diff --git a/CHANGELOG.md b/CHANGELOG.md index 8b4dddf81..4ade9cd9c 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -13,6 +13,7 @@ - Buffer factories for primitives moved to MutableBuffer.Companion - NDStructure and NDAlgebra to StructureND and AlgebraND respectively - Real -> Double +- DataSets are moved from functions to core ### Deprecated diff --git a/examples/src/benchmarks/kotlin/space/kscience/kmath/benchmarks/ExpressionsInterpretersBenchmark.kt b/examples/src/benchmarks/kotlin/space/kscience/kmath/benchmarks/ExpressionsInterpretersBenchmark.kt index 0899241f9..2438e3979 100644 --- a/examples/src/benchmarks/kotlin/space/kscience/kmath/benchmarks/ExpressionsInterpretersBenchmark.kt +++ b/examples/src/benchmarks/kotlin/space/kscience/kmath/benchmarks/ExpressionsInterpretersBenchmark.kt @@ -9,7 +9,7 @@ import space.kscience.kmath.ast.mstInField import space.kscience.kmath.expressions.Expression import space.kscience.kmath.expressions.expressionInField import space.kscience.kmath.expressions.invoke -import space.kscience.kmath.expressions.symbol +import space.kscience.kmath.misc.symbol import space.kscience.kmath.operations.DoubleField import space.kscience.kmath.operations.bindSymbol import kotlin.random.Random diff --git a/examples/src/main/kotlin/space/kscience/kmath/ast/kotlingradSupport.kt b/examples/src/main/kotlin/space/kscience/kmath/ast/kotlingradSupport.kt index 23c9d5b41..138b3e708 100644 --- a/examples/src/main/kotlin/space/kscience/kmath/ast/kotlingradSupport.kt +++ b/examples/src/main/kotlin/space/kscience/kmath/ast/kotlingradSupport.kt @@ -3,8 +3,8 @@ package space.kscience.kmath.ast import space.kscience.kmath.asm.compile import space.kscience.kmath.expressions.derivative import space.kscience.kmath.expressions.invoke -import space.kscience.kmath.expressions.symbol import space.kscience.kmath.kotlingrad.differentiable +import space.kscience.kmath.misc.symbol import space.kscience.kmath.operations.DoubleField /** diff --git a/examples/src/main/kotlin/space/kscience/kmath/commons/fit/fitWithAutoDiff.kt b/examples/src/main/kotlin/space/kscience/kmath/commons/fit/fitWithAutoDiff.kt index 6141a1058..ca4d9c181 100644 --- a/examples/src/main/kotlin/space/kscience/kmath/commons/fit/fitWithAutoDiff.kt +++ b/examples/src/main/kotlin/space/kscience/kmath/commons/fit/fitWithAutoDiff.kt @@ -7,7 +7,7 @@ import kscience.plotly.models.ScatterMode import kscience.plotly.models.TraceValues import space.kscience.kmath.commons.optimization.chiSquared import space.kscience.kmath.commons.optimization.minimize -import space.kscience.kmath.expressions.symbol +import space.kscience.kmath.misc.symbol import space.kscience.kmath.optimization.FunctionOptimization import space.kscience.kmath.optimization.OptimizationResult import space.kscience.kmath.real.DoubleVector diff --git a/kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/MstExpression.kt b/kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/MstExpression.kt index 63dfb38f7..5c43df068 100644 --- a/kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/MstExpression.kt +++ b/kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/MstExpression.kt @@ -1,6 +1,8 @@ package space.kscience.kmath.ast import space.kscience.kmath.expressions.* +import space.kscience.kmath.misc.StringSymbol +import space.kscience.kmath.misc.Symbol import space.kscience.kmath.operations.* import kotlin.contracts.InvocationKind import kotlin.contracts.contract diff --git a/kmath-ast/src/jsMain/kotlin/space/kscience/kmath/estree/internal/ESTreeBuilder.kt b/kmath-ast/src/jsMain/kotlin/space/kscience/kmath/estree/internal/ESTreeBuilder.kt index b4de9968d..1e966d986 100644 --- a/kmath-ast/src/jsMain/kotlin/space/kscience/kmath/estree/internal/ESTreeBuilder.kt +++ b/kmath-ast/src/jsMain/kotlin/space/kscience/kmath/estree/internal/ESTreeBuilder.kt @@ -3,7 +3,7 @@ package space.kscience.kmath.estree.internal import space.kscience.kmath.estree.internal.astring.generate import space.kscience.kmath.estree.internal.estree.* import space.kscience.kmath.expressions.Expression -import space.kscience.kmath.expressions.Symbol +import space.kscience.kmath.misc.Symbol internal class ESTreeBuilder(val bodyCallback: ESTreeBuilder.() -> BaseExpression) { private class GeneratedExpression(val executable: dynamic, val constants: Array) : Expression { diff --git a/kmath-ast/src/jvmMain/kotlin/space/kscience/kmath/asm/internal/mapIntrinsics.kt b/kmath-ast/src/jvmMain/kotlin/space/kscience/kmath/asm/internal/mapIntrinsics.kt index f54bc070c..0a0c21d8a 100644 --- a/kmath-ast/src/jvmMain/kotlin/space/kscience/kmath/asm/internal/mapIntrinsics.kt +++ b/kmath-ast/src/jvmMain/kotlin/space/kscience/kmath/asm/internal/mapIntrinsics.kt @@ -2,8 +2,8 @@ package space.kscience.kmath.asm.internal -import space.kscience.kmath.expressions.StringSymbol -import space.kscience.kmath.expressions.Symbol +import space.kscience.kmath.misc.StringSymbol +import space.kscience.kmath.misc.Symbol /** * Gets value with given [key] or throws [NoSuchElementException] whenever it is not present. diff --git a/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/expressions/DerivativeStructureExpression.kt b/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/expressions/DerivativeStructureExpression.kt index b74167c3f..58e9687e5 100644 --- a/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/expressions/DerivativeStructureExpression.kt +++ b/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/expressions/DerivativeStructureExpression.kt @@ -2,6 +2,8 @@ package space.kscience.kmath.commons.expressions import org.apache.commons.math3.analysis.differentiation.DerivativeStructure import space.kscience.kmath.expressions.* +import space.kscience.kmath.misc.StringSymbol +import space.kscience.kmath.misc.Symbol import space.kscience.kmath.misc.UnstableKMathAPI import space.kscience.kmath.operations.ExtendedField import space.kscience.kmath.operations.NumbersAddOperations diff --git a/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/optimization/CMOptimization.kt b/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/optimization/CMOptimization.kt index 6200b61a9..93d0f0bba 100644 --- a/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/optimization/CMOptimization.kt +++ b/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/optimization/CMOptimization.kt @@ -9,7 +9,12 @@ import org.apache.commons.math3.optim.nonlinear.scalar.gradient.NonLinearConjuga import org.apache.commons.math3.optim.nonlinear.scalar.noderiv.AbstractSimplex import org.apache.commons.math3.optim.nonlinear.scalar.noderiv.NelderMeadSimplex import org.apache.commons.math3.optim.nonlinear.scalar.noderiv.SimplexOptimizer -import space.kscience.kmath.expressions.