forked from kscience/kmath
Rewrite ASM codegen to use curried operators, fix bugs, update benchmarks
This commit is contained in:
parent
0595950820
commit
e62cf4fc65
@ -4,13 +4,19 @@ import kscience.kmath.asm.compile
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import kscience.kmath.expressions.Expression
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import kscience.kmath.expressions.expressionInField
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import kscience.kmath.expressions.invoke
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import kscience.kmath.expressions.symbol
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import kscience.kmath.operations.Field
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import kscience.kmath.operations.RealField
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import org.openjdk.jmh.annotations.Benchmark
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import org.openjdk.jmh.annotations.Scope
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import org.openjdk.jmh.annotations.State
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import kotlin.random.Random
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import kotlin.system.measureTimeMillis
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@State(Scope.Benchmark)
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internal class ExpressionsInterpretersBenchmark {
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private val algebra: Field<Double> = RealField
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@Benchmark
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fun functionalExpression() {
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val expr = algebra.expressionInField {
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symbol("x") * const(2.0) + const(2.0) / symbol("x") - const(16.0)
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@ -19,6 +25,7 @@ internal class ExpressionsInterpretersBenchmark {
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invokeAndSum(expr)
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}
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@Benchmark
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fun mstExpression() {
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val expr = algebra.mstInField {
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symbol("x") * number(2.0) + number(2.0) / symbol("x") - number(16.0)
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@ -27,6 +34,7 @@ internal class ExpressionsInterpretersBenchmark {
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invokeAndSum(expr)
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}
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@Benchmark
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fun asmExpression() {
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val expr = algebra.mstInField {
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symbol("x") * number(2.0) + number(2.0) / symbol("x") - number(16.0)
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@ -35,6 +43,13 @@ internal class ExpressionsInterpretersBenchmark {
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invokeAndSum(expr)
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}
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@Benchmark
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fun rawExpression() {
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val x by symbol
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val expr = Expression<Double> { args -> args.getValue(x) * 2.0 + 2.0 / args.getValue(x) - 16.0 }
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invokeAndSum(expr)
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}
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private fun invokeAndSum(expr: Expression<Double>) {
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val random = Random(0)
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var sum = 0.0
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@ -46,35 +61,3 @@ internal class ExpressionsInterpretersBenchmark {
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println(sum)
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}
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}
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/**
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* This benchmark compares basically evaluation of simple function with MstExpression interpreter, ASM backend and
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* core FunctionalExpressions API.
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*
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* The expected rating is:
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*
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* 1. ASM.
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* 2. MST.
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* 3. FE.
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*/
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fun main() {
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val benchmark = ExpressionsInterpretersBenchmark()
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val fe = measureTimeMillis {
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benchmark.functionalExpression()
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}
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println("fe=$fe")
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val mst = measureTimeMillis {
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benchmark.mstExpression()
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}
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println("mst=$mst")
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val asm = measureTimeMillis {
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benchmark.asmExpression()
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}
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println("asm=$asm")
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}
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@ -16,17 +16,13 @@ internal class ArrayBenchmark {
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@Benchmark
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fun benchmarkBufferRead() {
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var res = 0
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for (i in 1..size) res += arrayBuffer.get(
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size - i
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)
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for (i in 1..size) res += arrayBuffer[size - i]
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}
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@Benchmark
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fun nativeBufferRead() {
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var res = 0
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for (i in 1..size) res += nativeBuffer.get(
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size - i
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)
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for (i in 1..size) res += nativeBuffer[size - i]
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}
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companion object {
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@ -36,7 +36,7 @@ internal class ViktorBenchmark {
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@Benchmark
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fun rawViktor() {
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val one = F64Array.full(init = 1.0, shape = *intArrayOf(dim, dim))
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val one = F64Array.full(init = 1.0, shape = intArrayOf(dim, dim))
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var res = one
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repeat(n) { res = res + one }
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}
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@ -64,7 +64,8 @@ public fun <T> Algebra<T>.evaluate(node: MST): T = when (node) {
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node.left is MST.Numeric && node.right is MST.Numeric -> {
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val number = RealField
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.binaryOperation(node.operation)(node.left.value.toDouble(), node.right.value.toDouble())
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.binaryOperation(node.operation)
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.invoke(node.left.value.toDouble(), node.right.value.toDouble())
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number(number)
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}
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@ -24,13 +24,17 @@ public object MstSpace : Space<MST>, NumericAlgebra<MST> {
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public override fun number(value: Number): MST.Numeric = MstAlgebra.number(value)
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public override fun symbol(value: String): MST.Symbolic = MstAlgebra.symbol(value)
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override fun add(a: MST, b: MST): MST.Binary = binaryOperation(SpaceOperations.PLUS_OPERATION)(a, b)
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override fun multiply(a: MST, k: Number): MST.Binary = binaryOperation(RingOperations.TIMES_OPERATION)(a, number(k))
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public override fun add(a: MST, b: MST): MST.Binary = binaryOperation(SpaceOperations.PLUS_OPERATION)(a, b)
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public override fun MST.unaryMinus(): MST = unaryOperation(SpaceOperations.MINUS_OPERATION)(this)
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override fun binaryOperation(operation: String): (left: MST, right: MST) -> MST.Binary =
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public override fun multiply(a: MST, k: Number): MST.Binary =
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binaryOperation(RingOperations.TIMES_OPERATION)(a, number(k))
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public override fun binaryOperation(operation: String): (left: MST, right: MST) -> MST.Binary =
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MstAlgebra.binaryOperation(operation)
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override fun unaryOperation(operation: String): (arg: MST) -> MST.Unary = MstAlgebra.unaryOperation(operation)
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public override fun unaryOperation(operation: String): (arg: MST) -> MST.Unary =
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MstAlgebra.unaryOperation(operation)
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}
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/**
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@ -47,6 +51,7 @@ public object MstRing : Ring<MST>, NumericAlgebra<MST> {
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public override fun add(a: MST, b: MST): MST.Binary = MstSpace.add(a, b)
