[Cython] SEP 201 draft: Native callable objects
robertwb at gmail.com
Thu May 31 20:50:05 CEST 2012
On Thu, May 31, 2012 at 7:04 AM, Dag Sverre Seljebotn
<d.s.seljebotn at astro.uio.no> wrote:
> [Discussion on numfocus at googlegroups.com please]
> I've uploaded a draft-state SEP 201 (previously CEP 1000):
> Many callable objects are simply wrappers around native code. This holds for
> any Cython function, f2py functions, manually written CPython extensions,
> Numba, etc.
> Obviously, when native code calls other native code, it would be nice to
> skip the significant cost of boxing and unboxing all the arguments.
> The thread about this on the Cython list is almost endless:
> There was a long discussion on the key-comparison vs. interned-string
> approach. I've written both up in SEP 201 since it was the major point of
> contention. There was some benchmarks starting here:
> And why provide a table and not a get_function_pointer starting here:
> For those who followed that and don't want to read the entire spec, the
> aspect of flags is new. How do we avoid to duplicate entries/check against
> two signatures for cases like a GIL-holding caller wanting to call a nogil
> function? My take: For key-comparison you can compare under a mask, for
> interned-string we should have additional flags field.
> The situation is a bit awkward: The Cython list consensus (well, me and
> Robert Bradshaw) decided on what is "Approach 1" (key-comparison) in SEP
> 201. I pushed for that.
> Still, now that a month has passed, I just think key-comparison is too ugly,
> and that the interning mechanism shouldn't be *that* hard to code up,
> probably 500 lines of C code if one just requires the GIL in a first
> iteration, and that keeping the spec simpler is more important.
> So I'm tentatively proposing Approach 2.
I'm still not convinced that a hybrid approach, where signatures below
some cutoff are compiled down to keys, is not a worthwhile approach.
This gets around variable-length keys (both the complexity and
possible runtime costs for long keys) and allows simple libraries to
produce and consume fast callables without participating in the
It's unclear how to rendezvous on a common interning interface without
the GIL/Python, so perhaps requiring the GIL to use it not to onerous.
An alternative is to acquire the GIL in the first/reference
implementation (which could allow the interning function pointers to
be cached by an external GIL-oblivions JIT for example). Presumably
some other locking mechanism would be required if the GIL is not used,
so the overhead would likely not be that great.
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