okay; tomorrow I’ll make a small PR that just fixes the reference type and the code comments referring to ‘_generate_ufuncs.py’.  I’ll grep the ‘./special/’ folder to see if I can find any other places that refer to ‘_generate_ufuncs.py’
 
--Adam
 
Sent: Friday, October 27, 2017 5:26 PM
Subject: Re: [SciPy-Dev] Fixing a bug with scipy's hypergeometric function hyp2f1
 
It might make sense to submit some of these smaller fixes as quick PRs. They will require little review and can get merged quickly, while the process for algorithm changes will likely take more time.

- Josh
 
On Fri, Oct 27, 2017 at 6:50 PM, Adam <Former@physicist.net> wrote:
Okay *that* worked! Thank you very much!
 
> If _generate_ufuncs.py is in your repo then you aren't working with the master branch of SciPy. It was changed to _generate_pyx.py recently and is now run automatically as part of the build process. Make sure you update (or there will be a ton of merge conflicts when you submit the PR).
My repo actually does have _generate_pyx.py which is what I meant; I copied _generate_ufuncs.py from the comment header of add_newdocs.py.  In my PR, I'll change these comments so they refer to the new _generate_pyx.py...
 
I'll also fix the reference to "Computation of Special Functions" in my PR unless someone objects...
 
On Fri, 2017-10-27 at 16:46 -0500, Joshua Wilson wrote:
> it appears I wasn't running _generate_ufuncs.py beforehand

If _generate_ufuncs.py is in your repo then you aren't working with the master branch of SciPy. It was changed to _generate_pyx.py recently and is now run automatically as part of the build process. Make sure you update (or there will be a ton of merge conflicts when you submit the PR).

> Is there a way of generating HTML that renders the latex equations?

Maybe try make html-scipyorg. The first time you try it will probably complain that you are missing a git submodule, but it should also give instructions on how to fix that.

> Is the 2nd author of the first reference misspelled

Looks like it.
 
On Fri, Oct 27, 2017 at 3:56 PM, Adam <Former@physicist.net> wrote:
I figured it out and it appears I wasn't running _generate_ufuncs.py beforehand...
 
That said, the generated HTML still doesn't render my equations as a latex equation.  That is to say, my output looks like:

 
Is there a way of generating HTML that renders the latex equations? Like it appears on the https://docs.scipy.org/doc/scipy/reference/generated/scipy.special.hyp2f1.html
 
Bonus question: Is the 2nd author of the first reference misspelled, i.e., Jjie [sic]?  Shouldn't the entire reference be:
S. Zhang, J. Jin "Computation of Special Functions", Wiley, 1996? See https://books.google.com/books/about/Computation_of_special_functions.html?id=ASfvAAAAMAAJ

I can fix the first reference in my PR as well...

--Adam
 
On Thu, 2017-10-26 at 20:52 -0500, Joshua Wilson wrote:
 
I do in fact get a bunch of html in the folders build/html, but the html for hyp2f1 doesn't contain my edits
If I recall correctly, Sphinx doesn't detect changes in the `_ufuncs`
extension module. Maybe try forcing a complete rebuild with `make
SPHINXOPTS=-Ea html`.
 
On Thu, Oct 26, 2017 at 8:26 PM, Adam <Former@physicist.net> wrote:
 
Hey guys,
 
How do I view the html version of a functions docstring?  I've added my
Buhring reference to the docstring and I want to see how it renders in HTML.
 
I've tried both methods described in
them worked.
 
When I try:
(scipy-dev) adam@adam-P7xxDM-G:~/scipy-dev/scipy$ python setup.py
build_sphinx
I get:
(...blah...blah...)
usage: setup.py [global_opts] cmd1 [cmd1_opts] [cmd2 [cmd2_opts] ...]
or: setup.py --help [cmd1 cmd2 ...]
or: setup.py --help-commands
or: setup.py cmd --help
error: invalid command 'build_sphinx'
 
When I try :
(scipy-dev) adam@adam-P7xxDM-G:~/scipy-dev/scipy/doc$ make html
 
I do in fact get a bunch of html in the folders build/html, but the html for
hyp2f1 doesn't contain my edits.  I've tried building html after
reinstalling my dev version of scipy, but that didn't change anything.
 
Thanks for any help!
 
--Adam
 
On Fri, 2017-10-20 at 18:23 -0700, Adam wrote:
 
I can certainly add the formulas to the doc string if that's what people
want.  My only concern is that the a-b=m case involves about a page of
formula's and would take a lot of space in the doc string (I've attached the
pdf from my latex file of the formulas). Originally I was thinking that the
docstring would just contain some reference to the pdf document, e.g., "See
the pdf at location X for the method used when a-b is an integer."
 
But like I said, I can put them wherever they need to go; I justed wanted to
make sure that future maintainers have some reference as to what the code is
trying to do...
 
--Adam
 
On Fri, 2017-10-20 at 08:54 -0400, josef.pktd@gmail.com wrote:
 
One possibility:
Currently the only more extensive Latex based documentation is in the
tutorial.
I think it would be possible to add a technical appendix or something like
that
to the scipy.special tutorial, a bit similar to the distributions formulas
attached to the
stats tutorial.
 
For example Boost, last time I checked, had long documentation for the
special
functions, which might be too long to fit in docstrings.
 
I don't know how much there would be for special functions and whether it is
difficult to maintain those notes. However, I think it would be good to have
notes that developers have already written available for future
developers and users that are interested in technical details.
 