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public override fun multiply(a: MST, k: Number): MST.Binary = MstSpace.multiply(a, k)
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public override fun multiply(a: MST, b: MST): MST.Binary = binaryOperation(RingOperations.TIMES_OPERATION)(a, b)
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public override fun MST.unaryMinus(): MST = MstSpace.unaryOperation(SpaceOperations.MINUS_OPERATION)(this)
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public override fun binaryOperation(operation: String): (left: MST, right: MST) -> MST.Binary =
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MstSpace.binaryOperation(operation)
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@ -71,6 +76,7 @@ public object MstField : Field<MST> {
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public override fun multiply(a: MST, k: Number): MST.Binary = MstRing.multiply(a, k)
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public override fun multiply(a: MST, b: MST): MST.Binary = MstRing.multiply(a, b)
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public override fun divide(a: MST, b: MST): MST.Binary = binaryOperation(FieldOperations.DIV_OPERATION)(a, b)
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public override fun MST.unaryMinus(): MST = MstSpace.unaryOperation(SpaceOperations.MINUS_OPERATION)(this)
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public override fun binaryOperation(operation: String): (left: MST, right: MST) -> MST.Binary =
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MstRing.binaryOperation(operation)
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@ -105,6 +111,7 @@ public object MstExtendedField : ExtendedField<MST> {
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public override fun multiply(a: MST, k: Number): MST.Binary = MstField.multiply(a, k)
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public override fun multiply(a: MST, b: MST): MST.Binary = MstField.multiply(a, b)
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public override fun divide(a: MST, b: MST): MST.Binary = MstField.divide(a, b)
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public override fun MST.unaryMinus(): MST = MstSpace.unaryOperation(SpaceOperations.MINUS_OPERATION)(this)
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public override fun power(arg: MST, pow: Number): MST.Binary =
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binaryOperation(PowerOperations.POW_OPERATION)(arg, number(pow))
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@ -15,7 +15,12 @@ import kotlin.contracts.contract
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*/
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public class MstExpression<T, out A : Algebra<T>>(public val algebra: A, public val mst: MST) : Expression<T> {
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private inner class InnerAlgebra(val arguments: Map<Symbol, T>) : NumericAlgebra<T> {
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override fun symbol(value: String): T = arguments[StringSymbol(value)] ?: algebra.symbol(value)
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override fun symbol(value: String): T = try {
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algebra.symbol(value)
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} catch (ignored: IllegalStateException) {
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null
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} ?: arguments.getValue(StringSymbol(value))
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override fun unaryOperation(operation: String): (arg: T) -> T = algebra.unaryOperation(operation)
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override fun binaryOperation(operation: String): (left: T, right: T) -> T = algebra.binaryOperation(operation)
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@ -1,13 +1,13 @@
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package kscience.kmath.asm
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import kscience.kmath.asm.internal.AsmBuilder
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import kscience.kmath.asm.internal.MstType
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import kscience.kmath.asm.internal.buildAlgebraOperationCall
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import kscience.kmath.asm.internal.buildName
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import kscience.kmath.ast.MST
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import kscience.kmath.ast.MstExpression
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import kscience.kmath.expressions.Expression
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import kscience.kmath.operations.Algebra
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import kscience.kmath.operations.NumericAlgebra
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import kscience.kmath.operations.RealField
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/**
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* Compiles given MST to an Expression using AST compiler.
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@ -23,37 +23,46 @@ internal fun <T : Any> MST.compileWith(type: Class<T>, algebra: Algebra<T>): Exp
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is MST.Symbolic -> {
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val symbol = try {
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algebra.symbol(node.value)
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} catch (ignored: Throwable) {
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} catch (ignored: IllegalStateException) {
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null
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}
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if (symbol != null)
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loadTConstant(symbol)
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loadObjectConstant(symbol as Any)
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else
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loadVariable(node.value)
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}
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is MST.Numeric -> loadNumeric(node.value)
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is MST.Numeric -> loadNumberConstant(node.value)
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is MST.Unary -> buildCall(algebra.unaryOperation(node.operation)) { visit(node.value) }
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is MST.Unary -> buildAlgebraOperationCall(
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context = algebra,
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name = node.operation,
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fallbackMethodName = "unaryOperation",
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parameterTypes = arrayOf(MstType.fromMst(node.value))
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) { visit(node.value) }
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is MST.Binary -> when {
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algebra is NumericAlgebra<T> && node.left is MST.Numeric && node.right is MST.Numeric -> loadObjectConstant(
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algebra.number(
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RealField
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.binaryOperation(node.operation)
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.invoke(node.left.value.toDouble(), node.right.value.toDouble())
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)
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)
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is MST.Binary -> buildAlgebraOperationCall(
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context = algebra,
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name = node.operation,
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fallbackMethodName = "binaryOperation",
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parameterTypes = arrayOf(MstType.fromMst(node.left), MstType.fromMst(node.right))
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) {
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visit(node.left)
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visit(node.right)
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algebra is NumericAlgebra<T> && node.left is MST.Numeric -> buildCall(algebra.leftSideNumberOperation(node.operation)) {
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visit(node.left)
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visit(node.right)
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}
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algebra is NumericAlgebra<T> && node.right is MST.Numeric -> buildCall(algebra.rightSideNumberOperation(node.operation)) {
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visit(node.left)
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visit(node.right)
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}
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else -> buildCall(algebra.binaryOperation(node.operation)) {
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visit(node.left)
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visit(node.right)
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}
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}
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}
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return AsmBuilder(type, algebra, buildName(this)) { visit(this@compileWith) }.getInstance()
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return AsmBuilder<T>(type, buildName(this)) { visit(this@compileWith) }.instance
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}
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/**
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@ -4,26 +4,24 @@ import kscience.kmath.asm.internal.AsmBuilder.ClassLoader
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import kscience.kmath.ast.MST
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import kscience.kmath.expressions.Expression
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import kscience.kmath.operations.Algebra
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import kscience.kmath.operations.NumericAlgebra
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import org.objectweb.asm.*
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import org.objectweb.asm.Opcodes.*
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import org.objectweb.asm.commons.InstructionAdapter
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import java.util.*
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import java.util.stream.Collectors
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import java.util.stream.Collectors.toMap
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import kotlin.contracts.InvocationKind
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import kotlin.contracts.contract
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/**
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* ASM Builder is a structure that abstracts building a class designated to unwrap [MST] to plain Java expression.