* +import space.kscience.kmath.expressions.DifferentiableExpression +import space.kscience.kmath.expressions.Expression +import space.kscience.kmath.expressions.SymbolIndexer +import space.kscience.kmath.expressions.derivative +import space.kscience.kmath.misc.Symbol +import space.kscience.kmath.misc.UnstableKMathAPI import space.kscience.kmath.optimization.FunctionOptimization import space.kscience.kmath.optimization.OptimizationFeature import space.kscience.kmath.optimization.OptimizationProblemFactory @@ -19,6 +24,7 @@ import kotlin.reflect.KClass public operator fun PointValuePair.component1(): DoubleArray = point public operator fun PointValuePair.component2(): Double = value +@OptIn(UnstableKMathAPI::class) public class CMOptimization( override val symbols: List, ) : FunctionOptimization, SymbolIndexer, OptimizationFeature { diff --git a/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/optimization/cmFit.kt b/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/optimization/cmFit.kt index 384414e6d..8e9ce7a80 100644 --- a/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/optimization/cmFit.kt +++ b/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/optimization/cmFit.kt @@ -5,7 +5,7 @@ import org.apache.commons.math3.optim.nonlinear.scalar.GoalType import space.kscience.kmath.commons.expressions.DerivativeStructureField import space.kscience.kmath.expressions.DifferentiableExpression import space.kscience.kmath.expressions.Expression -import space.kscience.kmath.expressions.Symbol +import space.kscience.kmath.misc.Symbol import space.kscience.kmath.optimization.FunctionOptimization import space.kscience.kmath.optimization.OptimizationResult import space.kscience.kmath.optimization.optimizeWith diff --git a/kmath-commons/src/test/kotlin/space/kscience/kmath/commons/expressions/DerivativeStructureExpressionTest.kt b/kmath-commons/src/test/kotlin/space/kscience/kmath/commons/expressions/DerivativeStructureExpressionTest.kt index 8d9bab652..b19eb5950 100644 --- a/kmath-commons/src/test/kotlin/space/kscience/kmath/commons/expressions/DerivativeStructureExpressionTest.kt +++ b/kmath-commons/src/test/kotlin/space/kscience/kmath/commons/expressions/DerivativeStructureExpressionTest.kt @@ -1,6 +1,10 @@ package space.kscience.kmath.commons.expressions -import space.kscience.kmath.expressions.* +import space.kscience.kmath.expressions.binding +import space.kscience.kmath.expressions.derivative +import space.kscience.kmath.expressions.invoke +import space.kscience.kmath.misc.Symbol +import space.kscience.kmath.misc.symbol import kotlin.contracts.InvocationKind import kotlin.contracts.contract import kotlin.test.Test diff --git a/kmath-commons/src/test/kotlin/space/kscience/kmath/commons/optimization/OptimizeTest.kt b/kmath-commons/src/test/kotlin/space/kscience/kmath/commons/optimization/OptimizeTest.kt index cbbe1457e..5f5d3e1e4 100644 --- a/kmath-commons/src/test/kotlin/space/kscience/kmath/commons/optimization/OptimizeTest.kt +++ b/kmath-commons/src/test/kotlin/space/kscience/kmath/commons/optimization/OptimizeTest.kt @@ -2,7 +2,7 @@ package space.kscience.kmath.commons.optimization import org.junit.jupiter.api.Test import space.kscience.kmath.commons.expressions.DerivativeStructureExpression -import space.kscience.kmath.expressions.symbol +import space.kscience.kmath.misc.symbol import space.kscience.kmath.optimization.FunctionOptimization import space.kscience.kmath.stat.Distribution import space.kscience.kmath.stat.RandomGenerator diff --git a/kmath-complex/src/commonTest/kotlin/space/kscience/kmath/complex/ExpressionFieldForComplexTest.kt b/kmath-complex/src/commonTest/kotlin/space/kscience/kmath/complex/ExpressionFieldForComplexTest.kt index 81a131318..3837b0d40 100644 --- a/kmath-complex/src/commonTest/kotlin/space/kscience/kmath/complex/ExpressionFieldForComplexTest.kt +++ b/kmath-complex/src/commonTest/kotlin/space/kscience/kmath/complex/ExpressionFieldForComplexTest.kt @@ -3,7 +3,7 @@ package space.kscience.kmath.complex import space.kscience.kmath.expressions.FunctionalExpressionField import space.kscience.kmath.expressions.bindSymbol import space.kscience.kmath.expressions.invoke -import space.kscience.kmath.expressions.symbol +import space.kscience.kmath.misc.symbol import kotlin.test.Test import kotlin.test.assertEquals diff --git a/kmath-core/api/kmath-core.api b/kmath-core/api/kmath-core.api index 8c62198cd..570e50a86 100644 --- a/kmath-core/api/kmath-core.api +++ b/kmath-core/api/kmath-core.api @@ -14,7 +14,7 @@ public class space/kscience/kmath/expressions/AutoDiffValue { public final class space/kscience/kmath/expressions/DerivationResult { public fun (Ljava/lang/Object;Ljava/util/Map;Lspace/kscience/kmath/operations/Field;)V - public final fun derivative (Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; + public final fun derivative (Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object; public final fun div ()Ljava/lang/Object; public final fun getContext ()Lspace/kscience/kmath/operations/Field; public final fun getValue ()Ljava/lang/Object; @@ -27,7 +27,7 @@ public abstract interface class space/kscience/kmath/expressions/DifferentiableE public final class space/kscience/kmath/expressions/DifferentiableExpressionKt { public static final fun derivative (Lspace/kscience/kmath/expressions/DifferentiableExpression;Ljava/lang/String;)Lspace/kscience/kmath/expressions/Expression; public static final fun derivative (Lspace/kscience/kmath/expressions/DifferentiableExpression;Ljava/util/List;)Lspace/kscience/kmath/expressions/Expression; - public static final fun derivative (Lspace/kscience/kmath/expressions/DifferentiableExpression;[Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/expressions/Expression; + public static final fun derivative (Lspace/kscience/kmath/expressions/DifferentiableExpression;[Lspace/kscience/kmath/misc/Symbol;)Lspace/kscience/kmath/expressions/Expression; } public abstract interface class space/kscience/kmath/expressions/Expression { @@ -36,7 +36,7 @@ public abstract interface class space/kscience/kmath/expressions/Expression { public abstract interface class space/kscience/kmath/expressions/ExpressionAlgebra : space/kscience/kmath/operations/Algebra { public abstract fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; - public abstract fun bindSymbolOrNull (Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; + public abstract fun bindSymbolOrNull (Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object; public abstract fun const (Ljava/lang/Object;)Ljava/lang/Object; } @@ -56,18 +56,17 @@ public final class space/kscience/kmath/expressions/ExpressionBuildersKt { } public final class space/kscience/kmath/expressions/ExpressionKt { - public static final fun bindSymbol (Lspace/kscience/kmath/expressions/ExpressionAlgebra;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; + public