diff --git a/kmath-ast/src/jsMain/kotlin/kscience/kmath/ast/Initial.kt b/kmath-ast/src/jsMain/kotlin/kscience/kmath/ast/Initial.kt index 5a4746174..2178b23d3 100644 --- a/kmath-ast/src/jsMain/kotlin/kscience/kmath/ast/Initial.kt +++ b/kmath-ast/src/jsMain/kotlin/kscience/kmath/ast/Initial.kt @@ -1,6 +1,6 @@ package kscience.kmath.ast -internal val INITIAL by lazy { Base64.toUint8Array(B) } +internal val f64StandardFunctions by lazy { Base64.toUint8Array(B) } private const val B = 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diff --git a/kmath-ast/src/jsMain/kotlin/kscience/kmath/ast/RealWasmBuilder.kt b/kmath-ast/src/jsMain/kotlin/kscience/kmath/ast/RealWasmBuilder.kt index b5fed4e11..59871ce1d 100644 --- a/kmath-ast/src/jsMain/kotlin/kscience/kmath/ast/RealWasmBuilder.kt +++ b/kmath-ast/src/jsMain/kotlin/kscience/kmath/ast/RealWasmBuilder.kt @@ -6,77 +6,146 @@ import kscience.kmath.operations.* private val spreader = eval("(obj, args) => obj(...args)") -public fun compileMstToWasmF64(mst: MST): Expression { - val keys = mutableListOf() +internal sealed class WasmBuilder(val binaryenType: binaryen.Type, val kmathAlgebra: Algebra) where T : Number { + val keys: MutableList = mutableListOf() + lateinit var ctx: binaryen.Module - val bin = with(binaryen.readBinary(INITIAL)) { - fun MST.visit(): binaryen.ExpressionRef = when (this) { - is MST.Symbolic -> { - var idx = keys.indexOf(value) + open fun visitSymbolic(mst: MST.Symbolic): binaryen.ExpressionRef { + try { + kmathAlgebra.symbol(mst.value) + } catch (ignored: Throwable) { + null + }?.let { return visitNumeric(MST.Numeric(it)) } - if (idx == -1) { - keys += value - idx = keys.lastIndex - } + var idx = keys.indexOf(mst.value) - local.get(idx, binaryen.f64) - } - - is MST.Numeric -> f64.const(value) - - is MST.Unary -> when (operation) { - SpaceOperations.MINUS_OPERATION -> f64.neg(value.visit()) - SpaceOperations.PLUS_OPERATION -> value.visit() - PowerOperations.SQRT_OPERATION -> f64.sqrt(value.visit()) - TrigonometricOperations.SIN_OPERATION -> call("sin", arrayOf(value.visit()), binaryen.f64) - TrigonometricOperations.COS_OPERATION -> call("cos", arrayOf(value.visit()), binaryen.f64) - TrigonometricOperations.TAN_OPERATION -> call("tan", arrayOf(value.visit()), binaryen.f64) - TrigonometricOperations.ASIN_OPERATION -> call("asin", arrayOf(value.visit()), binaryen.f64) - TrigonometricOperations.ACOS_OPERATION -> call("acos", arrayOf(value.visit()), binaryen.f64) - TrigonometricOperations.ATAN_OPERATION -> call("atan", arrayOf(value.visit()), binaryen.f64) - HyperbolicOperations.SINH_OPERATION -> call("sinh", arrayOf(value.visit()), binaryen.f64) - HyperbolicOperations.COSH_OPERATION -> call("cosh", arrayOf(value.visit()), binaryen.f64) - HyperbolicOperations.TANH_OPERATION -> call("tanh", arrayOf(value.visit()), binaryen.f64) - HyperbolicOperations.ASINH_OPERATION -> call("asinh", arrayOf(value.visit()), binaryen.f64) - HyperbolicOperations.ACOSH_OPERATION -> call("acosh", arrayOf(value.visit()), binaryen.f64) - HyperbolicOperations.ATANH_OPERATION -> call("atanh", arrayOf(value.visit()), binaryen.f64) - ExponentialOperations.EXP_OPERATION -> call("exp", arrayOf(value.visit()), binaryen.f64) - ExponentialOperations.LN_OPERATION -> call("log", arrayOf(value.visit()), binaryen.f64) - else -> throw UnsupportedOperationException() - } - - is MST.Binary -> when (operation) { - SpaceOperations.PLUS_OPERATION -> f64.add(left.visit(), right.visit()) - RingOperations.TIMES_OPERATION -> f64.mul(left.visit(), right.visit()) - FieldOperations.DIV_OPERATION -> f64.div(left.visit(), right.visit()) - PowerOperations.POW_OPERATION -> call("pow", arrayOf(left.visit(), right.visit()), binaryen.f64) - else -> throw UnsupportedOperationException() - } + if (idx == -1) { + keys += mst.value + idx = keys.lastIndex } - val expr = mst.visit() - - addFunction( - "executable", - binaryen.createType(Array(keys.size) { binaryen.f64 }), - binaryen.f64, - arrayOf(), - expr - ) - - binaryen.setOptimizeLevel(3) -// optimizeFunction("executable") - addFunctionExport("executable", "executable") - val res = emitBinary() - dispose() - res + return ctx.local.get(idx, binaryenType) } - val c = WebAssembly.Module(bin) - val i = WebAssembly.Instance(c, js("{}") as Any) + abstract fun visitNumeric(mst: MST.Numeric): binaryen.ExpressionRef - return Expression { args -> - val params = keys.map { StringSymbol(it) }.map { args.getValue(it) }.toTypedArray() - spreader(i.exports.asDynamic().executable, params) as Double + open fun visitUnary(mst: MST.Unary): binaryen.ExpressionRef = + error("Unary operation ${mst.operation} not defined in $this") + + open fun visitBinary(mst: MST.Binary): binaryen.ExpressionRef = + error("Binary operation ${mst.operation} not defined in $this") + + open fun createModule(): binaryen.Module = binaryen.Module() + + fun visit(mst: MST): binaryen.ExpressionRef = when (mst) { + is MST.Symbolic -> visitSymbolic(mst) + is MST.Numeric -> visitNumeric(mst) + is MST.Unary -> visitUnary(mst) + is MST.Binary -> visitBinary(mst) + } + + fun compile(mst: MST): Expression { + val keys = mutableListOf() + + val bin = with(createModule()) { + ctx = this + val expr = visit(mst) + + addFunction( + "executable", + binaryen.createType(Array(keys.size) { binaryenType }), + binaryenType, + arrayOf(), + expr + ) + + binaryen.setOptimizeLevel(3) +// optimizeFunction("executable") + addFunctionExport("executable", "executable") + val res = emitBinary() + dispose() + res + } + + val c = WebAssembly.Module(bin) + val i = WebAssembly.Instance(c, js("{}") as Any) + + return Expression { args -> + val params = keys.map { StringSymbol(it) }.map { args.getValue(it) }.toTypedArray() + keys.clear() + spreader(i.exports.asDynamic().executable, params) as T + } + } +} + +internal class RealWasmBuilder : WasmBuilder(binaryen.f64, RealField) { + override fun createModule(): binaryen.Module = binaryen.readBinary(f64StandardFunctions) + + override fun visitNumeric(mst: MST.Numeric): binaryen.ExpressionRef = ctx.f64.const(mst.value) + + override fun visitUnary(mst: MST.Unary): binaryen.ExpressionRef = when (mst.operation) { + SpaceOperations.MINUS_OPERATION -> ctx.f64.neg(visit(mst.value)) + SpaceOperations.PLUS_OPERATION -> visit(mst.value) + PowerOperations.SQRT_OPERATION -> ctx.f64.sqrt(visit(mst.value)) + TrigonometricOperations.SIN_OPERATION -> ctx.call("sin", arrayOf(visit(mst.value)), binaryen.f64) + TrigonometricOperations.COS_OPERATION -> ctx.call("cos", arrayOf(visit(mst.value)), binaryen.f64) + TrigonometricOperations.TAN_OPERATION -> ctx.call("tan", arrayOf(visit(mst.value)), binaryen.f64) + TrigonometricOperations.ASIN_OPERATION -> ctx.call("asin", arrayOf(visit(mst.value)), binaryen.f64) + TrigonometricOperations.ACOS_OPERATION -> ctx.call("acos", arrayOf(visit(mst.value)), binaryen.f64) + TrigonometricOperations.ATAN_OPERATION -> ctx.call("atan", arrayOf(visit(mst.value)), binaryen.f64) + HyperbolicOperations.SINH_OPERATION -> ctx.call("sinh", arrayOf(visit(mst.value)), binaryen.f64) + HyperbolicOperations.COSH_OPERATION -> ctx.call("cosh", arrayOf(visit(mst.value)), binaryen.f64) + HyperbolicOperations.TANH_OPERATION -> ctx.call("tanh", arrayOf(visit(mst.value)), binaryen.f64) + HyperbolicOperations.ASINH_OPERATION -> ctx.call("asinh", arrayOf(visit(mst.value)), binaryen.f64) + HyperbolicOperations.ACOSH_OPERATION -> ctx.call("acosh", arrayOf(visit(mst.value)), binaryen.f64) + HyperbolicOperations.ATANH_OPERATION -> ctx.call("atanh", arrayOf(visit(mst.value)), binaryen.f64) + ExponentialOperations.EXP_OPERATION -> ctx.call("exp", arrayOf(visit(mst.value)), binaryen.f64) + ExponentialOperations.LN_OPERATION -> ctx.call("log", arrayOf(visit(mst.value)), binaryen.f64) + else -> super.visitUnary(mst) + } + + override fun visitBinary(mst: MST.Binary): binaryen.ExpressionRef = when (mst.operation) { + SpaceOperations.PLUS_OPERATION -> ctx.f64.add(visit(mst.left), visit(mst.right)) + SpaceOperations.MINUS_OPERATION -> ctx.f64.sub(visit(mst.left), visit(mst.right)) + RingOperations.TIMES_OPERATION -> ctx.f64.mul(visit(mst.left), visit(mst.right)) + FieldOperations.DIV_OPERATION -> ctx.f64.div(visit(mst.left), visit(mst.right)) + PowerOperations.POW_OPERATION -> ctx.call("pow", arrayOf(visit(mst.left), visit(mst.right)), binaryen.f64) + else -> super.visitBinary(mst) + } +} + +internal class IntWasmBuilder : WasmBuilder(binaryen.i32, IntRing) { + override fun visitNumeric(mst: MST.Numeric): binaryen.ExpressionRef = ctx.i32.const(mst.value) + + override fun visitUnary(mst: MST.Unary): binaryen.ExpressionRef = when (mst.operation) { + SpaceOperations.MINUS_OPERATION -> ctx.i32.sub(ctx.i32.const(0), visit(mst.value)) + SpaceOperations.PLUS_OPERATION -> visit(mst.value) + else -> super.visitUnary(mst) + } + + override fun visitBinary(mst: MST.Binary): binaryen.ExpressionRef = when (mst.operation) { + SpaceOperations.PLUS_OPERATION -> ctx.i32.add(visit(mst.left), visit(mst.right)) + SpaceOperations.MINUS_OPERATION -> ctx.i32.sub(visit(mst.left), visit(mst.right)) + RingOperations.TIMES_OPERATION -> ctx.i32.mul(visit(mst.left), visit(mst.right)) + FieldOperations.DIV_OPERATION -> ctx.i32.div_s(visit(mst.left), visit(mst.right)) + else -> super.visitBinary(mst) + } +} + +internal class LongWasmBuilder : WasmBuilder(binaryen.i64, LongRing) { + override fun visitNumeric(mst: MST.Numeric): binaryen.ExpressionRef = ctx.i64.const(mst.value) + + override fun visitUnary(mst: MST.Unary): binaryen.ExpressionRef = when (mst.operation) { + SpaceOperations.MINUS_OPERATION -> ctx.i64.sub(ctx.i64.const(0, 0), visit(mst.value)) + SpaceOperations.PLUS_OPERATION -> visit(mst.value) + else -> super.visitUnary(mst) + } + + override fun visitBinary(mst: MST.Binary): binaryen.ExpressionRef = when (mst.operation) { + SpaceOperations.PLUS_OPERATION -> ctx.i64.add(visit(mst.left), visit(mst.right)) + SpaceOperations.MINUS_OPERATION -> ctx.i64.sub(visit(mst.left), visit(mst.right)) + RingOperations.TIMES_OPERATION -> ctx.i64.mul(visit(mst.left), visit(mst.right)) + FieldOperations.DIV_OPERATION -> ctx.i64.div_s(visit(mst.left), visit(mst.right)) + else -> super.visitBinary(mst) } }