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* This class uses [ClassLoader] for loading the generated class, then it is able to instantiate the new class.
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*
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* @property T the type of AsmExpression to unwrap.
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* @property algebra the algebra the applied AsmExpressions use.
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* @property className the unique class name of new loaded class.
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* @property invokeLabel0Visitor the function to apply to this object when generating invoke method, label 0.
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* @author Iaroslav Postovalov
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*/
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internal class AsmBuilder<T> internal constructor(
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private val classOfT: Class<*>,
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private val algebra: Algebra<T>,
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classOfT: Class<*>,
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private val className: String,
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private val invokeLabel0Visitor: AsmBuilder<T>.() -> Unit,
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) {
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@ -39,15 +37,10 @@ internal class AsmBuilder<T> internal constructor(
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*/
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private val classLoader: ClassLoader = ClassLoader(javaClass.classLoader)
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/**
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* ASM Type for [algebra].
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*/
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private val tAlgebraType: Type = algebra.javaClass.asm
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/**
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* ASM type for [T].
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*/
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internal val tType: Type = classOfT.asm
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private val tType: Type = classOfT.asm
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/**
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* ASM type for new class.
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@ -69,51 +62,13 @@ internal class AsmBuilder<T> internal constructor(
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*/
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private var hasConstants: Boolean = true
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/**
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* States whether [T] a primitive type, so [AsmBuilder] may generate direct primitive calls.
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*/
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internal var primitiveMode: Boolean = false
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/**
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* Primitive type to apply for specific primitive calls. Use [OBJECT_TYPE], if not in [primitiveMode].
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*/
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internal var primitiveMask: Type = OBJECT_TYPE
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/**
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* Boxed primitive type to apply for specific primitive calls. Use [OBJECT_TYPE], if not in [primitiveMode].
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*/
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internal var primitiveMaskBoxed: Type = OBJECT_TYPE
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/**
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* Stack of useful objects types on stack to verify types.
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*/
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private val typeStack: ArrayDeque<Type> = ArrayDeque()
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/**
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* Stack of useful objects types on stack expected by algebra calls.
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*/
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internal val expectationStack: ArrayDeque<Type> = ArrayDeque<Type>(1).also { it.push(tType) }
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/**
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* The cache for instance built by this builder.
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*/
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private var generatedInstance: Expression<T>? = null
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/**
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* Subclasses, loads and instantiates [Expression] for given parameters.
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*
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* The built instance is cached.
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*/
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@Suppress("UNCHECKED_CAST")
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internal fun getInstance(): Expression<T> {
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generatedInstance?.let { return it }
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if (SIGNATURE_LETTERS.containsKey(classOfT)) {
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primitiveMode = true
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primitiveMask = SIGNATURE_LETTERS.getValue(classOfT)
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primitiveMaskBoxed = tType
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}
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val instance: Expression<T> by lazy {
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val classWriter = ClassWriter(ClassWriter.COMPUTE_FRAMES) {
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visit(
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V1_8,
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@ -192,15 +147,6 @@ internal class AsmBuilder<T> internal constructor(
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hasConstants = constants.isNotEmpty()
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visitField(
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access = ACC_PRIVATE or ACC_FINAL,
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name = "algebra",
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descriptor = tAlgebraType.descriptor,
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signature = null,
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value = null,
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block = FieldVisitor::visitEnd
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)
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if (hasConstants)
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visitField(
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access = ACC_PRIVATE or ACC_FINAL,
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@ -214,25 +160,17 @@ internal class AsmBuilder<T> internal constructor(
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visitMethod(
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ACC_PUBLIC,
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"<init>",
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Type.getMethodDescriptor(
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Type.VOID_TYPE,
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tAlgebraType,
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*OBJECT_ARRAY_TYPE.wrapToArrayIf { hasConstants }),
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Type.getMethodDescriptor(Type.VOID_TYPE, *OBJECT_ARRAY_TYPE.wrapToArrayIf { hasConstants }),
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null,
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null
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).instructionAdapter {
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val thisVar = 0
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val algebraVar = 1
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val constantsVar = 2
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val constantsVar = 1
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val l0 = label()
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load(thisVar, classType)
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invokespecial(OBJECT_TYPE.internalName, "<init>", Type.getMethodDescriptor(Type.VOID_TYPE), false)
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label()
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load(thisVar, classType)
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load(algebraVar, tAlgebraType)
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putfield(classType.internalName, "algebra", tAlgebraType.descriptor)
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if (hasConstants) {
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label()
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@ -246,15 +184,6 @@ internal class AsmBuilder<T> internal constructor(
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val l4 = label()
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visitLocalVariable("this", classType.descriptor, null, l0, l4, thisVar)
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visitLocalVariable(
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"algebra",
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tAlgebraType.descriptor,
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null,
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l0,
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l4,
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algebraVar
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)
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if (hasConstants)
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visitLocalVariable("constants", OBJECT_ARRAY_TYPE.descriptor, null, l0, l4, constantsVar)
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@ -265,33 +194,55 @@ internal class AsmBuilder<T> internal constructor(
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visitEnd()
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}
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val new = classLoader
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// java.io.File("dump.class").writeBytes(classWriter.toByteArray())
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classLoader
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.defineClass(className, classWriter.toByteArray())
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.constructors
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.first()
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.newInstance(algebra, *(constants.toTypedArray().wrapToArrayIf { hasConstants })) as Expression<T>
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generatedInstance = new
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return new
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||||
.newInstance(*(constants.toTypedArray().wrapToArrayIf { hasConstants })) as Expression<T>
|
||||
}
|
||||
|
||||
/**
|
||||
* Loads a [T] constant from [constants].
