diff --git a/.gitignore b/.gitignore index 7713a9f96..96a556ae1 100644 --- a/.gitignore +++ b/.gitignore @@ -4,6 +4,7 @@ out/ .idea/ .vscode/ +.fleet/ # Avoid ignoring Gradle wrapper jar file (.jar files are usually ignored) diff --git a/.space.kts b/.space.kts index c9500e967..ce52a2f5c 100644 --- a/.space.kts +++ b/.space.kts @@ -1,3 +1,48 @@ +import kotlin.io.path.readText + +val projectName = "kmath" + job("Build") { - gradlew("openjdk:11", "build") + //Perform only jvm tests + gradlew("spc.registry.jetbrains.space/p/sci/containers/kotlin-ci:1.0.3", "test", "jvmTest") +} + +job("Publish") { + startOn { + gitPush { enabled = false } + } + container("spc.registry.jetbrains.space/p/sci/containers/kotlin-ci:1.0.3") { + env["SPACE_USER"] = "{{ project:space_user }}" + env["SPACE_TOKEN"] = "{{ project:space_token }}" + kotlinScript { api -> + + val spaceUser = System.getenv("SPACE_USER") + val spaceToken = System.getenv("SPACE_TOKEN") + + // write the version to the build directory + api.gradlew("version") + + //read the version from build file + val version = java.nio.file.Path.of("build/project-version.txt").readText() + + val revisionSuffix = if (version.endsWith("SNAPSHOT")) { + "-" + api.gitRevision().take(7) + } else { + "" + } + + api.space().projects.automation.deployments.start( + project = api.projectIdentifier(), + targetIdentifier = TargetIdentifier.Key(projectName), + version = version+revisionSuffix, + // automatically update deployment status based on the status of a job + syncWithAutomationJob = true + ) + api.gradlew( + "publishAllPublicationsToSpaceRepository", + "-Ppublishing.space.user=\"$spaceUser\"", + "-Ppublishing.space.token=\"$spaceToken\"", + ) + } + } } \ No newline at end of file diff --git a/CHANGELOG.md b/CHANGELOG.md index 3ce57d5ca..4e1d9f530 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -15,7 +15,7 @@ ### Security -## 0.3.1-dev-RC - 2023-04-09 +## 0.3.1 - 2023-04-09 ### Added - Wasm support for `memory`, `core`, `complex` and `functions` modules. diff --git a/README.md b/README.md index dbd670264..7c1f759c1 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ [![DOI](https://zenodo.org/badge/129486382.svg)](https://zenodo.org/badge/latestdoi/129486382) ![Gradle build](https://github.com/SciProgCentre/kmath/workflows/Gradle%20build/badge.svg) [![Maven Central](https://img.shields.io/maven-central/v/space.kscience/kmath-core.svg?label=Maven%20Central)](https://search.maven.org/search?q=g:%22space.kscience%22) -[![Space](https://img.shields.io/badge/dynamic/xml?color=orange&label=Space&query=//metadata/versioning/latest&url=https%3A%2F%2Fmaven.pkg.jetbrains.space%2Fmipt-npm%2Fp%2Fsci%2Fmaven%2Fspace%2Fkscience%2Fkmath-core%2Fmaven-metadata.xml)](https://maven.pkg.jetbrains.space/mipt-npm/p/sci/maven/space/kscience/) +[![Space](https://img.shields.io/badge/dynamic/xml?color=orange&label=Space&query=//metadata/versioning/latest&url=https%3A%2F%2Fmaven.pkg.jetbrains.space%2Fmipt-npm%2Fp%2Fsci%2Fmaven%2Fspace%2Fkscience%2Fkmath-core%2Fmaven-metadata.xml)](https://maven.pkg.jetbrains.space/spc/p/sci/maven/space/kscience/) # KMath @@ -297,5 +297,4 @@ Gradle `6.0+` is required for multiplatform artifacts. The project requires a lot of additional work. The most important thing we need is a feedback about what features are required the most. Feel free to create feature requests. We are also welcome to code contributions, especially in issues -marked with -[waiting for a hero](https://github.com/mipt-npm/kmath/labels/waiting%20for%20a%20hero) label. \ No newline at end of file +marked with [waiting for a hero](https://github.com/SciProgCentre/kmath/labels/waiting%20for%20a%20hero) label. \ No newline at end of file diff --git a/benchmarks/build.gradle.kts b/benchmarks/build.gradle.kts index 3a985cbb4..24471a9e4 100644 --- a/benchmarks/build.gradle.kts +++ b/benchmarks/build.gradle.kts @@ -29,6 +29,9 @@ kotlin { all { languageSettings { progressiveMode = true + optIn("kotlin.contracts.ExperimentalContracts") + optIn("kotlin.ExperimentalUnsignedTypes") + optIn("space.kscience.kmath.UnstableKMathAPI") } } @@ -153,7 +156,7 @@ kotlin.sourceSets.all { with(languageSettings) { optIn("kotlin.contracts.ExperimentalContracts") optIn("kotlin.ExperimentalUnsignedTypes") - optIn("space.kscience.kmath.misc.UnstableKMathAPI") + optIn("space.kscience.kmath.UnstableKMathAPI") } } diff --git a/build.gradle.kts b/build.gradle.kts index e061d007c..043420577 100644 --- a/build.gradle.kts +++ b/build.gradle.kts @@ -15,7 +15,7 @@ allprojects { } group = "space.kscience" - version = "0.3.2-dev-" + version = "0.3.2-dev-1" } subprojects { @@ -66,10 +66,10 @@ ksciencePublish { } github("kmath", "SciProgCentre") space( - if (findProperty("production") == "true" || !isInDevelopment) { - "https://maven.pkg.jetbrains.space/spc/p/sci/maven" - } else { + if (isInDevelopment) { "https://maven.pkg.jetbrains.space/spc/p/sci/dev" + } else { + "https://maven.pkg.jetbrains.space/spc/p/sci/maven" } ) sonatype() diff --git a/buildSrc/settings.gradle.kts b/buildSrc/settings.gradle.kts index 02111ba37..e6b69b0b3 100644 --- a/buildSrc/settings.gradle.kts +++ b/buildSrc/settings.gradle.kts @@ -2,6 +2,7 @@ * Copyright 2018-2021 KMath contributors. * Use of this source code is governed by the Apache 2.0 license that can be found in the license/LICENSE.txt file. */ +rootProject.name = "kmath" enableFeaturePreview("TYPESAFE_PROJECT_ACCESSORS") diff --git a/buildSrc/src/main/kotlin/space/kscience/kmath/benchmarks/addBenchmarkProperties.kt b/buildSrc/src/main/kotlin/space/kscience/kmath/benchmarks/addBenchmarkProperties.kt index 61193790b..a3a475885 100644 --- a/buildSrc/src/main/kotlin/space/kscience/kmath/benchmarks/addBenchmarkProperties.kt +++ b/buildSrc/src/main/kotlin/space/kscience/kmath/benchmarks/addBenchmarkProperties.kt @@ -5,9 +5,9 @@ package space.kscience.kmath.benchmarks -import kotlinx.benchmark.gradle.BenchmarksExtension import com.fasterxml.jackson.module.kotlin.jacksonObjectMapper import com.fasterxml.jackson.module.kotlin.readValue +import kotlinx.benchmark.gradle.BenchmarksExtension import org.gradle.api.Project import space.kscience.gradle.KScienceReadmeExtension import java.time.LocalDateTime @@ -16,6 +16,7 @@ import java.time.format.DateTimeFormatter import java.time.format.DateTimeFormatterBuilder import java.time.format.SignStyle import java.time.temporal.ChronoField.* +import java.util.* private val ISO_DATE_TIME: DateTimeFormatter = DateTimeFormatterBuilder().run { parseCaseInsensitive() @@ -52,7 +53,7 @@ fun Project.addBenchmarkProperties() { rootProject.subprojects.forEach { p -> p.extensions.findByType(KScienceReadmeExtension::class.java)?.run { benchmarksProject.extensions.findByType(BenchmarksExtension::class.java)?.configurations?.forEach { cfg -> - property("benchmark${cfg.name.capitalize()}") { + property("benchmark${cfg.name.replaceFirstChar { if (it.isLowerCase()) it.titlecase(Locale.getDefault()) else it.toString() }}") { val launches = benchmarksProject.buildDir.resolve("reports/benchmarks/${cfg.name}") val resDirectory = launches.listFiles()?.maxByOrNull { diff --git a/examples/build.gradle.kts b/examples/build.gradle.kts index 4047dfc5e..c0db25dca 100644 --- a/examples/build.gradle.kts +++ b/examples/build.gradle.kts @@ -58,10 +58,10 @@ dependencies { kotlin { jvmToolchain(11) sourceSets.all { - with(languageSettings) { + languageSettings { optIn("kotlin.contracts.ExperimentalContracts") optIn("kotlin.ExperimentalUnsignedTypes") - optIn("space.kscience.kmath.misc.UnstableKMathAPI") + optIn("space.kscience.kmath.UnstableKMathAPI") } } } diff --git a/examples/src/main/kotlin/space/kscience/kmath/expressions/autodiff.kt b/examples/src/main/kotlin/space/kscience/kmath/expressions/autodiff.kt new file mode 100644 index 000000000..863d6be7a --- /dev/null +++ b/examples/src/main/kotlin/space/kscience/kmath/expressions/autodiff.kt @@ -0,0 +1,91 @@ +/* + * Copyright 2018-2023 KMath contributors. + * Use of this source code is governed by the Apache 2.0 license that can be found in the license/LICENSE.txt file. + */ + +package space.kscience.kmath.expressions + +import space.kscience.kmath.UnstableKMathAPI +// Only kmath-core is needed. + +// Let's declare some variables +val x by symbol +val y by symbol +val z by symbol + +@OptIn(UnstableKMathAPI::class) +fun main() { + // Let's define some random expression. + val someExpression = Double.autodiff.differentiate { + // We bind variables `x` and `y` to the builder scope, + val x = bindSymbol(x) + val y = bindSymbol(y) + + // Then we use the bindings to define expression `xy + x + y - 1` + x * y + x + y - 1 + } + + // Then we can evaluate it at any point ((-1, -1) in the case): + println(someExpression(x to -1.0, y to -1.0)) + // >>> -2.0 + + // We can also construct its partial derivatives: + val dxExpression = someExpression.derivative(x) // ∂/∂x. Must be `y+1` + val dyExpression = someExpression.derivative(y) // ∂/∂y. Must be `x+1` + val dxdxExpression = someExpression.derivative(x, x) // ∂^2/∂x^2. Must be `0` + + // We can evaluate them as well + println(dxExpression(x to 57.0, y to 6.0)) + // >>> 7.0 + println(dyExpression(x to -1.0, y to 179.0)) + // >>> 0.0 + println(dxdxExpression(x to 239.0, y to 30.0)) + // >>> 0.0 + + // You can also provide extra arguments that obviously won't affect the result: + println(dxExpression(x to 57.0, y to 6.0, z to 42.0)) + // >>> 7.0 + println(dyExpression(x to -1.0, y to 179.0, z to 0.0)) + // >>> 0.0 + println(dxdxExpression(x to 239.0, y to 30.0, z to 100_000.0)) + // >>> 0.0 + + // But in case you forgot to specify bound symbol's value, exception is thrown: + println( runCatching { someExpression(z to 4.0) } ) + // >>> Failure(java.lang.IllegalStateException: Symbol 'x' is not supported in ...) + + // The reason is that the expression is evaluated lazily, + // and each `bindSymbol` operation actually substitutes the provided symbol with the corresponding value. + + // For example, let there be an expression + val simpleExpression = Double.autodiff.differentiate { + val x = bindSymbol(x) + x pow 2 + } + // When you evaluate it via + simpleExpression(x to 1.0, y to 57.0, z to 179.0) + // lambda above has the context of map `{x: 1.0, y: 57.0, z: 179.0}`. + // When x is bound, you can think of it as substitution `x -> 1.0`. + // Other values are unused which does not make any problem to us. + // But in the case the corresponding value is not provided, + // we cannot bind the variable. Thus, exception is thrown. + + // There is also a function `bindSymbolOrNull` that fixes the problem: + val fixedExpression = Double.autodiff.differentiate { + val x = bindSymbolOrNull(x) ?: const(8.0) + x pow -2 + } + println(fixedExpression()) + // >>> 0.015625 + // It works! + + // The expression provides a bunch of operations: + // 1. Constant bindings (via `const` and `number`). + // 2. Variable bindings (via `bindVariable`, `bindVariableOrNull`). + // 3. Arithmetic operations (via `+`, `-`, `*`, and `-`). + // 4. Exponentiation (via `pow` or `power`). + // 5. `exp` and `ln`. + // 6. Trigonometrical functions (`sin`, `cos`, `tan`, `cot`). + // 7. Inverse trigonometrical functions (`asin`, `acos`, `atan`, `acot`). + // 8. Hyperbolic functions and inverse hyperbolic functions. +} diff --git a/gradle.properties b/gradle.properties index e33106c0c..fee75d428 100644 --- a/gradle.properties +++ b/gradle.properties @@ -9,7 +9,7 @@ kotlin.native.ignoreDisabledTargets=true org.gradle.configureondemand=true org.gradle.jvmargs=-Xmx4096m -toolsVersion=0.14.6-kotlin-1.8.20 +toolsVersion=0.14.8-kotlin-1.8.20 org.gradle.parallel=true diff --git a/gradle/wrapper/gradle-wrapper.properties b/gradle/wrapper/gradle-wrapper.properties index 59bc51a20..fae08049a 100644 --- a/gradle/wrapper/gradle-wrapper.properties +++ b/gradle/wrapper/gradle-wrapper.properties @@ -1,5 +1,5 @@ distributionBase=GRADLE_USER_HOME distributionPath=wrapper/dists -distributionUrl=https\://services.gradle.org/distributions/gradle-8.1-bin.zip +distributionUrl=https\://services.gradle.org/distributions/gradle-8.1.1-bin.zip zipStoreBase=GRADLE_USER_HOME zipStorePath=wrapper/dists diff --git a/kmath-ast/src/jsTest/kotlin/space/kscience/kmath/ast/utils.kt b/kmath-ast/src/jsTest/kotlin/space/kscience/kmath/ast/utils.kt index f48f74ccd..519d8af02 100644 --- a/kmath-ast/src/jsTest/kotlin/space/kscience/kmath/ast/utils.kt +++ b/kmath-ast/src/jsTest/kotlin/space/kscience/kmath/ast/utils.kt @@ -3,6 +3,8 @@ * Use of this source code is governed by the Apache 2.0 license that can be found in the license/LICENSE.txt file. */ +@file:OptIn(UnstableKMathAPI::class) + package space.kscience.kmath.ast import space.kscience.kmath.UnstableKMathAPI diff --git a/kmath-ast/src/jvmTest/kotlin/space/kscience/kmath/ast/utils.kt b/kmath-ast/src/jvmTest/kotlin/space/kscience/kmath/ast/utils.kt index 9f0fb33ab..be890273d 100644 --- a/kmath-ast/src/jvmTest/kotlin/space/kscience/kmath/ast/utils.kt +++ b/kmath-ast/src/jvmTest/kotlin/space/kscience/kmath/ast/utils.kt @@ -5,6 +5,7 @@ package space.kscience.kmath.ast +import space.kscience.kmath.UnstableKMathAPI import space.kscience.kmath.expressions.Expression import space.kscience.kmath.expressions.MST import space.kscience.kmath.expressions.Symbol @@ -30,6 +31,7 @@ private object GenericAsmCompilerTestContext : CompilerTestContext { asmCompile(algebra as Algebra, arguments) } +@OptIn(UnstableKMathAPI::class) private object PrimitiveAsmCompilerTestContext : CompilerTestContext { override fun MST.compileToExpression(algebra: IntRing): Expression = asmCompileToExpression(algebra) override fun MST.compile(algebra: IntRing, arguments: Map): Int = asmCompile(algebra, arguments) diff --git a/kmath-complex/build.gradle.kts b/kmath-complex/build.gradle.kts index 0611e9aae..2f8c320cf 