kmath-asm/src/main/kotlin/scientifik/kmath/expressions/AsmExpressionSpaces.kt

@@ -3,13 +3,13 @@ package scientifik.kmath.expressions
 import scientifik.kmath.operations.Field
 import scientifik.kmath.operations.Space
 
-open class AsmExpressionSpace<T>(space: Space<T>) : Space<AsmExpression<T>>,
+open class AsmExpressionSpace<T>(private val space: Space<T>) : Space<AsmExpression<T>>,
     ExpressionSpace<T, AsmExpression<T>> {
     override val zero: AsmExpression<T> = AsmConstantExpression(space.zero)
     override fun const(value: T): AsmExpression<T> = AsmConstantExpression(value)
     override fun variable(name: String, default: T?): AsmExpression<T> = AsmVariableExpression(name, default)
-    override fun add(a: AsmExpression<T>, b: AsmExpression<T>): AsmExpression<T> = AsmSumExpression(a, b)
-    override fun multiply(a: AsmExpression<T>, k: Number): AsmExpression<T> = AsmConstProductExpression(a, k)
+    override fun add(a: AsmExpression<T>, b: AsmExpression<T>): AsmExpression<T> = AsmSumExpression(space, a, b)
+    override fun multiply(a: AsmExpression<T>, k: Number): AsmExpression<T> = AsmConstProductExpression(space, a, k)
     operator fun AsmExpression<T>.plus(arg: T): AsmExpression<T> = this + const(arg)
     operator fun AsmExpression<T>.minus(arg: T): AsmExpression<T> = this - const(arg)
     operator fun T.plus(arg: AsmExpression<T>): AsmExpression<T> = arg + this
@@ -22,8 +22,11 @@ class AsmExpressionField<T>(private val field: Field<T>) : ExpressionField<T, As
         get() = const(this.field.one)
 
     override fun number(value: Number): AsmExpression<T> = const(field.run { one * value })
-    override fun multiply(a: AsmExpression<T>, b: AsmExpression<T>): AsmExpression<T> = AsmProductExpression(a, b)
-    override fun divide(a: AsmExpression<T>, b: AsmExpression<T>): AsmExpression<T> = AsmDivExpression(a, b)
+
+    override fun multiply(a: AsmExpression<T>, b: AsmExpression<T>): AsmExpression<T> =
+        AsmProductExpression(field, a, b)
+
+    override fun divide(a: AsmExpression<T>, b: AsmExpression<T>): AsmExpression<T> = AsmDivExpression(field, a, b)
     operator fun AsmExpression<T>.times(arg: T): AsmExpression<T> = this * const(arg)
     operator fun AsmExpression<T>.div(arg: T): AsmExpression<T> = this / const(arg)
     operator fun T.times(arg: AsmExpression<T>): AsmExpression<T> = arg * this

kmath-asm/src/main/kotlin/scientifik/kmath/expressions/AsmExpressions.kt

@@ -1,6 +1,6 @@
 package scientifik.kmath.expressions
 
-import scientifik.kmath.operations.Algebra
+import scientifik.kmath.operations.*
 
 abstract class AsmCompiledExpression<T> internal constructor(
     @JvmField private val algebra: Algebra<T>,
@@ -10,6 +10,7 @@ abstract class AsmCompiledExpression<T> internal constructor(
 }
 
 interface AsmExpression<T> {
+    fun tryEvaluate(): T? = null
     fun invoke(gen: AsmGenerationContext<T>)
 }
 
@@ -20,13 +21,22 @@ internal class AsmVariableExpression<T>(val name: String, val default: T? = null
 
 internal class AsmConstantExpression<T>(val value: T) :
     AsmExpression<T> {
+    override fun tryEvaluate(): T = value
     override fun invoke(gen: AsmGenerationContext<T>): Unit = gen.visitLoadFromConstants(value)
 }
 
 internal class AsmSumExpression<T>(
-    val first: AsmExpression<T>,
-    val second: AsmExpression<T>
+    private val algebra: SpaceOperations<T>,
+    first: AsmExpression<T>,
+    second: AsmExpression<T>
 ) : AsmExpression<T> {
+    private val first: AsmExpression<T> = first.optimize()
+    private val second: AsmExpression<T> = second.optimize()
+
+    override fun tryEvaluate(): T? = algebra {
+        (first.tryEvaluate() ?: return@algebra null) + (second.tryEvaluate() ?: return@algebra null)
+    }
+
     override fun invoke(gen: AsmGenerationContext<T>) {
         gen.visitLoadAlgebra()
         first.invoke(gen)
@@ -41,9 +51,17 @@ internal class AsmSumExpression<T>(
 }
 