|
||||
* Loads [java.lang.Object] constant from constants.
|
||||
*/
|
||||
internal fun loadTConstant(value: T) {
|
||||
if (classOfT in INLINABLE_NUMBERS) {
|
||||
val expectedType = expectationStack.pop()
|
||||
val mustBeBoxed = expectedType.sort == Type.OBJECT
|
||||
loadNumberConstant(value as Number, mustBeBoxed)
|
||||
fun loadObjectConstant(value: Any, type: Type = tType): Unit = invokeMethodVisitor.run {
|
||||
val idx = if (value in constants) constants.indexOf(value) else constants.also { it += value }.lastIndex
|
||||
loadThis()
|
||||
getfield(classType.internalName, "constants", OBJECT_ARRAY_TYPE.descriptor)
|
||||
iconst(idx)
|
||||
visitInsn(AALOAD)
|
||||
checkcast(type)
|
||||
}
|
||||
|
||||
if (mustBeBoxed)
|
||||
invokeMethodVisitor.checkcast(tType)
|
||||
/**
|
||||
* Loads `this` variable.
|
||||
*/
|
||||
private fun loadThis(): Unit = invokeMethodVisitor.load(invokeThisVar, classType)
|
||||
|
||||
if (mustBeBoxed) typeStack.push(tType) else typeStack.push(primitiveMask)
|
||||
/**
|
||||
* Either loads a numeric constant [value] from the class's constants field or boxes a primitive
|
||||
* constant from the constant pool.
|
||||
*/
|
||||
fun loadNumberConstant(value: Number) {
|
||||
val boxed = value.javaClass.asm
|
||||
val primitive = BOXED_TO_PRIMITIVES[boxed]
|
||||
|
||||
if (primitive != null) {
|
||||
when (primitive) {
|
||||
Type.BYTE_TYPE -> invokeMethodVisitor.iconst(value.toInt())
|
||||
Type.DOUBLE_TYPE -> invokeMethodVisitor.dconst(value.toDouble())
|
||||
Type.FLOAT_TYPE -> invokeMethodVisitor.fconst(value.toFloat())
|
||||
Type.LONG_TYPE -> invokeMethodVisitor.lconst(value.toLong())
|
||||
Type.INT_TYPE -> invokeMethodVisitor.iconst(value.toInt())
|
||||
Type.SHORT_TYPE -> invokeMethodVisitor.iconst(value.toInt())
|
||||
}
|
||||
|
||||
box(primitive)
|
||||
return
|
||||
}
|
||||
|
||||
loadObjectConstant(value as Any, tType)
|
||||
loadObjectConstant(value, boxed)
|
||||
}
|
||||
|
||||
/**
|
||||
@ -309,77 +260,9 @@ internal class AsmBuilder<T> internal constructor(
|
||||
}
|
||||
|
||||
/**
|
||||
* Unboxes the current boxed value and pushes it.
|
||||
* Loads a variable [name] from arguments [Map] parameter of [Expression.invoke].
|
||||
*/
|
||||
private fun unboxTo(primitive: Type) = invokeMethodVisitor.invokevirtual(
|
||||
NUMBER_TYPE.internalName,
|
||||
NUMBER_CONVERTER_METHODS.getValue(primitive),
|
||||
Type.getMethodDescriptor(primitive),
|
||||
false
|
||||
)
|
||||
|
||||
/**
|
||||
* Loads [java.lang.Object] constant from constants.
|
||||
*/
|
||||
private fun loadObjectConstant(value: Any, type: Type): Unit = invokeMethodVisitor.run {
|
||||
val idx = if (value in constants) constants.indexOf(value) else constants.apply { add(value) }.lastIndex
|
||||
loadThis()
|
||||
getfield(classType.internalName, "constants", OBJECT_ARRAY_TYPE.descriptor)
|
||||
iconst(idx)
|
||||
visitInsn(AALOAD)
|
||||
checkcast(type)
|
||||
}
|
||||
|
||||
internal fun loadNumeric(value: Number) {
|
||||
if (expectationStack.peek() == NUMBER_TYPE) {
|
||||
loadNumberConstant(value, true)
|
||||
expectationStack.pop()
|
||||
typeStack.push(NUMBER_TYPE)
|
||||
} else (algebra as? NumericAlgebra<T>)?.number(value)?.let { loadTConstant(it) }
|
||||
?: error("Cannot resolve numeric $value since target algebra is not numeric, and the current operation doesn't accept numbers.")
|
||||
}
|
||||
|
||||
/**
|
||||
* Loads this variable.
