

I am actually -1 on making exact the default.  The implementation
would be *very* dumb.  None of the following would work:

(x*y*z).subs(x*y, 42, exact=True)
(x + y + z).subs(x + y, 42, exact=True)
(x**4).subs(x**2, 42, exact=True)
(x**2*y).subs(x*y, 42, exact=True)
(2*x + y).subs(x + y, 42, exact=True)

This is because exact subs *only* works if old is in
expr.atoms(old.__class__).  So for example, in the first one,
(x*y*z).atoms(Mul) is set([x*y*z]), which does not contain x*y, so it
would not do anything.

Aaron Meurer

>
> Cheers,
>
> Brian
>
>> So there needs to be a way to do
>>
>>>>> exp(2*x).subs(exp(x), y, atomic=True)
>> exp(2*x)
>>
>> Now, as it turns out, it has come up in other places that people want
>> control over the way that subs works in other ways.  In the issue, I
>> talk about something called integer_powers, which would work like
>>
>>>>> exp(2*x).subs(exp(x), y, integer_powers=True)
>> y**2
>>>>> exp(x).subs(exp(2*x), y, integer_powers=True)
>> exp(x)
>>
>> In other words, it does not do power manipulation in the replacement
>> unless the resulting power is an integer.  This is needed in some
>> places such as the heurisch algorithm to ensure that the resulting
>> expression will be a polynomial (actually, a rational function) in the
>> substitution variable.  In addition, there is also some concern about
>> the assumptions validity of certain algebraic substitution rules.  See
>> issues 2081 and 2552.
>>
>> So in the interest of doing this right, I think there needs to be some
>> kind of hints mechanism to subs.  My question is, what do you think
>> would be the best way to implement this?  Presently the expand
>> function has something like this, but I'm not really convinced that
>> the way that it's implemented is a very good one.
>>
>> Here's (roughly) the way that subs works now:  Basic defines two
>> methods, .subs and ._eval_subs.  Basic.subs() is of course the user
>> level function that everyone calls, and pretty much no subclass of
>> Basic overrides it.  The actual substitution happens in ._eval_subs,
>> which is also responsible for recursing the substitution down the
>> .args.  Basic has a simple implementation, but most classes end up
>> overriding it (for example, exp has overridden it to allow the above
>> fancy algebraic substitution).
>>
>> What's the best way to implement the various hints I want to add to
>> .subs()?  A few things to take into consideration:
>>
>> - .expand() works, as I mentioned earlier, by having
>> ._eval_expand_hint() methods.  I don't think this is the best way, so
>> that's why I'm asking here to see if anyone has any better ideas.
>>
>> - It should remain backwards compatible with any class that defines
>> ._eval_subs(self, old, new).  Unfortunately, there wasn't much
>> foresight when this was originally designed, so the protocol does not
>> call for any *args or **kwargs.  However, that doesn't necessarily
>> weigh those options out, as we could easily make Basic.subs() check
>> for an old style definition and ignore hints in that case.
>>
>> - I haven't looked at it, but we might be able to implement at least
>> atomic substitution entirely in Basic (no class need override any
>> methods to get it to work).  This is because it is so simple that the
>> default agnostic method might be able to do it entirely.  The rule for
>> atomic substitution by the way is that expr.subs(old, new,
>> atomic=True) should replace old with new in expr if and only if old is
>> in expr.atoms(old.__class__).
>>
>> So I'm open to any ideas on how to implement this, API-wise.
>>
>> Also, Chris, did you start this at all in any of your branches and/or
>> are you willing to help with this?
>>
>> Aaron Meurer
>>
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>
>
>
> --
> Brian E. Granger
> Cal Poly State University, San Luis Obispo
> bgran...@calpoly.edu and elliso...@gmail.com
>
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