forked from kscience/kmath
Algebra delegates update.
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parent
d73f564fb4
commit
8264806958
@ -7,6 +7,11 @@ repositories {
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}
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kotlin.sourceSets {
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// all {
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// languageSettings.apply{
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// enableLanguageFeature("NewInference")
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// }
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// }
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commonMain {
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dependencies {
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api(project(":kmath-core"))
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@ -1,9 +1,10 @@
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package scientifik.kmath.ast
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import scientifik.kmath.operations.*
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object MSTAlgebra : NumericAlgebra<MST> {
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override fun number(value: Number): MST = MST.Numeric(value)
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override fun symbol(value: String): MST = MST.Symbolic(value)
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override fun unaryOperation(operation: String, arg: MST): MST =
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@ -11,13 +12,15 @@ object MSTAlgebra : NumericAlgebra<MST> {
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override fun binaryOperation(operation: String, left: MST, right: MST): MST =
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MST.Binary(operation, left, right)
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override fun number(value: Number): MST = MST.Numeric(value)
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}
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object MSTSpace : Space<MST>, NumericAlgebra<MST> by MSTAlgebra {
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object MSTSpace : Space<MST>, NumericAlgebra<MST> {
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override val zero: MST = number(0.0)
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override fun number(value: Number): MST = MST.Numeric(value)
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override fun symbol(value: String): MST = MST.Symbolic(value)
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override fun add(a: MST, b: MST): MST =
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binaryOperation(SpaceOperations.PLUS_OPERATION, a, b)
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@ -30,16 +33,44 @@ object MSTSpace : Space<MST>, NumericAlgebra<MST> by MSTAlgebra {
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override fun unaryOperation(operation: String, arg: MST): MST = MSTAlgebra.unaryOperation(operation, arg)
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}
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object MSTRing : Ring<MST>, Space<MST> by MSTSpace {
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object MSTRing : Ring<MST>, NumericAlgebra<MST> {
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override fun number(value: Number): MST = MST.Numeric(value)
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override fun symbol(value: String): MST = MST.Symbolic(value)
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override val zero: MST = MSTSpace.number(0.0)
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override val one: MST = number(1.0)
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override fun add(a: MST, b: MST): MST =
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MSTAlgebra.binaryOperation(SpaceOperations.PLUS_OPERATION, a, b)
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override fun multiply(a: MST, k: Number): MST =
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MSTAlgebra.binaryOperation(RingOperations.TIMES_OPERATION, a, MSTSpace.number(k))
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override fun multiply(a: MST, b: MST): MST =
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binaryOperation(RingOperations.TIMES_OPERATION, a, b)
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override fun multiply(a: MST, b: MST): MST = binaryOperation(RingOperations.TIMES_OPERATION, a, b)
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override fun binaryOperation(operation: String, left: MST, right: MST): MST =
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MSTSpace.binaryOperation(operation, left, right)
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MSTAlgebra.binaryOperation(operation, left, right)
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}
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object MSTField : Field<MST>, Ring<MST> by MSTRing {
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override fun divide(a: MST, b: MST): MST = binaryOperation(FieldOperations.DIV_OPERATION, a, b)
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object MSTField : Field<MST>{
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override fun symbol(value: String): MST = MST.Symbolic(value)
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override fun number(value: Number): MST = MST.Numeric(value)
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override val zero: MST = MSTSpace.number(0.0)
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override val one: MST = number(1.0)
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override fun add(a: MST, b: MST): MST =
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MSTAlgebra.binaryOperation(SpaceOperations.PLUS_OPERATION, a, b)
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override fun multiply(a: MST, k: Number): MST =
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MSTAlgebra.binaryOperation(RingOperations.TIMES_OPERATION, a, MSTSpace.number(k))
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override fun multiply(a: MST, b: MST): MST =
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binaryOperation(RingOperations.TIMES_OPERATION, a, b)
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override fun divide(a: MST, b: MST): MST =
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binaryOperation(FieldOperations.DIV_OPERATION, a, b)
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override fun binaryOperation(operation: String, left: MST, right: MST): MST =
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MSTRing.binaryOperation(operation, left, right)
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MSTAlgebra.binaryOperation(operation, left, right)
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}
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@ -1,19 +1,55 @@
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package scientifik.kmath.ast
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import scientifik.kmath.expressions.Expression
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import scientifik.kmath.operations.NumericAlgebra
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import scientifik.kmath.expressions.FunctionalExpressionField
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import scientifik.kmath.expressions.FunctionalExpressionRing
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import scientifik.kmath.expressions.FunctionalExpressionSpace
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import scientifik.kmath.operations.*
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/**
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* The expression evaluates MST on-flight. Should be much faster than functional expression, but slower than ASM-generated expressions.