|
||||
*/
|
||||
private fun loadThis(): Unit = invokeMethodVisitor.load(invokeThisVar, classType)
|
||||
|
||||
/**
|
||||
* Either loads a numeric constant [value] from the class's constants field or boxes a primitive
|
||||
* constant from the constant pool (some numbers with special opcodes like [Opcodes.ICONST_0] aren't even loaded
|
||||
* from it).
|
||||
*/
|
||||
private fun loadNumberConstant(value: Number, mustBeBoxed: Boolean) {
|
||||
val boxed = value.javaClass.asm
|
||||
val primitive = BOXED_TO_PRIMITIVES[boxed]
|
||||
|
||||
if (primitive != null) {
|
||||
when (primitive) {
|
||||
Type.BYTE_TYPE -> invokeMethodVisitor.iconst(value.toInt())
|
||||
Type.DOUBLE_TYPE -> invokeMethodVisitor.dconst(value.toDouble())
|
||||
Type.FLOAT_TYPE -> invokeMethodVisitor.fconst(value.toFloat())
|
||||
Type.LONG_TYPE -> invokeMethodVisitor.lconst(value.toLong())
|
||||
Type.INT_TYPE -> invokeMethodVisitor.iconst(value.toInt())
|
||||
Type.SHORT_TYPE -> invokeMethodVisitor.iconst(value.toInt())
|
||||
}
|
||||
|
||||
if (mustBeBoxed)
|
||||
box(primitive)
|
||||
|
||||
return
|
||||
}
|
||||
|
||||
loadObjectConstant(value, boxed)
|
||||
|
||||
if (!mustBeBoxed)
|
||||
unboxTo(primitiveMask)
|
||||
}
|
||||
|
||||
/**
|
||||
* Loads a variable [name] from arguments [Map] parameter of [Expression.invoke]. The [defaultValue] may be
|
||||
* provided.
|
||||
*/
|
||||
internal fun loadVariable(name: String): Unit = invokeMethodVisitor.run {
|
||||
fun loadVariable(name: String): Unit = invokeMethodVisitor.run {
|
||||
load(invokeArgumentsVar, MAP_TYPE)
|
||||
aconst(name)
|
||||
|
||||
@ -391,70 +274,28 @@ internal class AsmBuilder<T> internal constructor(
|
||||
)
|
||||
|
||||
checkcast(tType)
|
||||
val expectedType = expectationStack.pop()
|
||||
|
||||
if (expectedType.sort == Type.OBJECT)
|
||||
typeStack.push(tType)
|
||||
else {
|
||||
unboxTo(primitiveMask)
|
||||
typeStack.push(primitiveMask)
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Loads algebra from according field of the class and casts it to class of [algebra] provided.
|
||||
*/
|
||||
internal fun loadAlgebra() {
|
||||
loadThis()
|
||||
invokeMethodVisitor.getfield(classType.internalName, "algebra", tAlgebraType.descriptor)
|
||||
}
|
||||
inline fun buildCall(function: Function<T>, parameters: AsmBuilder<T>.() -> Unit) {
|
||||
contract { callsInPlace(parameters, InvocationKind.EXACTLY_ONCE) }
|
||||
val `interface` = function.javaClass.interfaces.first { it.interfaces.contains(Function::class.java) }
|
||||
|
||||
/**
|
||||
* Writes a method instruction of opcode with its [owner], [method] and its [descriptor]. The default opcode is
|
||||
* [Opcodes.INVOKEINTERFACE], since most Algebra functions are declared in interfaces. [loadAlgebra] should be
|
||||
* called before the arguments and this operation.
|
||||
*
|
||||
* The result is casted to [T] automatically.
|
||||
*/
|
||||
internal fun invokeAlgebraOperation(
|
||||
owner: String,
|
||||
method: String,
|
||||
descriptor: String,
|
||||
expectedArity: Int,
|
||||
opcode: Int = INVOKEINTERFACE,
|
||||
) {
|
||||
run loop@{
|
||||
repeat(expectedArity) {
|
||||
if (typeStack.isEmpty()) return@loop
|
||||
typeStack.pop()
|
||||
}
|
||||
}
|
||||
val arity = `interface`.methods.find { it.name == "invoke" }?.parameterCount
|
||||
?: error("Provided function object doesn't contain invoke method")
|
||||
|
||||
invokeMethodVisitor.visitMethodInsn(
|
||||
opcode,
|
||||
owner,
|
||||
method,
|
||||
descriptor,
|
||||
opcode == INVOKEINTERFACE
|
||||
val type = Type.getType(`interface`)
|
||||
loadObjectConstant(function, type)
|
||||
parameters(this)
|
||||
|
||||
invokeMethodVisitor.invokeinterface(
|
||||
type.internalName,
|
||||
"invoke",
|
||||
Type.getMethodDescriptor(OBJECT_TYPE, *Array(arity) { OBJECT_TYPE}),
|
||||
)
|
||||
|
||||
invokeMethodVisitor.checkcast(tType)
|
||||
val isLastExpr = expectationStack.size == 1
|
||||
val expectedType = expectationStack.pop()
|
||||
|
||||
if (expectedType.sort == Type.OBJECT || isLastExpr)
|
||||
typeStack.push(tType)
|
||||
else {
|
||||
unboxTo(primitiveMask)
|
||||
typeStack.push(primitiveMask)
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Writes a LDC Instruction with string constant provided.
|
||||
*/
|
||||
internal fun loadStringConstant(string: String): Unit = invokeMethodVisitor.aconst(string)
|
||||
|
||||
internal companion object {
|
||||
/**
|
||||
* Index of `this` variable in invoke method of the built subclass.
