EQ2EMu/EQ2/source/depends/boost_1_72_0/libs/numeric/ublas/test/tensor/test_expression_evaluation.cpp

//  Copyright (c) 2018-2019 Cem Bassoy
//
//  Distributed under the Boost Software License, Version 1.0. (See
//  accompanying file LICENSE_1_0.txt or copy at
//  http://www.boost.org/LICENSE_1_0.txt)
//
//  The authors gratefully acknowledge the support of
//  Fraunhofer and Google in producing this work
//  which started as a Google Summer of Code project.
//



#include <boost/numeric/ublas/tensor/expression_evaluation.hpp>
#include <boost/numeric/ublas/tensor/expression.hpp>
#include <boost/numeric/ublas/tensor/tensor.hpp>
#include <boost/test/unit_test.hpp>
#include "utility.hpp"

#include <functional>

using test_types = zip<int,long,float,double,std::complex<float>>::with_t<boost::numeric::ublas::first_order, boost::numeric::ublas::last_order>;


struct fixture
{
	using extents_type = boost::numeric::ublas::shape;
	fixture()
	  : extents{
	      extents_type{},            // 0

	      extents_type{1,1},         // 1
	      extents_type{1,2},         // 2
	      extents_type{2,1},         // 3

	      extents_type{2,3},         // 4
	      extents_type{2,3,1},       // 5
	      extents_type{1,2,3},       // 6
	      extents_type{1,1,2,3},     // 7
	      extents_type{1,2,3,1,1},   // 8

	      extents_type{4,2,3},       // 9
	      extents_type{4,2,1,3},     // 10
	      extents_type{4,2,1,3,1},   // 11
	      extents_type{1,4,2,1,3,1}}  // 12
	{
	}
	std::vector<extents_type> extents;
};



BOOST_FIXTURE_TEST_CASE_TEMPLATE( test_tensor_expression_retrieve_extents, value,  test_types, fixture)
{
	using namespace boost::numeric;
	using value_type  = typename value::first_type;
	using layout_type = typename value::second_type;
	using tensor_type = ublas::tensor<value_type, layout_type>;

	auto uplus1 = std::bind(  std::plus<value_type>{}, std::placeholders::_1, value_type(1) );
	auto uplus2 = std::bind(  std::plus<value_type>{}, value_type(2), std::placeholders::_2 );
	auto bplus  = std::plus <value_type>{};
	auto bminus = std::minus<value_type>{};

	for(auto const& e : extents) {

		auto t = tensor_type(e);
		auto v = value_type{};
		for(auto& tt: t){ tt = v; v+=value_type{1}; }


		BOOST_CHECK( ublas::detail::retrieve_extents( t ) == e );


		// uexpr1 = t+1
		// uexpr2 = 2+t
		auto uexpr1 = ublas::detail::make_unary_tensor_expression<tensor_type>( t, uplus1 );
		auto uexpr2 = ublas::detail::make_unary_tensor_expression<tensor_type>( t, uplus2 );

		BOOST_CHECK( ublas::detail::retrieve_extents( uexpr1 ) == e );
		BOOST_CHECK( ublas::detail::retrieve_extents( uexpr2 ) == e );

		// bexpr_uexpr = (t+1) + (2+t)
		auto bexpr_uexpr = ublas::detail::make_binary_tensor_expression<tensor_type>( uexpr1, uexpr2, bplus );

		BOOST_CHECK( ublas::detail::retrieve_extents( bexpr_uexpr ) == e );


		// bexpr_bexpr_uexpr = ((t+1) + (2+t)) - t
		auto bexpr_bexpr_uexpr = ublas::detail::make_binary_tensor_expression<tensor_type>( bexpr_uexpr, t, bminus );

		BOOST_CHECK( ublas::detail::retrieve_extents( bexpr_bexpr_uexpr ) == e );

	}


	for(auto i = 0u; i < extents.size()-1; ++i)
	{

		auto v = value_type{};

		auto t1 = tensor_type(extents[i]);
		for(auto& tt: t1){ tt = v; v+=value_type{1}; }

		auto t2 = tensor_type(extents[i+1]);
		for(auto& tt: t2){ tt = v; v+=value_type{2}; }