100644 --- a/kmath-complex/build.gradle.kts +++ b/kmath-complex/build.gradle.kts @@ -7,23 +7,7 @@ kscience { js() native() - wasm{ - browser { - testTask { - useKarma { - this.webpackConfig.experiments.add("topLevelAwait") - useChromeHeadless() - useConfigDirectory(project.projectDir.resolve("karma.config.d").resolve("wasm")) - } - } - } - } - - wasmTest{ - dependencies { - implementation(kotlin("test")) - } - } + wasm() dependencies { api(projects.kmathCore) diff --git a/kmath-core/api/kmath-core.api b/kmath-core/api/kmath-core.api index 737d33f1c..42d8277bd 100644 --- a/kmath-core/api/kmath-core.api +++ b/kmath-core/api/kmath-core.api @@ -1,12 +1,10 @@ public final class space/kscience/kmath/data/ColumnarDataKt { - public static final fun getIndices (Lspace/kscience/kmath/data/ColumnarData;)Lkotlin/ranges/IntRange; } public final class space/kscience/kmath/data/XYColumnarData$Companion { } public final class space/kscience/kmath/data/XYColumnarDataKt { - public static synthetic fun asXYData$default (Lspace/kscience/kmath/nd/Structure2D;IIILjava/lang/Object;)Lspace/kscience/kmath/data/XYColumnarData; } public final class space/kscience/kmath/data/XYErrorColumnarData$Companion { @@ -19,7 +17,6 @@ public abstract interface class space/kscience/kmath/domains/Domain { } public final class space/kscience/kmath/domains/Domain1DKt { - public static final fun getCenter (Lspace/kscience/kmath/domains/Domain1D;)D } public abstract interface class space/kscience/kmath/expressions/AutoDiffProcessor { @@ -31,6 +28,19 @@ public class space/kscience/kmath/expressions/AutoDiffValue { public final fun getValue ()Ljava/lang/Object; } +public final class space/kscience/kmath/expressions/DSAlgebraKt { +} + +public final class space/kscience/kmath/expressions/DSCompiler { + public final fun getAlgebra ()Lspace/kscience/kmath/operations/Algebra; + public final fun getFreeParameters ()I + public final fun getOrder ()I + public final fun getPartialDerivativeIndex ([I)I + public final fun getPartialDerivativeOrders (I)[I + public final fun getSize ()I + public final fun getSizes ()[[I +} + 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; @@ -39,6 +49,12 @@ public final class space/kscience/kmath/expressions/DerivationResult { public final fun getValue ()Ljava/lang/Object; } +public final class space/kscience/kmath/expressions/DiffExpressionWithDefault : space/kscience/kmath/expressions/DifferentiableExpression { + public fun (Lspace/kscience/kmath/expressions/DifferentiableExpression;Ljava/util/Map;)V + public fun derivativeOrNull (Ljava/util/List;)Lspace/kscience/kmath/expressions/Expression; + public fun invoke (Ljava/util/Map;)Ljava/lang/Object; +} + public abstract interface class space/kscience/kmath/expressions/DifferentiableExpression : space/kscience/kmath/expressions/Expression { public abstract fun derivativeOrNull (Ljava/util/List;)Lspace/kscience/kmath/expressions/Expression; } @@ -52,6 +68,9 @@ public final class space/kscience/kmath/expressions/DifferentiableExpressionKt { public static final fun derivative (Lspace/kscience/kmath/expressions/SpecialDifferentiableExpression;[Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/expressions/Expression; } +public final class space/kscience/kmath/expressions/DoubleExpression$Companion { +} + public abstract interface class space/kscience/kmath/expressions/Expression { public abstract fun invoke (Ljava/util/Map;)Ljava/lang/Object; } @@ -67,6 +86,16 @@ public final class space/kscience/kmath/expressions/ExpressionKt { public static final fun invoke (Lspace/kscience/kmath/expressions/Expression;)Ljava/lang/Object; } +public final class space/kscience/kmath/expressions/ExpressionWithDefault : space/kscience/kmath/expressions/Expression { + public fun (Lspace/kscience/kmath/expressions/Expression;Ljava/util/Map;)V + public fun invoke (Ljava/util/Map;)Ljava/lang/Object; +} + +public final class space/kscience/kmath/expressions/ExpressionWithDefaultKt { + public static final fun withDefaultArgs (Lspace/kscience/kmath/expressions/DifferentiableExpression;Ljava/util/Map;)Lspace/kscience/kmath/expressions/DiffExpressionWithDefault; + public static final fun withDefaultArgs (Lspace/kscience/kmath/expressions/Expression;Ljava/util/Map;)Lspace/kscience/kmath/expressions/ExpressionWithDefault; +} + public abstract class space/kscience/kmath/expressions/FirstDerivativeExpression : space/kscience/kmath/expressions/DifferentiableExpression { public fun ()V public final fun derivativeOrNull (Ljava/util/List;)Lspace/kscience/kmath/expressions/Expression; @@ -160,6 +189,12 @@ public class space/kscience/kmath/expressions/FunctionalExpressionRing : space/k public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; } +public final class space/kscience/kmath/expressions/IntExpression$Companion { +} + +public final class space/kscience/kmath/expressions/LongExpression$Companion { +} + public abstract interface class space/kscience/kmath/expressions/MST { } @@ -356,6 +391,35 @@ public final class space/kscience/kmath/expressions/MstRing : space/kscience/kma public fun unaryPlus (Lspace/kscience/kmath/expressions/MST;)Lspace/kscience/kmath/expressions/MST$Unary; } +public final class space/kscience/kmath/expressions/NamedMatrix : space/kscience/kmath/nd/Structure2D { + public static final field Companion Lspace/kscience/kmath/expressions/NamedMatrix$Companion; + public fun (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/expressions/SymbolIndexer;)V + public fun elements ()Lkotlin/sequences/Sequence; + public fun get (II)Ljava/lang/Object; + public final fun get (Lspace/kscience/kmath/expressions/Symbol;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object; + public fun get ([I)Ljava/lang/Object; + public fun getColNum ()I + public fun getColumns ()Ljava/util/List; + public fun getDimension ()I + public synthetic fun getFeature (Lkotlin/reflect/KClass;)Ljava/lang/Object; + public fun getFeature (Lkotlin/reflect/KClass;)Lspace/kscience/kmath/nd/StructureFeature; + public final fun getIndexer ()Lspace/kscience/kmath/expressions/SymbolIndexer; + public fun getIndices ()Lspace/kscience/kmath/nd/ShapeIndexer; + public fun getRowNum ()I + public fun getRows ()Ljava/util/List; + public fun getShape-IIYLAfE ()[I + public final fun getValues ()Lspace/kscience/kmath/nd/Structure2D; +} + +public final class space/kscience/kmath/expressions/NamedMatrix$Companion { + public final fun toStringWithSymbols (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/expressions/SymbolIndexer;)Ljava/lang/String; +} + +public final class space/kscience/kmath/expressions/NamedMatrixKt { + public static final fun named (Lspace/kscience/kmath/nd/Structure2D;Ljava/util/List;)Lspace/kscience/kmath/expressions/NamedMatrix; + public static final fun named (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/expressions/SymbolIndexer;)Lspace/kscience/kmath/expressions/NamedMatrix; +} + 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; @@ -465,11 +529,6 @@ public abstract interface class space/kscience/kmath/expressions/SpecialDifferen public abstract fun derivativeOrNull (Ljava/util/List;)Lspace/kscience/kmath/expressions/Expression; } -public final class space/kscience/kmath/expressions/SpecialExpressionsKt { - public static final fun chiSquaredExpression (Lspace/kscience/kmath/expressions/AutoDiffProcessor;Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/expressions/DifferentiableExpression; - public static final fun genericChiSquaredExpression (Lspace/kscience/kmath/expressions/AutoDiffProcessor;Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/expressions/DifferentiableExpression; -} - public abstract interface class space/kscience/kmath/expressions/Symbol : space/kscience/kmath/expressions/MST { public static final field Companion Lspace/kscience/kmath/expressions/Symbol$Companion; public abstract fun getIdentity ()Ljava/lang/String; @@ -510,7 +569,7 @@ public final class space/kscience/kmath/linear/BufferedLinearSpace : space/kscie } public final class space/kscience/kmath/linear/BufferedLinearSpaceKt { - public static final fun linearSpace (Lspace/kscience/kmath/operations/Ring;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/linear/BufferedLinearSpace; + public static final fun getLinearSpace (Lspace/kscience/kmath/operations/Ring;)Lspace/kscience/kmath/linear/BufferedLinearSpace; } public abstract interface class space/kscience/kmath/linear/CholeskyDecompositionFeature : space/kscience/kmath/linear/MatrixFeature { @@ -597,9 +656,7 @@ public abstract interface class space/kscience/kmath/linear/LinearSpace { } public final class space/kscience/kmath/linear/LinearSpace$Companion { - public final fun buffered (Lspace/kscience/kmath/operations/Ring;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/linear/LinearSpace; - public static synthetic fun buffered$default (Lspace/kscience/kmath/linear/LinearSpace$Companion;Lspace/kscience/kmath/operations/Ring;Lkotlin/jvm/functions/Function2;ILjava/lang/Object;)Lspace/kscience/kmath/linear/LinearSpace; - public final fun getDouble ()Lspace/kscience/kmath/linear/LinearSpace; + public final fun buffered (Lspace/kscience/kmath/operations/Ring;)Lspace/kscience/kmath/linear/LinearSpace; } public final class space/kscience/kmath/linear/LinearSpaceKt { @@ -628,11 +685,11 @@ public abstract interface class space/kscience/kmath/linear/LupDecompositionFeat public final class space/kscience/kmath/linear/LupDecompositionKt { public static final fun abs (Lspace/kscience/kmath/linear/LinearSpace;Ljava/lang/Comparable;)Ljava/lang/Comparable; - public static final fun lup (Lspace/kscience/kmath/linear/LinearSpace;Lkotlin/jvm/functions/Function2;Lspace/kscience/kmath/nd/Structure2D;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/linear/LupDecomposition; public static final fun lup (Lspace/kscience/kmath/linear/LinearSpace;Lspace/kscience/kmath/nd/Structure2D;D)Lspace/kscience/kmath/linear/LupDecomposition; + public static final fun lup (Lspace/kscience/kmath/linear/LinearSpace;Lspace/kscience/kmath/structures/MutableBufferFactory;Lspace/kscience/kmath/nd/Structure2D;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/linear/LupDecomposition; public static synthetic fun lup$default (Lspace/kscience/kmath/linear/LinearSpace;Lspace/kscience/kmath/nd/Structure2D;DILjava/lang/Object;)Lspace/kscience/kmath/linear/LupDecomposition; public static final fun lupSolver (Lspace/kscience/kmath/linear/LinearSpace;D)Lspace/kscience/kmath/linear/LinearSolver; - public static final fun lupSolver (Lspace/kscience/kmath/linear/LinearSpace;Lkotlin/jvm/functions/Function2;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/linear/LinearSolver; + public static final fun lupSolver (Lspace/kscience/kmath/linear/LinearSpace;Lspace/kscience/kmath/structures/MutableBufferFactory;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/linear/LinearSolver; public static synthetic fun lupSolver$default (Lspace/kscience/kmath/linear/LinearSpace;DILjava/lang/Object;)Lspace/kscience/kmath/linear/LinearSolver; } @@ -673,12 +730,11 @@ public final class space/kscience/kmath/linear/MatrixWrapper : space/kscience/km public final fun getOrigin ()Lspace/kscience/kmath/nd/Structure2D; public fun getRowNum ()I public fun getRows ()Ljava/util/List; - public fun getShape ()[I + public fun getShape-IIYLAfE ()[I public fun toString ()Ljava/lang/String; } public final class space/kscience/kmath/linear/MatrixWrapperKt { - public static final fun getOrigin (Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public static final fun one (Lspace/kscience/kmath/linear/LinearSpace;II)Lspace/kscience/kmath/nd/Structure2D; public static final fun plus (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/linear/MatrixFeature;)Lspace/kscience/kmath/linear/MatrixWrapper; public static final fun transpose (Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; @@ -726,7 +782,7 @@ public final class space/kscience/kmath/linear/VirtualMatrix : space/kscience/km public fun getColNum ()I public final fun getGenerator ()Lkotlin/jvm/functions/Function2; public fun getRowNum ()I - public fun getShape ()[I + public fun getShape-IIYLAfE ()[I } public final class space/kscience/kmath/linear/VirtualMatrixKt { @@ -737,6 +793,11 @@ public final class space/kscience/kmath/linear/ZeroFeature : space/kscience/kmat public static final field INSTANCE Lspace/kscience/kmath/linear/ZeroFeature; } +public final class space/kscience/kmath/misc/CollectionsKt { + public static final fun zipWithNextCircular (Ljava/util/List;)Ljava/util/List; + public static final fun zipWithNextCircular (Ljava/util/List;Lkotlin/jvm/functions/Function2;)Ljava/util/List; +} + public final class space/kscience/kmath/misc/CumulativeKt { public static final fun cumulative (Ljava/lang/Iterable;Ljava/lang/Object;Lkotlin/jvm/functions/Function2;)Ljava/lang/Iterable; public static final fun cumulative (Ljava/util/Iterator;Ljava/lang/Object;Lkotlin/jvm/functions/Function2;)Ljava/util/Iterator; @@ -745,6 +806,7 @@ public final class space/kscience/kmath/misc/CumulativeKt { public static final fun cumulativeSum (Ljava/lang/Iterable;Lspace/kscience/kmath/operations/Ring;)Ljava/lang/Iterable; public static final fun cumulativeSum (Ljava/util/List;Lspace/kscience/kmath/operations/Ring;)Ljava/util/List; public static final fun cumulativeSum (Lkotlin/sequences/Sequence;Lspace/kscience/kmath/operations/Ring;)Lkotlin/sequences/Sequence; + public static final fun cumulativeSum (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/operations/Ring;)Lspace/kscience/kmath/structures/Buffer; public static final fun cumulativeSumOfDouble (Ljava/lang/Iterable;)Ljava/lang/Iterable; public static final fun cumulativeSumOfDouble (Ljava/util/List;)Ljava/util/List; public static final