|
||||
@ -490,32 +331,13 @@ internal class AsmBuilder<T> internal constructor(
|
||||
*/
|
||||
private val PRIMITIVES_TO_BOXED: Map<Type, Type> by lazy {
|
||||
BOXED_TO_PRIMITIVES.entries.stream().collect(
|
||||
Collectors.toMap(
|
||||
toMap(
|
||||
Map.Entry<Type, Type>::value,
|
||||
Map.Entry<Type, Type>::key
|
||||
)
|
||||
)
|
||||
}
|
||||
|
||||
/**
|
||||
* Maps primitive ASM types to [Number] functions unboxing them.
|
||||
*/
|
||||
private val NUMBER_CONVERTER_METHODS: Map<Type, String> by lazy {
|
||||
hashMapOf(
|
||||
Type.BYTE_TYPE to "byteValue",
|
||||
Type.SHORT_TYPE to "shortValue",
|
||||
Type.INT_TYPE to "intValue",
|
||||
Type.LONG_TYPE to "longValue",
|
||||
Type.FLOAT_TYPE to "floatValue",
|
||||
Type.DOUBLE_TYPE to "doubleValue"
|
||||
)
|
||||
}
|
||||
|
||||
/**
|
||||
* Provides boxed number types values of which can be stored in JVM bytecode constant pool.
|
||||
*/
|
||||
private val INLINABLE_NUMBERS: Set<Class<out Any>> by lazy { SIGNATURE_LETTERS.keys }
|
||||
|
||||
/**
|
||||
* ASM type for [Expression].
|
||||
*/
|
||||
|
@ -1,20 +0,0 @@
|
||||
package kscience.kmath.asm.internal
|
||||
|
||||
import kscience.kmath.ast.MST
|
||||
|
||||
/**
|
||||
* Represents types known in [MST], numbers and general values.
|
||||
*/
|
||||
internal enum class MstType {
|
||||
GENERAL,
|
||||
NUMBER;
|
||||
|
||||
companion object {
|
||||
fun fromMst(mst: MST): MstType {
|
||||
if (mst is MST.Numeric)
|
||||
return NUMBER
|
||||
|
||||
return GENERAL
|
||||
}
|
||||
}
|
||||
}
|
@ -2,29 +2,11 @@ package kscience.kmath.asm.internal
|
||||
|
||||
import kscience.kmath.ast.MST
|
||||
import kscience.kmath.expressions.Expression
|
||||
import kscience.kmath.operations.Algebra
|
||||
import kscience.kmath.operations.FieldOperations
|
||||
import kscience.kmath.operations.RingOperations
|
||||
import kscience.kmath.operations.SpaceOperations
|
||||
import org.objectweb.asm.*
|
||||
import org.objectweb.asm.Opcodes.INVOKEVIRTUAL
|
||||
import org.objectweb.asm.commons.InstructionAdapter
|
||||
import java.lang.reflect.Method
|
||||
import java.util.*
|
||||
import kotlin.contracts.InvocationKind
|
||||
import kotlin.contracts.contract
|
||||
|
||||
private val methodNameAdapters: Map<Pair<String, Int>, String> by lazy {
|
||||
hashMapOf(
|
||||
SpaceOperations.PLUS_OPERATION to 2 to "add",
|
||||
RingOperations.TIMES_OPERATION to 2 to "multiply",
|
||||
FieldOperations.DIV_OPERATION to 2 to "divide",
|
||||
SpaceOperations.PLUS_OPERATION to 1 to "unaryPlus",
|
||||
SpaceOperations.MINUS_OPERATION to 1 to "unaryMinus",
|
||||
SpaceOperations.MINUS_OPERATION to 2 to "minus"
|
||||
)
|
||||
}
|
||||
|
||||
/**
|
||||
* Returns ASM [Type] for given [Class].
|
||||
*
|
||||
@ -110,106 +92,4 @@ internal inline fun ClassWriter.visitField(
|
||||
return visitField(access, name, descriptor, signature, value).apply(block)
|
||||
}
|
||||
|
||||
private fun <T> AsmBuilder<T>.findSpecific(context: Algebra<T>, name: String, parameterTypes: Array<MstType>): Method? =
|
||||
context.javaClass.methods.find { method ->
|
||||
val nameValid = method.name == name
|
||||
val arityValid = method.parameters.size == parameterTypes.size
|
||||
val notBridgeInPrimitive = !(primitiveMode && method.isBridge)
|
||||
|
||||
val paramsValid = method.parameterTypes.zip(parameterTypes).all { (type, mstType) ->
|
||||
!(mstType != MstType.NUMBER && type == java.lang.Number::class.java)
|
||||
}
|
||||
|
||||
nameValid && arityValid && notBridgeInPrimitive && paramsValid
|
||||
}
|
||||
|
||||
/**
|
||||
* Checks if the target [context] for code generation contains a method with needed [name] and arity, also builds
|
||||
* type expectation stack for needed arity.
|
||||
*
|
||||
* @author Iaroslav Postovalov
|
||||
*/
|
||||
private fun <T> AsmBuilder<T>.buildExpectationStack(
|
||||
context: Algebra<T>,
|
||||
name: String,
|
||||
parameterTypes: Array<MstType>
|
||||
): Boolean {
|
||||
val arity = parameterTypes.size
|
||||
val specific = findSpecific(context, methodNameAdapters[name to arity] ?: name, parameterTypes)
|
||||
|
||||
if (specific != null)
|
||||
mapTypes(specific, parameterTypes).reversed().forEach { expectationStack.push(it) }
|
||||
else
|
||||
expectationStack.addAll(Collections.nCopies(arity, tType))
|
||||
|
||||
return specific != null
|
||||
}
|
||||
|
||||
private fun <T> AsmBuilder<T>.mapTypes(method: Method, parameterTypes: Array<MstType>): List<Type> = method
|
||||
.parameterTypes
|
||||
.zip(parameterTypes)
|
||||
.map { (type, mstType) ->
|
||||
when {
|
||||
type == java.lang.Number::class.java && mstType == MstType.NUMBER -> AsmBuilder.NUMBER_TYPE
|
||||
else -> if (primitiveMode) primitiveMask else primitiveMaskBoxed
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Checks if the target [context] for code generation contains a method with needed [name] and arity and inserts
|
||||
* [AsmBuilder.invokeAlgebraOperation] of this method.