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*/
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class MSTExpression<T>(val algebra: NumericAlgebra<T>, val mst: MST) : Expression<T> {
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class MSTExpression<T>(val algebra: Algebra<T>, val mst: MST) : Expression<T> {
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/**
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* Substitute algebra raw value
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*/
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private inner class InnerAlgebra(val arguments: Map<String, T>) : NumericAlgebra<T> by algebra {
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override fun symbol(value: String): T = arguments[value] ?: super.symbol(value)
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private inner class InnerAlgebra(val arguments: Map<String, T>) : NumericAlgebra<T>{
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override fun symbol(value: String): T = arguments[value] ?: algebra.symbol(value)
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override fun unaryOperation(operation: String, arg: T): T = algebra.unaryOperation(operation, arg)
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override fun binaryOperation(operation: String, left: T, right: T): T =algebra.binaryOperation(operation, left, right)
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override fun number(value: Number): T = if(algebra is NumericAlgebra){
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algebra.number(value)
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} else{
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error("Numeric nodes are not supported by $this")
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}
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}
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override fun invoke(arguments: Map<String, T>): T = InnerAlgebra(arguments).evaluate(mst)
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}
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inline fun <reified T : Any, A : Algebra<T>, E : Algebra<MST>> A.mst(
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mstAlgebra: E,
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block: E.() -> MST
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): MSTExpression<T> = MSTExpression(this, mstAlgebra.block())
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inline fun <reified T : Any> Space<T>.mstInSpace(block: MSTSpace.() -> MST): MSTExpression<T> =
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MSTExpression(this, MSTSpace.block())
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inline fun <reified T : Any> Ring<T>.mstInRing(block: MSTRing.() -> MST): MSTExpression<T> =
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MSTExpression(this, MSTRing.block())
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inline fun <reified T : Any> Field<T>.mstInField(block: MSTField.() -> MST): MSTExpression<T> =
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MSTExpression(this, MSTField.block())
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inline fun <reified T: Any, A : Space<T>> FunctionalExpressionSpace<T, A>.mstInSpace(block: MSTSpace.() -> MST): MSTExpression<T> =
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algebra.mstInSpace(block)
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inline fun <reified T: Any, A : Ring<T>> FunctionalExpressionRing<T, A>.mstInRing(block: MSTRing.() -> MST): MSTExpression<T> =
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algebra.mstInRing(block)
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inline fun <reified T: Any, A : Field<T>> FunctionalExpressionField<T, A>.mstInField(block: MSTField.() -> MST): MSTExpression<T> =
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algebra.mstInField(block)
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@ -70,23 +70,12 @@ fun <T : Any> MST.compileWith(type: KClass<T>, algebra: Algebra<T>): Expression<
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return AsmBuilder(type.java, algebra, buildName(this)) { visit(this@compileWith) }.getInstance()
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}
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inline fun <reified T : Any> Algebra<T>.compile(mst: MST): Expression<T> = mst.compileWith(T::class, this)
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/**
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* Compile an [MST] to ASM using given algebra
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*/
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inline fun <reified T : Any> Algebra<T>.expresion(mst: MST): Expression<T> = mst.compileWith(T::class, this)
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/**
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* Optimize performance of an [MSTExpression] using ASM codegen
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*/
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inline fun <reified T : Any> MSTExpression<T>.compile(): Expression<T> = mst.compileWith(T::class, algebra)
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//inline fun <reified T : Any, A : Algebra<T>, E : Algebra<MST>> A.asm(
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// mstAlgebra: E,
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// block: E.() -> MST
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//): Expression<T> = mstAlgebra.block().compileWith(T::class, this)
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//
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//inline fun <reified T : Any, A : Space<T>> A.asmInSpace(block: MSTSpace.() -> MST): Expression<T> =
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// MSTSpace.block().compileWith(T::class, this)
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//
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//inline fun <reified T : Any, A : Ring<T>> A.asmInRing(block: MSTRing.() -> MST): Expression<T> =
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// MSTRing.block().compileWith(T::class, this)
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//
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//inline fun <reified T : Any, A : Field<T>> A.asmInField(block: MSTField.() -> MST): Expression<T> =
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// MSTField.block().compileWith(T::class, this)
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@ -1,6 +1,8 @@
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package scietifik.kmath.asm
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import scientifik.kmath.asm.asmInField
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import scientifik.kmath.asm.compile
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import scientifik.kmath.ast.mstInField
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import scientifik.kmath.ast.mstInSpace
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import scientifik.kmath.expressions.invoke
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import scientifik.kmath.operations.RealField
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import kotlin.test.Test
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@ -9,13 +11,14 @@ import kotlin.test.assertEquals
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class TestAsmExpressions {
