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cppcolormap's Issues

Failing to build python bindings

Hi! Built the tests fine, but gcc doesn't seem to like the signatures in the python bindings

error: invalid 'static_cast' from type '<unresolved overloaded function type>' to type 'std::string (*)(const xt::pytensor<double, 1, xt::layout_type::dynamic>&)' {aka 'std::__cxx11::basic_string<char> (*)(const xt::pytensor<dou
       │ ble, 1, xt::layout_type::dynamic>&)'}
  69   │    61 |         static_cast<std::string (*)(const xt::pytensor<double, 1>&)>(&cppcolormap::rgb2hex),

Logs: https://gist.github.com/SomeoneSerge/2507244e5bc3b11982948ff0ed86a681
Getting the same error with gcc11 and gcc12.
Pybind11 version: pybind11-2.10.3/include (found version "2.10.3")
Built with: SomeoneSerge/pkgs@b0274d7

Cannot compile under Linux

Hello,

I have some problems when I try to compile cppcolormap on my Linux machine. On my windows machine everything compiles without errors. Is there a simple solution to fix this issue?
Some of the errors occur several times so I attached only a snippet of them.

Architecture is:
Ubuntu 18.04.5 LTS x86_64

Used package versions:
xtl-0.6.11
xtensor-0.21.3


/opt/xtensor-win/include/xtensor/xutils.hpp:347:17: note:   no known conversion for argument 1 from ‘<unresolved overloaded function type>’ to ‘xt::fixed_shape<>&’
In file included from /home/espu/Desktop/AMADEUS.u/plain_cpp_headers/helper_headers/Intensity_To_RGB_Converter.h:22:0,
                 from /home/espu/Desktop/AMADEUS.u/plain_cpp_sources/helper_sources/Intensity_To_RGB_Converter.cpp:1:
/home/espu/Desktop/AMADEUS.u/plain_cpp_headers/helper_headers/cppcolormap.h: In function ‘xt::xtensor<double, 2> cppcolormap::Accent_r(size_t)’:
/home/espu/Desktop/AMADEUS.u/plain_cpp_headers/helper_headers/cppcolormap.h:3144:70: error: could not convert ‘xt::flip<xt::xtensor_container<xt::uvector<double, std::allocator<double> >, 2, (xt::layout_type)1, xt::xtensor_expression_tag> >(cppcolormap::Accent(size_t)(), 0)’ from ‘void’ to ‘xt::xtensor<double, 2> {aka xt::xtensor_container<xt::uvector<double, std::allocator<double> >, 2, (xt::layout_type)1, xt::xtensor_expression_tag>}’
 nline xt::xtensor<double,2> Accent_r(size_t N = 8) { return xt::flip(Accent(N), 0); }
                                                             ~~~~~~~~^~~~~~~~~~~~~~
/home/espu/Desktop/AMADEUS.u/plain_cpp_headers/helper_headers/cppcolormap.h: In function ‘xt::xtensor<double, 2> cppcolormap::Dark2_r(size_t)’:
/home/espu/Desktop/AMADEUS.u/plain_cpp_headers/helper_headers/cppcolormap.h:3145:69: error: could not convert ‘xt::flip<xt::xtensor_container<xt::uvector<double, std::allocator<double> >, 2, (xt::layout_type)1, xt::xtensor_expression_tag> >(cppcolormap::Dark2(size_t)(), 0)’ from ‘void’ to ‘xt::xtensor<double, 2> {aka xt::xtensor_container<xt::uvector<double, std::allocator<double> >, 2, (xt::layout_type)1, xt::xtensor_expression_tag>}’
 inline xt::xtensor<double,2> Dark2_r(size_t N = 8) { return xt::flip(Dark2(N), 0); }
                                                             ~~~~~~~~^~~~~~~~~~~~~
/home/espu/Desktop/AMADEUS.u/plain_cpp_headers/helper_headers/cppcolormap.h: In function ‘xt::xtensor<double, 2> cppcolormap::Paired_r(size_t)’:
/home/espu/Desktop/AMADEUS.u/plain_cpp_headers/helper_headers/cppcolormap.h:3146:71: error: could not convert ‘xt::flip<xt::xtensor_container<xt::uvector<double, std::allocator<double> >, 2, (xt::layout_type)1, xt::xtensor_expression_tag> >(cppcolormap::Paired(size_t)(), 0)’ from ‘void’ to ‘xt::xtensor<double, 2> {aka xt::xtensor_container<xt::uvector<double, std::allocator<double> >, 2, (xt::layout_type)1, xt::xtensor_expression_tag>}’
 line xt::xtensor<double,2> Paired_r(size_t N = 12) { return xt::flip(Paired(N), 0); }
                                                             ~~~~~~~~^~~~~~~~~~~~~~
/home/espu/Desktop/AMADEUS.u/plain_cpp_headers/helper_headers/cppcolormap.h: In function ‘xt::xtensor<double, 2> cppcolormap::Spectral_r(size_t)’:
/home/espu/Desktop/AMADEUS.u/plain_cpp_headers/helper_headers/cppcolormap.h:3147:73: error: could not convert ‘xt::flip<xt::xtensor_container<xt::uvector<double, std::allocator<double> >, 2, (xt::layout_type)1, xt::xtensor_expression_tag> >(cppcolormap::Spectral(size_t)(), 0)’ from ‘void’ to ‘xt::xtensor<double, 2> {aka xt::xtensor_container<xt::uvector<double, std::allocator<double> >, 2, (xt::layout_type)1, xt::xtensor_expression_tag>}’
 ne xt::xtensor<double,2> Spectral_r(size_t N = 11) { return xt::flip(Spectral(   ), 0); }
                                                             ~~~~~~~~^~~~~~~~~~~~~~~~~~

home/espu/Desktop/AMADEUS.u/plain_cpp_headers/helper_headers/cppcolormap.h: In function ‘xt::xtensor<double, 2> cppcolormap::YellowOrange(size_t)’:
/home/espu/Desktop/AMADEUS.u/plain_cpp_headers/helper_headers/cppcolormap.h:3137:24: error: no match for ‘operator/’ (operand types are ‘xt::xtensor<double, 2> {aka xt::xtensor_container<xt::uvector<double, std::allocator<double> >, 2, (xt::layout_type)1, xt::xtensor_expression_tag>}’ and ‘double’)
     return interp(data / 255.0, N);

High-level API

I was looking for a way to use cppcolormap to convert a 2D xarray into a 3D xarray (the added dimension being RGB), as you would do with matplotlib, e.g.:

# in python using matplotlib
a2 = plt.cm.viridis(a1)

I think using xt::vectorize is the way to go, but I'm not sure. Or maybe it already exists in this library and I missed it?

Map to terminal colors

This is not entirely serious, but could be a cool feature:

Modern terminals can handle 256 colors, which are mapped to some values here: https://jonasjacek.github.io/colors/

This website also has a JSON file.

What I am wondering is wether we could map the (interpolated) RGB colors to terminal colors and then return a vector colormap of terminal colors so that we could plot a heatmap like this with different color schemes:

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