Daniel
68cedd75fc
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139 lines
3.8 KiB
Julia
139 lines
3.8 KiB
Julia
using CUDA
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using .ExpressionProcessing
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using .Interpreter
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expressions = Vector{Expr}(undef, 2)
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variables = Matrix{Float32}(undef, 2,2)
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parameters = Vector{Vector{Float32}}(undef, 2)
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# Resulting value should be 10 for the first expression
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expressions[1] = :(x1 + 1 * x2 + p1)
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expressions[2] = :(5 + x1 + 1 * x2 + p1 + p2)
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variables[1,1] = 2.0
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variables[2,1] = 3.0
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variables[1,2] = 0.0
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variables[2,2] = 5.0
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parameters[1] = Vector{Float32}(undef, 1)
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parameters[2] = Vector{Float32}(undef, 2)
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parameters[1][1] = 5.0
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parameters[2][1] = 5.0
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parameters[2][2] = 0.0
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function testHelper(expression::Expr, variables::Matrix{Float32}, parameters::Vector{Vector{Float32}}, expectedResult)
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postfix = Vector([expr_to_postfix(expression)])
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result = Interpreter.interpret(postfix, variables, parameters)
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expectedResult32 = convert(Float32, expectedResult)
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@test isequal(result[1,1], expectedResult32)
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end
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@testset "Test conversion to matrix" begin
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reference = Matrix{Float32}(undef, 2, 2)
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reference[1,1] = 5.0
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reference[2,1] = NaN32
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reference[1,2] = 5.0
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reference[2,2] = 0.0
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# reference = Matrix([5.0, NaN],
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# [5.0, 0.0])
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result = Interpreter.convert_to_matrix(parameters, NaN32)
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@test isequal(result, reference)
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end
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@testset "Test commutative interpretation" begin
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var = Matrix{Float32}(undef, 2, 1)
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param = Vector{Vector{Float32}}(undef, 1)
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expectedResult = 8.0 # Not using "eval" because the variables are not stored in global scope
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var[1,1] = 3.0
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var[2,1] = 5.0
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param[1] = [3.0, 5.0]
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# test with fixed values
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expr = :(3.0 + 5.0)
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testHelper(expr, var, param, expectedResult)
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# test with variables
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expr = :(x1 + x2)
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testHelper(expr, var, param, expectedResult)
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# test with parameters
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expr = :(p1 + p2)
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testHelper(expr, var, param, expectedResult)
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end
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@testset "Test non commutative interpretation" begin
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var = Matrix{Float32}(undef, 2, 1)
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param = Vector{Vector{Float32}}(undef, 1)
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expectedResult = -2.0 # Not using "eval" because the variables are not stored in global scope
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var[1,1] = 3.0
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var[2,1] = 5.0
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param[1] = [3.0, 5.0]
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# test with fixed values
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expr = :(3.0 - 5.0)
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testHelper(expr, var, param, expectedResult)
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# One Test with fixed values but swapped
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expr = :(5.0 - 3.0)
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testHelper(expr, var, param, -expectedResult)
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# test with variables
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expr = :(x1 - x2)
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testHelper(expr, var, param, expectedResult)
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# test with variables but swapped
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expr = :(x2 - x1)
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testHelper(expr, var, param, -expectedResult)
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# test with parameters
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expr = :(p1 - p2)
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testHelper(expr, var, param, expectedResult)
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expr = :(p2 - p1)
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testHelper(expr, var, param, -expectedResult)
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end
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@testset "Test single value operator interpretation" begin
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var = Matrix{Float32}(undef, 1, 1)
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param = Vector{Vector{Float32}}(undef, 1)
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expectedResult = 3.0 # Not using "eval" because the variables are not stored in global scope
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var[1,1] = -3.0
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param[1] = [-3.0]
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# test with fixed value
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expr = :(abs(-3.0))
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testHelper(expr, var, param, expectedResult)
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# test with variable
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expr = :(abs(x1))
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testHelper(expr, var, param, expectedResult)
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# test with parameter
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expr = :(abs(p1))
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testHelper(expr, var, param, expectedResult)
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end
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@testset "Test complex expressions" begin
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var = Matrix{Float32}(undef, 2, 2)
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param = Vector{Vector{Float32}}(undef, 2)
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# var set 1
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var[1,1] = 3.0
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var[2,1] = 5.0
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# var set 2
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var[1,2] = 3.0
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var[2,2] = -5.0
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param[1] = [3.0]
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param[2] = [5.0, 2.0]
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expr1 = :((x1 + 5) * p1 - 3 / abs(x2) + (2^4) - log(8))
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expr2 = :(1 + 5 * x1 - 10^2 + (p1 - p2) / 9 + exp(x2))
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postfix = Vector([expr_to_postfix(expr1), expr_to_postfix(expr2)])
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result = Interpreter.interpret(postfix, var, param)
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# var set 1
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@test isapprox(result[1,1], 37.32, atol=0.01) # expr1
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@test isapprox(result[1,2], 64.74, atol=0.01) # expr2
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# var set 2
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@test isapprox(result[2,1], 37.32, atol=0.01) # expr1
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@test isapprox(result[2,2], -83.65, atol=0.01) # expr2
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end
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