|
||||
*
|
||||
* @author Iaroslav Postovalov
|
||||
*/
|
||||
private fun <T> AsmBuilder<T>.tryInvokeSpecific(
|
||||
context: Algebra<T>,
|
||||
name: String,
|
||||
parameterTypes: Array<MstType>
|
||||
): Boolean {
|
||||
val arity = parameterTypes.size
|
||||
val theName = methodNameAdapters[name to arity] ?: name
|
||||
val spec = findSpecific(context, theName, parameterTypes) ?: return false
|
||||
val owner = context.javaClass.asm
|
||||
|
||||
invokeAlgebraOperation(
|
||||
owner = owner.internalName,
|
||||
method = theName,
|
||||
descriptor = Type.getMethodDescriptor(primitiveMaskBoxed, *mapTypes(spec, parameterTypes).toTypedArray()),
|
||||
expectedArity = arity,
|
||||
opcode = INVOKEVIRTUAL
|
||||
)
|
||||
|
||||
return true
|
||||
}
|
||||
|
||||
/**
|
||||
* Builds specialized [context] call with option to fallback to generic algebra operation accepting [String].
|
||||
*
|
||||
* @author Iaroslav Postovalov
|
||||
*/
|
||||
internal inline fun <T> AsmBuilder<T>.buildAlgebraOperationCall(
|
||||
context: Algebra<T>,
|
||||
name: String,
|
||||
fallbackMethodName: String,
|
||||
parameterTypes: Array<MstType>,
|
||||
parameters: AsmBuilder<T>.() -> Unit
|
||||
) {
|
||||
contract { callsInPlace(parameters, InvocationKind.EXACTLY_ONCE) }
|
||||
val arity = parameterTypes.size
|
||||
loadAlgebra()
|
||||
if (!buildExpectationStack(context, name, parameterTypes)) loadStringConstant(name)
|
||||
parameters()
|
||||
|
||||
if (!tryInvokeSpecific(context, name, parameterTypes)) invokeAlgebraOperation(
|
||||
owner = AsmBuilder.ALGEBRA_TYPE.internalName,
|
||||
method = fallbackMethodName,
|
||||
|
||||
descriptor = Type.getMethodDescriptor(
|
||||
AsmBuilder.OBJECT_TYPE,
|
||||
AsmBuilder.STRING_TYPE,
|
||||
*Array(arity) { AsmBuilder.OBJECT_TYPE }
|
||||
),
|
||||
|
||||
expectedArity = arity
|
||||
)
|
||||
}
|
||||
|
@ -10,15 +10,11 @@ import kotlin.test.Test
|
||||
import kotlin.test.assertEquals
|
||||
|
||||
internal class TestAsmAlgebras {
|
||||
|
||||
@Test
|
||||
fun space() {
|
||||
val res1 = ByteRing.mstInSpace {
|
||||
binaryOperation(
|
||||
"+",
|
||||
|
||||
unaryOperation(
|
||||
"+",
|
||||
binaryOperation("+")(
|
||||
unaryOperation("+")(
|
||||
number(3.toByte()) - (number(2.toByte()) + (multiply(
|
||||
add(number(1), number(1)),
|
||||
2
|
||||
@ -30,11 +26,8 @@ internal class TestAsmAlgebras {
|
||||
}("x" to 2.toByte())
|
||||
|
||||
val res2 = ByteRing.mstInSpace {
|
||||
binaryOperation(
|
||||
"+",
|
||||
|
||||
unaryOperation(
|
||||
"+",
|
||||
binaryOperation("+")(
|
||||
unaryOperation("+")(
|
||||
number(3.toByte()) - (number(2.toByte()) + (multiply(
|
||||
add(number(1), number(1)),
|
||||
2
|
||||
@ -51,11 +44,8 @@ internal class TestAsmAlgebras {
|
||||
@Test
|
||||
fun ring() {
|
||||
val res1 = ByteRing.mstInRing {
|
||||
binaryOperation(
|
||||
"+",
|
||||
|
||||
unaryOperation(
|
||||
"+",
|
||||
binaryOperation("+")(
|
||||
unaryOperation("+")(
|
||||
(symbol("x") - (2.toByte() + (multiply(
|
||||
add(number(1), number(1)),
|
||||
2
|
||||
@ -67,17 +57,13 @@ internal class TestAsmAlgebras {
|
||||
}("x" to 3.toByte())
|
||||
|
||||
val res2 = ByteRing.mstInRing {
|
||||
binaryOperation(
|
||||
"+",
|
||||
|
||||
unaryOperation(
|
||||
"+",
|
||||
binaryOperation("+")(
|
||||
unaryOperation("+")(
|
||||
(symbol("x") - (2.toByte() + (multiply(
|
||||
add(number(1), number(1)),
|
||||
2
|
||||
) + 1.toByte()))) * 3.0 - 1.toByte()
|
||||
),
|
||||
|
||||
number(1)
|
||||
) * number(2)
|
||||
}.compile()("x" to 3.toByte())
|
||||
@ -88,8 +74,7 @@ internal class TestAsmAlgebras {
|
||||
@Test
|
||||
fun field() {
|
||||
val res1 = RealField.mstInField {
|
||||
+(3 - 2 + 2 * number(1) + 1.0) + binaryOperation(
|
||||
"+",
|
||||
+(3 - 2 + 2 * number(1) + 1.0) + binaryOperation("+")(
|
||||
(3.0 - (symbol("x") + (multiply(add(number(1.0), number(1.0)), 2) + 1.0))) * 3 - 1.0
|
||||
+ number(1),
