added more unit tests. Conversion to postfix not working
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@ -21,8 +21,6 @@ function expr_to_postfix(expr::Expr)::PostfixType
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postfix = PostfixType()
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operator = get_operator(expr.args[1])
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# TODO: Add suppport for single value operators like "abs(x)"
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for j in 2:length(expr.args)
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arg = expr.args[j]
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if typeof(arg) === Expr
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@ -35,12 +33,17 @@ function expr_to_postfix(expr::Expr)::PostfixType
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exprElement = convert_to_ExpressionElement(convert(Float64, arg))
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push!(postfix, exprElement)
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end
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if length(postfix) >= 2
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exprElement = convert_to_ExpressionElement(operator)
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push!(postfix, exprElement)
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end
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end
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# For the case this expression has an operator that only takes in a single value like "abs(x)"
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if length(postfix) == 1
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push!(postfix, convert_to_ExpressionElement(operator))
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end
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return postfix
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end
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@ -22,6 +22,12 @@ function interpret(expressions::Vector{ExpressionProcessing.PostfixType}, variab
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# each expression has nr. of variable sets (nr. of columns of the variables) results and there are n expressions
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cudaResults = CuArray{Float64}(undef, variableCols, length(expressions))
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# println("cudaVars")
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# println(cudaVars)
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# println("cudaParams")
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# println(cudaParams)
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# println("cudaExprs")
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# println(cudaExprs)
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# Start kernel for each expression to ensure that no warp is working on different expressions
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for i in eachindex(expressions)
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kernel = @cuda launch=false interpret_expression(cudaExprs, cudaVars, cudaParams, cudaResults, cudaStepsize, i)
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@ -32,7 +38,6 @@ function interpret(expressions::Vector{ExpressionProcessing.PostfixType}, variab
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kernel(cudaExprs, cudaVars, cudaParams, cudaResults, cudaStepsize, i; threads, blocks)
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end
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# TODO: Wait for all the kernels to finish to return the result
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return cudaResults
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end
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@ -51,9 +56,9 @@ function interpret_expression(expressions::CuDeviceArray{ExpressionElement}, var
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operationStack = MVector{MAX_STACK_SIZE, Float64}(undef) # Try to get this to function with variable size too, to allow better memory usage
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operationStackTop = 0 # stores index of the last defined/valid value
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for setIndex in index:stride
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firstVariableIndex = ((setIndex - 1) * stepsize[3]) # Exclusive
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for varSetIndex in index:stride
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firstVariableIndex = ((varSetIndex - 1) * stepsize[3]) # Exclusive
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for i in firstExprIndex:lastExprIndex
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if expressions[i].Type == EMPTY
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break
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@ -64,14 +69,13 @@ function interpret_expression(expressions::CuDeviceArray{ExpressionElement}, var
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if val > 0
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operationStack[operationStackTop] = variables[firstVariableIndex + val]
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else
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val = abs(val)
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val = -val
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operationStack[operationStackTop] = parameters[firstParamIndex + val]
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end
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elseif expressions[i].Type == FLOAT64
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operationStackTop += 1
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operationStack[operationStackTop] = reinterpret(Float64, expressions[i].Value)
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elseif expressions[i].Type == OPERATOR
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# TODO Maybe put this in seperate function
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type = reinterpret(Operator, expressions[i].Value)
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if type == ADD
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operationStackTop -= 1
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@ -103,8 +107,8 @@ function interpret_expression(expressions::CuDeviceArray{ExpressionElement}, var
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end
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end
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# "(exprIndex - 1) * variableCols" -> calculates the column in which to insert the result (expression = column)
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# "+ setIndex" -> to get the row inside the column at which to insert the result of the variable set (variable set = row)
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resultIndex = convert(Int, (exprIndex - 1) * variableCols + setIndex) # Inclusive
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# "+ varSetIndex" -> to get the row inside the column at which to insert the result of the variable set (variable set = row)
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resultIndex = convert(Int, (exprIndex - 1) * variableCols + varSetIndex) # Inclusive
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results[resultIndex] = operationStack[operationStackTop]
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end
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@ -21,7 +21,6 @@ parameters[2][2] = 0.0
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function testHelper(expression::Expr, variables::Matrix{Float64}, parameters::Vector{Vector{Float64}}, expectedResult::Float64)
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postfix = Vector([expr_to_postfix(expression)])
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println(postfix)
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result = Interpreter.interpret(postfix, variables, parameters)
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@test isequal(result[1,1], expectedResult)
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end
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@ -35,6 +34,8 @@ end
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end
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@testset "Test conversion to matrix" begin
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return
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reference = Matrix{Float64}(undef, 2, 2)
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reference[1,1] = 5.0
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reference[2,1] = NaN64
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@ -48,9 +49,11 @@ end
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end
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@testset "Test commutative interpretation" begin
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return
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var = Matrix{Float64}(undef, 2, 1)
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param = Vector{Vector{Float64}}(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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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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@ -68,9 +71,11 @@ end
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end
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@testset "Test non commutative interpretation" begin
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return
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var = Matrix{Float64}(undef, 2, 1)
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param = Vector{Vector{Float64}}(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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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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@ -98,14 +103,15 @@ end
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end
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@testset "Test single value operator interpretation" begin
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return
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var = Matrix{Float64}(undef, 1, 1)
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param = Vector{Vector{Float64}}(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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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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println("SINGLE VALUE")
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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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@ -117,5 +123,30 @@ end
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testHelper(expr, var, param, expectedResult)
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end
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# TODO: Add several tests fo the mathematical expressions
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# And some more complicated expressions, with some only having variables, some only having parameters and some having both
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@testset "Test complex expressions" begin
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var = Matrix{Float64}(undef, 2, 2)
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param = Vector{Vector{Float64}}(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 isequal(result[1,2], 64.74, atol=0.01) # expr2
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# var set 2
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@test isequal(result[2,1], 37.32, atol=0.01) # expr1
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@test isequal(result[2,2], -83.65, atol=0.01) # expr2
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end
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