 
Josef
 
 
On Fri, Oct 20, 2017 at 2:01 AM, Ralf Gommers <ralf.gommers@gmail.com>
wrote:
 
 
 
On Thu, Oct 19, 2017 at 8:04 PM, Ted Pudlik <tpudlik@gmail.com> wrote:
 
Concerning the actual formulas: there's a compromise between leaving them
implicit and creating a separate LaTeX doc.  You could add the formulas to
the docstring.  The LaTeX will render in the HTML version of the
documentation (example).  I'm not sure how the maintainers feel about this,
though (this is just a suggestion from a "private citizen").
 
 
In general: using LaTeX can be a good idea, the one thing that has to be
kept in mind is readability as plain text (important both for reading
docstrings in IPython terminal and when working on the code in an editor).
Best to add LaTeX formulas to the Notes section rather than in the first
sentences. And avoid usage of things like \left[ that make the rendered html
slightly prettier but the actual math much harder to read as plain text.
 
Here's a recent PR with discussion about various LaTeX styles:
https://github.com/scipy/scipy/pull/7756. The style that got merged is about
right.
 
Cheers,
Ralf
 
 
 
 
On Thu, Oct 19, 2017 at 11:59 AM Adam <Former@physicist.net> wrote:
 
Okay cool; thanks for the helpful reply!
 
I'll look at Gosper's method and see how it compares with Buhring's method.
For now I'll plan on doing a PR that implements one of these two methods.  I
was just worried that I might end up doing a lot of work on a PR that
implements Buhring's series only to have a reviewer reject it saying "Well,
you should have used such-and-such's algorithm which is must faster, much
more accurate, etc."
 
I'll also hold off on adding a latex doc to the repo of the actual formulas
used for the b-a=integer special case (unless I hear otherwise).
 
Thanks again!
 
--Adam
 
-----Original Message-----
From: Joshua Wilson
Sent: Thursday, October 19, 2017 9:35 AM
To: SciPy Developers List
Subject: Re: [SciPy-Dev] Fixing a bug with scipy's hypergeometric function
hyp2f1
 
Hey Adam,
 
 
Does this sound like a worthwhile PR?
Yes, definitely
 
 
Does the implementation sound reasonable?
It's been a while since I've thought about this, but if I recall
correctly the problematic region you've found is one that comes up
quite frequently--see e.g. page 14 in
 
 
Floating around in the ether is a method credited to Bill Gosper for
handling that region which also uses a recurrence relation (maybe
related to/the same as in the paper you cited)? I can never seem to
find the original reference (dead link), but I've attached someone's
writeup of it.
 
So, your implementation sounds reasonable, but if you really want to
dig into it you could check out the Gosper stuff and see how they
compare.
 
 
Can the PR implement formulas/methods that don't appear in the literature?
Is it going to be a problem if I implement this limit case in the PR?
It's implicit in the literature, so I think it's fine.
 
 
I don't what reference I would place hyp2f1's doc string
The Buhring paper. The formula is something that an informed reader
could figure out after reading it.
 
 
I would be wiling to maybe add a latex doc to the PR (placed somewhere in
the doc folder?)
If I recall correctly people were opposed to adding LaTeX docs. (But
maybe I recall incorrectly; if so please someone correct me.) I also
have various special function write ups that might be handy for future
devs... maybe in a separate repo?
 
On Wed, Oct 18, 2017 at 6:47 PM, Adam <Former@physicist.net> wrote:
 
Hello guys,
 
I've found a small region in the complex plane where scipy's
implementation
of the hypergeometric function hyp2f1 fails. I've documented this error in
issue 8054 on github.
 
I am willing to submit a PR that fixes this issue. My PR would basically
implement the analytic continuation formula given in this paper: (Buhring,
An Analytic Continuation of the Hypergeometric Series). I've already
implemented this series in some prototype code written in Fortran and it
agrees well with the values returned by mpmath's implementation of hyp2f1.
 
Before I attempt a PR, I just wanted to touch base and ask the group the
following:
 
1) Does this sound like a worthwhile PR? The failure region is somewhat
small and I don't know with what urgency people would want this fixed.
 
2) Does the implementation sound reasonable? My background is physics and
so
I haven't done a complete literature search looking for the *fastest*
algorithm. All I can say that the Buhring's formula works and my
implementation only seems to be about %50 slower than the current hyp2f1
(at
points in the complex plane where both methods converge). I would only
apply
Buhring's series in the region where hyp2f1 currently diverges.
 
3) Can the PR implement formulas/methods that don't appear in the
literature? Buhring's paper *only* gives the analytic continuation for the
case where the difference between the a/b parameters is NOT an integer.
When
a-b=m, the limit case of his series can be derived using a method
described
in "The Special Functions and Their Approximations" by Y. Luke (as Buhling
mentions in his paper). I've derived the formula for this limit case and
have an implementation of it that produces values in agreement with
mpmath.
Is it going to be a problem if I implement this limit case in the PR? I
ask
because I don't what reference I would place hyp2f1's doc string. I would
be
wiling to maybe add a latex doc to the PR (placed somewhere in the doc
folder?) that contains the formula so that future scipy devs have
something
to reference when reviewing hyp2f1's source code.
 
Anyways, let me know if my idea for a PR sounds like a good idea! I
apologize for the longish email, but this is my first time trying to
contribute to scipy...
 
--Adam
 
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