[Python-ideas] Ideas towards GIL removal
greg.ewing at canterbury.ac.nz
Fri Apr 13 02:46:49 CEST 2007
I've been thinking about some ideas for reducing the
amount of refcount adjustment that needs to be done,
with a view to making GIL removal easier.
1) Permanent objects
In a typical Python program there are many objects
that are created at the beginning and exist for the
life of the program -- classes, functions, literals,
etc. Refcounting these is a waste of effort, since
they're never going to go away.
So perhaps there could be a way of marking such
objects as "permanent" or "immortal". Any refcount
operation on a permanent object would be a no-op,
so no locking would be needed. This would also have
the benefit of eliminating any need to write to the
object's memory at all when it's only being read.
2) Objects owned by a thread
Python code creates and destroys temporary objects
at a high rate -- stack frames, argument tuples,
intermediate results, etc. If the code is executed
by a thread, those objects are rarely if ever seen
outside of that thread. It would be beneficial if
refcount operations on such objects could be carried
out by the thread that created them without locking.
To achieve this, two extra fields could be added
to the object header: an "owning thread id" and a
"local reference count". (The existing refcount
field will be called the "global reference count"
in what follows.)
An object created by a thread has its owning thread
id set to that thread. When adjusting an object's
refcount, if the current thread is the object's owning
thread, the local refcount is updated without locking.
If the object has no owning thread, or belongs to
a different thread, the object is locked and the
global refcount is updated.
The object is considered garbage only when both
refcounts drop to zero. Thus, after a decref, both
refcounts would need to be checked to see if they
are zero. When decrementing the local refcount and
it reaches zero, the global refcount can be checked
without locking, since a zero will never be written
to it until it truly has zero non-local references
I suspect that these two strategies together would
eliminate a very large proportion of refcount-related
activities requiring locking, perhaps to the point
where those remaining are infrequent enough to make
GIL removal practical.
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