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@Test
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fun testUnaryOperationInvocation() {
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val res = RealField.asmInField { -symbol("x") }("x" to 2.0)
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val expression = RealField.mstInSpace { -symbol("x") }.compile()
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val res = expression("x" to 2.0)
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assertEquals(-2.0, res)
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}
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@Test
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fun testConstProductInvocation() {
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val res = RealField.asmInField { symbol("x") * 2 }("x" to 2.0)
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val res = RealField.mstInField { symbol("x") * 2 }("x" to 2.0)
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assertEquals(4.0, res)
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}
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}
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@ -1,8 +1,7 @@
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package scietifik.kmath.ast
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import scientifik.kmath.asm.compile
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import scientifik.kmath.ast.evaluate
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import scientifik.kmath.ast.parseMath
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import scientifik.kmath.expressions.invoke
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import scientifik.kmath.operations.Complex
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import scientifik.kmath.operations.ComplexField
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import kotlin.test.Test
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@ -12,7 +11,7 @@ class AsmTest {
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@Test
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fun parsedExpression() {
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val mst = "2+2*(2+2)".parseMath()
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val res = ComplexField.compile(mst)()
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val res = ComplexField.evaluate(mst)
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assertEquals(Complex(10.0, 0.0), res)
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}
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}
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/**
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* Create a functional expression on this [Space]
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*/
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fun <T> Space<T>.buildExpression(block: FunctionalExpressionSpace<T, Space<T>>.() -> Expression<T>): Expression<T> =
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fun <T> Space<T>.spaceExpression(block: FunctionalExpressionSpace<T, Space<T>>.() -> Expression<T>): Expression<T> =
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FunctionalExpressionSpace(this).run(block)
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/**
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* Create a functional expression on this [Ring]
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*/
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fun <T> Ring<T>.buildExpression(block: FunctionalExpressionRing<T, Ring<T>>.() -> Expression<T>): Expression<T> =
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fun <T> Ring<T>.ringExpression(block: FunctionalExpressionRing<T, Ring<T>>.() -> Expression<T>): Expression<T> =
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FunctionalExpressionRing(this).run(block)
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/**
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* Create a functional expression on this [Field]
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*/
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fun <T> Field<T>.buildExpression(block: FunctionalExpressionField<T, Field<T>>.() -> Expression<T>): Expression<T> =
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fun <T> Field<T>.fieldExpression(block: FunctionalExpressionField<T, Field<T>>.() -> Expression<T>): Expression<T> =
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FunctionalExpressionField(this).run(block)
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@ -8,11 +8,14 @@ import scientifik.kmath.operations.Algebra
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interface Expression<T> {
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operator fun invoke(arguments: Map<String, T>): T
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companion object {
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operator fun <T> invoke(block: (Map<String, T>) -> T): Expression<T> = object : Expression<T> {
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override fun invoke(arguments: Map<String, T>): T = block(arguments)
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}
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}
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companion object
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}
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/**
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* Create simple lazily evaluated expression inside given algebra
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*/
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fun <T> Algebra<T>.expression(block: Algebra<T>.(arguments: Map<String, T>) -> T): Expression<T> = object: Expression<T> {
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override fun invoke(arguments: Map<String, T>): T = block(arguments)
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}
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operator fun <T> Expression<T>.invoke(vararg pairs: Pair<String, T>): T = invoke(mapOf(*pairs))
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@ -69,10 +69,10 @@ interface FunctionalExpressionAlgebra<T, A : Algebra<T>> : ExpressionAlgebra<T,
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/**
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* A context class for [Expression] construction for [Space] algebras.
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*/
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open class FunctionalExpressionSpace<T, A>(override val algebra: A) : FunctionalExpressionAlgebra<T, A>,
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Space<Expression<T>> where A : Space<T> {
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override val zero: Expression<T>
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get() = const(algebra.zero)
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open class FunctionalExpressionSpace<T, A : Space<T>>(override val algebra: A) :
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FunctionalExpressionAlgebra<T, A>, Space<Expression<T>> {
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override val zero: Expression<T> get() = const(algebra.zero)
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/**
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* Builds an Expression of addition of two another expressions.
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