		BOOST_CHECK( ublas::detail::retrieve_extents( t1 ) != ublas::detail::retrieve_extents( t2 ) );

		// uexpr1 = t1+1
		// uexpr2 = 2+t2
		auto uexpr1 = ublas::detail::make_unary_tensor_expression<tensor_type>( t1, uplus1 );
		auto uexpr2 = ublas::detail::make_unary_tensor_expression<tensor_type>( t2, uplus2 );

		BOOST_CHECK( ublas::detail::retrieve_extents( t1 )     == ublas::detail::retrieve_extents( uexpr1 ) );
		BOOST_CHECK( ublas::detail::retrieve_extents( t2 )     == ublas::detail::retrieve_extents( uexpr2 ) );
		BOOST_CHECK( ublas::detail::retrieve_extents( uexpr1 ) != ublas::detail::retrieve_extents( uexpr2 ) );

		// bexpr_uexpr = (t1+1) + (2+t2)
		auto bexpr_uexpr = ublas::detail::make_binary_tensor_expression<tensor_type>( uexpr1, uexpr2, bplus );

		BOOST_CHECK( ublas::detail::retrieve_extents( bexpr_uexpr ) == ublas::detail::retrieve_extents(t1) );


		// bexpr_bexpr_uexpr = ((t1+1) + (2+t2)) - t2
		auto bexpr_bexpr_uexpr1 = ublas::detail::make_binary_tensor_expression<tensor_type>( bexpr_uexpr, t2, bminus );

		BOOST_CHECK( ublas::detail::retrieve_extents( bexpr_bexpr_uexpr1 ) == ublas::detail::retrieve_extents(t2) );


		// bexpr_bexpr_uexpr = t2 - ((t1+1) + (2+t2))
		auto bexpr_bexpr_uexpr2 = ublas::detail::make_binary_tensor_expression<tensor_type>( t2, bexpr_uexpr, bminus );

		BOOST_CHECK( ublas::detail::retrieve_extents( bexpr_bexpr_uexpr2 ) == ublas::detail::retrieve_extents(t2) );
	}
}







BOOST_FIXTURE_TEST_CASE_TEMPLATE( test_tensor_expression_all_extents_equal, value,  test_types, fixture)
{
	using namespace boost::numeric;
	using value_type  = typename value::first_type;
	using layout_type = typename value::second_type;
	using tensor_type = ublas::tensor<value_type, layout_type>;

	auto uplus1 = std::bind(  std::plus<value_type>{}, std::placeholders::_1, value_type(1) );
	auto uplus2 = std::bind(  std::plus<value_type>{}, value_type(2), std::placeholders::_2 );
	auto bplus  = std::plus <value_type>{};
	auto bminus = std::minus<value_type>{};

	for(auto const& e : extents) {

		auto t = tensor_type(e);
		auto v = value_type{};
		for(auto& tt: t){ tt = v; v+=value_type{1}; }


		BOOST_CHECK( ublas::detail::all_extents_equal( t , e ) );


		// uexpr1 = t+1
		// uexpr2 = 2+t
		auto uexpr1 = ublas::detail::make_unary_tensor_expression<tensor_type>( t, uplus1 );
		auto uexpr2 = ublas::detail::make_unary_tensor_expression<tensor_type>( t, uplus2 );

		BOOST_CHECK( ublas::detail::all_extents_equal( uexpr1, e ) );
		BOOST_CHECK( ublas::detail::all_extents_equal( uexpr2, e ) );

		// bexpr_uexpr = (t+1) + (2+t)
		auto bexpr_uexpr = ublas::detail::make_binary_tensor_expression<tensor_type>( uexpr1, uexpr2, bplus );

		BOOST_CHECK( ublas::detail::all_extents_equal( bexpr_uexpr, e ) );