|
||||
number(1) / 2 + number(2.0) * one
|
||||
@ -97,8 +82,7 @@ internal class TestAsmAlgebras {
|
||||
}("x" to 2.0)
|
||||
|
||||
val res2 = RealField.mstInField {
|
||||
+(3 - 2 + 2 * number(1) + 1.0) + binaryOperation(
|
||||
"+",
|
||||
+(3 - 2 + 2 * number(1) + 1.0) + binaryOperation("+")(
|
||||
(3.0 - (symbol("x") + (multiply(add(number(1.0), number(1.0)), 2) + 1.0))) * 3 - 1.0
|
||||
+ number(1),
|
||||
number(1) / 2 + number(2.0) * one
|
||||
|
@ -1,10 +1,11 @@
|
||||
package kscience.kmath.asm
|
||||
|
||||
import kscience.kmath.asm.compile
|
||||
import kscience.kmath.ast.mstInExtendedField
|
||||
import kscience.kmath.ast.mstInField
|
||||
import kscience.kmath.ast.mstInSpace
|
||||
import kscience.kmath.expressions.invoke
|
||||
import kscience.kmath.operations.RealField
|
||||
import kotlin.random.Random
|
||||
import kotlin.test.Test
|
||||
import kotlin.test.assertEquals
|
||||
|
||||
@ -28,4 +29,13 @@ internal class TestAsmExpressions {
|
||||
val res = RealField.mstInField { symbol("x") * 2 }("x" to 2.0)
|
||||
assertEquals(4.0, res)
|
||||
}
|
||||
|
||||
@Test
|
||||
fun testMultipleCalls() {
|
||||
val e = RealField.mstInExtendedField { sin(symbol("x")).pow(4) - 6 * symbol("x") / tanh(symbol("x")) }.compile()
|
||||
val r = Random(0)
|
||||
var s = 0.0
|
||||
repeat(1000000) { s += e("x" to r.nextDouble()) }
|
||||
println(s)
|
||||
}
|
||||
}
|
||||
|
@ -46,7 +46,7 @@ internal class TestAsmSpecialization {
|
||||
@Test
|
||||
fun testPower() {
|
||||
val expr = RealField
|
||||
.mstInField { binaryOperation("power")(symbol("x"), number(2)) }
|
||||
.mstInField { binaryOperation("pow")(symbol("x"), number(2)) }
|
||||
.compile()
|
||||
|
||||
assertEquals(4.0, expr("x" to 2.0))
|
||||
|
@ -17,6 +17,6 @@ internal class TestAsmVariables {
|
||||
@Test
|
||||
fun testVariableWithoutDefaultFails() {
|
||||
val expr = ByteRing.mstInRing { symbol("x") }
|
||||
assertFailsWith<IllegalStateException> { expr() }
|
||||
assertFailsWith<NoSuchElementException> { expr() }
|
||||
}
|
||||
}
|
||||
|
@ -20,12 +20,14 @@ public interface Algebra<T> {
|
||||
/**
|
||||
* Dynamically dispatches an unary operation with name [operation].
|
||||
*/
|
||||
public fun unaryOperation(operation: String): (arg: T) -> T
|
||||
public fun unaryOperation(operation: String): (arg: T) -> T =
|
||||
error("Unary operation $operation not defined in $this")
|
||||
|
||||
/**
|
||||
* Dynamically dispatches a binary operation with name [operation].
|
||||
*/
|
||||
public fun binaryOperation(operation: String): (left: T, right: T) -> T
|
||||
public fun binaryOperation(operation: String): (left: T, right: T) -> T =
|
||||
error("Binary operation $operation not defined in $this")
|
||||
}
|
||||
|
||||
/**
|
||||
@ -161,13 +163,13 @@ public interface SpaceOperations<T> : Algebra<T> {
|
||||
override fun unaryOperation(operation: String): (arg: T) -> T = when (operation) {
|
||||
PLUS_OPERATION -> { arg -> arg }
|
||||
MINUS_OPERATION -> { arg -> -arg }
|
||||
else -> error("Unary operation $operation not defined in $this")
|
||||
else -> super.unaryOperation(operation)
|
||||
}
|
||||
|
||||
override fun binaryOperation(operation: String): (left: T, right: T) -> T = when (operation) {
|
||||
PLUS_OPERATION -> ::add
|
||||
MINUS_OPERATION -> { left, right -> left - right }
|
||||
else -> error("Binary operation $operation not defined in $this")
|
||||
else -> super.binaryOperation(operation)
|
||||
}
|
||||
|
||||
public companion object {
|
||||
|
@ -31,7 +31,7 @@ public interface ExtendedFieldOperations<T> :
|
||||
PowerOperations.SQRT_OPERATION -> ::sqrt
|
||||
ExponentialOperations.EXP_OPERATION -> ::exp
|
||||
ExponentialOperations.LN_OPERATION -> ::ln
|
||||
else -> super.unaryOperation(operation)
|
||||
else -> super<FieldOperations>.unaryOperation(operation)
|
||||
}
|
||||
}
|
||||
|
||||
|
Loading…
Reference in New Issue
Block a user