[Numpy-discussion] large file and array support
oliphant at ee.byu.edu
Tue Mar 29 18:13:35 EST 2005
There are two distinct issues with regards to large arrays.
1) How do you support > 2Gb memory mapped arrays on 32 bit systems and
other large-object arrays only a part of which are in memory at any
given time (there is an equivalent problem for > 8 Eb (exabytes) on 64
bit systems, an Exabyte is 2^60 bytes or a giga-giga-byte).
2) Supporting the sequence protocol for in-memory objects on 64-bit
Part 2 can be fixed using the recommendations Martin is making and which
will likely happen (though it could definitely be done faster).
Handling part 1 is more difficult.
One idea is to define some kind of "super object" that mediates between
the large file and the in-memory portion. In other words, the ndarray
is an in-memory object, while the super object handles interfacing it
with a larger structure.
More information about the NumPy-Discussion