static final fun bindSymbol (Lspace/kscience/kmath/expressions/ExpressionAlgebra;Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object; public static final fun binding (Lspace/kscience/kmath/expressions/ExpressionAlgebra;)Lkotlin/properties/ReadOnlyProperty; public static final fun callByString (Lspace/kscience/kmath/expressions/Expression;[Lkotlin/Pair;)Ljava/lang/Object; public static final fun callBySymbol (Lspace/kscience/kmath/expressions/Expression;[Lkotlin/Pair;)Ljava/lang/Object; - public static final fun getSymbol ()Lkotlin/properties/ReadOnlyProperty; public static final fun invoke (Lspace/kscience/kmath/expressions/Expression;)Ljava/lang/Object; } public abstract class space/kscience/kmath/expressions/FirstDerivativeExpression : space/kscience/kmath/expressions/DifferentiableExpression { public fun ()V public final fun derivativeOrNull (Ljava/util/List;)Lspace/kscience/kmath/expressions/Expression; - public abstract fun derivativeOrNull (Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/expressions/Expression; + public abstract fun derivativeOrNull (Lspace/kscience/kmath/misc/Symbol;)Lspace/kscience/kmath/expressions/Expression; } public abstract class space/kscience/kmath/expressions/FunctionalExpressionAlgebra : space/kscience/kmath/expressions/ExpressionAlgebra { @@ -77,8 +76,8 @@ public abstract class space/kscience/kmath/expressions/FunctionalExpressionAlgeb public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/expressions/Expression; - public synthetic fun bindSymbolOrNull (Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public fun bindSymbolOrNull (Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/expressions/Expression; + public synthetic fun bindSymbolOrNull (Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object; + public fun bindSymbolOrNull (Lspace/kscience/kmath/misc/Symbol;)Lspace/kscience/kmath/expressions/Expression; public synthetic fun const (Ljava/lang/Object;)Ljava/lang/Object; public fun const (Ljava/lang/Object;)Lspace/kscience/kmath/expressions/Expression; public final fun getAlgebra ()Lspace/kscience/kmath/operations/Algebra; @@ -203,7 +202,7 @@ public class space/kscience/kmath/expressions/FunctionalExpressionRing : space/k public final class space/kscience/kmath/expressions/SimpleAutoDiffExpression : space/kscience/kmath/expressions/FirstDerivativeExpression { public fun (Lspace/kscience/kmath/operations/Field;Lkotlin/jvm/functions/Function1;)V - public fun derivativeOrNull (Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/expressions/Expression; + public fun derivativeOrNull (Lspace/kscience/kmath/misc/Symbol;)Lspace/kscience/kmath/expressions/Expression; public final fun getField ()Lspace/kscience/kmath/operations/Field; public final fun getFunction ()Lkotlin/jvm/functions/Function1; public fun invoke (Ljava/util/Map;)Ljava/lang/Object; @@ -264,8 +263,8 @@ public class space/kscience/kmath/expressions/SimpleAutoDiffField : space/kscien public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/expressions/AutoDiffValue; - public synthetic fun bindSymbolOrNull (Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public fun bindSymbolOrNull (Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/expressions/AutoDiffValue; + public synthetic fun bindSymbolOrNull (Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object; + public fun bindSymbolOrNull (Lspace/kscience/kmath/misc/Symbol;)Lspace/kscience/kmath/expressions/AutoDiffValue; public synthetic fun const (Ljava/lang/Object;)Ljava/lang/Object; public fun const (Ljava/lang/Object;)Lspace/kscience/kmath/expressions/AutoDiffValue; public final fun const (Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/expressions/AutoDiffValue; @@ -332,7 +331,7 @@ public final class space/kscience/kmath/expressions/SimpleAutoDiffKt { public static final fun cos (Lspace/kscience/kmath/expressions/SimpleAutoDiffField;Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; public static final fun cosh (Lspace/kscience/kmath/expressions/SimpleAutoDiffField;Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; public static final fun exp (Lspace/kscience/kmath/expressions/SimpleAutoDiffField;Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; - public static final fun grad (Lspace/kscience/kmath/expressions/DerivationResult;[Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/structures/Buffer; + public static final fun grad (Lspace/kscience/kmath/expressions/DerivationResult;[Lspace/kscience/kmath/misc/Symbol;)Lspace/kscience/kmath/structures/Buffer; public static final fun ln (Lspace/kscience/kmath/expressions/SimpleAutoDiffField;Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; public static final fun pow (Lspace/kscience/kmath/expressions/SimpleAutoDiffField;Lspace/kscience/kmath/expressions/AutoDiffValue;D)Lspace/kscience/kmath/expressions/AutoDiffValue; public static final fun pow (Lspace/kscience/kmath/expressions/SimpleAutoDiffField;Lspace/kscience/kmath/expressions/AutoDiffValue;I)Lspace/kscience/kmath/expressions/AutoDiffValue; @@ -348,79 +347,13 @@ public final class space/kscience/kmath/expressions/SimpleAutoDiffKt { public static final fun tanh (Lspace/kscience/kmath/expressions/SimpleAutoDiffField;Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; } -public final class space/kscience/kmath/expressions/SimpleSymbolIndexer : space/kscience/kmath/expressions/SymbolIndexer { - public static final synthetic fun box-impl (Ljava/util/List;)Lspace/kscience/kmath/expressions/SimpleSymbolIndexer; - public static fun constructor-impl (Ljava/util/List;)Ljava/util/List; - public fun equals (Ljava/lang/Object;)Z - public static fun equals-impl (Ljava/util/List;Ljava/lang/Object;)Z - public static final fun equals-impl0 (Ljava/util/List;Ljava/util/List;)Z - public fun get (Ljava/util/List;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public fun get (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/expressions/Symbol;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public fun get (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public fun get ([DLspace/kscience/kmath/expressions/Symbol;)D - public fun get ([Ljava/lang/Object;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public static fun get-impl (Ljava/util/List;Ljava/util/List;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public static fun get-impl (Ljava/util/List;Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/expressions/Symbol;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public static fun get-impl (Ljava/util/List;Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public static fun get-impl (Ljava/util/List;[DLspace/kscience/kmath/expressions/Symbol;)D - public static fun get-impl (Ljava/util/List;[Ljava/lang/Object;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public fun getSymbols ()Ljava/util/List; - public fun hashCode ()I - public static fun hashCode-impl (Ljava/util/List;)I - public fun indexOf (Lspace/kscience/kmath/expressions/Symbol;)I - public static fun indexOf-impl (Ljava/util/List;Lspace/kscience/kmath/expressions/Symbol;)I - public fun toDoubleArray (Ljava/util/Map;)[D - public static fun toDoubleArray-impl (Ljava/util/List;Ljava/util/Map;)[D - public fun toList (Ljava/util/Map;)Ljava/util/List; - public static fun toList-impl (Ljava/util/List;Ljava/util/Map;)Ljava/util/List; - public fun toMap ([D)Ljava/util/Map; - public static fun toMap-impl (Ljava/util/List;[D)Ljava/util/Map; - public fun toPoint (Ljava/util/Map;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/structures/Buffer; - public static fun toPoint-impl (Ljava/util/List;Ljava/util/Map;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/structures/Buffer; - public fun toString ()Ljava/lang/String; - public static fun toString-impl (Ljava/util/List;)Ljava/lang/String; - public final synthetic fun unbox-impl ()Ljava/util/List; -} - -public final class space/kscience/kmath/expressions/StringSymbol : space/kscience/kmath/expressions/Symbol { - public static final synthetic fun box-impl (Ljava/lang/String;)Lspace/kscience/kmath/expressions/StringSymbol; - public static fun constructor-impl (Ljava/lang/String;)Ljava/lang/String; - public fun equals (Ljava/lang/Object;)Z - public static fun equals-impl (Ljava/lang/String;Ljava/lang/Object;)Z - public static final fun equals-impl0 (Ljava/lang/String;Ljava/lang/String;)Z - public fun getIdentity ()Ljava/lang/String; - public fun hashCode ()I - public static fun hashCode-impl (Ljava/lang/String;)I - public fun toString ()Ljava/lang/String; - public static fun toString-impl (Ljava/lang/String;)Ljava/lang/String; - public final synthetic fun unbox-impl ()Ljava/lang/String; -} - -public abstract interface class space/kscience/kmath/expressions/Symbol { - public abstract fun getIdentity ()Ljava/lang/String; -} - -public abstract interface class space/kscience/kmath/expressions/SymbolIndexer { - public abstract fun get (Ljava/util/List;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public abstract fun get (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/expressions/Symbol;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public abstract fun get (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public abstract fun get ([DLspace/kscience/kmath/expressions/Symbol;)D - public abstract fun get ([Ljava/lang/Object;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public abstract fun getSymbols ()Ljava/util/List; - public abstract fun indexOf (Lspace/kscience/kmath/expressions/Symbol;)I - public abstract fun toDoubleArray (Ljava/util/Map;)[D - public abstract fun toList (Ljava/util/Map;)Ljava/util/List; - public abstract fun toMap ([D)Ljava/util/Map; - public abstract fun toPoint (Ljava/util/Map;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/structures/Buffer; -} - public final class space/kscience/kmath/expressions/SymbolIndexer$DefaultImpls { - public static fun get (Lspace/kscience/kmath/expressions/SymbolIndexer;Ljava/util/List;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public static fun get (Lspace/kscience/kmath/expressions/SymbolIndexer;Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/expressions/Symbol;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public static fun get (Lspace/kscience/kmath/expressions/SymbolIndexer;Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public static fun get (Lspace/kscience/kmath/expressions/SymbolIndexer;[DLspace/kscience/kmath/expressions/Symbol;)D - public static fun get (Lspace/kscience/kmath/expressions/SymbolIndexer;[Ljava/lang/Object;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; - public static fun indexOf (Lspace/kscience/kmath/expressions/SymbolIndexer;Lspace/kscience/kmath/expressions/Symbol;)I + public static fun get (Lspace/kscience/kmath/expressions/SymbolIndexer;Ljava/util/List;Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object; + public static fun get (Lspace/kscience/kmath/expressions/SymbolIndexer;Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/misc/Symbol;Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object; + public static fun get (Lspace/kscience/kmath/expressions/SymbolIndexer;Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object; + public static fun get (Lspace/kscience/kmath/expressions/SymbolIndexer;[DLspace/kscience/kmath/misc/Symbol;)D + public static fun get (Lspace/kscience/kmath/expressions/SymbolIndexer;[Ljava/lang/Object;Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object; + public static fun indexOf (Lspace/kscience/kmath/expressions/SymbolIndexer;Lspace/kscience/kmath/misc/Symbol;)I public static fun toDoubleArray (Lspace/kscience/kmath/expressions/SymbolIndexer;Ljava/util/Map;)[D public static fun toList (Lspace/kscience/kmath/expressions/SymbolIndexer;Ljava/util/Map;)Ljava/util/List; public static fun toMap (Lspace/kscience/kmath/expressions/SymbolIndexer;[D)Ljava/util/Map; @@ -428,8 +361,6 @@ public final class space/kscience/kmath/expressions/SymbolIndexer$DefaultImpls { } public final class space/kscience/kmath/expressions/SymbolIndexerKt { - public static final fun withSymbols (Ljava/util/Collection;Lkotlin/jvm/functions/Function1;)Ljava/lang/Object; - public static final fun withSymbols ([Lspace/kscience/kmath/expressions/Symbol;Lkotlin/jvm/functions/Function1;)Ljava/lang/Object; } public final class space/kscience/kmath/linear/BufferedLinearSpace : space/kscience/kmath/linear/LinearSpace { @@ -672,9 +603,58 @@ public final class space/kscience/kmath/misc/CumulativeKt { public static final fun cumulativeSumOfLong (Lkotlin/sequences/Sequence;)Lkotlin/sequences/Sequence; } +public final class space/kscience/kmath/misc/NDStructureColumn : space/kscience/kmath/structures/Buffer { + public fun (Lspace/kscience/kmath/nd/Structure2D;I)V + public fun get (I)Ljava/lang/Object; + public final fun getColumn ()I + public fun getSize ()I + public final fun getStructure ()Lspace/kscience/kmath/nd/Structure2D; + public fun iterator ()Ljava/util/Iterator; +} + +public final class space/kscience/kmath/misc/StringSymbol : space/kscience/kmath/misc/Symbol { + public static final synthetic fun box-impl (Ljava/lang/String;)Lspace/kscience/kmath/misc/StringSymbol; + public static fun constructor-impl (Ljava/lang/String;)Ljava/lang/String; + public fun equals (Ljava/lang/Object;)Z + public static fun equals-impl (Ljava/lang/String;Ljava/lang/Object;)Z + public static final fun equals-impl0 (Ljava/lang/String;Ljava/lang/String;)Z + public fun getIdentity ()Ljava/lang/String; + public