On Tuesday, 25 September 2012 at 17:48:49 UTC, jerro wrote:
import std.algorithm, std.math, std.range;
typeof(R.init.stride(0)) dft(R)(R v)
{
        return v.length <= 1
        ? v.stride(1)
        : (p =>
           chain(map!(q => q[0] + q[1])(p),
                 map!(q => q[0] - q[1])(p)))
          (zip(dft(v.stride(2)),
                map!(p => p[1] * expi(p[0] * -2 * PI / v.length))
                (zip(iota(v.length / 2),
                 dft(v.drop(1).stride(2))))));
}
void main() { dft([1.0, 2, 3]); }


Which gives the following error:


Test.d(5): Error: incompatible types for ((stride(v,1u)) ? ((*delegate @system Result(Zip!(Result,MapResult!(__lambda8,Zip!(Result,Result))) p)
{
        return chain(map(p),map(p));
}
)(zip(dft(stride(v,2u)),map(zip(iota(v.length() / 2u),dft(stride(drop(v,1u),2u)))))))): 'Result' and 'Result' Test.d(10): Error: template instance Test.dft!(Result) error instantiating
Test.d:19: instantiated from here: dft!(double[])
Test.d(5): Error: incompatible types for ((stride(v,1u)) ? ((*delegate @system Result(Zip!(Result,MapResult!(__lambda8,Zip!(Result,Result))) p)
{
        return chain(map(p),map(p));
}
)(zip(dft(stride(v,2u)),map(zip(iota(v.length / 2u),dft(stride(drop(v,1u),2u)))))))): 'Result' and 'Result' Test.d(19): Error: template instance Test.dft!(double[]) error instantiating



How should I interpret it?

Thanks!

One possible reason for this error could be that you are returning a result of chain() if length is larger than 1 and a result of stride() otherwise.

I'd like to add that I don't think you can make this work the way you meant it to. The problem is that you return a chain when the length is 2, a chain of chains when the length is 4, and so on. What fft of length n would actually need to return is a binary tree of ranges with n leaves. The size of memory needed for the value returned from fft therefore depends on the length of the range it was given as an argument. So you need to either use heap allocated memory for the return type, or the return type needs to depend on the parameter range's length, which would mean that the parameter range's length needs to be a template parameter.

I think there is one thing in this code that will hurt performance much, much, more than allocations. This code will compute elements of the result lazily. So each time you want to read an element from the resulting range, O(log(n)) functions passed to map() will need to be computed. The problem is that each of those functions computes sine and cosine, so sine and cosine need to be computed O(log(n)) times for each element. To get all n elements, you will need to compute them O(n log(n)). Because computing sine and cosine is about two orders of magnitude slower than multiplication and division, this will be very slow.

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