From 8ae8ebe871c8ece0964f98b7062fbe1b10278d1f Mon Sep 17 00:00:00 2001 From: Alexander Nozik Date: Mon, 8 Mar 2021 21:03:48 +0300 Subject: [PATCH] Fully refactor algebra split ScaleOperations from Space. --- .github/workflows/build.yml | 3 +- .github/workflows/{deploy.yml => publish.yml} | 38 +- CHANGELOG.md | 5 + build.gradle.kts | 7 +- .../space/kscience/kmath/ast/expressions.kt | 4 +- .../kmath/structures/ParallelRealNDField.kt | 38 +- gradle.properties | 7 +- gradle/wrapper/gradle-wrapper.properties | 2 +- .../space/kscience/kmath/ast/MstAlgebra.kt | 58 ++- .../TestESTreeConsistencyWithInterpreter.kt | 24 +- .../asm/TestAsmConsistencyWithInterpreter.kt | 24 +- .../DerivativeStructureExpression.kt | 13 +- .../kscience/kmath/commons/linear/CMMatrix.kt | 4 +- .../space/kscience/kmath/complex/Complex.kt | 28 +- .../kscience/kmath/complex/ComplexNDField.kt | 35 +- .../kscience/kmath/complex/Quaternion.kt | 20 +- .../complex/ExpressionFieldForComplexTest.kt | 6 +- kmath-core/README.md | 55 -- kmath-core/api/kmath-core.api | 480 +++++------------- .../kmath/domains/HyperSquareDomain.kt | 19 +- .../kscience/kmath/domains/RealDomain.kt | 30 +- .../kmath/domains/UnconstrainedDomain.kt | 12 +- .../kmath/domains/UnivariateDomain.kt | 31 +- .../FunctionalExpressionAlgebra.kt | 35 +- .../kmath/expressions/SimpleAutoDiff.kt | 127 ++--- .../kscience/kmath/linear/BufferMatrix.kt | 12 +- .../kscience/kmath/linear/MatrixContext.kt | 11 +- .../kmath/linear/RealMatrixContext.kt | 18 +- .../kscience/kmath/linear/VectorSpace.kt | 35 +- .../kscience/kmath/nd/BufferNDAlgebra.kt | 27 +- .../space/kscience/kmath/nd/NDAlgebra.kt | 32 +- .../space/kscience/kmath/nd/RealNDField.kt | 8 +- .../space/kscience/kmath/nd/ShortNDRing.kt | 4 +- .../kscience/kmath/operations/Algebra.kt | 57 +-- .../kmath/operations/AlgebraElements.kt | 51 +- .../space/kscience/kmath/operations/BigInt.kt | 17 +- .../kmath/operations/NumericAlgebra.kt | 45 +- .../kmath/operations/OptionalOperations.kt | 202 ++++---- .../kmath/operations/algebraExtensions.kt | 12 +- .../kscience/kmath/operations/numbers.kt | 65 +-- .../kmath/structures/RealBufferField.kt | 45 +- .../kmath/expressions/ExpressionFieldTest.kt | 4 +- .../kscience/kmath/testutils/FieldVerifier.kt | 5 +- .../kscience/kmath/testutils/RingVerifier.kt | 6 +- .../kscience/kmath/testutils/SpaceVerifier.kt | 10 +- .../kscience/kmath/operations/BigNumbers.kt | 17 +- .../space/kscience/kmath/chains/flowExtra.kt | 4 +- .../kscience/kmath/ejml/EjmlMatrixContext.kt | 10 +- .../kscience/kmath/functions/Polynomial.kt | 15 +- .../kmath/interpolation/SplineInterpolator.kt | 6 +- .../kmath/geometry/Euclidean2DSpace.kt | 9 +- .../kmath/geometry/Euclidean3DSpace.kt | 10 +- .../kmath/histogram/IndexedHistogramSpace.kt | 14 +- .../kmath/histogram/RealHistogramSpace.kt | 4 + .../kmath/histogram/TreeHistogramSpace.kt | 11 +- .../kmath/histogram/UnivariateHistogram.kt | 2 + .../kscience/kmath/nd4j/Nd4jArrayAlgebra.kt | 27 +- .../kscience/kmath/stat/SamplerAlgebra.kt | 15 +- .../space/kscience/kmath/stat/Statistic.kt | 20 +- kmath-viktor/api/kmath-viktor.api | 11 +- .../kmath/viktor/ViktorNDStructure.kt | 12 +- settings.gradle.kts | 7 +- 62 files changed, 869 insertions(+), 1096 deletions(-) rename .github/workflows/{deploy.yml => publish.yml} (52%) delete mode 100644 kmath-core/README.md diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 3b9005997..25f2cfd0d 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -1,6 +1,5 @@ -# Based on https://github.com/touchlab/Stately/blob/main/.github/workflows/build.yml +name: Gradle build -name: build on: [ push ] jobs: diff --git a/.github/workflows/deploy.yml b/.github/workflows/publish.yml similarity index 52% rename from .github/workflows/deploy.yml rename to .github/workflows/publish.yml index 997755816..42fa6d3b6 100644 --- a/.github/workflows/deploy.yml +++ b/.github/workflows/publish.yml @@ -1,10 +1,15 @@ -# Based on https://github.com/touchlab/Stately/blob/main/.github/workflows/deploy.yml +name: Gradle publish -name: deploy -on: workflow_dispatch +on: + workflow_dispatch: + release: + types: + - created jobs: - build: + publish: + environment: + name: publish strategy: matrix: os: [macOS-latest, windows-latest] @@ -33,13 +38,22 @@ jobs: key: ${{ runner.os }}-gradle-${{ hashFiles('*.gradle.kts') }} restore-keys: | ${{ runner.os }}-gradle- - - name: Publish Mac Artifacts - if: matrix.os == 'macOS-latest' - run: ./gradlew publishAllPublicationsToSpaceRepository publishAllPublicationsToSonatypeRepository --no-daemon --stacktrace -PsonatypePublish=true -PsonatypeUser=${{ secrets.SONATYPE_USERNAME }} -PsonatypePassword=${{ secrets.SONATYPE_PASSWORD }} -PspaceUser=${{ secrets.SPACE_USERNAME }} -PspacePassword=${{ secrets.SPACE_PASSWORD }} - env: - signingKey: ${{ secrets.SIGNING_KEY }} - name: Publish Windows Artifacts if: matrix.os == 'windows-latest' - run: ./gradlew publishAllPublicationsToSpaceRepository publishAllPublicationsToSonatypeRepository --no-daemon --stacktrace -PsonatypePublish=true -PsonatypeUser=${{ secrets.SONATYPE_USERNAME }} -PsonatypePassword=${{ secrets.SONATYPE_PASSWORD }} -PspaceUser=${{ secrets.SPACE_USERNAME }} -PspacePassword=${{ secrets.SPACE_PASSWORD }} - env: - signingKey: ${{ secrets.SIGNING_KEY }} + run: > + ./gradlew release --no-daemon + -Ppublishing.enabled=true + -Ppublishing.github.user=${{ secrets.PUBLISHING_GITHUB_USER }} + -Ppublishing.github.token=${{ secrets.PUBLISHING_GITHUB_TOKEN }} + -Ppublishing.space.user=${{ secrets.PUBLISHING_SPACE_USER }} + -Ppublishing.space.token=${{ secrets.PUBLISHING_SPACE_TOKEN }} + - name: Publish Mac Artifacts + if: matrix.os == 'macOS-latest' + run: > + ./gradlew release --no-daemon + -Ppublishing.enabled=true + -Ppublishing.platform=macosX64 + -Ppublishing.github.user=${{ secrets.PUBLISHING_GITHUB_USER }} + -Ppublishing.github.token=${{ secrets.PUBLISHING_GITHUB_TOKEN }} + -Ppublishing.space.user=${{ secrets.PUBLISHING_SPACE_USER }} + -Ppublishing.space.token=${{ secrets.PUBLISHING_SPACE_TOKEN }} diff --git a/CHANGELOG.md b/CHANGELOG.md index c7033df7f..db3b65024 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,12 +2,17 @@ ## [Unreleased] ### Added +- Intrinsic value `two` for ExtendedField to work with hyperbolic functions +- ScaleOperations interface ### Changed +- Exponential operations merged with hyperbolic functions ### Deprecated ### Removed +- Nearest in Domain. To be implemented in geometry package. +- Number multiplication and division in main Algebra chain ### Fixed diff --git a/build.gradle.kts b/build.gradle.kts index cb3cb1a3b..41e8a3468 100644 --- a/build.gradle.kts +++ b/build.gradle.kts @@ -20,7 +20,7 @@ allprojects { } group = "space.kscience" - version = "0.2.0" + version = "0.3.0" } subprojects { @@ -32,9 +32,8 @@ readme { } ksciencePublish { - spaceRepo = "https://maven.pkg.jetbrains.space/mipt-npm/p/sci/maven" - bintrayRepo = "kscience" - githubProject = "kmath" + github("kmath") + space() } apiValidation { diff --git a/examples/src/main/kotlin/space/kscience/kmath/ast/expressions.kt b/examples/src/main/kotlin/space/kscience/kmath/ast/expressions.kt index ee0f4a492..8d6851ef8 100644 --- a/examples/src/main/kotlin/space/kscience/kmath/ast/expressions.kt +++ b/examples/src/main/kotlin/space/kscience/kmath/ast/expressions.kt @@ -6,10 +6,10 @@ import space.kscience.kmath.operations.RealField fun main() { val expr = RealField.mstInField { val x = bindSymbol("x") - x * 2.0 + 2.0 / x - 16.0 + x * 2.0 + 2.0 * one / x - 16.0 } - repeat(10000000){ + repeat(10000000) { expr.invoke("x" to 1.0) } } \ No newline at end of file diff --git a/examples/src/main/kotlin/space/kscience/kmath/structures/ParallelRealNDField.kt b/examples/src/main/kotlin/space/kscience/kmath/structures/ParallelRealNDField.kt index 111cfec80..0c914468d 100644 --- a/examples/src/main/kotlin/space/kscience/kmath/structures/ParallelRealNDField.kt +++ b/examples/src/main/kotlin/space/kscience/kmath/structures/ParallelRealNDField.kt @@ -3,8 +3,8 @@ package space.kscience.kmath.structures import space.kscience.kmath.misc.UnstableKMathAPI import space.kscience.kmath.nd.* import space.kscience.kmath.operations.ExtendedField +import space.kscience.kmath.operations.NumbersAddOperations import space.kscience.kmath.operations.RealField -import space.kscience.kmath.operations.RingWithNumbers import java.util.* import java.util.stream.IntStream @@ -15,7 +15,7 @@ import java.util.stream.IntStream class StreamRealNDField( override val shape: IntArray, ) : NDField, - RingWithNumbers>, + NumbersAddOperations>, ExtendedField> { private val strides = DefaultStrides(shape) @@ -79,25 +79,29 @@ class StreamRealNDField( return NDBuffer(strides, array.asBuffer()) } - override fun power(arg: NDStructure, pow: Number): NDBuffer = arg.map() { power(it, pow) } + override fun NDStructure.unaryMinus(): NDStructure = map { -it } - override fun exp(arg: NDStructure): NDBuffer = arg.map() { exp(it) } + override fun scale(a: NDStructure, value: Double): NDStructure = a.map { it * value } - override fun ln(arg: NDStructure): NDBuffer = arg.map() { ln(it) } + override fun power(arg: NDStructure, pow: Number): NDBuffer = arg.map { power(it, pow) } - override fun sin(arg: NDStructure): NDBuffer = arg.map() { sin(it) } - override fun cos(arg: NDStructure): NDBuffer = arg.map() { cos(it) } - override fun tan(arg: NDStructure): NDBuffer = arg.map() { tan(it) } - override fun asin(arg: NDStructure): NDBuffer = arg.map() { asin(it) } - override fun acos(arg: NDStructure): NDBuffer = arg.map() { acos(it) } - override fun atan(arg: NDStructure): NDBuffer = arg.map() { atan(it) } + override fun exp(arg: NDStructure): NDBuffer = arg.map { exp(it) } - override fun sinh(arg: NDStructure): NDBuffer = arg.map() { sinh(it) } - override fun cosh(arg: NDStructure): NDBuffer = arg.map() { cosh(it) } - override fun tanh(arg: NDStructure): NDBuffer = arg.map() { tanh(it) } - override fun asinh(arg: NDStructure): NDBuffer = arg.map() { asinh(it) } - override fun acosh(arg: NDStructure): NDBuffer = arg.map() { acosh(it) } - override fun atanh(arg: NDStructure): NDBuffer = arg.map() { atanh(it) } + override fun ln(arg: NDStructure): NDBuffer = arg.map { ln(it) } + + override fun sin(arg: NDStructure): NDBuffer = arg.map { sin(it) } + override fun cos(arg: NDStructure): NDBuffer = arg.map { cos(it) } + override fun tan(arg: NDStructure): NDBuffer = arg.map { tan(it) } + override fun asin(arg: NDStructure): NDBuffer = arg.map { asin(it) } + override fun acos(arg: NDStructure): NDBuffer = arg.map { acos(it) } + override fun atan(arg: NDStructure): NDBuffer = arg.map { atan(it) } + + override fun sinh(arg: NDStructure): NDBuffer = arg.map { sinh(it) } + override fun cosh(arg: NDStructure): NDBuffer = arg.map { cosh(it) } + override fun tanh(arg: NDStructure): NDBuffer = arg.map { tanh(it) } + override fun asinh(arg: NDStructure): NDBuffer = arg.map { asinh(it) } + override fun acosh(arg: NDStructure): NDBuffer = arg.map { acosh(it) } + override fun atanh(arg: NDStructure): NDBuffer = arg.map { atanh(it) } } fun NDAlgebra.Companion.realWithStream(vararg shape: Int): StreamRealNDField = StreamRealNDField(shape) \ No newline at end of file diff --git a/gradle.properties b/gradle.properties index 1a2a263ac..aadc76c52 100644 --- a/gradle.properties +++ b/gradle.properties @@ -1,9 +1,10 @@ kotlin.code.style=official -kotlin.mpp.enableGranularSourceSetsMetadata=true kotlin.mpp.stability.nowarn=true -kotlin.native.enableDependencyPropagation=false