		// bexpr_bexpr_uexpr = ((t+1) + (2+t)) - t
		auto bexpr_bexpr_uexpr = ublas::detail::make_binary_tensor_expression<tensor_type>( bexpr_uexpr, t, bminus );

		BOOST_CHECK( ublas::detail::all_extents_equal( bexpr_bexpr_uexpr , e ) );

	}


	for(auto i = 0u; i < extents.size()-1; ++i)
	{

		auto v = value_type{};

		auto t1 = tensor_type(extents[i]);
		for(auto& tt: t1){ tt = v; v+=value_type{1}; }

		auto t2 = tensor_type(extents[i+1]);
		for(auto& tt: t2){ tt = v; v+=value_type{2}; }

		BOOST_CHECK( ublas::detail::all_extents_equal( t1, ublas::detail::retrieve_extents(t1) ) );
		BOOST_CHECK( ublas::detail::all_extents_equal( t2, ublas::detail::retrieve_extents(t2) ) );

		// uexpr1 = t1+1
		// uexpr2 = 2+t2
		auto uexpr1 = ublas::detail::make_unary_tensor_expression<tensor_type>( t1, uplus1 );
		auto uexpr2 = ublas::detail::make_unary_tensor_expression<tensor_type>( t2, uplus2 );

		BOOST_CHECK( ublas::detail::all_extents_equal( uexpr1, ublas::detail::retrieve_extents(uexpr1) ) );
		BOOST_CHECK( ublas::detail::all_extents_equal( uexpr2, ublas::detail::retrieve_extents(uexpr2) ) );

		// bexpr_uexpr = (t1+1) + (2+t2)
		auto bexpr_uexpr = ublas::detail::make_binary_tensor_expression<tensor_type>( uexpr1, uexpr2, bplus );

		BOOST_CHECK( ! ublas::detail::all_extents_equal( bexpr_uexpr, ublas::detail::retrieve_extents( bexpr_uexpr  ) ) );

		// bexpr_bexpr_uexpr = ((t1+1) + (2+t2)) - t2
		auto bexpr_bexpr_uexpr1 = ublas::detail::make_binary_tensor_expression<tensor_type>( bexpr_uexpr, t2, bminus );

		BOOST_CHECK( ! ublas::detail::all_extents_equal( bexpr_bexpr_uexpr1, ublas::detail::retrieve_extents( bexpr_bexpr_uexpr1  ) ) );

		// bexpr_bexpr_uexpr = t2 - ((t1+1) + (2+t2))
		auto bexpr_bexpr_uexpr2 = ublas::detail::make_binary_tensor_expression<tensor_type>( t2, bexpr_uexpr, bminus );

		BOOST_CHECK( ! ublas::detail::all_extents_equal( bexpr_bexpr_uexpr2, ublas::detail::retrieve_extents( bexpr_bexpr_uexpr2  ) ) );


		// bexpr_uexpr2 = (t1+1) + t2
		auto bexpr_uexpr2 = ublas::detail::make_binary_tensor_expression<tensor_type>( uexpr1, t2, bplus );
		BOOST_CHECK( ! ublas::detail::all_extents_equal( bexpr_uexpr2, ublas::detail::retrieve_extents( bexpr_uexpr2  ) ) );


		// bexpr_uexpr2 = ((t1+1) + t2) + t1
		auto bexpr_bexpr_uexpr3 = ublas::detail::make_binary_tensor_expression<tensor_type>( bexpr_uexpr2, t1, bplus );
		BOOST_CHECK( ! ublas::detail::all_extents_equal( bexpr_bexpr_uexpr3, ublas::detail::retrieve_extents( bexpr_bexpr_uexpr3  ) ) );

		// bexpr_uexpr2 = t1 + (((t1+1) + t2) + t1)
		auto bexpr_bexpr_uexpr4 = ublas::detail::make_binary_tensor_expression<tensor_type>( t1, bexpr_bexpr_uexpr3, bplus );
		BOOST_CHECK( ! ublas::detail::all_extents_equal( bexpr_bexpr_uexpr4, ublas::detail::retrieve_extents( bexpr_bexpr_uexpr4  ) ) );

	}
}