fun cumulativeSumOfDouble (Lkotlin/sequences/Sequence;)Lkotlin/sequences/Sequence; @@ -811,10 +873,6 @@ public final class space/kscience/kmath/misc/NumbersJVMKt { public static final fun toIntExact (J)I } -public abstract interface annotation class space/kscience/kmath/misc/PerformancePitfall : java/lang/annotation/Annotation { - public abstract fun message ()Ljava/lang/String; -} - public final class space/kscience/kmath/misc/SortingKt { public static final fun requireSorted (Lspace/kscience/kmath/structures/Buffer;)V public static final fun sorted (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; @@ -823,16 +881,13 @@ public final class space/kscience/kmath/misc/SortingKt { public static final fun sortedDescending (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; } -public abstract interface annotation class space/kscience/kmath/misc/UnstableKMathAPI : java/lang/annotation/Annotation { -} - public abstract interface class space/kscience/kmath/nd/AlgebraND : space/kscience/kmath/operations/Algebra { public static final field Companion Lspace/kscience/kmath/nd/AlgebraND$Companion; public abstract fun getElementAlgebra ()Lspace/kscience/kmath/operations/Algebra; public fun invoke (Lkotlin/jvm/functions/Function1;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND; public fun map (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND; public fun mapIndexed (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND; - public abstract fun structureND ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND; + public abstract fun structureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND; public fun zip (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND; } @@ -840,17 +895,13 @@ public final class space/kscience/kmath/nd/AlgebraND$Companion { } public final class space/kscience/kmath/nd/AlgebraNDExtentionsKt { - public static final fun one (Lspace/kscience/kmath/nd/AlgebraND;[I)Lspace/kscience/kmath/nd/StructureND; + public static final fun one-waz_sdI (Lspace/kscience/kmath/nd/AlgebraND;[I)Lspace/kscience/kmath/nd/StructureND; public static final fun oneVarArg (Lspace/kscience/kmath/nd/AlgebraND;I[I)Lspace/kscience/kmath/nd/StructureND; public static final fun structureND (Lspace/kscience/kmath/nd/AlgebraND;I[ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND; - public static final fun zero (Lspace/kscience/kmath/nd/AlgebraND;[I)Lspace/kscience/kmath/nd/StructureND; + public static final fun zero-waz_sdI (Lspace/kscience/kmath/nd/AlgebraND;[I)Lspace/kscience/kmath/nd/StructureND; public static final fun zeroVarArg (Lspace/kscience/kmath/nd/AlgebraND;I[I)Lspace/kscience/kmath/nd/StructureND; } -public final class space/kscience/kmath/nd/AlgebraNDKt { - public static final fun Shape (I[I)[I -} - public abstract interface class space/kscience/kmath/nd/BufferAlgebraND : space/kscience/kmath/nd/AlgebraND { public static final field Companion Lspace/kscience/kmath/nd/BufferAlgebraND$Companion; public abstract fun getBufferAlgebra ()Lspace/kscience/kmath/operations/BufferAlgebra; @@ -860,8 +911,8 @@ public abstract interface class space/kscience/kmath/nd/BufferAlgebraND : space/ public synthetic fun map (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND; public fun mapIndexed (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/BufferND; public synthetic fun mapIndexed (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND; - public fun structureND ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/BufferND; - public synthetic fun structureND ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND; + public fun structureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/BufferND; + public synthetic fun structureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND; public fun toBufferND (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/BufferND; public fun zip (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/BufferND; public synthetic fun zip (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND; @@ -885,19 +936,22 @@ public class space/kscience/kmath/nd/BufferND : space/kscience/kmath/nd/Structur public fun get ([I)Ljava/lang/Object; public fun getBuffer ()Lspace/kscience/kmath/structures/Buffer; public fun getIndices ()Lspace/kscience/kmath/nd/ShapeIndexer; - public fun getShape ()[I + public fun getShape-IIYLAfE ()[I public fun toString ()Ljava/lang/String; } public final class space/kscience/kmath/nd/BufferNDKt { - public static final fun mapToBuffer (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function2;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/nd/BufferND; + public static final fun BufferND-bYNkpeI ([ILspace/kscience/kmath/structures/BufferFactory;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/nd/BufferND; + public static synthetic fun BufferND-bYNkpeI$default ([ILspace/kscience/kmath/structures/BufferFactory;Lkotlin/jvm/functions/Function1;ILjava/lang/Object;)Lspace/kscience/kmath/nd/BufferND; + public static final fun MutableBufferND-bYNkpeI ([ILspace/kscience/kmath/structures/MutableBufferFactory;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/nd/MutableBufferND; + public static synthetic fun MutableBufferND-bYNkpeI$default ([ILspace/kscience/kmath/structures/MutableBufferFactory;Lkotlin/jvm/functions/Function1;ILjava/lang/Object;)Lspace/kscience/kmath/nd/MutableBufferND; } public class space/kscience/kmath/nd/BufferedFieldOpsND : space/kscience/kmath/nd/BufferedRingOpsND, space/kscience/kmath/nd/FieldOpsND { public fun (Lspace/kscience/kmath/operations/BufferAlgebra;Lkotlin/jvm/functions/Function1;)V public synthetic fun (Lspace/kscience/kmath/operations/BufferAlgebra;Lkotlin/jvm/functions/Function1;ILkotlin/jvm/internal/DefaultConstructorMarker;)V - public fun (Lspace/kscience/kmath/operations/Field;Lkotlin/jvm/functions/Function2;Lkotlin/jvm/functions/Function1;)V - public synthetic fun (Lspace/kscience/kmath/operations/Field;Lkotlin/jvm/functions/Function2;Lkotlin/jvm/functions/Function1;ILkotlin/jvm/internal/DefaultConstructorMarker;)V + public fun (Lspace/kscience/kmath/operations/Field;Lkotlin/jvm/functions/Function1;)V + public synthetic fun (Lspace/kscience/kmath/operations/Field;Lkotlin/jvm/functions/Function1;ILkotlin/jvm/internal/DefaultConstructorMarker;)V public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; public fun scale (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/nd/StructureND; } @@ -916,29 +970,30 @@ public class space/kscience/kmath/nd/BufferedRingOpsND : space/kscience/kmath/nd public synthetic fun (Lspace/kscience/kmath/operations/BufferAlgebra;Lkotlin/jvm/functions/Function1;ILkotlin/jvm/internal/DefaultConstructorMarker;)V } -public final class space/kscience/kmath/nd/DefaultStrides : space/kscience/kmath/nd/Strides { - public static final field Companion Lspace/kscience/kmath/nd/DefaultStrides$Companion; +public final class space/kscience/kmath/nd/ColumnStrides : space/kscience/kmath/nd/Strides { + public static final field Companion Lspace/kscience/kmath/nd/ColumnStrides$Companion; public synthetic fun ([ILkotlin/jvm/internal/DefaultConstructorMarker;)V public fun equals (Ljava/lang/Object;)Z public fun getLinearSize ()I - public fun getShape ()[I - public fun getStrides ()[I + public fun getShape-IIYLAfE ()[I public fun hashCode ()I public fun index (I)[I } -public final class space/kscience/kmath/nd/DefaultStrides$Companion { - public final fun invoke ([I)Lspace/kscience/kmath/nd/Strides; +public final class space/kscience/kmath/nd/ColumnStrides$Companion { } -public final class space/kscience/kmath/nd/DoubleBufferND : space/kscience/kmath/nd/BufferND { +public final class space/kscience/kmath/nd/DoubleBufferND : space/kscience/kmath/nd/MutableBufferND, space/kscience/kmath/nd/MutableStructureNDOfDouble { public synthetic fun (Lspace/kscience/kmath/nd/ShapeIndexer;[DLkotlin/jvm/internal/DefaultConstructorMarker;)V public synthetic fun getBuffer ()Lspace/kscience/kmath/structures/Buffer; + public synthetic fun getBuffer ()Lspace/kscience/kmath/structures/MutableBuffer; public fun getBuffer-Dv3HvWU ()[D + public fun getDouble ([I)D + public fun setDouble ([ID)V } public final class space/kscience/kmath/nd/DoubleFieldND : space/kscience/kmath/nd/DoubleFieldOpsND, space/kscience/kmath/nd/FieldND, space/kscience/kmath/operations/ExtendedField, space/kscience/kmath/operations/NumbersAddOps { - public fun ([I)V + public synthetic fun ([ILkotlin/jvm/internal/DefaultConstructorMarker;)V public synthetic fun acosh (Ljava/lang/Object;)Ljava/lang/Object; public fun acosh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/DoubleBufferND; public synthetic fun asinh (Ljava/lang/Object;)Ljava/lang/Object; @@ -947,13 +1002,14 @@ public final class space/kscience/kmath/nd/DoubleFieldND : space/kscience/kmath/ public fun atanh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/DoubleBufferND; public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object; public fun cosh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/DoubleBufferND; - public fun getShape ()[I + public fun getShape-IIYLAfE ()[I public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object; public fun number (Ljava/lang/Number;)Lspace/kscience/kmath/nd/DoubleBufferND; public synthetic fun power (Ljava/lang/Object;I)Ljava/lang/Object; public synthetic fun power (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun power (Lspace/kscience/kmath/nd/StructureND;I)Lspace/kscience/kmath/nd/DoubleBufferND; public fun power (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/nd/DoubleBufferND; + public synthetic fun power (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/nd/StructureND; public synthetic fun power-Qn1smSk (Ljava/lang/Object;I)Ljava/lang/Object; public fun power-Qn1smSk (Lspace/kscience/kmath/nd/StructureND;I)Lspace/kscience/kmath/nd/DoubleBufferND; public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object; @@ -965,6 +1021,7 @@ public final class space/kscience/kmath/nd/DoubleFieldND : space/kscience/kmath/ public final class space/kscience/kmath/nd/DoubleFieldNDKt { public static final fun getNdAlgebra (Lspace/kscience/kmath/operations/DoubleField;)Lspace/kscience/kmath/nd/DoubleFieldOpsND; public static final fun ndAlgebra (Lspace/kscience/kmath/operations/DoubleField;[I)Lspace/kscience/kmath/nd/DoubleFieldND; + public static final fun ndAlgebra-waz_sdI (Lspace/kscience/kmath/operations/DoubleField;[I)Lspace/kscience/kmath/nd/DoubleFieldND; } public abstract class space/kscience/kmath/nd/DoubleFieldOpsND : space/kscience/kmath/nd/BufferedFieldOpsND, space/kscience/kmath/operations/ExtendedFieldOps, space/kscience/kmath/operations/ScaleOperations { @@ -1021,6 +1078,8 @@ public abstract class space/kscience/kmath/nd/DoubleFieldOpsND : space/kscience/ public fun plus (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/nd/DoubleBufferND; public synthetic fun plus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND; public fun plus (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/DoubleBufferND; + public synthetic fun power (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; + public fun power (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/nd/StructureND; public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; public fun scale (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/nd/DoubleBufferND; public synthetic fun scale (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/nd/StructureND; @@ -1028,9 +1087,9 @@ public abstract class space/kscience/kmath/nd/DoubleFieldOpsND : space/kscience/ public fun sin (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/DoubleBufferND; public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object; public fun sinh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/DoubleBufferND; - public synthetic fun structureND ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/BufferND; - public fun structureND ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/DoubleBufferND; - public synthetic fun structureND ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND; + public synthetic fun structureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/BufferND; + public fun structureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/DoubleBufferND; + public synthetic fun structureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND; public synthetic fun tan (Ljava/lang/Object;)Ljava/lang/Object; public fun tan (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/DoubleBufferND; public synthetic fun tanh (Ljava/lang/Object;)Ljava/lang/Object; @@ -1087,7 +1146,41 @@ public abstract interface class space/kscience/kmath/nd/GroupOpsND : space/kscie public final class space/kscience/kmath/nd/GroupOpsND$Companion { } -public final class space/kscience/kmath/nd/MutableBufferND : space/kscience/kmath/nd/BufferND, space/kscience/kmath/nd/MutableStructureND { +public final class space/kscience/kmath/nd/IndexOutOfShapeException : java/lang/RuntimeException { + public synthetic fun ([I[ILkotlin/jvm/internal/DefaultConstructorMarker;)V + public final fun getIndex ()[I + public final fun getShape-IIYLAfE ()[I +} + +public final class space/kscience/kmath/nd/IntBufferND : space/kscience/kmath/nd/MutableBufferND { + public synthetic fun (Lspace/kscience/kmath/nd/ShapeIndexer;[ILkotlin/jvm/internal/DefaultConstructorMarker;)V + public synthetic fun getBuffer ()Lspace/kscience/kmath/structures/Buffer; + public synthetic fun getBuffer ()Lspace/kscience/kmath/structures/MutableBuffer; + public fun getBuffer-ir4F4A8 ()[I +} + +public final class space/kscience/kmath/nd/IntRingND : space/kscience/kmath/nd/IntRingOpsND, space/kscience/kmath/nd/RingND, space/kscience/kmath/operations/NumbersAddOps { + public synthetic fun ([ILkotlin/jvm/internal/DefaultConstructorMarker;)V + public fun getShape-IIYLAfE ()[I + public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object; + public fun number (Ljava/lang/Number;)Lspace/kscience/kmath/nd/BufferND; +} + +public final class space/kscience/kmath/nd/IntRingNDKt { + public static final fun withNdAlgebra (Lspace/kscience/kmath/operations/IntRing;[ILkotlin/jvm/functions/Function1;)Ljava/lang/Object; +} + +public abstract class space/kscience/kmath/nd/IntRingOpsND : space/kscience/kmath/nd/BufferedRingOpsND { + public static final field Companion Lspace/kscience/kmath/nd/IntRingOpsND$Companion; + public synthetic fun structureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/BufferND; + public fun structureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/IntBufferND; + public synthetic fun structureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND; +} + +public final class space/kscience/kmath/nd/IntRingOpsND$Companion : space/kscience/kmath/nd/IntRingOpsND { +} + +public class space/kscience/kmath/nd/MutableBufferND : space/kscience/kmath/nd/BufferND, space/kscience/kmath/nd/MutableStructureND { public fun (Lspace/kscience/kmath/nd/ShapeIndexer;Lspace/kscience/kmath/structures/MutableBuffer;)V public synthetic fun getBuffer ()Lspace/kscience/kmath/structures/Buffer; public fun getBuffer ()Lspace/kscience/kmath/structures/MutableBuffer; @@ -1108,6 +1201,46 @@ public abstract interface class space/kscience/kmath/nd/MutableStructureND : spa public abstract fun set ([ILjava/lang/Object;)V } +public abstract interface class space/kscience/kmath/nd/MutableStructureNDOfDouble : space/kscience/kmath/nd/MutableStructureND, space/kscience/kmath/nd/StructureNDOfDouble { + public abstract fun setDouble ([ID)V +} + +public final class space/kscience/kmath/nd/OperationsNDKt { + public static final fun roll (Lspace/kscience/kmath/nd/StructureND;II)Lspace/kscience/kmath/nd/StructureND; + public static final fun roll (Lspace/kscience/kmath/nd/StructureND;Lkotlin/Pair;[Lkotlin/Pair;)Lspace/kscience/kmath/nd/StructureND; + public static synthetic fun roll$default (Lspace/kscience/kmath/nd/StructureND;IIILjava/lang/Object;)Lspace/kscience/kmath/nd/StructureND; +} + +public final class space/kscience/kmath/nd/PermutedMutableStructureND : space/kscience/kmath/nd/MutableStructureND { + public synthetic fun (Lspace/kscience/kmath/nd/MutableStructureND;[ILkotlin/jvm/functions/Function1;ILkotlin/jvm/internal/DefaultConstructorMarker;)V + public synthetic fun (Lspace/kscience/kmath/nd/MutableStructureND;[ILkotlin/jvm/functions/Function1;Lkotlin/jvm/internal/DefaultConstructorMarker;)V + public fun get ([I)Ljava/lang/Object; + public final fun getOrigin ()Lspace/kscience/kmath/nd/MutableStructureND; + public final fun getPermutation ()Lkotlin/jvm/functions/Function1; + public fun getShape-IIYLAfE ()[I + public fun set ([ILjava/lang/Object;)V +} + +public final class space/kscience/kmath/nd/PermutedStructureND : space/kscience/kmath/nd/StructureND { + public fun (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function1;)V + public fun get ([I)Ljava/lang/Object; + public final fun getOrigin ()Lspace/kscience/kmath/nd/StructureND; + public final fun getPermutation ()Lkotlin/jvm/functions/Function1; + public fun getShape-IIYLAfE ()[I +} + +public final class space/kscience/kmath/nd/PermutedStructureNDKt { + public static final fun permute (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/nd/PermutedStructureND; + public static final fun permute-_A0By-k (Lspace/kscience/kmath/nd/MutableStructureND;[ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/nd/PermutedMutableStructureND; + public static synthetic fun permute-_A0By-k$default (Lspace/kscience/kmath/nd/MutableStructureND;[ILkotlin/jvm/functions/Function1;ILjava/lang/Object;)Lspace/kscience/kmath/nd/PermutedMutableStructureND; +} + +public final class space/kscience/kmath/nd/PrimitiveStructureNDKt { + public static final fun getDouble (Lspace/kscience/kmath/nd/MutableStructureND;[I)D + public static final fun getDouble (Lspace/kscience/kmath/nd/StructureND;[I)D + public static final fun getInt (Lspace/kscience/kmath/nd/StructureND;[I)I +} + public abstract interface class space/kscience/kmath/nd/RingND : space/kscience/kmath/nd/GroupND, space/kscience/kmath/nd/RingOpsND, space/kscience/kmath/nd/WithShape, space/kscience/kmath/operations/Ring { public synthetic fun getOne ()Ljava/lang/Object; public fun getOne ()Lspace/kscience/kmath/nd/StructureND; @@ -1124,26 +1257,84 @@ public abstract interface class space/kscience/kmath/nd/RingOpsND : space/kscien public final class space/kscience/kmath/nd/RingOpsND$Companion { } +public final class space/kscience/kmath/nd/RowStrides : space/kscience/kmath/nd/Strides { + public static final field Companion Lspace/kscience/kmath/nd/RowStrides$Companion; + public synthetic fun ([ILkotlin/jvm/internal/DefaultConstructorMarker;)V + public fun equals (Ljava/lang/Object;)Z + public fun getLinearSize ()I + public fun getShape-IIYLAfE ()[I + public fun hashCode ()I + public fun index (I)[I +} + +public final class space/kscience/kmath/nd/RowStrides$Companion { +} + public abstract interface class space/kscience/kmath/nd/ShapeIndexer : java/lang/Iterable, kotlin/jvm/internal/markers/KMappedMarker { public abstract fun asSequence ()Lkotlin/sequences/Sequence; public abstract fun equals (Ljava/lang/Object;)Z public abstract fun getLinearSize ()I - public abstract fun getShape ()[I + public abstract fun getShape-IIYLAfE ()[I public abstract fun hashCode ()I public abstract fun index (I)[I public fun iterator ()Ljava/util/Iterator; public abstract fun offset ([I)I } +public final class space/kscience/kmath/nd/ShapeIndicesKt { + public static final fun Strides-dNlrn20 ([I)Lspace/kscience/kmath/nd/Strides; +} + public final class space/kscience/kmath/nd/ShapeMismatchException : java/lang/RuntimeException { - public fun ([I[I)V - public final fun getActual ()[I - public final fun getExpected ()[I + public synthetic fun ([I[ILkotlin/jvm/internal/DefaultConstructorMarker;)V + public final fun getActual-IIYLAfE ()[I + public final fun getExpected-IIYLAfE ()[I +} + +public final class space/kscience/kmath/nd/ShapeND { + public static final synthetic fun box-impl ([I)Lspace/kscience/kmath/nd/ShapeND; + public static fun constructor-impl ([I)[I + public fun equals (Ljava/lang/Object;)Z + public static fun equals-impl ([ILjava/lang/Object;)Z + public static final fun equals-impl0 ([I[I)Z + public static final fun get-impl ([II)I + public static final fun getSize-impl ([I)I + public fun hashCode ()I + public static fun hashCode-impl ([I)I + public fun toString ()Ljava/lang/String; + public static fun toString-impl ([I)Ljava/lang/String; + public final synthetic fun unbox-impl ()[I +} + +public final class space/kscience/kmath/nd/ShapeNDKt { + public static final fun ShapeND (I[I)[I + public static final fun asArray-dNlrn20 ([I)[I + public static final fun asList-dNlrn20 ([I)Ljava/util/List; + public static final fun component1-dNlrn20 ([I)I + public static final fun component2-dNlrn20 ([I)I + public static final fun component3-dNlrn20 ([I)I + public static final fun contentEquals-9Nqdy04 ([I[I)Z + public static final fun contentHashCode-dNlrn20 ([I)I + public static final fun first-dNlrn20 ([I)I + public static final fun first-qL90JFI ([II)[I + public static final fun forEach-qL90JFI ([ILkotlin/jvm/functions/Function1;)V + public static final fun forEachIndexed-qL90JFI ([ILkotlin/jvm/functions/Function2;)V + public static final fun getIndices-dNlrn20 ([I)Lkotlin/ranges/IntRange; + public static final fun getLinearSize-dNlrn20 ([I)I + public static final fun isEmpty-dNlrn20 ([I)Z + public static final fun isNotEmpty-dNlrn20 ([I)Z + public static final fun last-dNlrn20 ([I)I + public static final fun last-qL90JFI ([II)[I + public static final fun plus-9Nqdy04 ([I[I)[I + public static final fun plus-qL90JFI ([I[I)[I + public static final fun slice-qL90JFI ([ILkotlin/ranges/IntRange;)[I + public static final fun toArray-dNlrn20 ([I)[I + public static final fun transposed-bYNkpeI ([III)[I } public final class space/kscience/kmath/nd/ShortRingND : space/kscience/kmath/nd/ShortRingOpsND, space/kscience/kmath/nd/RingND, space/kscience/kmath/operations/NumbersAddOps { - public fun ([I)V - public fun getShape ()[I + public synthetic fun ([ILkotlin/jvm/internal/DefaultConstructorMarker;)V + public fun getShape-IIYLAfE ()[I public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object; public fun number (Ljava/lang/Number;)Lspace/kscience/kmath/nd/BufferND; } @@ -1162,7 +1353,6 @@ public final class space/kscience/kmath/nd/ShortRingOpsND$Companion : space/ksci public abstract class space/kscience/kmath/nd/Strides : space/kscience/kmath/nd/ShapeIndexer { public fun ()V public fun asSequence ()Lkotlin/sequences/Sequence; - public abstract fun getStrides ()[I public fun offset ([I)I } @@ -1191,7 +1381,7 @@ public abstract interface class space/kscience/kmath/nd/Structure2D : space/ksci public fun getColumns ()Ljava/util/List; public abstract fun getRowNum ()I public fun getRows ()Ljava/util/List; - public fun getShape ()[I + public fun getShape-IIYLAfE ()[I } public final class space/kscience/kmath/nd/Structure2D$Companion { @@ -1212,16 +1402,16 @@ public abstract interface class space/kscience/kmath/nd/StructureND : space/ksci public fun getDimension ()I public synthetic fun getFeature (Lkotlin/reflect/KClass;)Ljava/lang/Object; public fun getFeature (Lkotlin/reflect/KClass;)Lspace/kscience/kmath/nd/StructureFeature; - public abstract fun getShape ()[I + public abstract fun getShape-IIYLAfE ()[I } public final class space/kscience/kmath/nd/StructureND$Companion { public final fun auto (Lkotlin/reflect/KClass;Lspace/kscience/kmath/nd/Strides;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/nd/BufferND; public final fun auto (Lkotlin/reflect/KClass;[ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/nd/BufferND; - public final fun buffered (Lspace/kscience/kmath/nd/Strides;Lkotlin/jvm/functions/Function2;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/nd/BufferND; - public final fun buffered ([ILkotlin/jvm/functions/Function2;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/nd/BufferND; - public static synthetic fun buffered$default (Lspace/kscience/kmath/nd/StructureND$Companion;Lspace/kscience/kmath/nd/Strides;Lkotlin/jvm/functions/Function2;Lkotlin/jvm/functions/Function1;ILjava/lang/Object;)Lspace/kscience/kmath/nd/BufferND; - public static synthetic fun buffered$default (Lspace/kscience/kmath/nd/StructureND$Companion;[ILkotlin/jvm/functions/Function2;Lkotlin/jvm/functions/Function1;ILjava/lang/Object;)Lspace/kscience/kmath/nd/BufferND; + public final fun buffered (Lspace/kscience/kmath/nd/Strides;Lspace/kscience/kmath/structures/BufferFactory;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/nd/BufferND; + public static synthetic fun buffered$default (Lspace/kscience/kmath/nd/StructureND$Companion;Lspace/kscience/kmath/nd/Strides;Lspace/kscience/kmath/structures/BufferFactory;Lkotlin/jvm/functions/Function1;ILjava/lang/Object;)Lspace/kscience/kmath/nd/BufferND; + public final fun buffered-bYNkpeI ([ILspace/kscience/kmath/structures/BufferFactory;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/nd/BufferND; + public static synthetic fun buffered-bYNkpeI$default (Lspace/kscience/kmath/nd/StructureND$Companion;[ILspace/kscience/kmath/structures/BufferFactory;Lkotlin/jvm/functions/Function1;ILjava/lang/Object;)Lspace/kscience/kmath/nd/BufferND; public final fun contentEquals (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Z public final fun contentEquals (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;D)Z public static synthetic fun contentEquals$default (Lspace/kscience/kmath/nd/StructureND$Companion;Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;DILjava/lang/Object;)Z @@ -1233,13 +1423,30 @@ public final class space/kscience/kmath/nd/StructureNDKt { public static final fun contentEquals (Lspace/kscience/kmath/linear/LinearSpace;Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Comparable;)Z public static final fun contentEquals (Lspace/kscience/kmath/nd/AlgebraND;Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Z public static final fun contentEquals (Lspace/kscience/kmath/nd/GroupOpsND;Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Comparable;)Z + public static final fun get (Lspace/kscience/kmath/nd/StructureND;[I)D + public static final fun get (Lspace/kscience/kmath/nd/StructureND;[I)I public static final fun get (Lspace/kscience/kmath/nd/StructureND;[I)Ljava/lang/Object; - public static final fun mapInPlace (Lspace/kscience/kmath/nd/MutableStructureND;Lkotlin/jvm/functions/Function2;)V + public static final fun set (Lspace/kscience/kmath/nd/MutableStructureND;[ILjava/lang/Object;)V +} + +public abstract interface class space/kscience/kmath/nd/StructureNDOfDouble : space/kscience/kmath/nd/StructureND { + public abstract fun getDouble ([I)D +} + +public abstract interface class space/kscience/kmath/nd/StructureNDOfInt : space/kscience/kmath/nd/StructureND { + public abstract fun getInt ([I)I +} + +public class space/kscience/kmath/nd/VirtualStructureND : space/kscience/kmath/nd/StructureND { + public synthetic fun ([ILkotlin/jvm/functions/Function1;Lkotlin/jvm/internal/DefaultConstructorMarker;)V + public fun get ([I)Ljava/lang/Object; + public final fun getProducer ()Lkotlin/jvm/functions/Function1; + public fun getShape-IIYLAfE ()[I } public abstract interface class space/kscience/kmath/nd/WithShape { public fun getIndices ()Lspace/kscience/kmath/nd/ShapeIndexer; - public abstract fun getShape ()[I + public abstract fun getShape-IIYLAfE ()[I } public abstract interface class space/kscience/kmath/operations/Algebra { @@ -1247,6 +1454,7 @@ public abstract interface class space/kscience/kmath/operations/Algebra { public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object; + public fun getBufferFactory ()Lspace/kscience/kmath/structures/MutableBufferFactory; public fun unaryOperation (Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; } @@ -1255,12 +1463,15 @@ public final class space/kscience/kmath/operations/AlgebraExtensionsKt { public static final fun abs (Lspace/kscience/kmath/operations/Group;Ljava/lang/Comparable;)Ljava/lang/Comparable; public static final fun average (Lspace/kscience/kmath/operations/Group;Ljava/lang/Iterable;)Ljava/lang/Object; public static final fun average (Lspace/kscience/kmath/operations/Group;Lkotlin/sequences/Sequence;)Ljava/lang/Object; + public static final fun average (Lspace/kscience/kmath/operations/Group;Lspace/kscience/kmath/structures/Buffer;)Ljava/lang/Object; public static final fun averageWith (Ljava/lang/Iterable;Lspace/kscience/kmath/operations/Group;)Ljava/lang/Object; public static final fun averageWith (Lkotlin/sequences/Sequence;Lspace/kscience/kmath/operations/Group;)Ljava/lang/Object; public static final fun sum (Lspace/kscience/kmath/operations/Group;Ljava/lang/Iterable;)Ljava/lang/Object; public static final fun sum (Lspace/kscience/kmath/operations/Group;Lkotlin/sequences/Sequence;)Ljava/lang/Object; + public static final fun sum (Lspace/kscience/kmath/operations/Group;Lspace/kscience/kmath/structures/Buffer;)Ljava/lang/Object; public static final fun sumWith (Ljava/lang/Iterable;Lspace/kscience/kmath/operations/Group;)Ljava/lang/Object; public static final fun sumWith (Lkotlin/sequences/Sequence;Lspace/kscience/kmath/operations/Group;)Ljava/lang/Object; + public static final fun sumWithGroupOf (Ljava/lang/Iterable;Lspace/kscience/kmath/operations/Group;Lkotlin/jvm/functions/Function1;)Ljava/lang/Object; } public final class space/kscience/kmath/operations/AlgebraKt { @@ -1327,12 +1538,10 @@ public final class space/kscience/kmath/operations/BigIntField : space/kscience/ public final class space/kscience/kmath/operations/BigIntKt { public static final fun abs (Lspace/kscience/kmath/operations/BigInt;)Lspace/kscience/kmath/operations/BigInt; - public static final fun bigInt (Lspace/kscience/kmath/structures/Buffer$Companion;ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/Buffer; - public static final fun bigInt (Lspace/kscience/kmath/structures/MutableBuffer$Companion;ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/MutableBuffer; public static final fun buffer (Lspace/kscience/kmath/operations/BigInt$Companion;ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/Buffer; public static final fun getAlgebra (Lspace/kscience/kmath/operations/BigInt;)Lspace/kscience/kmath/operations/BigIntField; public static final fun getNd (Lspace/kscience/kmath/operations/BigIntField;)Lspace/kscience/kmath/nd/BufferedRingOpsND; - public static final fun mutableBuffer (Lspace/kscience/kmath/operations/BigInt;ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/Buffer; + public static final fun mutableBuffer (Lspace/kscience/kmath/operations/BigInt$Companion;ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/Buffer; public static final fun parseBigInteger (Ljava/lang/String;)Lspace/kscience/kmath/operations/BigInt; public static final fun toBigInt (I)Lspace/kscience/kmath/operations/BigInt; public static final fun toBigInt (J)Lspace/kscience/kmath/operations/BigInt; @@ -1344,8 +1553,8 @@ public final class space/kscience/kmath/operations/BigIntKt { public abstract interface class space/kscience/kmath/operations/BufferAlgebra : space/kscience/kmath/operations/Algebra { public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun buffer (I[Ljava/lang/Object;)Lspace/kscience/kmath/structures/Buffer; - public abstract fun getBufferFactory ()Lkotlin/jvm/functions/Function2; public abstract fun getElementAlgebra ()Lspace/kscience/kmath/operations/Algebra; + public fun getElementBufferFactory ()Lspace/kscience/kmath/structures/BufferFactory; public fun map (Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/structures/Buffer; public fun mapIndexed (Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/structures/Buffer; public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; @@ -1362,11 +1571,11 @@ public final class space/kscience/kmath/operations/BufferAlgebraKt { public static final fun buffer (Lspace/kscience/kmath/operations/BufferAlgebra;ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/Buffer; public static final fun buffer (Lspace/kscience/kmath/operations/BufferAlgebra;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/Buffer; public static final fun buffer (Lspace/kscience/kmath/operations/BufferField;[Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; - public static final fun bufferAlgebra (Lspace/kscience/kmath/operations/Field;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/operations/BufferFieldOps; public static final fun cos (Lspace/kscience/kmath/operations/BufferAlgebra;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public static final fun cosh (Lspace/kscience/kmath/operations/BufferAlgebra;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public static final fun exp (Lspace/kscience/kmath/operations/BufferAlgebra;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; - public static final fun getBufferAlgebra (Lspace/kscience/kmath/operations/DoubleField;)Lspace/kscience/kmath/operations/BufferFieldOps; + public static final fun getBufferAlgebra (Lspace/kscience/kmath/operations/Field;)Lspace/kscience/kmath/operations/BufferFieldOps; + public static final fun getBufferAlgebra (Lspace/kscience/kmath/operations/IntRing;)Lspace/kscience/kmath/operations/BufferRingOps; public static final fun getBufferAlgebra (Lspace/kscience/kmath/operations/ShortRing;)Lspace/kscience/kmath/operations/BufferRingOps; public static final fun ln (Lspace/kscience/kmath/operations/BufferAlgebra;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public static final fun pow (Lspace/kscience/kmath/operations/BufferAlgebra;Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; @@ -1377,8 +1586,19 @@ public final class space/kscience/kmath/operations/BufferAlgebraKt { public static final fun withSize (Lspace/kscience/kmath/operations/BufferFieldOps;I)Lspace/kscience/kmath/operations/BufferField; } +public final class space/kscience/kmath/operations/BufferExtensionsKt { + 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 foldIndexed (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Object;Lkotlin/jvm/functions/Function3;)Ljava/lang/Object; + public static final fun mapIndexedToBuffer (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/BufferFactory;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/structures/Buffer; + public static final fun mapToBuffer (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/BufferFactory;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/Buffer; + public static final fun reduce (Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function2;)Ljava/lang/Object; + public static final fun toList (Lspace/kscience/kmath/structures/Buffer;)Ljava/util/List; +} + public final class space/kscience/kmath/operations/BufferField : space/kscience/kmath/operations/BufferFieldOps, space/kscience/kmath/operations/Field, space/kscience/kmath/operations/WithSize { - public fun (Lspace/kscience/kmath/operations/Field;Lkotlin/jvm/functions/Function2;I)V + public fun (Lspace/kscience/kmath/operations/Field;I)V public synthetic fun getOne ()Ljava/lang/Object; public fun getOne ()Lspace/kscience/kmath/structures/Buffer; public fun getSize ()I @@ -1387,7 +1607,7 @@ public final class space/kscience/kmath/operations/BufferField : space/kscience/ } public class space/kscience/kmath/operations/BufferFieldOps : space/kscience/kmath/operations/BufferRingOps, space/kscience/kmath/operations/BufferAlgebra, space/kscience/kmath/operations/FieldOps, space/kscience/kmath/operations/ScaleOperations { - public fun (Lspace/kscience/kmath/operations/Field;Lkotlin/jvm/functions/Function2;)V + public fun (Lspace/kscience/kmath/operations/Field;)V public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun divide (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun divide (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; @@ -1397,20 +1617,11 @@ public class space/kscience/kmath/operations/BufferFieldOps : space/kscience/kma public fun unaryMinus (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; } -public final class space/kscience/kmath/operations/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 map (Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function2;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/Buffer; - public static final fun toList (Lspace/kscience/kmath/structures/Buffer;)Ljava/util/List; -} - public class space/kscience/kmath/operations/BufferRingOps : space/kscience/kmath/operations/BufferAlgebra, space/kscience/kmath/operations/RingOps { - public fun (Lspace/kscience/kmath/operations/Ring;Lkotlin/jvm/functions/Function2;)V + public fun (Lspace/kscience/kmath/operations/Ring;)V public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun add (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; - public fun getBufferFactory ()Lkotlin/jvm/functions/Function2; public synthetic fun getElementAlgebra ()Lspace/kscience/kmath/operations/Algebra; public fun getElementAlgebra ()Lspace/kscience/kmath/operations/Ring; public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; @@ -1420,10 +1631,15 @@ public class space/kscience/kmath/operations/BufferRingOps : space/kscience/kmat public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; } +public abstract interface class space/kscience/kmath/operations/BufferTransform { + public abstract fun transform (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; +} + public final class space/kscience/kmath/operations/ByteRing : space/kscience/kmath/operations/Norm, space/kscience/kmath/operations/NumericAlgebra, space/kscience/kmath/operations/Ring { public static final field INSTANCE Lspace/kscience/kmath/operations/ByteRing; public fun add (BB)Ljava/lang/Byte; public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; + public fun getBufferFactory ()Lspace/kscience/kmath/structures/MutableBufferFactory; public fun getOne ()Ljava/lang/Byte; public synthetic fun getOne ()Ljava/lang/Object; public fun getZero ()Ljava/lang/Byte; @@ -1460,6 +1676,7 @@ public final class space/kscience/kmath/operations/DoubleBufferField : space/ksc public synthetic fun getZero ()Ljava/lang/Object; public fun getZero ()Lspace/kscience/kmath/structures/Buffer; public synthetic fun power (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; + public synthetic fun power (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; public fun power-CZ9oacQ (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)[D public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object; public fun sinh-Udx-57Q (Lspace/kscience/kmath/structures/Buffer;)[D @@ -1494,21 +1711,25 @@ public abstract class space/kscience/kmath/operations/DoubleBufferOps : space/ks public fun divide-CZ9oacQ (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)[D public synthetic fun exp (Ljava/lang/Object;)Ljava/lang/Object; public fun exp-Udx-57Q (Lspace/kscience/kmath/structures/Buffer;)[D - public fun getBufferFactory ()Lkotlin/jvm/functions/Function2; public synthetic fun getElementAlgebra ()Lspace/kscience/kmath/operations/Algebra; public fun getElementAlgebra ()Lspace/kscience/kmath/operations/DoubleField; + public synthetic fun getElementBufferFactory ()Lspace/kscience/kmath/structures/BufferFactory; + public fun getElementBufferFactory ()Lspace/kscience/kmath/structures/MutableBufferFactory; public synthetic fun ln (Ljava/lang/Object;)Ljava/lang/Object; public fun ln-Udx-57Q (Lspace/kscience/kmath/structures/Buffer;)[D public synthetic fun map (Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/structures/Buffer; - public fun map-CZ9oacQ (Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function2;)[D + public final fun map-CZ9oacQ (Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function2;)[D + public synthetic fun mapIndexed (Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/structures/Buffer; + public final fun mapIndexed-CZ9oacQ (Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function3;)[D public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun minus-CZ9oacQ (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)[D public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public fun multiply-CZ9oacQ (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)[D public synthetic fun norm (Ljava/lang/Object;)Ljava/lang/Object; public fun norm (Lspace/kscience/kmath/structures/Buffer;)Ljava/lang/Double; public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun plus-CZ9oacQ (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)[D + public synthetic fun power (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; + public fun power (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; public fun scale-CZ9oacQ (Lspace/kscience/kmath/structures/Buffer;D)[D public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object; @@ -1522,10 +1743,21 @@ public abstract class space/kscience/kmath/operations/DoubleBufferOps : space/ks public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object; public fun unaryMinus-Udx-57Q (Lspace/kscience/kmath/structures/Buffer;)[D public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; + public synthetic fun zip (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/structures/Buffer; + public final fun zip-XquIszc (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function3;)[D } public final class space/kscience/kmath/operations/DoubleBufferOps$Companion : space/kscience/kmath/operations/DoubleBufferOps { - public final fun mapInline-CZ9oacQ (Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function1;)[D +} + +public final class space/kscience/kmath/operations/DoubleBufferOpsKt { + public static final fun average (Lspace/kscience/kmath/operations/DoubleBufferOps;Lspace/kscience/kmath/structures/Buffer;)D + public static final fun averageOf (Lspace/kscience/kmath/operations/DoubleBufferOps;Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function1;)D + public static final fun covariance (Lspace/kscience/kmath/operations/DoubleBufferOps;Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)D + public static final fun dispersion (Lspace/kscience/kmath/operations/DoubleBufferOps;Lspace/kscience/kmath/structures/Buffer;)D + public static final fun std (Lspace/kscience/kmath/operations/DoubleBufferOps;Lspace/kscience/kmath/structures/Buffer;)D + public static final fun sum (Lspace/kscience/kmath/operations/DoubleBufferOps;Lspace/kscience/kmath/structures/Buffer;)D + public static final fun sumOf (Lspace/kscience/kmath/operations/DoubleBufferOps;Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function1;)D } public final class space/kscience/kmath/operations/DoubleField : space/kscience/kmath/operations/ExtendedField, space/kscience/kmath/operations/Norm, space/kscience/kmath/operations/ScaleOperations { @@ -1555,6 +1787,7 @@ public final class space/kscience/kmath/operations/DoubleField : space/kscience/ public synthetic fun divide (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun exp (D)Ljava/lang/Double; public synthetic fun exp (Ljava/lang/Object;)Ljava/lang/Object; + public fun getBufferFactory ()Lspace/kscience/kmath/structures/MutableBufferFactory; public fun getOne ()Ljava/lang/Double; public synthetic fun getOne ()Ljava/lang/Object; public fun getZero ()Ljava/lang/Double; @@ -1628,7 +1861,7 @@ public final class space/kscience/kmath/operations/ExponentialOperations$Compani public static final field TANH_OPERATION Ljava/lang/String; } -public abstract interface class space/kscience/kmath/operations/ExtendedField : space/kscience/kmath/operations/ExtendedFieldOps, space/kscience/kmath/operations/Field, space/kscience/kmath/operations/NumericAlgebra, space/kscience/kmath/operations/PowerOperations { +public abstract interface class space/kscience/kmath/operations/ExtendedField : space/kscience/kmath/operations/ExtendedFieldOps, space/kscience/kmath/operations/Field, space/kscience/kmath/operations/NumericAlgebra { public fun acosh (Ljava/lang/Object;)Ljava/lang/Object; public fun asinh (Ljava/lang/Object;)Ljava/lang/Object; public fun atanh (Ljava/lang/Object;)Ljava/lang/Object; @@ -1639,7 +1872,7 @@ public abstract interface class space/kscience/kmath/operations/ExtendedField : public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; } -public abstract interface class space/kscience/kmath/operations/ExtendedFieldOps : space/kscience/kmath/operations/ExponentialOperations, space/kscience/kmath/operations/FieldOps, space/kscience/kmath/operations/ScaleOperations, space/kscience/kmath/operations/TrigonometricOperations { +public abstract interface class space/kscience/kmath/operations/ExtendedFieldOps : space/kscience/kmath/operations/ExponentialOperations, space/kscience/kmath/operations/FieldOps, space/kscience/kmath/operations/PowerOperations, space/kscience/kmath/operations/ScaleOperations, space/kscience/kmath/operations/TrigonometricOperations { public fun tan (Ljava/lang/Object;)Ljava/lang/Object; public fun tanh (Ljava/lang/Object;)Ljava/lang/Object; public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; @@ -1693,6 +1926,7 @@ public final class space/kscience/kmath/operations/FloatField : space/kscience/k public synthetic fun divide (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun exp (F)Ljava/lang/Float; public synthetic fun exp (Ljava/lang/Object;)Ljava/lang/Object; + public fun getBufferFactory ()Lspace/kscience/kmath/structures/MutableBufferFactory; public fun getOne ()Ljava/lang/Float; public synthetic fun getOne ()Ljava/lang/Object; public fun getZero ()Ljava/lang/Float; @@ -1755,6 +1989,7 @@ public final class space/kscience/kmath/operations/IntRing : space/kscience/kmat public static final field INSTANCE Lspace/kscience/kmath/operations/IntRing; public fun add (II)Ljava/lang/Integer; public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; + public fun getBufferFactory ()Lspace/kscience/kmath/structures/MutableBufferFactory; public fun getOne ()Ljava/lang/Integer; public synthetic fun getOne ()Ljava/lang/Object; public fun getZero ()Ljava/lang/Integer; @@ -1833,9 +2068,6 @@ public final class space/kscience/kmath/operations/JBigIntegerField : space/ksci public fun unaryMinus (Ljava/math/BigInteger;)Ljava/math/BigInteger; } -public abstract interface annotation class space/kscience/kmath/operations/KMathContext : java/lang/annotation/Annotation { -} - public final class space/kscience/kmath/operations/LogicAlgebra$Companion { public final fun getFALSE ()Lspace/kscience/kmath/expressions/Symbol; public final fun getTRUE ()Lspace/kscience/kmath/expressions/Symbol; @@ -1845,6 +2077,7 @@ public final class space/kscience/kmath/operations/LongRing : space/kscience/kma public static final field INSTANCE Lspace/kscience/kmath/operations/LongRing; public fun add (JJ)Ljava/lang/Long; public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; + public fun getBufferFactory ()Lspace/kscience/kmath/structures/MutableBufferFactory; public fun getOne ()Ljava/lang/Long; public synthetic fun getOne ()Ljava/lang/Object; public fun getZero ()Ljava/lang/Long; @@ -1938,6 +2171,7 @@ public final class space/kscience/kmath/operations/ShortRing : space/kscience/km public static final field INSTANCE Lspace/kscience/kmath/operations/ShortRing; public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun add (SS)Ljava/lang/Short; + public fun getBufferFactory ()Lspace/kscience/kmath/structures/MutableBufferFactory; public synthetic fun getOne ()Ljava/lang/Object; public fun getOne ()Ljava/lang/Short; public synthetic fun getZero ()Ljava/lang/Object; @@ -2001,11 +2235,11 @@ public final class space/kscience/kmath/structures/ArrayBufferKt { public static final fun asBuffer ([Ljava/lang/Object;)Lspace/kscience/kmath/structures/ArrayBuffer; } -public abstract interface class space/kscience/kmath/structures/Buffer { +public abstract interface class space/kscience/kmath/structures/Buffer : space/kscience/kmath/operations/WithSize { public static final field Companion Lspace/kscience/kmath/structures/Buffer$Companion; public abstract fun get (I)Ljava/lang/Object; public abstract fun getSize ()I - public abstract fun iterator ()Ljava/util/Iterator; + public fun iterator ()Ljava/util/Iterator; public abstract fun toString ()Ljava/lang/String; } @@ -2016,14 +2250,95 @@ public final class space/kscience/kmath/structures/Buffer$Companion { public final fun toString (Lspace/kscience/kmath/structures/Buffer;)Ljava/lang/String; } +public final class space/kscience/kmath/structures/BufferExpanded : space/kscience/kmath/structures/BufferView { + public fun (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Object;II)V + public synthetic fun (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Object;IIILkotlin/jvm/internal/DefaultConstructorMarker;)V + public fun get (I)Ljava/lang/Object; + public final fun getOffset ()I + public fun getOrigin ()Lspace/kscience/kmath/structures/Buffer; + public fun getSize ()I + public fun toString ()Ljava/lang/String; +} + +public abstract interface class space/kscience/kmath/structures/BufferFactory { + public static final field Companion Lspace/kscience/kmath/structures/BufferFactory$Companion; + public abstract fun invoke (ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/Buffer; +} + +public final class space/kscience/kmath/structures/BufferFactory$Companion { + public final fun boxing ()Lspace/kscience/kmath/structures/BufferFactory; +} + public final class space/kscience/kmath/structures/BufferKt { public static final fun asReadOnly (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public static final fun first (Lspace/kscience/kmath/structures/Buffer;)Ljava/lang/Object; + public static final fun get-Qn1smSk (Lspace/kscience/kmath/structures/Buffer;I)Ljava/lang/Object; public static final fun getIndices (Lspace/kscience/kmath/structures/Buffer;)Lkotlin/ranges/IntRange; + public static final fun getOrNull (Lspace/kscience/kmath/structures/Buffer;I)Ljava/lang/Object; public static final fun last (Lspace/kscience/kmath/structures/Buffer;)Ljava/lang/Object; } -public final class space/kscience/kmath/structures/DoubleBuffer : space/kscience/kmath/structures/MutableBuffer { +public final class space/kscience/kmath/structures/BufferPrimitiveAccessKt { +} + +public final class space/kscience/kmath/structures/BufferSlice : space/kscience/kmath/structures/BufferView { + public fun (Lspace/kscience/kmath/structures/Buffer;II)V + public synthetic fun (Lspace/kscience/kmath/structures/Buffer;IIILkotlin/jvm/internal/DefaultConstructorMarker;)V + public fun get (I)Ljava/lang/Object; + public final fun getOffset ()I + public fun getOrigin ()Lspace/kscience/kmath/structures/Buffer; + public fun getSize ()I + public fun iterator ()Ljava/util/Iterator; + public fun toString ()Ljava/lang/String; +} + +public abstract interface class space/kscience/kmath/structures/BufferView : space/kscience/kmath/structures/Buffer { + public fun get (I)Ljava/lang/Object; + public abstract fun getOrigin ()Lspace/kscience/kmath/structures/Buffer; +} + +public final class space/kscience/kmath/structures/BufferViewKt { + public static final fun expand (Lspace/kscience/kmath/structures/Buffer;Lkotlin/ranges/IntRange;Ljava/lang/Object;)Lspace/kscience/kmath/structures/BufferView; + public static final fun permute (Lspace/kscience/kmath/structures/Buffer;[I)Lspace/kscience/kmath/structures/PermutedBuffer; + public static final fun permute (Lspace/kscience/kmath/structures/MutableBuffer;[I)Lspace/kscience/kmath/structures/PermutedMutableBuffer; + public static final fun slice (Lspace/kscience/kmath/structures/Buffer;Lkotlin/ranges/IntRange;)Lspace/kscience/kmath/structures/BufferView; +} + +public final class space/kscience/kmath/structures/ByteBuffer : space/kscience/kmath/structures/MutableBuffer { + public static final synthetic fun box-impl ([B)Lspace/kscience/kmath/structures/ByteBuffer; + public static fun constructor-impl ([B)[B + public fun copy ()Lspace/kscience/kmath/structures/MutableBuffer; + public static fun copy-impl ([B)Lspace/kscience/kmath/structures/MutableBuffer; + public fun equals (Ljava/lang/Object;)Z + public static fun equals-impl ([BLjava/lang/Object;)Z + public static final fun equals-impl0 ([B[B)Z + public fun get (I)Ljava/lang/Byte; + public synthetic fun get (I)Ljava/lang/Object; + public static fun get-impl ([BI)Ljava/lang/Byte; + public final fun getArray ()[B + public fun getSize ()I + public static fun getSize-impl ([B)I + public fun hashCode ()I + public static fun hashCode-impl ([B)I + public synthetic fun iterator ()Ljava/util/Iterator; + public fun iterator ()Lkotlin/collections/ByteIterator; + public static fun iterator-impl ([B)Lkotlin/collections/ByteIterator; + public fun set (IB)V + public synthetic fun set (ILjava/lang/Object;)V + public static fun set-impl ([BIB)V + public fun toString ()Ljava/lang/String; + public static fun toString-impl ([B)Ljava/lang/String; + public final synthetic fun unbox-impl ()[B +} + +public final class space/kscience/kmath/structures/ByteBufferKt { + public static final fun ByteBuffer (ILkotlin/jvm/functions/Function1;)[B + public static final fun ByteBuffer ([B)[B + public static final fun asBuffer ([B)[B + public static final fun toByteArray (Lspace/kscience/kmath/structures/Buffer;)[B +} + +public final class space/kscience/kmath/structures/DoubleBuffer : space/kscience/kmath/structures/PrimitiveBuffer { public static final field Companion Lspace/kscience/kmath/structures/DoubleBuffer$Companion; public static final synthetic fun box-impl ([D)Lspace/kscience/kmath/structures/DoubleBuffer; public static fun constructor-impl ([D)[D @@ -2060,8 +2375,14 @@ public final class space/kscience/kmath/structures/DoubleBufferKt { public static final fun DoubleBuffer (ILkotlin/jvm/functions/Function1;)[D public static final fun DoubleBuffer ([D)[D public static final fun asBuffer ([D)[D - public static final fun contentEquals-2c9zdjM ([D[D)Z public static final fun toDoubleArray (Lspace/kscience/kmath/structures/Buffer;)[D + public static final fun toDoubleBuffer (Lspace/kscience/kmath/structures/Buffer;)[D +} + +public abstract interface class space/kscience/kmath/structures/DoubleBufferTransform : space/kscience/kmath/operations/BufferTransform { + public synthetic fun transform (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; + public abstract fun transform-7Zdoou4 ([D)[D + public fun transform-Udx-57Q (Lspace/kscience/kmath/structures/Buffer;)[D } public abstract interface class space/kscience/kmath/structures/FlaggedBuffer : space/kscience/kmath/structures/Buffer { @@ -2087,7 +2408,7 @@ public final class space/kscience/kmath/structures/FlaggedDoubleBuffer : space/k public fun toString ()Ljava/lang/String; } -public final class space/kscience/kmath/structures/FloatBuffer : space/kscience/kmath/structures/MutableBuffer { +public final class space/kscience/kmath/structures/FloatBuffer : space/kscience/kmath/structures/PrimitiveBuffer { public static final synthetic fun box-impl ([F)Lspace/kscience/kmath/structures/FloatBuffer; public static fun