fun hashCode ()I + public static fun hashCode-impl (Ljava/lang/String;)I + public fun toString ()Ljava/lang/String; + public static fun toString-impl (Ljava/lang/String;)Ljava/lang/String; + public final synthetic fun unbox-impl ()Ljava/lang/String; +} + +public abstract interface class space/kscience/kmath/misc/Symbol { + public static final field Companion Lspace/kscience/kmath/misc/Symbol$Companion; + public abstract fun getIdentity ()Ljava/lang/String; +} + +public final class space/kscience/kmath/misc/Symbol$Companion { + public final fun getX-tWtZOCg ()Ljava/lang/String; + public final fun getY-tWtZOCg ()Ljava/lang/String; + public final fun getZ-tWtZOCg ()Ljava/lang/String; +} + +public final class space/kscience/kmath/misc/SymbolKt { + public static final fun getSymbol ()Lkotlin/properties/ReadOnlyProperty; +} + public abstract interface annotation class space/kscience/kmath/misc/UnstableKMathAPI : java/lang/annotation/Annotation { } +public final class space/kscience/kmath/misc/XYPointSet$DefaultImpls { + public static fun get (Lspace/kscience/kmath/misc/XYPointSet;Lspace/kscience/kmath/misc/Symbol;)Lspace/kscience/kmath/structures/Buffer; +} + +public final class space/kscience/kmath/misc/XYPointSetKt { +} + +public final class space/kscience/kmath/misc/XYZPointSet$DefaultImpls { + public static fun get (Lspace/kscience/kmath/misc/XYZPointSet;Lspace/kscience/kmath/misc/Symbol;)Lspace/kscience/kmath/structures/Buffer; +} + public abstract interface class space/kscience/kmath/nd/AlgebraND { public static final field Companion Lspace/kscience/kmath/nd/AlgebraND$Companion; public abstract fun combine (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND; @@ -1180,7 +1160,7 @@ public final class space/kscience/kmath/operations/AlgebraExtensionsKt { } public final class space/kscience/kmath/operations/AlgebraKt { - public static final fun bindSymbol (Lspace/kscience/kmath/operations/Algebra;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; + public static final fun bindSymbol (Lspace/kscience/kmath/operations/Algebra;Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object; public static final fun invoke (Lspace/kscience/kmath/operations/Algebra;Lkotlin/jvm/functions/Function1;)Ljava/lang/Object; } @@ -2119,6 +2099,7 @@ public final class space/kscience/kmath/structures/BufferKt { public final class space/kscience/kmath/structures/BufferOperationKt { public static final fun asIterable (Lspace/kscience/kmath/structures/Buffer;)Ljava/lang/Iterable; public static final fun asSequence (Lspace/kscience/kmath/structures/Buffer;)Lkotlin/sequences/Sequence; + public static final fun fold (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Object;Lkotlin/jvm/functions/Function2;)Ljava/lang/Object; public static final fun toList (Lspace/kscience/kmath/structures/Buffer;)Ljava/util/List; } diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/DifferentiableExpression.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/DifferentiableExpression.kt index 5cbc4dbf4..1f0ceaec3 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/DifferentiableExpression.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/DifferentiableExpression.kt @@ -1,5 +1,8 @@ package space.kscience.kmath.expressions +import space.kscience.kmath.misc.StringSymbol +import space.kscience.kmath.misc.Symbol + /** * Represents expression which structure can be differentiated. * diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/Expression.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/Expression.kt index 5ba24aa62..7918f199e 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/Expression.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/Expression.kt @@ -1,26 +1,11 @@ package space.kscience.kmath.expressions +import space.kscience.kmath.misc.StringSymbol +import space.kscience.kmath.misc.Symbol import space.kscience.kmath.operations.Algebra import kotlin.jvm.JvmName import kotlin.properties.ReadOnlyProperty -/** - * A marker interface for a symbol. A symbol mus have an identity - */ -public interface Symbol { - /** - * Identity object for the symbol. Two symbols with the same identity are considered to be the same symbol. - */ - public val identity: String -} - -/** - * A [Symbol] with a [String] identity - */ -public inline class StringSymbol(override val identity: String) : Symbol { - override fun toString(): String = identity -} - /** * An elementary function that could be invoked on a map of arguments. * @@ -92,13 +77,6 @@ public interface ExpressionAlgebra : Algebra { public fun ExpressionAlgebra.bindSymbol(symbol: Symbol): E = bindSymbolOrNull(symbol) ?: error("Symbol $symbol could not be bound to $this") -/** - * A delegate to create a symbol with a string identity in this scope - */ -public val symbol: ReadOnlyProperty = ReadOnlyProperty { _, property -> - StringSymbol(property.name) -} - /** * Bind a symbol by name inside the [ExpressionAlgebra] */ diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/FunctionalExpressionAlgebra.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/FunctionalExpressionAlgebra.kt index cca75754f..ebd9e7f22 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/FunctionalExpressionAlgebra.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/FunctionalExpressionAlgebra.kt @@ -1,5 +1,6 @@ package space.kscience.kmath.expressions +import space.kscience.kmath.misc.Symbol import space.kscience.kmath.operations.* /** diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt index 4b0d402ed..d9be4a92e 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt @@ -1,6 +1,7 @@ package space.kscience.kmath.expressions import space.kscience.kmath.linear.Point +import space.kscience.kmath.misc.Symbol import space.kscience.kmath.misc.UnstableKMathAPI import space.kscience.kmath.operations.* import space.kscience.kmath.structures.asBuffer diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SymbolIndexer.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SymbolIndexer.kt index 580acaafb..4db4b5828 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SymbolIndexer.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SymbolIndexer.kt @@ -1,6 +1,8 @@ package space.kscience.kmath.expressions import space.kscience.kmath.linear.Point +import space.kscience.kmath.misc.Symbol +import space.kscience.kmath.misc.UnstableKMathAPI import space.kscience.kmath.nd.Structure2D import space.kscience.kmath.structures.BufferFactory @@ -8,6 +10,7 @@ import space.kscience.kmath.structures.BufferFactory * An environment to easy transform indexed variables to symbols and back. * TODO requires multi-receivers to be beautiful */ +@UnstableKMathAPI public interface SymbolIndexer { public val symbols: List public fun indexOf(symbol: Symbol): Int = symbols.indexOf(symbol) @@ -49,13 +52,16 @@ public interface SymbolIndexer { public fun Map.toDoubleArray(): DoubleArray = DoubleArray(symbols.size) { getValue(symbols[it]) } } +@UnstableKMathAPI public inline class SimpleSymbolIndexer(override val symbols: List) : SymbolIndexer /** * Execute the block with symbol indexer based on given symbol order */ +@UnstableKMathAPI public inline fun withSymbols(vararg symbols: Symbol, block: SymbolIndexer.