array type casting problem in scipy.interpolate

[Alex]

Hi,

I need to perform cubic spline interpolation of a dataset. I am using
scipy. When I pass two arrays (x,y) to the
interpolate.splrep(x,y) function I get the following traceback

Traceback (most recent call last):
File "./optmat.py", line 138, in ?
initspline = interpol.getspline(initkeys,inittable)
File "./optmat.py", line 77, in getspline
tck = interpolate.splrep(self.x,self.y)
File "/usr/lib/python2.3/site-packages/scipy/interpolate/fitpack.py",
line 339, in splrep
t,c,o = _fitpack._curfit(x,y,w,xb,xe,k,task,s,t,nest,wrk,iwrk,per)
TypeError: Array can not be safely cast to required type

My understanding is that this problem arises because the "y" array
contains complex numbers and the splrep is trying to cast both arrays to
the same type. Is there a way around this? My data looks like this:

x:

[292.41566910377401, 300.932630339806, 310.73745288220601,
320.372722739018, 331.50867299465199, 342.49791077348101,
354.24069628571402, 367.90576765578601, 381.48998061538498,
397.38539647435903, 413.28081233333302, 430.50084618055598,
452.49723978102196, 471.42297984790901, 495.93697480000003,
520.94220042016798, 548.60284823008897, 582.08565117370904,
616.83703333333301, 659.49065797872311, 704.45593011363599,
756.00148597561008, 821.08770662251698]

y:

[(1.49+1.8779999999999999j), (1.53+1.889j), (1.53+1.893j),
(1.54+1.8979999999999999j), (1.48+1.883j), (1.48+1.871j),
(1.5+1.8660000000000001j), (1.48+1.895j), (1.46+1.9330000000000001j),
(1.47+1.952j), (1.46+1.958j), (1.45+1.948j),
(1.3799999999999999+1.9139999999999999j), (1.3100000000000001+1.849j),
(1.04+1.833j), (0.62+2.081j), (0.42999999999999999+2.4550000000000001j),
(0.28999999999999998+2.863j), (0.20999999999999999+3.2719999999999998j),
(0.14000000000000001+3.6970000000000001j), (0.13+4.1029999999999998j),
(0.14000000000000001+4.5119999999999996j), (0.16+5.0830000000000002j)]

I would really appreciate some help.

Thanks,

Alex

 

[bgs]

The routine requires real arrays, and you are giving it one complex
one. It does not know what to do with the complex array. What are you
expecting it to do? If you need the real and imaginary parts to be
separately interpolated, then split the complex array into two real
arrays and use the routine twice.

 

[Alex]

The routine requires real arrays, and you are giving it one complex
one. It does not know what to do with the complex array. What are you
expecting it to do? If you need the real and imaginary parts to be
separately interpolated, then split the complex array into two real
arrays and use the routine twice.

Hello,

Thanks for the pointer. I will interpolate the real and imaginary parts
separately then.

Regards,

Alex