constructor-impl ([F)[F public fun copy ()Lspace/kscience/kmath/structures/MutableBuffer; @@ -2121,11 +2442,12 @@ public final class space/kscience/kmath/structures/FloatBufferKt { public static final fun toFloatArray (Lspace/kscience/kmath/structures/Buffer;)[F } -public final class space/kscience/kmath/structures/IntBuffer : space/kscience/kmath/structures/MutableBuffer { +public final class space/kscience/kmath/structures/IntBuffer : space/kscience/kmath/structures/PrimitiveBuffer { public static final synthetic fun box-impl ([I)Lspace/kscience/kmath/structures/IntBuffer; public static fun constructor-impl ([I)[I - public fun copy ()Lspace/kscience/kmath/structures/MutableBuffer; - public static fun copy-impl ([I)Lspace/kscience/kmath/structures/MutableBuffer; + public synthetic fun copy ()Lspace/kscience/kmath/structures/MutableBuffer; + public fun copy-ir4F4A8 ()[I + public static fun copy-ir4F4A8 ([I)[I public fun equals (Ljava/lang/Object;)Z public static fun equals-impl ([ILjava/lang/Object;)Z public static final fun equals-impl0 ([I[I)Z @@ -2170,7 +2492,7 @@ public final class space/kscience/kmath/structures/ListBufferKt { public static final fun asMutableBuffer (Ljava/util/List;)Ljava/util/List; } -public final class space/kscience/kmath/structures/LongBuffer : space/kscience/kmath/structures/MutableBuffer { +public final class space/kscience/kmath/structures/LongBuffer : space/kscience/kmath/structures/PrimitiveBuffer { public static final synthetic fun box-impl ([J)Lspace/kscience/kmath/structures/LongBuffer; public static fun constructor-impl ([J)[J public fun copy ()Lspace/kscience/kmath/structures/MutableBuffer; @@ -2236,6 +2558,15 @@ public final class space/kscience/kmath/structures/MutableBuffer$Companion { public final fun short-1yRgbGw (ILkotlin/jvm/functions/Function1;)[S } +public abstract interface class space/kscience/kmath/structures/MutableBufferFactory : space/kscience/kmath/structures/BufferFactory { + public static final field Companion Lspace/kscience/kmath/structures/MutableBufferFactory$Companion; + public abstract fun invoke (ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/MutableBuffer; +} + +public final class space/kscience/kmath/structures/MutableBufferFactory$Companion { + public final fun boxing ()Lspace/kscience/kmath/structures/MutableBufferFactory; +} + public final class space/kscience/kmath/structures/MutableListBuffer : space/kscience/kmath/structures/MutableBuffer { public static final synthetic fun box-impl (Ljava/util/List;)Lspace/kscience/kmath/structures/MutableListBuffer; public static fun constructor-impl (ILkotlin/jvm/functions/Function1;)Ljava/util/List; @@ -2273,6 +2604,30 @@ public final class space/kscience/kmath/structures/MutableMemoryBuffer$Companion public final fun create (Lspace/kscience/kmath/memory/MemorySpec;ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/MutableMemoryBuffer; } +public final class space/kscience/kmath/structures/PermutedBuffer : space/kscience/kmath/structures/BufferView { + public fun (Lspace/kscience/kmath/structures/Buffer;[I)V + public fun get (I)Ljava/lang/Object; + public fun getOrigin ()Lspace/kscience/kmath/structures/Buffer; + public fun getSize ()I + public fun iterator ()Ljava/util/Iterator; + public fun toString ()Ljava/lang/String; +} + +public final class space/kscience/kmath/structures/PermutedMutableBuffer : space/kscience/kmath/structures/BufferView, space/kscience/kmath/structures/MutableBuffer { + public fun (Lspace/kscience/kmath/structures/MutableBuffer;[I)V + public fun copy ()Lspace/kscience/kmath/structures/MutableBuffer; + public fun get (I)Ljava/lang/Object; + public synthetic fun getOrigin ()Lspace/kscience/kmath/structures/Buffer; + public fun getOrigin ()Lspace/kscience/kmath/structures/MutableBuffer; + public fun getSize ()I + public fun iterator ()Ljava/util/Iterator; + public fun set (ILjava/lang/Object;)V + public fun toString ()Ljava/lang/String; +} + +public abstract interface class space/kscience/kmath/structures/PrimitiveBuffer : space/kscience/kmath/structures/MutableBuffer { +} + public final class space/kscience/kmath/structures/ReadOnlyBuffer : space/kscience/kmath/structures/Buffer { public static final synthetic fun box-impl (Lspace/kscience/kmath/structures/MutableBuffer;)Lspace/kscience/kmath/structures/ReadOnlyBuffer; public static fun constructor-impl (Lspace/kscience/kmath/structures/MutableBuffer;)Lspace/kscience/kmath/structures/MutableBuffer; diff --git a/kmath-core/build.gradle.kts b/kmath-core/build.gradle.kts index 600b0b8ce..4ecff77aa 100644 --- a/kmath-core/build.gradle.kts +++ b/kmath-core/build.gradle.kts @@ -6,23 +6,7 @@ kscience{ jvm() js() native() - wasm{ - browser { - testTask { - useKarma { - this.webpackConfig.experiments.add("topLevelAwait") - useChromeHeadless() - useConfigDirectory(project.projectDir.resolve("karma.config.d").resolve("wasm")) - } - } - } - } - - wasmTest{ - dependencies { - implementation(kotlin("test")) - } - } + wasm() dependencies { api(projects.kmathMemory) diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/collections.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/collections.kt index afa76d2a9..f630055fa 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/collections.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/collections.kt @@ -9,7 +9,7 @@ package space.kscience.kmath.misc * The same as [zipWithNext], but includes link between last and first element */ public inline fun List.zipWithNextCircular(transform: (a: T, b: T) -> R): List { - if (isEmpty()) return emptyList() + if (size < 2) return emptyList() return indices.map { i -> if (i == size - 1) { transform(last(), first()) @@ -19,4 +19,4 @@ public inline fun List.zipWithNextCircular(transform: (a: T, b: T) -> } } -public fun List.zipWithNextCircular(): List> = zipWithNextCircular { l, r -> l to r } \ No newline at end of file +public fun List.zipWithNextCircular(): List> = zipWithNextCircular { l, r -> l to r } \ No newline at end of file diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/bufferPrimitiveAccess.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/bufferPrimitiveAccess.kt index 791d7d16f..353892105 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/bufferPrimitiveAccess.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/bufferPrimitiveAccess.kt @@ -5,7 +5,6 @@ import space.kscience.kmath.UnstableKMathAPI /** * Non-boxing access to primitive [Double] */ - @UnstableKMathAPI public fun Buffer.getDouble(index: Int): Double = if (this is BufferView) { val originIndex = originIndex(index) diff --git a/kmath-coroutines/src/commonMain/kotlin/space/kscience/kmath/streaming/BufferFlow.kt b/kmath-coroutines/src/commonMain/kotlin/space/kscience/kmath/streaming/BufferFlow.kt index ccd329064..2cc8b8393 100644 --- a/kmath-coroutines/src/commonMain/kotlin/space/kscience/kmath/streaming/BufferFlow.kt +++ b/kmath-coroutines/src/commonMain/kotlin/space/kscience/kmath/streaming/BufferFlow.kt @@ -7,6 +7,7 @@ package space.kscience.kmath.streaming +import kotlinx.coroutines.ExperimentalCoroutinesApi import kotlinx.coroutines.FlowPreview import kotlinx.coroutines.flow.Flow import kotlinx.coroutines.flow.asFlow @@ -25,6 +26,7 @@ public fun Buffer.asFlow(): Flow = iterator().asFlow() /** * Flat map a [Flow] of [Buffer] into continuous [Flow] of elements */ +@OptIn(ExperimentalCoroutinesApi::class) public fun Flow>.spread(): Flow = flatMapConcat { it.asFlow() } /** diff --git a/kmath-functions/build.gradle.kts b/kmath-functions/build.gradle.kts index acabd1eb9..4ec52f5ee 100644 --- a/kmath-functions/build.gradle.kts +++ b/kmath-functions/build.gradle.kts @@ -7,23 +7,9 @@ kscience{ js() native() - wasm{ - browser { - testTask { - useKarma { - this.webpackConfig.experiments.add("topLevelAwait") - useChromeHeadless() - useConfigDirectory(project.projectDir.resolve("karma.config.d").resolve("wasm")) - } - } - } - } + wasm() + - wasmTest{ - dependencies { - implementation(kotlin("test")) - } - } dependencies { api(projects.kmathCore) diff --git a/kmath-geometry/src/commonTest/kotlin/space/kscience/kmath/geometry/RotationTest.kt b/kmath-geometry/src/commonTest/kotlin/space/kscience/kmath/geometry/RotationTest.kt index 6177382a2..c7c202a70 100644 --- a/kmath-geometry/src/commonTest/kotlin/space/kscience/kmath/geometry/RotationTest.kt +++ b/kmath-geometry/src/commonTest/kotlin/space/kscience/kmath/geometry/RotationTest.kt @@ -44,7 +44,9 @@ class RotationTest { @Test fun fromEuler() { val q = Quaternion.fromEuler(0.1.radians, 0.2.radians, 0.3.radians, RotationOrder.ZXY) - assertBufferEquals(DoubleBuffer(0.9818562, 0.0342708, 0.1060205, 0.1534393), q) + + val q1 = Quaternion.fromEuler(0.1.radians, 0.2.radians, 0.3.radians, RotationOrder.XYZ) + assertBufferEquals(DoubleBuffer(0.9818562, 0.0640713, 0.0911575, 0.1534393), q1) } } \ No newline at end of file diff --git a/kmath-jafama/build.gradle.kts b/kmath-jafama/build.gradle.kts index da77f469d..5a77a97ed 100644 --- a/kmath-jafama/build.gradle.kts +++ b/kmath-jafama/build.gradle.kts @@ -20,8 +20,4 @@ readme { feature("jafama-double", "src/main/kotlin/space/kscience/kmath/jafama/") { "Double ExtendedField implementations based on Jafama" } -} - -kotlin.sourceSets.all { - languageSettings.optIn("space.kscience.kmath.misc.UnstableKMathAPI") -} +} \ No newline at end of file diff --git a/kmath-jupyter/build.gradle.kts b/kmath-jupyter/build.gradle.kts index a600261b3..a0e217177 100644 --- a/kmath-jupyter/build.gradle.kts +++ b/kmath-jupyter/build.gradle.kts @@ -14,10 +14,6 @@ readme { maturity = space.kscience.gradle.Maturity.PROTOTYPE } -kotlin.sourceSets.all { - languageSettings.optIn("space.kscience.kmath.misc.UnstableKMathAPI") -} - tasks.processJupyterApiResources { libraryProducers = listOf("space.kscience.kmath.jupyter.KMathJupyter") } diff --git a/kmath-kotlingrad/build.gradle.kts b/kmath-kotlingrad/build.gradle.kts index cf4a4bc1d..56e191360 100644 --- a/kmath-kotlingrad/build.gradle.kts +++ b/kmath-kotlingrad/build.gradle.kts @@ -5,7 +5,7 @@ plugins { kotlin.sourceSets .filter { it.name.contains("test", true) } .map(org.jetbrains.kotlin.gradle.plugin.KotlinSourceSet::languageSettings) - .forEach { it.optIn("space.kscience.kmath.misc.UnstableKMathAPI") } + .forEach { it.optIn("space.kscience.kmath.UnstableKMathAPI") } description = "Kotlin∇ integration module" diff --git a/kmath-kotlingrad/src/test/kotlin/space/kscience/kmath/kotlingrad/AdaptingTests.kt b/kmath-kotlingrad/src/test/kotlin/space/kscience/kmath/kotlingrad/AdaptingTests.kt index 042777c8a..ccd89f063 100644 --- a/kmath-kotlingrad/src/test/kotlin/space/kscience/kmath/kotlingrad/AdaptingTests.kt +++ b/kmath-kotlingrad/src/test/kotlin/space/kscience/kmath/kotlingrad/AdaptingTests.kt @@ -6,6 +6,7 @@ package space.kscience.kmath.kotlingrad import ai.hypergraph.kotlingrad.api.* +import space.kscience.kmath.UnstableKMathAPI import space.kscience.kmath.asm.compileToExpression import space.kscience.kmath.ast.parseMath import space.kscience.kmath.expressions.MstNumericAlgebra @@ -17,6 +18,7 @@ import kotlin.test.assertEquals import kotlin.test.assertTrue import kotlin.test.fail +@OptIn(UnstableKMathAPI::class) internal class AdaptingTests { @Test fun symbol() { diff --git a/kmath-memory/api/kmath-memory.api b/kmath-memory/api/kmath-memory.api index 9c9641461..cebb04af2 100644 --- a/kmath-memory/api/kmath-memory.api +++ b/kmath-memory/api/kmath-memory.api @@ -1,3 +1,14 @@ +public abstract interface annotation class space/kscience/kmath/PerformancePitfall : java/lang/annotation/Annotation { + public abstract fun message ()Ljava/lang/String; +} + +public abstract interface annotation class space/kscience/kmath/UnsafeKMathAPI : java/lang/annotation/Annotation { + public abstract fun message ()Ljava/lang/String; +} + +public abstract interface annotation class space/kscience/kmath/UnstableKMathAPI : java/lang/annotation/Annotation { +} + public final class space/kscience/kmath/memory/ByteBufferMemory : space/kscience/kmath/memory/Memory { public fun (Ljava/nio/ByteBuffer;II)V public synthetic fun (Ljava/nio/ByteBuffer;IIILkotlin/jvm/internal/DefaultConstructorMarker;)V @@ -36,7 +47,8 @@ public final class space/kscience/kmath/memory/MemoryKt { public static final fun write (Lspace/kscience/kmath/memory/Memory;Lkotlin/jvm/functions/Function1;)V } -public abstract interface class space/kscience/kmath/memory/MemoryReader { +public abstract interface class space/kscience/kmath/memory/MemoryReader : java/lang/AutoCloseable { + public abstract fun close ()V public abstract fun getMemory ()Lspace/kscience/kmath/memory/Memory; public abstract fun readByte (I)B public abstract fun readDouble (I)D @@ -44,7 +56,6 @@ public abstract interface class space/kscience/kmath/memory/MemoryReader { public abstract fun readInt (I)I public abstract fun readLong (I)J public abstract fun readShort (I)S - public abstract fun release ()V } public abstract interface class space/kscience/kmath/memory/MemorySpec { @@ -59,9 +70,9 @@ public final class space/kscience/kmath/memory/MemorySpecKt { public static final fun writeArray (Lspace/kscience/kmath/memory/MemoryWriter;Lspace/kscience/kmath/memory/MemorySpec;I[Ljava/lang/Object;)V } -public abstract interface class space/kscience/kmath/memory/MemoryWriter { +public abstract interface class space/kscience/kmath/memory/MemoryWriter : java/lang/AutoCloseable { + public abstract fun close ()V public abstract fun getMemory ()Lspace/kscience/kmath/memory/Memory; - public abstract fun release ()V public abstract fun writeByte (IB)V public abstract fun writeDouble (ID)V public abstract fun writeFloat (IF)V diff --git a/kmath-memory/build.gradle.kts b/kmath-memory/build.gradle.kts index 4e5370c0f..fe422f751 100644 --- a/kmath-memory/build.gradle.kts +++ b/kmath-memory/build.gradle.kts @@ -6,23 +6,7 @@ kscience { jvm() js() native() - wasm{ - browser { - testTask { - useKarma { - this.webpackConfig.experiments.add("topLevelAwait") - useChromeHeadless() - useConfigDirectory(project.projectDir.resolve("karma.config.d").resolve("wasm")) - } - } - } - } - - wasmTest{ - dependencies { - implementation(kotlin("test")) - } - } + wasm() } readme { diff --git a/kmath-optimization/build.gradle.kts b/kmath-optimization/build.gradle.kts index 0a8e47728..7250d1f72 100644 --- a/kmath-optimization/build.gradle.kts +++ b/kmath-optimization/build.gradle.kts @@ -9,9 +9,6 @@ kscience{ } kotlin.sourceSets { - all { - languageSettings.optIn("space.kscience.kmath.misc.UnstableKMathAPI") - } commonMain { dependencies { diff --git a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/distributions/NormalDistribution.kt b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/distributions/NormalDistribution.kt index ca3537005..ae814254b 100644 --- a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/distributions/NormalDistribution.kt +++ b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/distributions/NormalDistribution.kt @@ -6,6 +6,7 @@ package space.kscience.kmath.distributions import space.kscience.kmath.chains.Chain +import space.kscience.kmath.operations.DoubleField.pow import space.kscience.kmath.random.RandomGenerator import space.kscience.kmath.samplers.GaussianSampler import space.kscience.kmath.samplers.InternalErf @@ -34,8 +35,23 @@ public class NormalDistribution(public val sampler: GaussianSampler) : Distribut } } - private companion object { + public companion object { private val SQRT2 = sqrt(2.0) + + /** + * Zelen & Severo approximation for the standard normal CDF. + * The error upper boundary by 7.5 * 10e-8. + */ + public fun zSNormalCDF(x: Double): Double { + val t = 1 / (1 + 0.2316419 * abs(x)) + val sum = 0.319381530 * t - + 0.356563782 * t.pow(2) + + 1.781477937 * t.pow(3) - + 1.821255978 * t.pow(4) + + 1.330274429 * t.pow(5) + val temp = sum * exp(-abs(x).pow(2) / 2) / (2 * PI).pow(0.5) + return if (x >= 0) 1 - temp else temp + } } } diff --git a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/series/SeriesAlgebra.kt b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/series/SeriesAlgebra.kt index 3ccbca5a1..cabff25e6 100644 --- a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/series/SeriesAlgebra.kt +++ b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/series/SeriesAlgebra.kt @@ -191,7 +191,7 @@ public open class SeriesAlgebra, out BA : BufferAlgebra crossinline operation: A.(left: T, right: T) -> T, ): Series { val newRange = offsetIndices.intersect(other.offsetIndices) - return seriesByOffset(startOffset = newRange.first, size = newRange.last - newRange.first) { offset -> + return seriesByOffset(startOffset = newRange.first, size = newRange.last + 1 - newRange.first) { offset -> elementAlgebra.operation( getByOffset(offset), other.getByOffset(offset) @@ -199,12 +199,25 @@ public open class SeriesAlgebra, out BA : BufferAlgebra } } + /** + * Zip buffer with itself, but shifted + * */ + public inline fun Buffer.zipWithShift( + shift: Int = 1, + crossinline operation: A.(left: T, right: T) -> T + ): Buffer { + val shifted = this.moveBy(shift) + return zip(shifted, operation) + } + override fun Buffer.unaryMinus(): Buffer = map { -it } override fun add(left: Buffer, right: Buffer): Series = left.zip(right) { l, r -> l + r } override fun multiply(left: Buffer, right: Buffer): Buffer = left.zip(right) { l, r -> l * r } + public fun Buffer.difference(shift: Int=1): Buffer = this.zipWithShift(shift) {l, r -> r - l} + public companion object } diff --git a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/series/VarianceRatioTest.kt b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/series/VarianceRatioTest.kt new file mode 100644 index 000000000..4becb3413 --- /dev/null +++ b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/series/VarianceRatioTest.kt @@ -0,0 +1,82 @@ +/* + * Copyright 2018-2023 KMath contributors. + * Use of this source code is governed by the Apache 2.0 license that can be found in the license/LICENSE.txt file. + */ + +package space.kscience.kmath.series + +import space.kscience.kmath.distributions.NormalDistribution +import space.kscience.kmath.operations.DoubleField.pow +import space.kscience.kmath.operations.fold +import kotlin.math.absoluteValue + + +/** + * Container class for Variance Ratio Test result: + * ratio itself, corresponding Z-score, also it's p-value + */ +public data class VarianceRatioTestResult( + val varianceRatio: Double = 1.0, + val zScore: Double = 0.0, + val pValue: Double = 0.5, +) + + +/** + * Calculates the Z-statistic and the p-value for the Lo and MacKinlay's Variance Ratio test (1987) + * under Homoscedastic or Heteroscedstic assumptions + * with two-sided p-value test + * https://ssrn.com/abstract=346975 + * + * @author https://github.com/mrFendel + */ +public fun SeriesAlgebra.varianceRatioTest( + series: Series, + shift: Int, + homoscedastic: Boolean = true, +): VarianceRatioTestResult { + + require(shift > 1) { "Shift must be greater than one" } + require(shift < series.size) { "Shift must be smaller than sample size" } + val sum = { x: Double, y: Double -> x + y } + + + val mean = series.fold(0.0, sum) / series.size + val demeanedSquares = series.map { (it - mean).pow(2) } + val variance = demeanedSquares.fold(0.0, sum) + if (variance == 0.0) return VarianceRatioTestResult() + + + var seriesAgg = series + for (i in 1.. v1 + v2 } + } + + val demeanedSquaresAgg = seriesAgg.map { (it - shift * mean).pow(2) } + val varianceAgg = demeanedSquaresAgg.fold(0.0, sum) + + val varianceRatio = + varianceAgg * (series.size.toDouble() - 1) / variance / (series.size.toDouble() - shift.toDouble() + 1) / (1 - shift.toDouble() / series.size.toDouble()) / shift.toDouble() + + + // calculating asymptotic variance + val phi = if (homoscedastic) { // under homoscedastic null hypothesis + 2 * (2 * shift - 1.0) * (shift - 1.0) / (3 * shift * series.size) + } else { // under heteroscedastic null hypothesis + var accumulator = 0.0 + for (j in 1.. v1 * v2 }.fold(0.0, sum) / variance.pow(2) + accumulator += delta * 4 * (shift - j).toDouble().pow(2) / shift.toDouble().pow(2) + } + accumulator + } + + val zScore = (varianceRatio - 1) / phi.pow(0.5) + val pValue = 2 * (1 - NormalDistribution.zSNormalCDF(zScore.absoluteValue)) + return VarianceRatioTestResult(varianceRatio, zScore, pValue) +} + + + + diff --git a/kmath-stat/src/commonTest/kotlin/space/kscience/kmath/series/TestVarianceRatioTest.kt b/kmath-stat/src/commonTest/kotlin/space/kscience/kmath/series/TestVarianceRatioTest.kt new file mode 100644 index 000000000..afc0d541d --- /dev/null +++ b/kmath-stat/src/commonTest/kotlin/space/kscience/kmath/series/TestVarianceRatioTest.kt @@ -0,0 +1,72 @@ +/* + * Copyright 2018-2023 KMath contributors. + * Use of this source code is governed by the Apache 2.0 license that can be found in the license/LICENSE.txt file. + */ + +package space.kscience.kmath.series + +import space.kscience.kmath.operations.algebra +import space.kscience.kmath.operations.bufferAlgebra +import kotlin.math.PI +import kotlin.test.Test +import kotlin.test.assertEquals + +class TestVarianceRatioTest { + + @Test + fun monotonicData() { + with(Double.algebra.bufferAlgebra.seriesAlgebra()) { + val monotonicData = series(10) { it * 1.0 } + val resultHomo = varianceRatioTest(monotonicData, 2, homoscedastic = true) + assertEquals(1.818181, resultHomo.varianceRatio, 1e-6) + // homoscedastic zScore + assertEquals(2.587318, resultHomo.zScore, 1e-6) + assertEquals(.0096, resultHomo.pValue, 1e-4) + val resultHetero = varianceRatioTest(monotonicData, 2, homoscedastic = false) + // heteroscedastic zScore + assertEquals(0.819424, resultHetero.zScore, 1e-6) + assertEquals(.4125, resultHetero.pValue, 1e-4) + } + } + + @Test + fun volatileData() { + with(Double.algebra.bufferAlgebra.seriesAlgebra()) { + val volatileData = series(10) { sin(PI * it + PI/2) + 1.0} + val resultHomo = varianceRatioTest(volatileData, 2) + assertEquals(0.0, resultHomo.varianceRatio, 1e-6) + // homoscedastic zScore + assertEquals(-3.162277, resultHomo.zScore, 1e-6) + assertEquals(.0015, resultHomo.pValue, 1e-4) + val resultHetero = varianceRatioTest(volatileData, 2, homoscedastic = false) + // heteroscedastic zScore + assertEquals(-1.0540925, resultHetero.zScore, 1e-6) + assertEquals(.2918, resultHetero.pValue, 1e-4) + } + } + + @Test + fun negativeData() { + with(Double.algebra.bufferAlgebra.seriesAlgebra()) { + val negativeData = series(10) { sin(it * 1.2)} + val resultHomo = varianceRatioTest(negativeData, 3) + assertEquals(1.240031, resultHomo.varianceRatio, 1e-6) + // homoscedastic zScore + assertEquals(0.509183, resultHomo.zScore, 1e-6) + val resultHetero = varianceRatioTest(negativeData, 3, homoscedastic = false) + // heteroscedastic zScore + assertEquals(0.209202, resultHetero.zScore, 1e-6) + } + } + + @Test + fun zeroVolatility() { + with(Double.algebra.bufferAlgebra.seriesAlgebra()) { + val zeroVolData = series(10) { 0.0 } + val result = varianceRatioTest(zeroVolData, 4) + assertEquals(1.0, result.varianceRatio, 1e-6) + assertEquals(0.0, result.zScore, 1e-6) + assertEquals(0.5, result.pValue, 1e-4) + } + } +} \ No newline at end of file diff --git a/kmath-tensors/build.gradle.kts b/kmath-tensors/build.gradle.kts index 7a556ddb6..79c39bae7 100644 --- a/kmath-tensors/build.gradle.kts +++ b/kmath-tensors/build.gradle.kts @@ -14,13 +14,6 @@ kscience{ } kotlin.sourceSets { - all { - languageSettings.optIn("space.kscience.kmath.UnstableKMathAPI") - } - - filter { it.name.contains("test", true) } - .map(org.jetbrains.kotlin.gradle.plugin.KotlinSourceSet::languageSettings) - .forEach { it.optIn("space.kscience.kmath.PerformancePitfall") } commonMain { dependencies { diff --git a/kmath-viktor/api/kmath-viktor.api b/kmath-viktor/api/kmath-viktor.api index 3bb7c3b21..39ae1f84c 100644 --- a/kmath-viktor/api/kmath-viktor.api +++ b/kmath-viktor/api/kmath-viktor.api @@ -29,7 +29,7 @@ public class space/kscience/kmath/viktor/ViktorFieldND : space/kscience/kmath/vi public synthetic fun getOne ()Ljava/lang/Object; public synthetic fun getOne ()Lspace/kscience/kmath/nd/StructureND; public fun getOne ()Lspace/kscience/kmath/viktor/ViktorStructureND; - public fun getShape ()[I + public fun getShape-IIYLAfE ()[I public synthetic fun getZero ()Ljava/lang/Object; public synthetic fun getZero ()Lspace/kscience/kmath/nd/StructureND; public fun getZero ()Lspace/kscience/kmath/viktor/ViktorStructureND; @@ -85,8 +85,8 @@ public class space/kscience/kmath/viktor/ViktorFieldOpsND : space/kscience/kmath public fun sin (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object; public fun sinh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; - public synthetic fun structureND ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND; - public fun structureND ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/viktor/ViktorStructureND; + public synthetic fun structureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND; + public fun structureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/viktor/ViktorStructureND; public synthetic fun tan (Ljava/lang/Object;)Ljava/lang/Object; public fun tan (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; @@ -112,7 +112,7 @@ public final class space/kscience/kmath/viktor/ViktorStructureND : space/kscienc public fun get ([I)Ljava/lang/Double; public synthetic fun get ([I)Ljava/lang/Object; public final fun getF64Buffer ()Lorg/jetbrains/bio/viktor/F64Array; - public fun getShape ()[I + public fun getShape-IIYLAfE ()[I public fun set ([ID)V public synthetic fun set ([ILjava/lang/Object;)V } diff --git a/test-utils/README.md b/test-utils/README.md new file mode 100644 index 000000000..6ff8b98e8 --- /dev/null +++ b/test-utils/README.md @@ -0,0 +1,4 @@ +# Module test-utils + + + diff --git a/test-utils/api/test-utils.api b/test-utils/api/test-utils.api new file mode 100644 index 000000000..fc812a9a6 --- /dev/null +++ b/test-utils/api/test-utils.api @@ -0,0 +1,32 @@ +public final class space/kscience/kmath/testutils/AssertsKt { + public static final fun assertBufferEquals (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;D)V + public static synthetic fun assertBufferEquals$default (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;DILjava/lang/Object;)V +} + +public final class space/kscience/kmath/testutils/BufferEqualityKt { + public static final fun contentEquals-2c9zdjM ([D[D)Z + public static final fun contentEqualsArray ([D[D)Z + public static final fun contentEqualsBuffer ([D[D)Z +} + +public final class space/kscience/kmath/testutils/FieldVerifier : space/kscience/kmath/testutils/RingVerifier { + public fun (Lspace/kscience/kmath/operations/Field;Ljava/lang/Object;Ljava/lang/Object;Ljava/lang/Object;Ljava/lang/Number;)V + public fun verify ()V +} + +public class space/kscience/kmath/testutils/RingVerifier : space/kscience/kmath/testutils/SpaceVerifier { + public fun (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Object;Ljava/lang/Object;Ljava/lang/Number;)V + public fun verify ()V +} + +public class space/kscience/kmath/testutils/SpaceVerifier : space/kscience/kmath/testutils/AlgebraicVerifier { + public fun (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Object;Ljava/lang/Object;Ljava/lang/Number;)V + public final fun getA ()Ljava/lang/Object; + public synthetic fun getAlgebra ()Lspace/kscience/kmath/operations/Algebra; + public fun getAlgebra ()Lspace/kscience/kmath/operations/Ring; + public final fun getB ()Ljava/lang/Object; + public final fun getC ()Ljava/lang/Object; + public final fun getX ()Ljava/lang/Number; + public fun verify ()V +} +