using CUDA using .ExpressionProcessing using .Interpreter expressions = Vector{Expr}(undef, 2) variables = Matrix{Float64}(undef, 2,2) parameters = Vector{Vector{Float64}}(undef, 2) # Resulting value should be 10 for the first expression expressions[1] = :(x1 + 1 * x2 + p1) expressions[2] = :(5 + x1 + 1 * x2 + p1 + p2) variables[1,1] = 2.0 variables[2,1] = 3.0 variables[1,2] = 0.0 variables[2,2] = 5.0 parameters[1] = Vector{Float64}(undef, 1) parameters[2] = Vector{Float64}(undef, 2) parameters[1][1] = 5.0 parameters[2][1] = 5.0 parameters[2][2] = 0.0 function testHelper(expression::Expr, variables::Matrix{Float64}, parameters::Vector{Vector{Float64}}, expectedResult::Float64) postfix = Vector([expr_to_postfix(expression)]) result = Interpreter.interpret(postfix, variables, parameters) @test isequal(result[1,1], expectedResult) end @testset "Test conversion to matrix" begin reference = Matrix{Float64}(undef, 2, 2) reference[1,1] = 5.0 reference[2,1] = NaN64 reference[1,2] = 5.0 reference[2,2] = 0.0 # reference = Matrix([5.0, NaN], # [5.0, 0.0]) result = Interpreter.convert_to_matrix(parameters, NaN64) @test isequal(result, reference) end @testset "Test commutative interpretation" begin var = Matrix{Float64}(undef, 2, 1) param = Vector{Vector{Float64}}(undef, 1) expectedResult = 8.0 # Not using "eval" because the variables are not stored in global scope var[1,1] = 3.0 var[2,1] = 5.0 param[1] = [3.0, 5.0] # test with fixed values expr = :(3.0 + 5.0) testHelper(expr, var, param, expectedResult) # test with variables expr = :(x1 + x2) testHelper(expr, var, param, expectedResult) # test with parameters expr = :(p1 + p2) testHelper(expr, var, param, expectedResult) end @testset "Test non commutative interpretation" begin var = Matrix{Float64}(undef, 2, 1) param = Vector{Vector{Float64}}(undef, 1) expectedResult = -2.0 # Not using "eval" because the variables are not stored in global scope var[1,1] = 3.0 var[2,1] = 5.0 param[1] = [3.0, 5.0] # test with fixed values expr = :(3.0 - 5.0) testHelper(expr, var, param, expectedResult) # One Test with fixed values but swapped expr = :(5.0 - 3.0) testHelper(expr, var, param, -expectedResult) # test with variables expr = :(x1 - x2) testHelper(expr, var, param, expectedResult) # test with variables but swapped expr = :(x2 - x1) testHelper(expr, var, param, -expectedResult) # test with parameters expr = :(p1 - p2) testHelper(expr, var, param, expectedResult) expr = :(p2 - p1) testHelper(expr, var, param, -expectedResult) end @testset "Test single value operator interpretation" begin var = Matrix{Float64}(undef, 1, 1) param = Vector{Vector{Float64}}(undef, 1) expectedResult = 3.0 # Not using "eval" because the variables are not stored in global scope var[1,1] = -3.0 param[1] = [-3.0] # test with fixed value expr = :(abs(-3.0)) testHelper(expr, var, param, expectedResult) # test with variable expr = :(abs(x1)) testHelper(expr, var, param, expectedResult) # test with parameter expr = :(abs(p1)) testHelper(expr, var, param, expectedResult) end @testset "Test complex expressions" begin var = Matrix{Float64}(undef, 2, 2) param = Vector{Vector{Float64}}(undef, 2) # var set 1 var[1,1] = 3.0 var[2,1] = 5.0 # var set 2 var[1,2] = 3.0 var[2,2] = -5.0 param[1] = [3.0] param[2] = [5.0, 2.0] expr1 = :((x1 + 5) * p1 - 3 / abs(x2) + (2^4) - log(8)) expr2 = :(1 + 5 * x1 - 10^2 + (p1 - p2) / 9 + exp(x2)) postfix = Vector([expr_to_postfix(expr1), expr_to_postfix(expr2)]) result = Interpreter.interpret(postfix, var, param) # var set 1 @test isapprox(result[1,1], 37.32, atol=0.01) # expr1 @test isapprox(result[1,2], 64.74, atol=0.01) # expr2 # var set 2 @test isapprox(result[2,1], 37.32, atol=0.01) # expr1 @test isapprox(result[2,2], -83.65, atol=0.01) # expr2 end