file Backends/python_helpers.hpp

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Types

Name
typedef charPyDict
Types used for Python backends.

Detailed Description

Author:

Date:

  • 2017 Dec
  • 2020 Dec
  • 2020 June

Declarations of helper functions for python_function and python_variable classes.

Authors (add name and date if you modify):

Types Documentation

typedef PyDict 

typedef char PyDict;

Types used for Python backends.

Source code 

//   GAMBIT: Global and Modular BSM Inference Tool
//   *********************************************
///  \file
///
///  Declarations of helper functions for
///  python_function and python_variable
///  classes.
///
///  *********************************************
///
///  Authors (add name and date if you modify):
///
///  \author Pat Scott
///          (p.scott@imperial.ac.uk)
///  \date 2017 Dec
///  \date 2020 Dec
///
///  \author Tomas Gonzalo
///          (tomas.gonzalo@monash.edu)
///  \date 2020 June
///
///  *********************************************

#ifndef __python_helpers_hpp__
#define __python_helpers_hpp__


#ifndef HAVE_PYBIND11

  /// Types used for Python backends
  typedef char PyDict;

#else

  #include "gambit/Utils/begin_ignore_warnings_pybind11.hpp"
  #include <pybind11/pybind11.h>
  #include <pybind11/numpy.h>
  #include "gambit/Utils/end_ignore_warnings.hpp"

  #include "gambit/Utils/util_types.hpp"


  namespace Gambit
  {

    /// Types used for Python backends
    typedef pybind11::dict PyDict;

    /// Shorthand for a string to pybind object map
    typedef std::map<std::string,pybind11::object> map_str_pyobj;

    namespace Backends
    {

      /// Helper functions to cast results of python functions to the right types for returning from the python_function object.
      /// @{
      template <typename T>
      T return_cast(pybind11::object o) { return o.cast<T>(); }
      template <>
      void return_cast<void>(pybind11::object o);
      /// @}

      /// Takes a function or variable name as a full path within a package, and returns the path to the containing submodule.
      /// Returns an empty string when the function or variable is not inside a submodule.
      sspair split_qualified_python_name(str, str);

      /// Function to translate std::vector to numpy array
      template<typename T>
      pybind11::array_t<T> cast_std_to_np(const std::vector<T>& input)
      {
        // Get size of input
        size_t size = input.size();

        // Get pointer to data
        const T* data = input.data();

        // Create and return new array_t<double> with the data
        return pybind11::array_t<T>(size, data);
      }

      /// Function to translate numpy array to std::vector
      template<typename T>
      std::vector<T> cast_np_to_std(const pybind11::array_t<T>& input)
      {
        // Get size of input
        size_t size = input.size();

        // Get pointer to data
        const T* data = input.data();

        // Create and return new vector with the data
        return std::vector<T>(data,(data+size));
      }

      /// Helper functions to merge / concatenate two numpy arrays
      template<typename T>
      pybind11::array_t<T> merge(const pybind11::array_t<T>& a, const pybind11::array_t<T>& b)
      {
        // Get size of input "a" and pointer to its data
        size_t size_a = a.size();
        auto data_a = a.data();

        // Repeat for input "b"
        size_t size_b = b.size();
        auto data_b = b.data();

        // Create pybind11::array_t<double> with the right size (size_a + size_b)
        // and get the pointer to the data
        pybind11::array_t<T> output(size_a+size_b);
        auto output_data = output.mutable_data();

        // Copy the contents of a and b into output
        std::memcpy(output_data, data_a, size_a*sizeof(T));
        std::memcpy(output_data+size_a, data_b, size_b*sizeof(T));

        return output;
      }

      /// Special case of merge (a is a single number)
      template<typename T>
      pybind11::array_t<T> merge(const T& a, const pybind11::array_t<T>& b)
      {
        return merge(pybind11::array_t<T>(size_t(1),&a), b);
      }

      /// Special case of merge (b is a single number)
      template<typename T>
      pybind11::array_t<T> merge(const pybind11::array_t<T>& a, const T& b)
      {
        return merge(a, pybind11::array_t<T>(size_t(1),&b));
      }

    }

  }

#endif // defined HAVE_PYBIND11

#endif // defined __python_helpers_hpp__

Updated on 2024-07-18 at 13:53:35 +0000