() -> R): R = with(SimpleSymbolIndexer(symbols.toList()), block) +@UnstableKMathAPI public inline fun withSymbols(symbols: Collection, block: SymbolIndexer.() -> R): R = with(SimpleSymbolIndexer(symbols.toList()), block) \ No newline at end of file diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/ColumnarData.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/ColumnarData.kt new file mode 100644 index 000000000..ed5a7e8f0 --- /dev/null +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/ColumnarData.kt @@ -0,0 +1,15 @@ +package space.kscience.kmath.misc + +import space.kscience.kmath.structures.Buffer + +/** + * A column-based data set with all columns of the same size (not necessary fixed in time). + * The column could be retrieved by a [get] operation. + */ +@UnstableKMathAPI +public interface ColumnarData { + public val size: Int + + public operator fun get(symbol: Symbol): Buffer +} + diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/Symbol.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/Symbol.kt new file mode 100644 index 000000000..2c9774b6a --- /dev/null +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/Symbol.kt @@ -0,0 +1,34 @@ +package space.kscience.kmath.misc + +import kotlin.properties.ReadOnlyProperty + +/** + * A marker interface for a symbol. A symbol mus have an identity + */ +public interface Symbol { + /** + * Identity object for the symbol. Two symbols with the same identity are considered to be the same symbol. + */ + public val identity: String + + public companion object{ + public val x: StringSymbol = StringSymbol("x") + public val y: StringSymbol = StringSymbol("y") + public val z: StringSymbol = StringSymbol("z") + } +} + +/** + * A [Symbol] with a [String] identity + */ +public inline class StringSymbol(override val identity: String) : Symbol { + override fun toString(): String = identity +} + + +/** + * A delegate to create a symbol with a string identity in this scope + */ +public val symbol: ReadOnlyProperty = ReadOnlyProperty { _, property -> + StringSymbol(property.name) +} diff --git a/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/XYPointSet.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/XYPointSet.kt similarity index 57% rename from kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/XYPointSet.kt rename to kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/XYPointSet.kt index 1ff7b6351..bc9052348 100644 --- a/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/XYPointSet.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/XYPointSet.kt @@ -1,22 +1,32 @@ -package space.kscience.kmath.interpolation +package space.kscience.kmath.misc import space.kscience.kmath.nd.Structure2D import space.kscience.kmath.structures.Buffer -public interface XYPointSet { - public val size: Int +@UnstableKMathAPI +public interface XYPointSet : ColumnarData { public val x: Buffer public val y: Buffer + + override fun get(symbol: Symbol): Buffer = when (symbol) { + Symbol.x -> x + Symbol.y -> y + else -> error("A column for symbol $symbol not found") + } } -public interface XYZPointSet : XYPointSet { +@UnstableKMathAPI +public interface XYZPointSet : XYPointSet { public val z: Buffer + + override fun get(symbol: Symbol): Buffer = when (symbol) { + Symbol.x -> x + Symbol.y -> y + Symbol.z -> z + else -> error("A column for symbol $symbol not found") + } } -internal fun > insureSorted(points: XYPointSet) { - for (i in 0 until points.size - 1) - require(points.x[i + 1] > points.x[i]) { "Input data is not sorted at index $i" } -} public class NDStructureColumn(public val structure: Structure2D, public val column: Int) : Buffer { public override val size: Int @@ -30,22 +40,23 @@ public class NDStructureColumn(public val structure: Structure2D, public v public override operator fun iterator(): Iterator = sequence { repeat(size) { yield(get(it)) } }.iterator() } -public class BufferXYPointSet( +@UnstableKMathAPI +public class BufferXYPointSet( public override val x: Buffer, public override val y: Buffer, -) : XYPointSet { - public override val size: Int - get() = x.size +) : XYPointSet { + public override val size: Int get() = x.size init { require(x.size == y.size) { "Sizes of x and y buffers should be the same" } } } -public fun Structure2D.asXYPointSet(): XYPointSet { +@UnstableKMathAPI +public fun Structure2D.asXYPointSet(): XYPointSet { require(shape[1] == 2) { "Structure second dimension should be of size 2" } - return object : XYPointSet { + return object : XYPointSet { override val size: Int get() = this@asXYPointSet.shape[0] override val x: Buffer get() = NDStructureColumn(this@asXYPointSet, 0) override val y: Buffer get() = NDStructureColumn(this@asXYPointSet, 1) diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt index 9f57bc4c1..04234205f 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt @@ -1,6 +1,6 @@ package space.kscience.kmath.operations -import space.kscience.kmath.expressions.Symbol +import space.kscience.kmath.misc.Symbol /** * Stub for DSL the [Algebra] is. diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/bufferOperation.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/bufferOperation.kt index 4355ba17f..5f8bbe21f 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/bufferOperation.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/bufferOperation.kt @@ -70,6 +70,15 @@ public inline fun Buffer.mapIndexed( crossinline block: (index: Int, value: T) -> R, ): Buffer = bufferFactory(size) { block(it, get(it)) } +/** + * Fold given buffer according to [operation] + */ +public inline fun Buffer.fold(initial: R, operation: (acc: R, T) -> R): R { + var accumulator = initial + for (index in this.indices) accumulator = operation(accumulator, get(index)) + return accumulator +} + /** * Zip two buffers using given [transform]. */ diff --git a/kmath-core/src/commonTest/kotlin/space/kscience/kmath/expressions/ExpressionFieldTest.kt b/kmath-core/src/commonTest/kotlin/space/kscience/kmath/expressions/ExpressionFieldTest.kt index b1be0c392..61b1d03f0 100644 --- a/kmath-core/src/commonTest/kotlin/space/kscience/kmath/expressions/ExpressionFieldTest.kt +++ b/kmath-core/src/commonTest/kotlin/space/kscience/kmath/expressions/ExpressionFieldTest.kt @@ -1,5 +1,6 @@ package space.kscience.kmath.expressions +import space.kscience.kmath.misc.symbol import