 internal class AsmProductExpression<T>(
-    val first: AsmExpression<T>,
-    val second: AsmExpression<T>
+    private val algebra: RingOperations<T>,
+    first: AsmExpression<T>,
+    second: AsmExpression<T>
 ) : AsmExpression<T> {
+    private val first: AsmExpression<T> = first.optimize()
+    private val second: AsmExpression<T> = second.optimize()
+
+    override fun tryEvaluate(): T? = algebra {
+        (first.tryEvaluate() ?: return@algebra null) * (second.tryEvaluate() ?: return@algebra null)
+    }
+
     override fun invoke(gen: AsmGenerationContext<T>) {
         gen.visitLoadAlgebra()
         first.invoke(gen)
@@ -58,9 +76,14 @@ internal class AsmProductExpression<T>(
 }
 
 internal class AsmConstProductExpression<T>(
-    val expr: AsmExpression<T>,
-    val const: Number
+    private val algebra: SpaceOperations<T>,
+    expr: AsmExpression<T>,
+    private val const: Number
 ) : AsmExpression<T> {
+    private val expr: AsmExpression<T> = expr.optimize()
+
+    override fun tryEvaluate(): T? = algebra { (expr.tryEvaluate() ?: return@algebra null) * const }
+
     override fun invoke(gen: AsmGenerationContext<T>) {
         gen.visitLoadAlgebra()
         gen.visitNumberConstant(const)
@@ -75,9 +98,17 @@ internal class AsmConstProductExpression<T>(
 }
 
 internal class AsmDivExpression<T>(
-    val expr: AsmExpression<T>,
-    val second: AsmExpression<T>
+    private val algebra: FieldOperations<T>,
+    expr: AsmExpression<T>,
+    second: AsmExpression<T>
 ) : AsmExpression<T> {
+    private val expr: AsmExpression<T> = expr.optimize()
+    private val second: AsmExpression<T> = second.optimize()
+
+    override fun tryEvaluate(): T? = algebra {
+        (expr.tryEvaluate() ?: return@algebra null) / (second.tryEvaluate() ?: return@algebra null)
+    }
+
     override fun invoke(gen: AsmGenerationContext<T>) {
         gen.visitLoadAlgebra()
         expr.invoke(gen)

kmath-asm/src/main/kotlin/scientifik/kmath/expressions/Builders.kt

@@ -1,5 +1,6 @@
 package scientifik.kmath.expressions
 
+import scientifik.kmath.operations.Algebra
 import scientifik.kmath.operations.Field
 import scientifik.kmath.operations.Space
 
@@ -17,22 +18,19 @@ internal fun buildName(expression: AsmExpression<*>, collision: Int = 0): String
 }
 
 
-inline fun <reified T> asmSpace(
-    algebra: Space<T>,
-    block: AsmExpressionSpace<T>.() -> AsmExpression<T>
-): Expression<T> {
-    val expression = AsmExpressionSpace(algebra).block()
+inline fun <reified T, I> asm(i: I, algebra: Algebra<T>, block: I.() -> AsmExpression<T>): Expression<T> {
+    val expression = i.block().optimize()
     val ctx = AsmGenerationContext(T::class.java, algebra, buildName(expression))
     expression.invoke(ctx)
     return ctx.generate()
 }
 
+inline fun <reified T> asmSpace(
+    algebra: Space<T>,
+    block: AsmExpressionSpace<T>.() -> AsmExpression<T>
+): Expression<T> = asm(AsmExpressionSpace(algebra), algebra, block)
+
 inline fun <reified T> asmField(
     algebra: Field<T>,
     block: AsmExpressionField<T>.() -> AsmExpression<T>
-): Expression<T> {
-    val expression = AsmExpressionField(algebra).block()
-    val ctx = AsmGenerationContext(T::class.java, algebra, buildName(expression))
-    expression.invoke(ctx)
-    return ctx.generate()
-}
+): Expression<T> = asm(AsmExpressionField(algebra), algebra, block)

kmath-asm/src/main/kotlin/scientifik/kmath/expressions/Optimization.kt

@@ -0,0 +1,6 @@
+package scientifik.kmath.expressions
+
+fun <T> AsmExpression<T>.optimize(): AsmExpression<T> {
+    val a = tryEvaluate()
+    return if (a == null) this else AsmConstantExpression(a)
+}