[SciPy-User] Problem with IndexError
Thu Mar 24 22:32:48 CDT 2011
2011/3/8 Krystian Rosiński <firstname.lastname@example.org>:
> I've been using SciPy for some time, but I still have problems with indexing
> and the Python convention relating to the numbering from zero in more
> complex cases.
> I'm trying to translate excellent example "Matrix Structural Analysis of
> Plane Frames using Scilab" to Python. I've spent on this code a few hours
> and I still can't find the cause of the problem of IndexError. Here is my
> I would be very grateful if someone could look at it and give me any advice.
1. Unrelated, but important: on line 205, use zeros((1,6), dtype=int).
Be sure to do this with other zeros() calls that are intended to hold
indices. The default is dtype=float.
2. In pf_getdof(), I'm sure you want dof[0, 0:3] and dof[0, 3:6].
3. In pf_ssm(), you want range(nmem), not (0, nmem+1).
4. In pf_calclm(), since numpy is 0-indexed, you want to increment nd
*after* you assign it into lm.
5. Typos: ilod -> iload, iloads -> iload.
6. In pf_assemloadvec():
am = - dot(r.T, memloads[iload, 1:7])
ii = dof[0, i]
7. Never use np.dot(np.linalg.inv(A), b). Use np.linalg.solve(A, b).
You still have a singular matrix. This may or may not indicate further
errors in your code, but that requires more knowledge of the problem
and algorithm than I have.
8. As a matter of good style, don't use "from numpy import *". Use
"import numpy as np" and use the dotted notation to get to numpy
I figured most of this out using pdb, Python's standard debugger. I
didn't even look at the original. You can see a tutorial on using the
debugger from the Software Carpentry site:
"I have come to believe that the whole world is an enigma, a harmless
enigma that is made terrible by our own mad attempt to interpret it as
though it had an underlying truth."
-- Umberto Eco
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