space.kscience.kmath.operations.DoubleField import space.kscience.kmath.operations.invoke import kotlin.test.Test diff --git a/kmath-core/src/commonTest/kotlin/space/kscience/kmath/expressions/SimpleAutoDiffTest.kt b/kmath-core/src/commonTest/kotlin/space/kscience/kmath/expressions/SimpleAutoDiffTest.kt index ca7aca905..666db13d8 100644 --- a/kmath-core/src/commonTest/kotlin/space/kscience/kmath/expressions/SimpleAutoDiffTest.kt +++ b/kmath-core/src/commonTest/kotlin/space/kscience/kmath/expressions/SimpleAutoDiffTest.kt @@ -1,5 +1,7 @@ package space.kscience.kmath.expressions +import space.kscience.kmath.misc.Symbol +import space.kscience.kmath.misc.symbol import space.kscience.kmath.operations.DoubleField import space.kscience.kmath.structures.Buffer import space.kscience.kmath.structures.asBuffer diff --git a/kmath-for-real/src/commonMain/kotlin/space/kscience/kmath/real/RealVector.kt b/kmath-for-real/src/commonMain/kotlin/space/kscience/kmath/real/RealVector.kt index 433e3c756..6b059ef56 100644 --- a/kmath-for-real/src/commonMain/kotlin/space/kscience/kmath/real/RealVector.kt +++ b/kmath-for-real/src/commonMain/kotlin/space/kscience/kmath/real/RealVector.kt @@ -6,17 +6,13 @@ import space.kscience.kmath.operations.Norm import space.kscience.kmath.structures.Buffer import space.kscience.kmath.structures.MutableBuffer.Companion.double import space.kscience.kmath.structures.asBuffer -import space.kscience.kmath.structures.asIterable +import space.kscience.kmath.structures.fold import space.kscience.kmath.structures.indices import kotlin.math.pow import kotlin.math.sqrt public typealias DoubleVector = Point -public object VectorL2Norm : Norm, Double> { - override fun norm(arg: Point): Double = sqrt(arg.asIterable().sumByDouble(Number::toDouble)) -} - @Suppress("FunctionName") public fun DoubleVector(vararg doubles: Double): DoubleVector = doubles.asBuffer() @@ -102,4 +98,10 @@ public fun DoubleVector.sum(): Double { res += get(i) } return res -} \ No newline at end of file +} + +public object VectorL2Norm : Norm { + override fun norm(arg: DoubleVector): Double = sqrt(arg.fold(0.0) { acc: Double, d: Double -> acc + d.pow(2) }) +} + +public val DoubleVector.norm: Double get() = VectorL2Norm.norm(this) \ No newline at end of file diff --git a/kmath-for-real/src/commonMain/kotlin/space/kscience/kmath/real/grids.kt b/kmath-for-real/src/commonMain/kotlin/space/kscience/kmath/real/grids.kt index 446a3d9cb..7f02c7db3 100644 --- a/kmath-for-real/src/commonMain/kotlin/space/kscience/kmath/real/grids.kt +++ b/kmath-for-real/src/commonMain/kotlin/space/kscience/kmath/real/grids.kt @@ -11,7 +11,6 @@ public val ClosedFloatingPointRange.length: Double get() = endInclusive * Create a Buffer-based grid with equally distributed [numberOfPoints] points. The range could be increasing or decreasing. * If range has a zero size, then the buffer consisting of [numberOfPoints] equal values is returned. */ -@UnstableKMathAPI public fun Buffer.Companion.fromRange(range: ClosedFloatingPointRange, numberOfPoints: Int): DoubleBuffer { require(numberOfPoints >= 2) { "Number of points in grid must be more than 1" } val normalizedRange = when { @@ -20,23 +19,22 @@ public fun Buffer.Companion.fromRange(range: ClosedFloatingPointRange, n else -> return DoubleBuffer(numberOfPoints) { range.start } } val step = normalizedRange.length / (numberOfPoints - 1) - return DoubleBuffer(numberOfPoints) { normalizedRange.start + step * it / (numberOfPoints - 1) } + return DoubleBuffer(numberOfPoints) { normalizedRange.start + step * it } } /** * Create a Buffer-based grid with equally distributed points with a fixed [step]. The range could be increasing or decreasing. * If the step is larger than the range size, single point is returned. */ -@UnstableKMathAPI -public fun Buffer.Companion.fromRange(range: ClosedFloatingPointRange, step: Double): DoubleBuffer { +public fun Buffer.Companion.withFixedStep(range: ClosedFloatingPointRange, step: Double): DoubleBuffer { require(step > 0) { "The grid step must be positive" } val normalizedRange = when { range.endInclusive > range.start -> range range.endInclusive < range.start -> range.endInclusive..range.start else -> return DoubleBuffer(range.start) } - val numberOfPoints = floor(normalizedRange.length / step).toInt() - return DoubleBuffer(numberOfPoints) { normalizedRange.start + step * it / (numberOfPoints - 1) } + val numberOfPoints = floor(normalizedRange.length / step).toInt() + 1 + return DoubleBuffer(numberOfPoints) { normalizedRange.start + step * it } } /** @@ -48,4 +46,4 @@ public fun Buffer.Companion.fromRange(range: ClosedFloatingPointRange, s * If step is negative, the same goes from upper boundary downwards */ @UnstableKMathAPI -public infix fun ClosedFloatingPointRange.step(step: Double): DoubleBuffer = Buffer.fromRange(this, step) \ No newline at end of file +public infix fun ClosedFloatingPointRange.step(step: Double): DoubleBuffer = Buffer.withFixedStep(this, step) \ No newline at end of file diff --git a/kmath-for-real/src/commonTest/kotlin/kaceince/kmath/real/GridTest.kt b/kmath-for-real/src/commonTest/kotlin/kaceince/kmath/real/GridTest.kt index 5a644c8f9..91ee517ab 100644 --- a/kmath-for-real/src/commonTest/kotlin/kaceince/kmath/real/GridTest.kt +++ b/kmath-for-real/src/commonTest/kotlin/kaceince/kmath/real/GridTest.kt @@ -1,13 +1,18 @@ package kaceince.kmath.real +import space.kscience.kmath.real.DoubleVector +import space.kscience.kmath.real.minus +import space.kscience.kmath.real.norm import space.kscience.kmath.real.step import kotlin.test.Test import kotlin.test.assertEquals +import kotlin.test.assertTrue class GridTest { @Test fun testStepGrid() { val grid = 0.0..1.0 step 0.2 assertEquals(6, grid.size) + assertTrue { (grid - DoubleVector(0.0, 0.2, 0.4, 0.6, 0.8, 1.0)).norm < 1e-4 } } } \ No newline at end of file diff --git a/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/Interpolator.kt b/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/Interpolator.kt index fa978a9bc..864431d7a 100644 --- a/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/Interpolator.kt +++ b/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/Interpolator.kt @@ -1,27 +1,32 @@ +@file:OptIn(UnstableKMathAPI::class) package space.kscience.kmath.interpolation import space.kscience.kmath.functions.PiecewisePolynomial import space.kscience.kmath.functions.value +import space.kscience.kmath.misc.BufferXYPointSet +import space.kscience.kmath.misc.UnstableKMathAPI +import space.kscience.kmath.misc.XYPointSet import space.kscience.kmath.operations.Ring import space.kscience.kmath.structures.Buffer import space.kscience.kmath.structures.asBuffer -public fun interface Interpolator { - public fun interpolate(points: XYPointSet): (X) -> Y +public fun interface Interpolator { + public fun interpolate(points: XYPointSet): (X) -> Y } -public interface PolynomialInterpolator> : Interpolator { +public interface PolynomialInterpolator> : Interpolator { public val algebra: Ring public fun getDefaultValue(): T = error("Out of bounds") - public fun interpolatePolynomials(points: XYPointSet): PiecewisePolynomial + public fun interpolatePolynomials(points: XYPointSet): PiecewisePolynomial - override fun interpolate(points: XYPointSet): (T) -> T = { x -> + override fun interpolate(points: XYPointSet): (T) -> T = { x -> interpolatePolynomials(points).value(algebra, x) ?: getDefaultValue() } } + public fun > PolynomialInterpolator.interpolatePolynomials( x: Buffer, y: Buffer, diff --git a/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/LinearInterpolator.kt b/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/LinearInterpolator.kt index c939384e3..89a242ece 100644 --- a/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/LinearInterpolator.kt +++ b/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/LinearInterpolator.kt @@ -3,14 +3,23 @@ package space.kscience.kmath.interpolation import space.kscience.kmath.functions.OrderedPiecewisePolynomial import space.kscience.kmath.functions.PiecewisePolynomial import space.kscience.kmath.functions.Polynomial +import space.kscience.kmath.misc.UnstableKMathAPI +import space.kscience.kmath.misc.XYPointSet import space.kscience.kmath.operations.Field import space.kscience.kmath.operations.invoke +@OptIn(UnstableKMathAPI::class) +internal fun > insureSorted(points: XYPointSet<*, T, *>) { + for (i in 0 until points.size - 1) + require(points.x[i + 1] > points.x[i]) { "Input data is not sorted at index $i" } +} + /** * Reference JVM implementation: https://github.com/apache/commons-math/blob/master/src/main/java/org/apache/commons/math4/analysis/interpolation/LinearInterpolator.java */ public class LinearInterpolator>(public override val algebra: Field) : PolynomialInterpolator { - public override fun interpolatePolynomials(points: XYPointSet): PiecewisePolynomial = algebra { + @OptIn(UnstableKMathAPI::class) + public override fun interpolatePolynomials(points: XYPointSet): PiecewisePolynomial = algebra { require(points.size > 0) { "Point array should not be empty" } insureSorted(points) diff --git a/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/SplineInterpolator.kt b/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/SplineInterpolator.kt index ddbe743f0..8b6db8cf9 100644 --- a/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/SplineInterpolator.kt +++ b/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/SplineInterpolator.kt @@ -3,6 +3,8 @@ package space.kscience.kmath.interpolation import space.kscience.kmath.functions.OrderedPiecewisePolynomial import space.kscience.kmath.functions.PiecewisePolynomial import space.kscience.kmath.functions.Polynomial +import space.kscience.kmath.misc.UnstableKMathAPI +import space.kscience.kmath.misc.XYPointSet import space.kscience.kmath.operations.Field import space.kscience.kmath.operations.invoke import space.kscience.kmath.structures.MutableBufferFactory @@ -17,7 +19,8 @@ public class SplineInterpolator>( ) : PolynomialInterpolator { //TODO possibly optimize zeroed buffers - public override fun interpolatePolynomials(points: XYPointSet): PiecewisePolynomial = algebra { + @OptIn(UnstableKMathAPI::class) + public override fun interpolatePolynomials(points: XYPointSet): PiecewisePolynomial = algebra { require(points.size >= 3) { "Can't use spline interpolator with less than 3 points" } insureSorted(points) // Number of intervals. The number of data points is n + 1. diff --git a/kmath-kotlingrad/src/main/kotlin/space/kscience/kmath/kotlingrad/DifferentiableMstExpression.kt b/kmath-kotlingrad/src/main/kotlin/space/kscience/kmath/kotlingrad/DifferentiableMstExpression.kt index 39a7248b4..fe27b7e4d 100644 --- a/kmath-kotlingrad/src/main/kotlin/space/kscience/kmath/kotlingrad/DifferentiableMstExpression.kt +++ b/kmath-kotlingrad/src/main/kotlin/space/kscience/kmath/kotlingrad/DifferentiableMstExpression.kt @@ -5,7 +5,7 @@ import space.kscience.kmath.ast.MST import space.kscience.kmath.ast.MstAlgebra import space.kscience.kmath.ast.MstExpression import space.kscience.kmath.expressions.DifferentiableExpression -import space.kscience.kmath.expressions.Symbol +import space.kscience.kmath.misc.Symbol import space.kscience.kmath.operations.NumericAlgebra /** diff --git a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/optimization/DataFit.kt b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/optimization/DataFit.kt index e9a5dea86..70dd8417c 100644 --- a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/optimization/DataFit.kt +++ b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/optimization/DataFit.kt @@ -1,8 +1,8 @@ package space.kscience.kmath.optimization import space.kscience.kmath.expressions.DifferentiableExpression -import space.kscience.kmath.expressions.StringSymbol -import space.kscience.kmath.expressions.Symbol +import space.kscience.kmath.misc.StringSymbol +import space.kscience.kmath.misc.Symbol import space.kscience.kmath.structures.Buffer public interface DataFit : Optimization { diff --git a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/optimization/FunctionOptimization.kt b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/optimization/FunctionOptimization.kt index bf37f5c64..02aa9e9bb 100644 --- a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/optimization/FunctionOptimization.kt +++ b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/optimization/FunctionOptimization.kt @@ -1,6 +1,11 @@ package space.kscience.kmath.optimization -import space.kscience.kmath.expressions.* +import space.kscience.kmath.expressions.AutoDiffProcessor +import space.kscience.kmath.expressions.DifferentiableExpression +import space.kscience.kmath.expressions.Expression +import space.kscience.kmath.expressions.ExpressionAlgebra +import space.kscience.kmath.misc.StringSymbol +import space.kscience.kmath.misc.Symbol import space.kscience.kmath.operations.ExtendedField import space.kscience.kmath.structures.Buffer import space.kscience.kmath.structures.indices diff --git a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/optimization/Optimization.kt b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/optimization/Optimization.kt index 370274b41..0b13e07ba 100644 --- a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/optimization/Optimization.kt +++ b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/optimization/Optimization.kt @@ -1,6 +1,6 @@ package space.kscience.kmath.optimization -import space.kscience.kmath.expressions.Symbol +import space.kscience.kmath.misc.Symbol public interface OptimizationFeature