Question

I have a Fits file with 12 different arrays of information about the image. I can find the maximum value of the array I want to look at, MAG_AUTO, by using the line.

a=pyfits.getdata(data1).MAG_AUTO

Where data1 is my data set from the fits file. But I am after the position in the array where the maximum value occurs. How would I find this?

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Solution

I figured out the answer, the following command produces the maximum for a set a given files,

 for arg in sys.argv[1:]:
        a=pyfits.getdata(arg).MAG_AUTO
        arr=numpy.array(a)
        indices = heapq.nlargest(10,xrange(len(arr)),key=arr.__getitem__)
        print indices
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