Our efforts to repackage numarray as a package rather than a collection of modules have taken form, so I'm looking for a (final) final round of comments before we declare this to be the "new interface". ================= basic repackaging ================= The core numarray routines will be distributed as the package "numarray" and because the new package __init__.py imports the contents of the old numarray.py module, simple import phrases involving numarray will continue to work like they always did: import numarray # These will continue to work unchanged from numarray import * For everything else, a "numarray." prefix and possibly a new name are required: recarray --> numarray.records chararray --> numarray.strings ndarray --> numarray.generic numtestall --> numarray.testall * --> numarray.* The 4 standard add-on packages have been renamed and will be distributed as a single unit called "numarray-addons" and will install directly in the numarray package. This has most effect for Windows binary users who should now be able to install with two clicks: one for numarray, the other for the addons. UNIX users still have the setupall one liner or the option to use the two independent setups however they like. FFT2 --> numarray.fft LinearAlgebra2 --> numarray.linear_algebra Convolve --> numarray.convolve Convolve.Image --> numarray.image ======= numcomp ======= There is a new "compatibility distribution" called "numcomp" which installs backward compatibility modules in a directory separate from numarray. Install numcomp if you want to run numarray-0.6 without changing your existing numarray applications for the new naming scheme (and if you directly import anything other than numarray itself, e.g. recarray or FFT2). We need numcomp at STSCI as a pragmatic issue, to prevent needing simultaneous changes of numarray and software depending on it. numcomp issues a single deprecation warning when you import your first compatibility module. numcomp is a sort of veneer, not a complete distribution; you still need the numarray-0.6 package in order to use numcomp. The plan is to phase numcomp out of existence at the release of numarray-1.0. The warning can be eliminated either by a simple hack of numcomp's repackage.py module, or from the Python command line. Thus, without numcomp but with numarray-0.6:
import recarray # can't do this anymore ... ImportError
import numarray.records # have to do this now
but with numcomp:
import recarray # this still works, but with a warning ...NumarrayRepackagingWarning... # too big a mouthful for email
================ numarray.numeric ================ There is now a submodule of numarray, numarray.numeric, which is more Numeric compatbile than numarray itself. It is part of the main numarray distribution. numarray.numeric contains everything the (old) numarray module does, but also redefines things for better compatibility. Currently, it just redefines nonzero() to handle 1D arrays the same as Numeric does. numarray.nonzero() remains unchanged. Any future Numeric compatibility changes will be added to numarray.numeric as well. So... if you've already written numarray code using nonzero() and it works, you're done. If you want to port Numeric code to numarray, consider importing numarray.numeric instead of numarray. The current plan is to maintain numarray.numeric indefinitely.
import numarray import numarray.numeric a=numarray.arange(5) numarray.nonzero(a) (array([1, 2, 3, 4]),) # this format handles multi-D arrays numarray.numeric.nonzero(a) array([1, 2, 3, 4]) # this format doesn't
Comments? Todd -- Todd Miller jmiller@stsci.edu STSCI / ESS / SSB