kotlin.parallel.tasks.in.project=true org.gradle.configureondemand=true org.gradle.jvmargs=-XX:MaxMetaspaceSize=512m org.gradle.parallel=true -systemProp.org.gradle.internal.publish.checksums.insecure=true + +kotlin.mpp.enableGranularSourceSetsMetadata=true +kotlin.native.enableDependencyPropagation=false + diff --git a/gradle/wrapper/gradle-wrapper.properties b/gradle/wrapper/gradle-wrapper.properties index 2a563242c..442d9132e 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-6.8.2-bin.zip +distributionUrl=https\://services.gradle.org/distributions/gradle-6.8.3-bin.zip zipStoreBase=GRADLE_USER_HOME zipStorePath=wrapper/dists diff --git a/kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/MstAlgebra.kt b/kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/MstAlgebra.kt index 7bea65684..047ee187d 100644 --- a/kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/MstAlgebra.kt +++ b/kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/MstAlgebra.kt @@ -20,8 +20,8 @@ public object MstAlgebra : NumericAlgebra { /** * [Space] over [MST] nodes. */ -public object MstSpace : Space, NumericAlgebra { - public override val zero: MST.Numeric by lazy { number(0.0) } +public object MstSpace : Space, NumericAlgebra, ScaleOperations { + public override val zero: MST.Numeric = number(0.0) public override fun number(value: Number): MST.Numeric = MstAlgebra.number(value) public override fun bindSymbol(value: String): MST.Symbolic = MstAlgebra.bindSymbol(value) @@ -35,8 +35,8 @@ public object MstSpace : Space, NumericAlgebra { public override operator fun MST.minus(b: MST): MST.Binary = binaryOperationFunction(SpaceOperations.MINUS_OPERATION)(this, b) - public override fun multiply(a: MST, k: Number): MST.Binary = - binaryOperationFunction(RingOperations.TIMES_OPERATION)(a, number(k)) + public override fun scale(a: MST, value: Double): MST.Binary = + binaryOperationFunction(RingOperations.TIMES_OPERATION)(a, number(value)) public override fun binaryOperationFunction(operation: String): (left: MST, right: MST) -> MST.Binary = MstAlgebra.binaryOperationFunction(operation) @@ -49,16 +49,17 @@ public object MstSpace : Space, NumericAlgebra { * [Ring] over [MST] nodes. */ @OptIn(UnstableKMathAPI::class) -public object MstRing : Ring, RingWithNumbers { - public override val zero: MST.Numeric - get() = MstSpace.zero - - public override val one: MST.Numeric by lazy { number(1.0) } +public object MstRing : Ring, NumbersAddOperations, ScaleOperations { + public override val zero: MST.Numeric = MstSpace.zero + public override val one: MST.Numeric = number(1.0) public override fun number(value: Number): MST.Numeric = MstSpace.number(value) public override fun bindSymbol(value: String): MST.Symbolic = MstSpace.bindSymbol(value) public override fun add(a: MST, b: MST): MST.Binary = MstSpace.add(a, b) - public override fun multiply(a: MST, k: Number): MST.Binary = MstSpace.multiply(a, k) + + public override fun scale(a: MST, value: Double): MST.Binary = + MstSpace.binaryOperationFunction(RingOperations.TIMES_OPERATION)(a, MstSpace.number(value)) + public override fun multiply(a: MST, b: MST): MST.Binary = binaryOperationFunction(RingOperations.TIMES_OPERATION)(a, b) @@ -77,17 +78,18 @@ public object MstRing : Ring, RingWithNumbers { * [Field] over [MST] nodes. */ @OptIn(UnstableKMathAPI::class) -public object MstField : Field, RingWithNumbers { - public override val zero: MST.Numeric - get() = MstRing.zero +public object MstField : Field, NumbersAddOperations, ScaleOperations { + public override val zero: MST.Numeric get() = MstRing.zero - public override val one: MST.Numeric - get() = MstRing.one + public override val one: MST.Numeric get() = MstRing.one public override fun bindSymbol(value: String): MST.Symbolic = MstRing.bindSymbol(value) public override fun number(value: Number): MST.Numeric = MstRing.number(value) public override fun add(a: MST, b: MST): MST.Binary = MstRing.add(a, b) - public override fun multiply(a: MST, k: Number): MST.Binary = MstRing.multiply(a, k) + + public override fun scale(a: MST, value: Double): MST.Binary = + MstSpace.binaryOperationFunction(RingOperations.TIMES_OPERATION)(a, MstSpace.number(value)) + public override fun multiply(a: MST, b: MST): MST.Binary = MstRing.multiply(a, b) public override fun divide(a: MST, b: MST): MST.Binary = binaryOperationFunction(FieldOperations.DIV_OPERATION)(a, b) @@ -107,11 +109,8 @@ public object MstField : Field, RingWithNumbers { * [ExtendedField] over [MST] nodes. */ public object MstExtendedField : ExtendedField, NumericAlgebra { - public override val zero: MST.Numeric - get() = MstField.zero - - public override val one: MST.Numeric - get() = MstField.one + public override val zero: MST.Numeric = MstField.zero + public override val one: MST.Numeric = MstField.one public override fun bindSymbol(value: String): MST.Symbolic = MstField.bindSymbol(value) public override fun number(value: Number): MST.Numeric = MstRing.number(value) @@ -121,14 +120,17 @@ public object MstExtendedField : ExtendedField, NumericAlgebra { public override fun asin(arg: MST): MST.Unary = unaryOperationFunction(TrigonometricOperations.ASIN_OPERATION)(arg) public override fun acos(arg: MST): MST.Unary = unaryOperationFunction(TrigonometricOperations.ACOS_OPERATION)(arg) public override fun atan(arg: MST): MST.Unary = unaryOperationFunction(TrigonometricOperations.ATAN_OPERATION)(arg) - public override fun sinh(arg: MST): MST.Unary = unaryOperationFunction(HyperbolicOperations.SINH_OPERATION)(arg) - public override fun cosh(arg: MST): MST.Unary = unaryOperationFunction(HyperbolicOperations.COSH_OPERATION)(arg) - public override fun tanh(arg: MST): MST.Unary = unaryOperationFunction(HyperbolicOperations.TANH_OPERATION)(arg) - public override fun asinh(arg: MST): MST.Unary = unaryOperationFunction(HyperbolicOperations.ASINH_OPERATION)(arg) - public override fun acosh(arg: MST): MST.Unary = unaryOperationFunction(HyperbolicOperations.ACOSH_OPERATION)(arg) - public override fun atanh(arg: MST): MST.Unary = unaryOperationFunction(HyperbolicOperations.ATANH_OPERATION)(arg) + public override fun sinh(arg: MST): MST.Unary = unaryOperationFunction(ExponentialOperations.SINH_OPERATION)(arg) + public override fun cosh(arg: MST): MST.Unary = unaryOperationFunction(ExponentialOperations.COSH_OPERATION)(arg) + public override fun tanh(arg: MST): MST.Unary = unaryOperationFunction(ExponentialOperations.TANH_OPERATION)(arg) + public override fun asinh(arg: MST): MST.Unary = unaryOperationFunction(ExponentialOperations.ASINH_OPERATION)(arg) + public override fun acosh(arg: MST): MST.Unary = unaryOperationFunction(ExponentialOperations.ACOSH_OPERATION)(arg) + public override fun atanh(arg: MST): MST.Unary = unaryOperationFunction(ExponentialOperations.ATANH_OPERATION)(arg) public override fun add(a: MST, b: MST): MST.Binary = MstField.add(a, b) - public override fun multiply(a: MST, k: Number): MST.Binary = MstField.multiply(a, k) + + public override fun scale(a: MST, value: Double): MST = + binaryOperation(SpaceOperations.PLUS_OPERATION, a, number(value)) + public override fun multiply(a: MST, b: MST): MST.Binary = MstField.multiply(a, b) public override fun divide(a: MST, b: MST): MST.Binary = MstField.divide(a, b) public override operator fun MST.unaryPlus(): MST.Unary = MstField { +this@unaryPlus } diff --git a/kmath-ast/src/jsTest/kotlin/space/kscience/kmath/estree/TestESTreeConsistencyWithInterpreter.kt b/kmath-ast/src/jsTest/kotlin/space/kscience/kmath/estree/TestESTreeConsistencyWithInterpreter.kt index 492a5d11f..c91cc4daf 100644 --- a/kmath-ast/src/jsTest/kotlin/space/kscience/kmath/estree/TestESTreeConsistencyWithInterpreter.kt +++ b/kmath-ast/src/jsTest/kotlin/space/kscience/kmath/estree/TestESTreeConsistencyWithInterpreter.kt @@ -15,9 +15,9 @@ internal class TestESTreeConsistencyWithInterpreter { val res1 = MstSpace.mstInSpace { binaryOperationFunction("+")( unaryOperationFunction("+")( - number(3.toByte()) - (number(2.toByte()) + (multiply( + number(3.toByte()) - (number(2.toByte()) + (scale( add(number(1), number(1)), - 2 + 2.0 ) + number(1.toByte()) * 3.toByte() - number(1.toByte()))) ), @@ -28,9 +28,9 @@ internal class TestESTreeConsistencyWithInterpreter { val res2 = MstSpace.mstInSpace { binaryOperationFunction("+")( unaryOperationFunction("+")( - number(3.toByte()) - (number(2.toByte()) + (multiply( + number(3.toByte()) - (number(2.toByte()) + (scale( add(number(1), number(1)), - 2 + 2.0 ) + number(1.toByte()) * 3.toByte() - number(1.toByte()))) ), @@ -46,9 +46,9 @@ internal class TestESTreeConsistencyWithInterpreter { val res1 = ByteRing.mstInRing { binaryOperationFunction("+")( unaryOperationFunction("+")( - (bindSymbol("x") - (2.toByte() + (multiply( + (bindSymbol("x") - (2.toByte() + (scale( add(number(1), number(1)), - 2 + 2.0 ) + 1.toByte()))) * 3.0 - 1.toByte() ), @@ -59,9 +59,9 @@ internal class TestESTreeConsistencyWithInterpreter { val res2 = ByteRing.mstInRing { binaryOperationFunction("+")( unaryOperationFunction("+")( - (bindSymbol("x") - (2.toByte() + (multiply( + (bindSymbol("x") - (2.toByte() + (scale( add(number(1), number(1)), - 2 + 2.0 ) + 1.toByte()))) * 3.0 - 1.toByte() ), number(1) @@ -75,7 +75,7 @@ internal class TestESTreeConsistencyWithInterpreter { fun realField() { val res1 = RealField.mstInField { +(3 - 2 + 2 * number(1) + 1.0) + binaryOperationFunction("+")( - (3.0 - (bindSymbol("x") + (multiply(add(number(1.0), number(1.0)), 2) + 1.0))) * 3 - 1.0 + (3.0 - (bindSymbol("x") + (scale(add(number(1.0), number(1.0)), 2.0) + 1.0))) * 3 - 1.0 + number(1), number(1) / 2 + number(2.0) * one ) + zero @@ -83,7 +83,7 @@ internal class TestESTreeConsistencyWithInterpreter { val res2 = RealField.mstInField { +(3 - 2 + 2 * number(1) + 1.0) + binaryOperationFunction("+")( - (3.0 - (bindSymbol("x") + (multiply(add(number(1.0), number(1.0)), 2) + 1.0))) * 3 - 1.0 + (3.0 - (bindSymbol("x") + (scale(add(number(1.0), number(1.0)), 2.0) + 1.0))) * 3 - 1.0 + number(1), number(1) / 2 + number(2.0) * one ) + zero @@ -96,7 +96,7 @@ internal class TestESTreeConsistencyWithInterpreter { fun complexField() { val res1 = ComplexField.mstInField { +(3 - 2 + 2 * number(1) + 1.0) + binaryOperationFunction("+")( - (3.0 - (bindSymbol("x") + (multiply(add(number(1.0), number(1.0)), 2) + 1.0))) * 3 - 1.0 + (3.0 - (bindSymbol("x") + (scale(add(number(1.0), number(1.0)), 2.0) + 1.0))) * 3 - 1.0 + number(1), number(1) / 2 + number(2.0) * one ) + zero @@ -104,7 +104,7 @@ internal class TestESTreeConsistencyWithInterpreter { val res2 = ComplexField.mstInField { +(3 - 2 + 2 * number(1) + 1.0) + binaryOperationFunction("+")( - (3.0 - (bindSymbol("x") + (multiply(add(number(1.0), number(1.0)), 2) + 1.0))) * 3 - 1.0 + (3.0 - (bindSymbol("x") + (scale(add(number(1.0), number(1.0)), 2.0) + 1.0))) * 3 - 1.0 + number(1), number(1) / 2 + number(2.0) * one ) + zero diff --git a/kmath-ast/src/jvmTest/kotlin/space/kscience/kmath/asm/TestAsmConsistencyWithInterpreter.kt b/kmath-ast/src/jvmTest/kotlin/space/kscience/kmath/asm/TestAsmConsistencyWithInterpreter.kt index 0f2328db6..5c6297f3f 100644 --- a/kmath-ast/src/jvmTest/kotlin/space/kscience/kmath/asm/TestAsmConsistencyWithInterpreter.kt +++ b/kmath-ast/src/jvmTest/kotlin/space/kscience/kmath/asm/TestAsmConsistencyWithInterpreter.kt @@ -15,9 +15,9 @@ internal class TestAsmConsistencyWithInterpreter { val res1 = MstSpace.mstInSpace { binaryOperationFunction("+")( unaryOperationFunction("+")( - number(3.toByte()) - (number(2.toByte()) + (multiply( + number(3.toByte()) - (number(2.toByte()) + (scale( add(number(1), number(1)), - 2 + 2.0 ) + number(1.toByte()) * 3.toByte() - number(1.toByte()))) ), @@ -28,9 +28,9 @@ internal class TestAsmConsistencyWithInterpreter { val res2 = MstSpace.mstInSpace { binaryOperationFunction("+")( unaryOperationFunction("+")( - number(3.toByte()) - (number(2.toByte()) + (multiply( + number(3.toByte()) - (number(2.toByte()) + (scale( add(number(1), number(1)), - 2 + 2.0 ) + number(1.toByte()) * 3.toByte() - number(1.toByte()))) ), @@ -46,9 +46,9 @@ internal class TestAsmConsistencyWithInterpreter { val res1 = ByteRing.mstInRing { binaryOperationFunction("+")( unaryOperationFunction("+")( - (bindSymbol("x") - (2.toByte() + (multiply( + (bindSymbol("x") - (2.toByte() + (scale( add(number(1), number(1)), - 2 + 2.0 ) + 1.toByte()))) * 3.0 - 1.toByte() ), @@ -59,9 +59,9 @@ internal class TestAsmConsistencyWithInterpreter { val res2 = ByteRing.mstInRing { binaryOperationFunction("+")( unaryOperationFunction("+")( - (bindSymbol("x") - (2.toByte() + (multiply( + (bindSymbol("x") - (2.toByte() + (scale( add(number(1), number(1)), - 2 + 2.0 ) + 1.toByte()))) * 3.0 - 1.toByte() ), number(1) @@ -75,7 +75,7 @@ internal class TestAsmConsistencyWithInterpreter { fun realField() { val res1 = RealField.mstInField { +(3 - 2 + 2 * number(1) + 1.0) + binaryOperationFunction("+")( - (3.0 - (bindSymbol("x") + (multiply(add(number(1.0), number(1.0)), 2) + 1.0))) * 3 - 1.0 + (3.0 - (bindSymbol("x") + (scale(add(number(1.0), number(1.0)), 2.0) + 1.0))) * 3 - 1.0 + number(1), number(1) / 2 + number(2.0) * one ) + zero @@ -83,7 +83,7 @@ internal class TestAsmConsistencyWithInterpreter { val res2 = RealField.mstInField { +(3 - 2 + 2 * number(1) + 1.0) + binaryOperationFunction("+")( - (3.0 - (bindSymbol("x") + (multiply(add(number(1.0), number(1.0)), 2) + 1.0))) * 3 - 1.0 + (3.0 - (bindSymbol("x") + (scale(add(number(1.0), number(1.0)), 2.0) + 1.0))) * 3 - 1.0 + number(1), number(1) / 2 + number(2.0) * one ) + zero @@ -96,7 +96,7 @@ internal class TestAsmConsistencyWithInterpreter { fun complexField() { val res1 = ComplexField.mstInField { +(3 - 2 + 2 * number(1) + 1.0) + binaryOperationFunction("+")( - (3.0 - (bindSymbol("x") + (multiply(add(number(1.0), number(1.0)), 2) + 1.0))) * 3 - 1.0 + (3.0 - (bindSymbol("x") + (scale(add(number(1.0), number(1.0)), 2.0) + 1.0))) * 3 - 1.0 + number(1), number(1) / 2 + number(2.0) * one ) + zero @@ -104,7 +104,7 @@ internal class TestAsmConsistencyWithInterpreter { val res2 = ComplexField.mstInField { +(3 - 2 + 2 * number(1) + 1.0) + binaryOperationFunction("+")( - (3.0 - (bindSymbol("x") + (multiply(add(number(1.0), number(1.0)), 2) + 1.0))) * 3 - 1.0 + (3.0 - (bindSymbol("x") + (scale(add(number(1.0), number(1.0)), 2.0) + 1.0))) * 3 - 1.0 + number(1), number(1) / 2 + number(2.0) * one ) + zero diff --git a/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/expressions/DerivativeStructureExpression.kt b/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/expressions/DerivativeStructureExpression.kt index 8342a8071..b74167c3f 100644 --- a/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/expressions/DerivativeStructureExpression.kt +++ b/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/expressions/DerivativeStructureExpression.kt @@ -4,7 +4,7 @@ import org.apache.commons.math3.analysis.differentiation.DerivativeStructure import space.kscience.kmath.expressions.* import space.kscience.kmath.misc.UnstableKMathAPI import space.kscience.kmath.operations.ExtendedField -import space.kscience.kmath.operations.RingWithNumbers +import space.kscience.kmath.operations.NumbersAddOperations /** * A field over commons-math [DerivativeStructure]. @@ -16,7 +16,8 @@ import space.kscience.kmath.operations.RingWithNumbers public class DerivativeStructureField( public val order: Int, bindings: Map, -) : ExtendedField, ExpressionAlgebra, RingWithNumbers { +) : ExtendedField, ExpressionAlgebra, + NumbersAddOperations { public val numberOfVariables: Int = bindings.size public override val zero: DerivativeStructure by lazy { DerivativeStructure(numberOfVariables, order) } @@ -62,13 +63,11 @@ public class DerivativeStructureField( public fun DerivativeStructure.derivative(vararg symbols: Symbol): Double = derivative(symbols.toList()) + override fun DerivativeStructure.unaryMinus(): DerivativeStructure = negate() + public override fun add(a: DerivativeStructure, b: DerivativeStructure): DerivativeStructure = a.add(b) - public override fun multiply(a: DerivativeStructure, k: Number): DerivativeStructure = when (k) { - is Double -> a.multiply(k) - is Int -> a.multiply(k) - else -> a.multiply(k.toDouble()) - } + public override fun scale(a: DerivativeStructure, value: Double): DerivativeStructure = a.multiply(value) public override fun multiply(a: DerivativeStructure, b: DerivativeStructure): DerivativeStructure = a.multiply(b) public override fun divide(a: DerivativeStructure, b: DerivativeStructure): DerivativeStructure = a.divide(b) diff --git a/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/linear/CMMatrix.kt b/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/linear/CMMatrix.kt index 3638b9808..537da5947 100644 --- a/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/linear/CMMatrix.kt +++ b/kmath-commons/src/main/kotlin/space/kscience/kmath/commons/linear/CMMatrix.kt @@ -101,8 +101,8 @@ public object CMMatrixContext : MatrixContext { public override operator fun Matrix.minus(b: Matrix): CMMatrix = CMMatrix(toCM().origin.subtract(b.toCM().origin)) - public override fun multiply(a: Matrix, k: Number): CMMatrix = - CMMatrix(a.toCM().origin.scalarMultiply(k.toDouble())) +// public override fun multiply(a: Matrix, k: Number): CMMatrix = +// CMMatrix(a.toCM().origin.scalarMultiply(k.toDouble())) public override operator fun Matrix.times(value: Double): CMMatrix = produce(rowNum, colNum) { i, j -> get(i, j) * value } diff --git a/kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Complex.kt b/kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Complex.kt index deadfda5b..a73fb0201 100644 --- a/kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Complex.kt +++ b/kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Complex.kt @@ -4,10 +4,7 @@ import space.kscience.kmath.memory.MemoryReader import space.kscience.kmath.memory.MemorySpec import space.kscience.kmath.memory.MemoryWriter import space.kscience.kmath.misc.UnstableKMathAPI -import space.kscience.kmath.operations.ExtendedField -import space.kscience.kmath.operations.FieldElement -import space.kscience.kmath.operations.Norm -import space.kscience.kmath.operations.RingWithNumbers +import space.kscience.kmath.operations.* import space.kscience.kmath.structures.Buffer import space.kscience.kmath.structures.MemoryBuffer import space.kscience.kmath.structures.MutableBuffer @@ -47,7 +44,8 @@ private val PI_DIV_2 = Complex(PI / 2, 0) * A field of [Complex]. */ @OptIn(UnstableKMathAPI::class) -public object ComplexField : ExtendedField, Norm, RingWithNumbers { +public object ComplexField : ExtendedField, Norm, NumbersAddOperations, + ScaleOperations { public override val zero: Complex = 0.0.toComplex() public override val one: Complex = 1.0.toComplex() @@ -56,8 +54,14 @@ public object ComplexField : ExtendedField, Norm, Rin */ public val i: Complex by lazy { Complex(0.0, 1.0) } + override fun Complex.unaryMinus(): Complex = Complex(-re, -im) + + override fun number(value: Number): Complex = Complex(value.toDouble(), 0.0) + + override fun scale(a: Complex, value: Double): Complex = Complex(a.re * value, a.im * value) + public override fun add(a: Complex, b: Complex): Complex = Complex(a.re + b.re, a.im + b.im) - public override fun multiply(a: Complex, k: Number): Complex = Complex(a.re * k.toDouble(), a.im * k.toDouble()) +// public override fun multiply(a: Complex, k: Number): Complex = Complex(a.re * k.toDouble(), a.im * k.toDouble()) public override fun multiply(a: Complex, b: Complex): Complex = Complex(a.re * b.re - a.im * b.im, a.re * b.im + a.im * b.re) @@ -86,8 +90,10 @@ public object ComplexField : ExtendedField, Norm, Rin } } - public override fun sin(arg: Complex): Complex = i * (exp(-i * arg) - exp(i * arg)) / 2 - public override fun cos(arg: Complex): Complex = (exp(-i * arg) + exp(i * arg)) / 2 + override operator fun Complex.div(k: Number): Complex = Complex(re / k.toDouble(), im / k.toDouble()) + + public override fun sin(arg: Complex): Complex = i * (exp(-i * arg) - exp(i * arg)) / 2.0 + public override fun cos(arg: Complex): Complex = (exp(-i * arg) + exp(i * arg)) / 2.0 public override fun tan(arg: Complex): Complex { val e1 = exp(-i * arg) @@ -159,7 +165,8 @@ public object ComplexField : ExtendedField, Norm, Rin public override fun norm(arg: Complex): Complex = sqrt(arg.conjugate * arg) - public override fun bindSymbol(value: String): Complex = if (value == "i") i else super.bindSymbol(value) + public override fun bindSymbol(value: String): Complex = + if (value == "i") i else super.bindSymbol(value) } /** @@ -181,7 +188,8 @@ public data class Complex(val re: Double, val im: Double) : FieldElement(shape, ComplexField, Buffer.Companion::complex), - RingWithNumbers>, + NumbersAddOperations>, ExtendedField> { override val zero: NDBuffer by lazy { produce { zero } } @@ -29,6 +29,7 @@ public class ComplexNDField( val d = value.toComplex() // minimize conversions return produce { d } } + // // @Suppress("OVERRIDE_BY_INLINE") // override inline fun map( @@ -75,25 +76,25 @@ public class ComplexNDField( // return BufferedNDFieldElement(this, buffer) // } - override fun power(arg: NDStructure, pow: Number): NDBuffer = arg.map() { power(it, pow) } + override fun power(arg: NDStructure, pow: Number): NDBuffer = arg.map { power(it, pow) } - override fun exp(arg: NDStructure): NDBuffer = arg.map() { exp(it) } + override fun exp(arg: NDStructure): NDBuffer = arg.map { exp(it) } - override fun ln(arg: NDStructure): NDBuffer = arg.map() { ln(it) } + override fun ln(arg: NDStructure): NDBuffer = arg.map { ln(it) } - override fun sin(arg: NDStructure): NDBuffer = arg.map() { sin(it) } - override fun cos(arg: NDStructure): NDBuffer = arg.map() { cos(it) } - override fun tan(arg: NDStructure): NDBuffer = arg.map() { tan(it) } - override fun asin(arg: NDStructure): NDBuffer = arg.map() { asin(it) } - override fun acos(arg: NDStructure): NDBuffer = arg.map() { acos(it) } - override fun atan(arg: NDStructure): NDBuffer = arg.map() { atan(it) } + override fun sin(arg: NDStructure): NDBuffer = arg.map { sin(it) } + override fun cos(arg: NDStructure): NDBuffer = arg.map { cos(it) } + override fun tan(arg: NDStructure): NDBuffer = arg.map { tan(it) } + override fun asin(arg: NDStructure): NDBuffer = arg.map { asin(it) } + override fun acos(arg: NDStructure): NDBuffer = arg.map { acos(it) } + override fun atan(arg: NDStructure): NDBuffer = arg.map { atan(it) } - override fun sinh(arg: NDStructure): NDBuffer = arg.map() { sinh(it) } - override fun cosh(arg: NDStructure): NDBuffer = arg.map() { cosh(it) } - override fun tanh(arg: NDStructure): NDBuffer = arg.map() { tanh(it) } - override fun asinh(arg: NDStructure): NDBuffer = arg.map() { asinh(it) } - override fun acosh(arg: NDStructure): NDBuffer = arg.map() { acosh(it) } - override fun atanh(arg: NDStructure): NDBuffer = arg.map() { atanh(it) } + override fun sinh(arg: NDStructure): NDBuffer = arg.map { sinh(it) } + override fun cosh(arg: NDStructure): NDBuffer = arg.map { cosh(it) } + override fun tanh(arg: NDStructure): NDBuffer = arg.map { tanh(it) } + override fun asinh(arg: NDStructure): NDBuffer = arg.map { asinh(it) } + override fun acosh(arg: NDStructure): NDBuffer = arg.map { acosh(it) } + override fun atanh(arg: NDStructure): NDBuffer = arg.map { atanh(it) } } diff --git a/kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Quaternion.kt b/kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Quaternion.kt index 4a15e7423..d391aff18 100644 --- a/kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Quaternion.kt +++ b/kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Quaternion.kt @@ -37,7 +37,7 @@ public val Quaternion.r: Double */ @OptIn(UnstableKMathAPI::class) public object QuaternionField : Field, Norm, PowerOperations, - ExponentialOperations, RingWithNumbers { + ExponentialOperations, NumbersAddOperations, ScaleOperations { override val zero: Quaternion = 0.toQuaternion() override val one: Quaternion = 1.toQuaternion() @@ -59,10 +59,8 @@ public object QuaternionField : Field, Norm, public override fun add(a: Quaternion, b: Quaternion): Quaternion = Quaternion(a.w + b.w, a.x + b.x, a.y + b.y, a.z + b.z) - public override fun multiply(a: Quaternion, k: Number): Quaternion { - val d = k.toDouble() - return Quaternion(a.w * d, a.x * d, a.y * d, a.z * d) - } + public override fun scale(a: Quaternion, value: Double): Quaternion = + Quaternion(a.w * value, a.x * value, a.y * value, a.z * value) public override fun multiply(a: Quaternion, b: Quaternion): Quaternion = Quaternion( a.w * b.w - a.x * b.x - a.y * b.y - a.z * b.z, @@ -173,6 +171,15 @@ public object QuaternionField : Field, Norm, "k" -> k else -> super.bindSymbol(value) } + + override fun number(value: Number): Quaternion =value.toQuaternion() + + public override fun sinh(arg: Quaternion): Quaternion = (exp(arg) - exp(-arg)) / 2.0 + public override fun cosh(arg: Quaternion): Quaternion = (exp(arg) + exp(-arg)) / 2.0 + public override fun tanh(arg: Quaternion): Quaternion = (exp(arg) - exp(-arg)) / (exp(-arg) + exp(arg)) + public override fun asinh(arg: Quaternion): Quaternion = ln(sqrt(arg * arg + one) + arg) + public override fun acosh(arg: Quaternion): Quaternion = ln(arg + sqrt((arg - one) * (arg + one))) + public override fun atanh(arg: Quaternion): Quaternion = (ln(arg + one) - ln(one - arg)) / 2.0 } /** @@ -207,8 +214,7 @@ public data class Quaternion( require(!z.isNaN()) { "x-component of quaternion is not-a-number" } } - public override val context: QuaternionField - get() = QuaternionField + public override val context: QuaternionField get() = QuaternionField /** * Returns a string representation of this quaternion. diff --git a/kmath-complex/src/commonTest/kotlin/space/kscience/kmath/complex/ExpressionFieldForComplexTest.kt b/kmath-complex/src/commonTest/kotlin/space/kscience/kmath/complex/ExpressionFieldForComplexTest.kt index 43560b35a..81a131318 100644 --- a/kmath-complex/src/commonTest/kotlin/space/kscience/kmath/complex/ExpressionFieldForComplexTest.kt +++ b/kmath-complex/src/commonTest/kotlin/space/kscience/kmath/complex/ExpressionFieldForComplexTest.kt @@ -4,7 +4,6 @@ import space.kscience.kmath.expressions.FunctionalExpressionField import space.kscience.kmath.expressions.bindSymbol import space.kscience.kmath.expressions.invoke import space.kscience.kmath.expressions.symbol -import space.kscience.kmath.operations.invoke import kotlin.test.Test import kotlin.test.assertEquals @@ -13,14 +12,11 @@ internal class ExpressionFieldForComplexTest { @Test fun testComplex() { - val context = FunctionalExpressionField(ComplexField) - - val expression = context { + val expression = FunctionalExpressionField(ComplexField).run { val x = bindSymbol(x) x * x + 2 * x + one } assertEquals(expression(x to Complex(1.0, 0.0)), Complex(4.0, 0.0)) - //assertEquals(expression(), Complex(9.0, 0.0)) } } diff --git a/kmath-core/README.md b/kmath-core/README.md deleted file mode 100644 index 54380670d..000000000 --- a/kmath-core/README.md +++ /dev/null @@ -1,55 +0,0 @@ -# The Core Module (`kmath-core`) - -The core features of KMath: - - - [algebras](src/commonMain/kotlin/kscience/kmath/operations/Algebra.kt) : Algebraic structures like rings, spaces and fields. - - [nd](src/commonMain/kotlin/kscience/kmath/structures/NDStructure.kt) : Many-dimensional structures and operations on them. - - [linear](src/commonMain/kotlin/kscience/kmath/operations/Algebra.kt) : Basic linear algebra operations (sums, products, etc.), backed by the `Space` API. Advanced linear algebra operations like matrix inversion and LU decomposition. - - [buffers](src/commonMain/kotlin/kscience/kmath/structures/Buffers.kt) : One-dimensional structure - - [expressions](src/commonMain/kotlin/kscience/kmath/expressions) : By writing a single mathematical expression once, users will be able to apply different types of -objects to the expression by providing a context. Expressions can be used for a wide variety of purposes from high -performance calculations to code generation. - - [domains](src/commonMain/kotlin/kscience/kmath/domains) : Domains - - [autodif](src/commonMain/kotlin/kscience/kmath/expressions/SimpleAutoDiff.kt) : Automatic differentiation - - -> #### Artifact: -> -> This module artifact: `space.kscience:kmath-core:0.2.0`. -> -> Bintray release version: [ ![Download](https://api.bintray.com/packages/mipt-npm/kscience/kmath-core/images/download.svg) ](https://bintray.com/mipt-npm/kscience/kmath-core/_latestVersion) -> -> Bintray development version: [ ![Download](https://api.bintray.com/packages/mipt-npm/dev/kmath-core/images/download.svg) ](https://bintray.com/mipt-npm/dev/kmath-core/_latestVersion) -> -> **Gradle:** -> -> ```gradle -> repositories { -> maven { url 'https://repo.kotlin.link' } -> maven { url 'https://dl.bintray.com/hotkeytlt/maven' } -> maven { url "https://dl.bintray.com/kotlin/kotlin-eap" } // include for builds based on kotlin-eap ->// Uncomment if repo.kotlin.link is unavailable ->// maven { url 'https://dl.bintray.com/mipt-npm/kscience' } ->// maven { url 'https://dl.bintray.com/mipt-npm/dev' } -> } -> -> dependencies { -> implementation 'space.kscience:kmath-core:0.2.0' -> } -> ``` -> **Gradle Kotlin DSL:** -> -> ```kotlin -> repositories { -> maven("https://repo.kotlin.link") -> maven("https://dl.bintray.com/kotlin/kotlin-eap") // include for builds based on kotlin-eap -> maven("https://dl.bintray.com/hotkeytlt/maven") // required for a ->// Uncomment if repo.kotlin.link is unavailable ->// maven("https://dl.bintray.com/mipt-npm/kscience") ->// maven("https://dl.bintray.com/mipt-npm/dev") -> } -> -> dependencies { -> implementation("space.kscience:kmath-core:0.2.0") -> } -> ``` diff --git a/kmath-core/api/kmath-core.api b/kmath-core/api/kmath-core.api index 4a21a3d7e..0efe430ad 100644 --- a/kmath-core/api/kmath-core.api +++ b/kmath-core/api/kmath-core.api @@ -3,70 +3,6 @@ public abstract interface class space/kscience/kmath/domains/Domain { public abstract fun getDimension ()I } -public final class space/kscience/kmath/domains/HyperSquareDomain : space/kscience/kmath/domains/RealDomain { - public fun (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)V - public fun contains (Lspace/kscience/kmath/structures/Buffer;)Z - public fun getDimension ()I - public fun getLowerBound (I)Ljava/lang/Double; - public fun getLowerBound (ILspace/kscience/kmath/structures/Buffer;)Ljava/lang/Double; - public fun getUpperBound (I)Ljava/lang/Double; - public fun getUpperBound (ILspace/kscience/kmath/structures/Buffer;)Ljava/lang/Double; - public fun nearestInDomain (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; - public fun volume ()D -} - -public abstract interface class space/kscience/kmath/domains/RealDomain : space/kscience/kmath/domains/Domain { - public abstract fun getLowerBound (I)Ljava/lang/Double; - public abstract fun getLowerBound (ILspace/kscience/kmath/structures/Buffer;)Ljava/lang/Double; - public abstract fun getUpperBound (I)Ljava/lang/Double; - public abstract fun getUpperBound (ILspace/kscience/kmath/structures/Buffer;)Ljava/lang/Double; - public abstract fun nearestInDomain (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; - public abstract fun volume ()D -} - -public final class space/kscience/kmath/domains/UnconstrainedDomain : space/kscience/kmath/domains/RealDomain { - public fun (I)V - public fun contains (Lspace/kscience/kmath/structures/Buffer;)Z - public fun getDimension ()I - public fun getLowerBound (I)Ljava/lang/Double; - public fun getLowerBound (ILspace/kscience/kmath/structures/Buffer;)Ljava/lang/Double; - public fun getUpperBound (I)Ljava/lang/Double; - public fun getUpperBound (ILspace/kscience/kmath/structures/Buffer;)Ljava/lang/Double; - public fun nearestInDomain (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; - public fun volume ()D -} - -public final class space/kscience/kmath/domains/UnivariateDomain : space/kscience/kmath/domains/RealDomain { - public static final synthetic fun box-impl (Lkotlin/ranges/ClosedFloatingPointRange;)Lspace/kscience/kmath/domains/UnivariateDomain; - public static fun constructor-impl (Lkotlin/ranges/ClosedFloatingPointRange;)Lkotlin/ranges/ClosedFloatingPointRange; - public fun contains (Lspace/kscience/kmath/structures/Buffer;)Z - public static final fun contains-impl (Lkotlin/ranges/ClosedFloatingPointRange;D)Z - public static fun contains-impl (Lkotlin/ranges/ClosedFloatingPointRange;Lspace/kscience/kmath/structures/Buffer;)Z - public fun equals (Ljava/lang/Object;)Z - public static fun equals-impl (Lkotlin/ranges/ClosedFloatingPointRange;Ljava/lang/Object;)Z - public static final fun equals-impl0 (Lkotlin/ranges/ClosedFloatingPointRange;Lkotlin/ranges/ClosedFloatingPointRange;)Z - public fun getDimension ()I - public static fun getDimension-impl (Lkotlin/ranges/ClosedFloatingPointRange;)I - public fun getLowerBound (I)Ljava/lang/Double; - public fun getLowerBound (ILspace/kscience/kmath/structures/Buffer;)Ljava/lang/Double; - public static fun getLowerBound-impl (Lkotlin/ranges/ClosedFloatingPointRange;I)Ljava/lang/Double; - public static fun getLowerBound-impl (Lkotlin/ranges/ClosedFloatingPointRange;ILspace/kscience/kmath/structures/Buffer;)Ljava/lang/Double; - public final fun getRange ()Lkotlin/ranges/ClosedFloatingPointRange; - public fun getUpperBound (I)Ljava/lang/Double; - public fun getUpperBound (ILspace/kscience/kmath/structures/Buffer;)Ljava/lang/Double; - public static fun getUpperBound-impl (Lkotlin/ranges/ClosedFloatingPointRange;I)Ljava/lang/Double; - public static fun getUpperBound-impl (Lkotlin/ranges/ClosedFloatingPointRange;ILspace/kscience/kmath/structures/Buffer;)Ljava/lang/Double; - public fun hashCode ()I - public static fun hashCode-impl (Lkotlin/ranges/ClosedFloatingPointRange;)I - public fun nearestInDomain (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; - public static fun nearestInDomain-impl (Lkotlin/ranges/ClosedFloatingPointRange;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; - public fun toString ()Ljava/lang/String; - public static fun toString-impl (Lkotlin/ranges/ClosedFloatingPointRange;)Ljava/lang/String; - public final synthetic fun unbox-impl ()Lkotlin/ranges/ClosedFloatingPointRange; - public fun volume ()D - public static fun volume-impl (Lkotlin/ranges/ClosedFloatingPointRange;)D -} - public abstract interface class space/kscience/kmath/expressions/AutoDiffProcessor { public abstract fun process (Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/expressions/DifferentiableExpression; } @@ -179,9 +115,6 @@ public class space/kscience/kmath/expressions/FunctionalExpressionExtendedField public fun cosh (Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; public synthetic fun exp (Ljava/lang/Object;)Ljava/lang/Object; public fun exp (Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; - public synthetic fun leftSideNumberOperation (Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun leftSideNumberOperation (Ljava/lang/String;Ljava/lang/Number;Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; - public fun leftSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun ln (Ljava/lang/Object;)Ljava/lang/Object; public fun ln (Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object; @@ -190,8 +123,6 @@ public class space/kscience/kmath/expressions/FunctionalExpressionExtendedField public fun pow (Lspace/kscience/kmath/expressions/Expression;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/Expression; public synthetic fun power (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun power (Lspace/kscience/kmath/expressions/Expression;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/Expression; - public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun rightSideNumberOperation (Ljava/lang/String;Lspace/kscience/kmath/expressions/Expression;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/Expression; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object; public fun sin (Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; @@ -206,17 +137,31 @@ public class space/kscience/kmath/expressions/FunctionalExpressionExtendedField public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; } -public class space/kscience/kmath/expressions/FunctionalExpressionField : space/kscience/kmath/expressions/FunctionalExpressionRing, space/kscience/kmath/operations/Field { +public class space/kscience/kmath/expressions/FunctionalExpressionField : space/kscience/kmath/expressions/FunctionalExpressionRing, space/kscience/kmath/operations/Field, space/kscience/kmath/operations/ScaleOperations { public fun (Lspace/kscience/kmath/operations/Field;)V public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; - public synthetic fun div (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun div (Ljava/lang/Number;Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; + public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public final fun div (Ljava/lang/Object;Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; + public fun div (Lspace/kscience/kmath/expressions/Expression;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/Expression; public final fun div (Lspace/kscience/kmath/expressions/Expression;Ljava/lang/Object;)Lspace/kscience/kmath/expressions/Expression; public fun div (Lspace/kscience/kmath/expressions/Expression;Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; public synthetic fun divide (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun divide (Lspace/kscience/kmath/expressions/Expression;Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; + public synthetic fun leftSideNumberOperation (Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; + public fun leftSideNumberOperation (Ljava/lang/String;Ljava/lang/Number;Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; + public fun leftSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object; + public fun number (Ljava/lang/Number;)Lspace/kscience/kmath/expressions/Expression; + public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; + public fun rightSideNumberOperation (Ljava/lang/String;Lspace/kscience/kmath/expressions/Expression;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/Expression; + public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; + public fun scale (Lspace/kscience/kmath/expressions/Expression;D)Lspace/kscience/kmath/expressions/Expression; + public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; + public fun times (Ljava/lang/Number;Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; + public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; + public fun times (Lspace/kscience/kmath/expressions/Expression;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/Expression; public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; } @@ -239,24 +184,16 @@ public class space/kscience/kmath/expressions/FunctionalExpressionSpace : space/ public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun add (Lspace/kscience/kmath/expressions/Expression;Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; - public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun div (Lspace/kscience/kmath/expressions/Expression;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/Expression; public synthetic fun getZero ()Ljava/lang/Object; public fun getZero ()Lspace/kscience/kmath/expressions/Expression; public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public final fun minus (Ljava/lang/Object;Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; public final fun minus (Lspace/kscience/kmath/expressions/Expression;Ljava/lang/Object;)Lspace/kscience/kmath/expressions/Expression; public fun minus (Lspace/kscience/kmath/expressions/Expression;Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun multiply (Lspace/kscience/kmath/expressions/Expression;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/Expression; public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public final fun plus (Ljava/lang/Object;Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; public final fun plus (Lspace/kscience/kmath/expressions/Expression;Ljava/lang/Object;)Lspace/kscience/kmath/expressions/Expression; public fun plus (Lspace/kscience/kmath/expressions/Expression;Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; - public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun times (Ljava/lang/Number;Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; - public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun times (Lspace/kscience/kmath/expressions/Expression;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/Expression; public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object; public fun unaryMinus (Lspace/kscience/kmath/expressions/Expression;)Lspace/kscience/kmath/expressions/Expression; public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; @@ -272,7 +209,7 @@ public final class space/kscience/kmath/expressions/SimpleAutoDiffExpression : s public fun invoke (Ljava/util/Map;)Ljava/lang/Object; } -public final class space/kscience/kmath/expressions/SimpleAutoDiffExtendedField : space/kscience/kmath/expressions/SimpleAutoDiffField, space/kscience/kmath/operations/ExtendedField { +public final class space/kscience/kmath/expressions/SimpleAutoDiffExtendedField : space/kscience/kmath/expressions/SimpleAutoDiffField, space/kscience/kmath/operations/ExtendedField, space/kscience/kmath/operations/ScaleOperations { public fun (Lspace/kscience/kmath/operations/ExtendedField;Ljava/util/Map;)V public synthetic fun acos (Ljava/lang/Object;)Ljava/lang/Object; public fun acos (Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; @@ -294,12 +231,16 @@ public final class space/kscience/kmath/expressions/SimpleAutoDiffExtendedField public fun exp (Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; public synthetic fun ln (Ljava/lang/Object;)Ljava/lang/Object; public fun ln (Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; + public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object; + public fun number (Ljava/lang/Number;)Lspace/kscience/kmath/expressions/AutoDiffValue; public synthetic fun pow (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun pow (Lspace/kscience/kmath/expressions/AutoDiffValue;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/AutoDiffValue; public final fun pow (Lspace/kscience/kmath/expressions/AutoDiffValue;Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; public synthetic fun power (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun power (Lspace/kscience/kmath/expressions/AutoDiffValue;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/AutoDiffValue; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; + public fun scale (Lspace/kscience/kmath/expressions/AutoDiffValue;D)Lspace/kscience/kmath/expressions/AutoDiffValue; public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object; public fun sin (Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object; @@ -314,7 +255,7 @@ public final class space/kscience/kmath/expressions/SimpleAutoDiffExtendedField public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; } -public class space/kscience/kmath/expressions/SimpleAutoDiffField : space/kscience/kmath/expressions/ExpressionAlgebra, space/kscience/kmath/operations/Field, space/kscience/kmath/operations/RingWithNumbers { +public class space/kscience/kmath/expressions/SimpleAutoDiffField : space/kscience/kmath/expressions/ExpressionAlgebra, space/kscience/kmath/operations/Field, space/kscience/kmath/operations/NumbersAddOperations { public fun (Lspace/kscience/kmath/operations/Field;Ljava/util/Map;)V public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun add (Lspace/kscience/kmath/expressions/AutoDiffValue;Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; @@ -329,8 +270,6 @@ public class space/kscience/kmath/expressions/SimpleAutoDiffField : space/kscien public fun const (Ljava/lang/Object;)Lspace/kscience/kmath/expressions/AutoDiffValue; public final fun const (Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/expressions/AutoDiffValue; public final fun derive (Ljava/lang/Object;Lkotlin/jvm/functions/Function2;)Ljava/lang/Object; - public synthetic fun div (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun div (Ljava/lang/Number;Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun div (Lspace/kscience/kmath/expressions/AutoDiffValue;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/AutoDiffValue; @@ -352,9 +291,7 @@ public class space/kscience/kmath/expressions/SimpleAutoDiffField : space/kscien public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun minus (Lspace/kscience/kmath/expressions/AutoDiffValue;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/AutoDiffValue; public fun minus (Lspace/kscience/kmath/expressions/AutoDiffValue;Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public fun multiply (Lspace/kscience/kmath/expressions/AutoDiffValue;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/AutoDiffValue; public fun multiply (Lspace/kscience/kmath/expressions/AutoDiffValue;Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object; public fun number (Ljava/lang/Number;)Lspace/kscience/kmath/expressions/AutoDiffValue; @@ -367,6 +304,8 @@ public class space/kscience/kmath/expressions/SimpleAutoDiffField : space/kscien public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun rightSideNumberOperation (Ljava/lang/String;Lspace/kscience/kmath/expressions/AutoDiffValue;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/AutoDiffValue; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; + public fun scale (Lspace/kscience/kmath/expressions/AutoDiffValue;D)Lspace/kscience/kmath/expressions/AutoDiffValue; public final fun setD (Lspace/kscience/kmath/expressions/AutoDiffValue;Ljava/lang/Object;)V public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public fun times (Ljava/lang/Number;Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue; @@ -521,8 +460,6 @@ public final class space/kscience/kmath/linear/BufferMatrixContext : space/kscie public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/nd/Structure2D; - public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun div (Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Number;)Lspace/kscience/kmath/nd/Structure2D; public fun dot (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/linear/BufferMatrix; public synthetic fun dot (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public fun dot (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; @@ -530,21 +467,14 @@ public final class space/kscience/kmath/linear/BufferMatrixContext : space/kscie public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun minus (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/linear/BufferMatrix; public synthetic fun minus (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun multiply (Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Number;)Lspace/kscience/kmath/linear/BufferMatrix; - public synthetic fun multiply (Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Number;)Lspace/kscience/kmath/nd/Structure2D; public final fun one (II)Lspace/kscience/kmath/nd/Structure2D; public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun plus (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public fun point (ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/Buffer; public fun produce (IILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/linear/BufferMatrix; public synthetic fun produce (IILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/Structure2D; - public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun times (Ljava/lang/Number;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; - public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun times (Ljava/lang/Object;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/linear/BufferMatrix; public synthetic fun times (Ljava/lang/Object;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; - public fun times (Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Number;)Lspace/kscience/kmath/nd/Structure2D; public fun times (Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Object;)Lspace/kscience/kmath/linear/BufferMatrix; public synthetic fun times (Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Object;)Lspace/kscience/kmath/nd/Structure2D; public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object; @@ -561,7 +491,7 @@ public final class space/kscience/kmath/linear/BufferMatrixContext$Companion { } public final class space/kscience/kmath/linear/BufferVectorSpace : space/kscience/kmath/linear/VectorSpace { - public fun (ILspace/kscience/kmath/operations/Space;Lkotlin/jvm/functions/Function2;)V + public fun (ILspace/kscience/kmath/operations/Ring;Lkotlin/jvm/functions/Function2;)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 synthetic fun binaryOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; @@ -569,24 +499,17 @@ public final class space/kscience/kmath/linear/BufferVectorSpace : space/kscienc public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/structures/Buffer; - public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun div (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; + public fun getAlgebra ()Lspace/kscience/kmath/operations/Ring; public final fun getBufferFactory ()Lkotlin/jvm/functions/Function2; public fun getSize ()I - public fun getSpace ()Lspace/kscience/kmath/operations/Space; public synthetic fun getZero ()Ljava/lang/Object; public fun getZero ()Lspace/kscience/kmath/structures/Buffer; public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun minus (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun multiply (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun plus (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public fun produce (Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/structures/Buffer; - public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun times (Ljava/lang/Number;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; - public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun times (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; + public fun scale (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Object;)Lspace/kscience/kmath/structures/Buffer; public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object; public fun unaryMinus (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public synthetic fun unaryOperation (Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; @@ -617,7 +540,6 @@ public abstract interface class space/kscience/kmath/linear/GenericMatrixContext public abstract fun dot (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public abstract fun getElementContext ()Lspace/kscience/kmath/operations/Ring; public abstract fun minus (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; - public abstract fun multiply (Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Number;)Lspace/kscience/kmath/nd/Structure2D; public abstract fun times (Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Object;)Lspace/kscience/kmath/nd/Structure2D; public abstract fun unaryMinus (Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; } @@ -627,16 +549,12 @@ public final class space/kscience/kmath/linear/GenericMatrixContext$DefaultImpls public static fun binaryOperation (Lspace/kscience/kmath/linear/GenericMatrixContext;Ljava/lang/String;Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public static fun binaryOperationFunction (Lspace/kscience/kmath/linear/GenericMatrixContext;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun bindSymbol (Lspace/kscience/kmath/linear/GenericMatrixContext;Ljava/lang/String;)Lspace/kscience/kmath/nd/Structure2D; - public static fun div (Lspace/kscience/kmath/linear/GenericMatrixContext;Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Number;)Lspace/kscience/kmath/nd/Structure2D; public static fun dot (Lspace/kscience/kmath/linear/GenericMatrixContext;Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public static fun dot (Lspace/kscience/kmath/linear/GenericMatrixContext;Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public static fun minus (Lspace/kscience/kmath/linear/GenericMatrixContext;Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; - public static fun multiply (Lspace/kscience/kmath/linear/GenericMatrixContext;Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Number;)Lspace/kscience/kmath/nd/Structure2D; public static fun plus (Lspace/kscience/kmath/linear/GenericMatrixContext;Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public static fun point (Lspace/kscience/kmath/linear/GenericMatrixContext;ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/Buffer; - public static fun times (Lspace/kscience/kmath/linear/GenericMatrixContext;Ljava/lang/Number;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public static fun times (Lspace/kscience/kmath/linear/GenericMatrixContext;Ljava/lang/Object;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; - public static fun times (Lspace/kscience/kmath/linear/GenericMatrixContext;Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Number;)Lspace/kscience/kmath/nd/Structure2D; public static fun times (Lspace/kscience/kmath/linear/GenericMatrixContext;Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Object;)Lspace/kscience/kmath/nd/Structure2D; public static fun unaryMinus (Lspace/kscience/kmath/linear/GenericMatrixContext;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public static fun unaryOperation (Lspace/kscience/kmath/linear/GenericMatrixContext;Ljava/lang/String;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; @@ -727,14 +645,10 @@ public final class space/kscience/kmath/linear/MatrixContext$DefaultImpls { public static fun binaryOperation (Lspace/kscience/kmath/linear/MatrixContext;Ljava/lang/String;Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public static fun binaryOperationFunction (Lspace/kscience/kmath/linear/MatrixContext;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun bindSymbol (Lspace/kscience/kmath/linear/MatrixContext;Ljava/lang/String;)Lspace/kscience/kmath/nd/Structure2D; - public static fun div (Lspace/kscience/kmath/linear/MatrixContext;Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Number;)Lspace/kscience/kmath/nd/Structure2D; public static fun minus (Lspace/kscience/kmath/linear/MatrixContext;Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public static fun plus (Lspace/kscience/kmath/linear/MatrixContext;Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public static fun point (Lspace/kscience/kmath/linear/MatrixContext;ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/Buffer; - public static fun times (Lspace/kscience/kmath/linear/MatrixContext;Ljava/lang/Number;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public static fun times (Lspace/kscience/kmath/linear/MatrixContext;Ljava/lang/Object;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; - public static fun times (Lspace/kscience/kmath/linear/MatrixContext;Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Number;)Lspace/kscience/kmath/nd/Structure2D; - public static fun unaryMinus (Lspace/kscience/kmath/linear/MatrixContext;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public static fun unaryOperation (Lspace/kscience/kmath/linear/MatrixContext;Ljava/lang/String;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public static fun unaryOperationFunction (Lspace/kscience/kmath/linear/MatrixContext;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryPlus (Lspace/kscience/kmath/linear/MatrixContext;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; @@ -792,15 +706,11 @@ public final class space/kscience/kmath/linear/RealMatrixContext : space/kscienc public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/nd/Structure2D; - public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun div (Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Number;)Lspace/kscience/kmath/nd/Structure2D; public fun dot (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/linear/BufferMatrix; public synthetic fun dot (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public fun dot (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun minus (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun multiply (Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Number;)Lspace/kscience/kmath/linear/BufferMatrix; public final fun one (II)Lspace/kscience/kmath/nd/Structure2D; public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun plus (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; @@ -808,12 +718,8 @@ public final class space/kscience/kmath/linear/RealMatrixContext : space/kscienc public fun produce (IILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/linear/BufferMatrix; public synthetic fun produce (IILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/Structure2D; public fun times (DLspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/linear/BufferMatrix; - public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun times (Ljava/lang/Number;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; - public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun times (Ljava/lang/Object;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D; public fun times (Lspace/kscience/kmath/nd/Structure2D;D)Lspace/kscience/kmath/linear/BufferMatrix; - public fun times (Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Number;)Lspace/kscience/kmath/nd/Structure2D; public synthetic fun times (Lspace/kscience/kmath/nd/Structure2D;Ljava/lang/Object;)Lspace/kscience/kmath/nd/Structure2D; public final fun toBufferMatrix (Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/linear/BufferMatrix; public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object; @@ -852,16 +758,17 @@ public final class space/kscience/kmath/linear/UnitFeature : space/kscience/kmat public abstract interface class space/kscience/kmath/linear/VectorSpace : space/kscience/kmath/operations/Space { public static final field Companion Lspace/kscience/kmath/linear/VectorSpace$Companion; public abstract fun add (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; + public abstract fun getAlgebra ()Lspace/kscience/kmath/operations/Ring; public abstract fun getSize ()I - public abstract fun getSpace ()Lspace/kscience/kmath/operations/Space; public abstract fun getZero ()Lspace/kscience/kmath/structures/Buffer; - public abstract fun multiply (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; public abstract fun produce (Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/structures/Buffer; + public abstract fun scale (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Object;)Lspace/kscience/kmath/structures/Buffer; + public abstract fun unaryMinus (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; } public final class space/kscience/kmath/linear/VectorSpace$Companion { - public final fun buffered (ILspace/kscience/kmath/operations/Space;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/linear/BufferVectorSpace; - public static synthetic fun buffered$default (Lspace/kscience/kmath/linear/VectorSpace$Companion;ILspace/kscience/kmath/operations/Space;Lkotlin/jvm/functions/Function2;ILjava/lang/Object;)Lspace/kscience/kmath/linear/BufferVectorSpace; + public final fun buffered (ILspace/kscience/kmath/operations/Ring;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/linear/BufferVectorSpace; + public static synthetic fun buffered$default (Lspace/kscience/kmath/linear/VectorSpace$Companion;ILspace/kscience/kmath/operations/Ring;Lkotlin/jvm/functions/Function2;ILjava/lang/Object;)Lspace/kscience/kmath/linear/BufferVectorSpace; public final fun real (I)Lspace/kscience/kmath/linear/BufferVectorSpace; } @@ -870,13 +777,10 @@ public final class space/kscience/kmath/linear/VectorSpace$DefaultImpls { public static fun binaryOperation (Lspace/kscience/kmath/linear/VectorSpace;Ljava/lang/String;Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public static fun binaryOperationFunction (Lspace/kscience/kmath/linear/VectorSpace;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun bindSymbol (Lspace/kscience/kmath/linear/VectorSpace;Ljava/lang/String;)Lspace/kscience/kmath/structures/Buffer; - public static fun div (Lspace/kscience/kmath/linear/VectorSpace;Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; public static fun getZero (Lspace/kscience/kmath/linear/VectorSpace;)Lspace/kscience/kmath/structures/Buffer; public static fun minus (Lspace/kscience/kmath/linear/VectorSpace;Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; - public static fun multiply (Lspace/kscience/kmath/linear/VectorSpace;Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; public static fun plus (Lspace/kscience/kmath/linear/VectorSpace;Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; - public static fun times (Lspace/kscience/kmath/linear/VectorSpace;Ljava/lang/Number;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; - public static fun times (Lspace/kscience/kmath/linear/VectorSpace;Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; + public static fun scale (Lspace/kscience/kmath/linear/VectorSpace;Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Object;)Lspace/kscience/kmath/structures/Buffer; public static fun unaryMinus (Lspace/kscience/kmath/linear/VectorSpace;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public static fun unaryOperation (Lspace/kscience/kmath/linear/VectorSpace;Ljava/lang/String;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public static fun unaryOperationFunction (Lspace/kscience/kmath/linear/VectorSpace;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; @@ -956,14 +860,28 @@ public final class space/kscience/kmath/nd/BufferNDAlgebraKt { public class space/kscience/kmath/nd/BufferedNDField : space/kscience/kmath/nd/BufferedNDRing, space/kscience/kmath/nd/NDField { public fun ([ILspace/kscience/kmath/operations/Field;Lkotlin/jvm/functions/Function2;)V public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; - public synthetic fun div (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun div (Ljava/lang/Number;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; + public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun div (Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; + public fun div (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public fun div (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; public fun div (Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public synthetic fun divide (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun divide (Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; + public synthetic fun leftSideNumberOperation (Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; + public fun leftSideNumberOperation (Ljava/lang/String;Ljava/lang/Number;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; + public fun leftSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object; + public fun number (Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; + public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; + public fun rightSideNumberOperation (Ljava/lang/String;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; + public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; + public fun scale (Lspace/kscience/kmath/nd/NDStructure;D)Lspace/kscience/kmath/nd/NDStructure; + public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; + public fun times (Ljava/lang/Number;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; + public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; + public fun times (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; } public class space/kscience/kmath/nd/BufferedNDRing : space/kscience/kmath/nd/BufferedNDSpace, space/kscience/kmath/nd/NDRing { @@ -990,11 +908,9 @@ public class space/kscience/kmath/nd/BufferedNDSpace : space/kscience/kmath/nd/B public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/nd/NDStructure; public fun combine (Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/NDBuffer; public synthetic fun combine (Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/NDStructure; - public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun div (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public fun getBuffer (Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/structures/Buffer; public final fun getBufferFactory ()Lkotlin/jvm/functions/Function2; - public synthetic fun getElementContext ()Ljava/lang/Object; + public synthetic fun getElementContext ()Lspace/kscience/kmath/operations/Algebra; public final fun getElementContext ()Lspace/kscience/kmath/operations/Space; public final fun getShape ()[I public fun getStrides ()Lspace/kscience/kmath/nd/Strides; @@ -1009,18 +925,12 @@ public class space/kscience/kmath/nd/BufferedNDSpace : space/kscience/kmath/nd/B public fun minus (Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public fun minus (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; public fun minus (Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun multiply (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun plus (Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public fun plus (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; public fun plus (Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public fun produce (Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/NDBuffer; public synthetic fun produce (Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/NDStructure; - public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun times (Ljava/lang/Number;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; - public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun times (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object; public fun unaryMinus (Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public synthetic fun unaryOperation (Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; @@ -1065,7 +975,7 @@ public final class space/kscience/kmath/nd/MutableNDStructure$DefaultImpls { public abstract interface class space/kscience/kmath/nd/NDAlgebra { public static final field Companion Lspace/kscience/kmath/nd/NDAlgebra$Companion; public abstract fun combine (Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/NDStructure; - public abstract fun getElementContext ()Ljava/lang/Object; + public abstract fun getElementContext ()Lspace/kscience/kmath/operations/Algebra; public abstract fun getShape ()[I public abstract fun invoke (Lkotlin/jvm/functions/Function1;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public abstract fun map (Lspace/kscience/kmath/nd/NDStructure;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/NDStructure; @@ -1093,7 +1003,7 @@ public class space/kscience/kmath/nd/NDBuffer : space/kscience/kmath/nd/NDStruct public fun toString ()Ljava/lang/String; } -public abstract interface class space/kscience/kmath/nd/NDField : space/kscience/kmath/nd/NDRing, space/kscience/kmath/operations/Field { +public abstract interface class space/kscience/kmath/nd/NDField : space/kscience/kmath/nd/NDRing, space/kscience/kmath/operations/Field, space/kscience/kmath/operations/ScaleOperations { public abstract fun div (Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public abstract fun div (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; public abstract fun divide (Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; @@ -1104,27 +1014,29 @@ public final class space/kscience/kmath/nd/NDField$DefaultImpls { public static fun binaryOperation (Lspace/kscience/kmath/nd/NDField;Ljava/lang/String;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun binaryOperationFunction (Lspace/kscience/kmath/nd/NDField;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun bindSymbol (Lspace/kscience/kmath/nd/NDField;Ljava/lang/String;)Lspace/kscience/kmath/nd/NDStructure; - public static fun div (Lspace/kscience/kmath/nd/NDField;Ljava/lang/Number;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun div (Lspace/kscience/kmath/nd/NDField;Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun div (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public static fun div (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; public static fun div (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun divide (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun invoke (Lspace/kscience/kmath/nd/NDField;Lkotlin/jvm/functions/Function1;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; + public static fun leftSideNumberOperation (Lspace/kscience/kmath/nd/NDField;Ljava/lang/String;Ljava/lang/Number;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; + public static fun leftSideNumberOperationFunction (Lspace/kscience/kmath/nd/NDField;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun minus (Lspace/kscience/kmath/nd/NDField;Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun minus (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; public static fun minus (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; - public static fun multiply (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public static fun multiply (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; + public static fun number (Lspace/kscience/kmath/nd/NDField;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public static fun plus (Lspace/kscience/kmath/nd/NDField;Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun plus (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; public static fun plus (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; + public static fun rightSideNumberOperation (Lspace/kscience/kmath/nd/NDField;Ljava/lang/String;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; + public static fun rightSideNumberOperationFunction (Lspace/kscience/kmath/nd/NDField;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun times (Lspace/kscience/kmath/nd/NDField;Ljava/lang/Number;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun times (Lspace/kscience/kmath/nd/NDField;Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun times (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public static fun times (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; public static fun times (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; - public static fun unaryMinus (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun unaryOperation (Lspace/kscience/kmath/nd/NDField;Ljava/lang/String;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun unaryOperationFunction (Lspace/kscience/kmath/nd/NDField;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryPlus (Lspace/kscience/kmath/nd/NDField;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; @@ -1145,22 +1057,17 @@ public final class space/kscience/kmath/nd/NDRing$DefaultImpls { public static fun binaryOperation (Lspace/kscience/kmath/nd/NDRing;Ljava/lang/String;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun binaryOperationFunction (Lspace/kscience/kmath/nd/NDRing;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun bindSymbol (Lspace/kscience/kmath/nd/NDRing;Ljava/lang/String;)Lspace/kscience/kmath/nd/NDStructure; - public static fun div (Lspace/kscience/kmath/nd/NDRing;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public static fun invoke (Lspace/kscience/kmath/nd/NDRing;Lkotlin/jvm/functions/Function1;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun minus (Lspace/kscience/kmath/nd/NDRing;Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun minus (Lspace/kscience/kmath/nd/NDRing;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; public static fun minus (Lspace/kscience/kmath/nd/NDRing;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; - public static fun multiply (Lspace/kscience/kmath/nd/NDRing;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public static fun multiply (Lspace/kscience/kmath/nd/NDRing;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun plus (Lspace/kscience/kmath/nd/NDRing;Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun plus (Lspace/kscience/kmath/nd/NDRing;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; public static fun plus (Lspace/kscience/kmath/nd/NDRing;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; - public static fun times (Lspace/kscience/kmath/nd/NDRing;Ljava/lang/Number;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun times (Lspace/kscience/kmath/nd/NDRing;Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; - public static fun times (Lspace/kscience/kmath/nd/NDRing;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public static fun times (Lspace/kscience/kmath/nd/NDRing;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; public static fun times (Lspace/kscience/kmath/nd/NDRing;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; - public static fun unaryMinus (Lspace/kscience/kmath/nd/NDRing;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun unaryOperation (Lspace/kscience/kmath/nd/NDRing;Ljava/lang/String;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun unaryOperationFunction (Lspace/kscience/kmath/nd/NDRing;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryPlus (Lspace/kscience/kmath/nd/NDRing;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; @@ -1171,7 +1078,6 @@ public abstract interface class space/kscience/kmath/nd/NDSpace : space/kscience public abstract fun add (Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public abstract fun minus (Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public abstract fun minus (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; - public abstract fun multiply (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public abstract fun plus (Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public abstract fun plus (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; } @@ -1184,18 +1090,13 @@ public final class space/kscience/kmath/nd/NDSpace$DefaultImpls { public static fun binaryOperation (Lspace/kscience/kmath/nd/NDSpace;Ljava/lang/String;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun binaryOperationFunction (Lspace/kscience/kmath/nd/NDSpace;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun bindSymbol (Lspace/kscience/kmath/nd/NDSpace;Ljava/lang/String;)Lspace/kscience/kmath/nd/NDStructure; - public static fun div (Lspace/kscience/kmath/nd/NDSpace;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public static fun invoke (Lspace/kscience/kmath/nd/NDSpace;Lkotlin/jvm/functions/Function1;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun minus (Lspace/kscience/kmath/nd/NDSpace;Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun minus (Lspace/kscience/kmath/nd/NDSpace;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; public static fun minus (Lspace/kscience/kmath/nd/NDSpace;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; - public static fun multiply (Lspace/kscience/kmath/nd/NDSpace;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public static fun plus (Lspace/kscience/kmath/nd/NDSpace;Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun plus (Lspace/kscience/kmath/nd/NDSpace;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; public static fun plus (Lspace/kscience/kmath/nd/NDSpace;Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; - public static fun times (Lspace/kscience/kmath/nd/NDSpace;Ljava/lang/Number;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; - public static fun times (Lspace/kscience/kmath/nd/NDSpace;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; - public static fun unaryMinus (Lspace/kscience/kmath/nd/NDSpace;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun unaryOperation (Lspace/kscience/kmath/nd/NDSpace;Ljava/lang/String;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public static fun unaryOperationFunction (Lspace/kscience/kmath/nd/NDSpace;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryPlus (Lspace/kscience/kmath/nd/NDSpace;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; @@ -1230,7 +1131,7 @@ public final class space/kscience/kmath/nd/NDStructureKt { public static final fun mapInPlace (Lspace/kscience/kmath/nd/MutableNDStructure;Lkotlin/jvm/functions/Function2;)V } -public final class space/kscience/kmath/nd/RealNDField : space/kscience/kmath/nd/BufferedNDField, space/kscience/kmath/operations/ExtendedField, space/kscience/kmath/operations/RingWithNumbers { +public final class space/kscience/kmath/nd/RealNDField : space/kscience/kmath/nd/BufferedNDField, space/kscience/kmath/operations/ExtendedField, space/kscience/kmath/operations/NumbersAddOperations, space/kscience/kmath/operations/ScaleOperations { public fun ([I)V public synthetic fun acos (Ljava/lang/Object;)Ljava/lang/Object; public fun acos (Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDBuffer; @@ -1258,9 +1159,6 @@ public final class space/kscience/kmath/nd/RealNDField : space/kscience/kmath/nd public fun getOne ()Lspace/kscience/kmath/nd/NDBuffer; public synthetic fun getZero ()Ljava/lang/Object; public fun getZero ()Lspace/kscience/kmath/nd/NDBuffer; - public synthetic fun leftSideNumberOperation (Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun leftSideNumberOperation (Ljava/lang/String;Ljava/lang/Number;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; - public fun leftSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun ln (Ljava/lang/Object;)Ljava/lang/Object; public fun ln (Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDBuffer; public fun map (Lspace/kscience/kmath/nd/NDStructure;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/NDBuffer; @@ -1273,6 +1171,7 @@ public final class space/kscience/kmath/nd/RealNDField : space/kscience/kmath/nd public fun minus (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object; public fun number (Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDBuffer; + public synthetic fun number (Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public synthetic fun plus (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public fun plus (Ljava/lang/Number;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; @@ -1283,9 +1182,9 @@ public final class space/kscience/kmath/nd/RealNDField : space/kscience/kmath/nd public fun power (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDBuffer; public fun produce (Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/NDBuffer; public synthetic fun produce (Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/NDStructure; - public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun rightSideNumberOperation (Ljava/lang/String;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; + public fun scale (Lspace/kscience/kmath/nd/NDStructure;D)Lspace/kscience/kmath/nd/NDStructure; public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object; public fun sin (Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDBuffer; public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object; @@ -1310,7 +1209,7 @@ public final class space/kscience/kmath/nd/ShapeMismatchException : java/lang/Ru public final fun getExpected ()[I } -public final class space/kscience/kmath/nd/ShortNDRing : space/kscience/kmath/nd/BufferedNDRing, space/kscience/kmath/operations/RingWithNumbers { +public final class space/kscience/kmath/nd/ShortNDRing : space/kscience/kmath/nd/BufferedNDRing, space/kscience/kmath/operations/NumbersAddOperations { public fun ([I)V public synthetic fun getOne ()Ljava/lang/Object; public fun getOne ()Lspace/kscience/kmath/nd/NDBuffer; @@ -1420,12 +1319,8 @@ public abstract interface class space/kscience/kmath/operations/AlgebraElement { } public final class space/kscience/kmath/operations/AlgebraElementsKt { - public static final fun div (Lspace/kscience/kmath/operations/AlgebraElement;Ljava/lang/Number;)Lspace/kscience/kmath/operations/AlgebraElement; public static final fun div (Lspace/kscience/kmath/operations/AlgebraElement;Lspace/kscience/kmath/operations/AlgebraElement;)Lspace/kscience/kmath/operations/AlgebraElement; - public static final fun minus (Lspace/kscience/kmath/operations/AlgebraElement;Lspace/kscience/kmath/operations/AlgebraElement;)Lspace/kscience/kmath/operations/AlgebraElement; public static final fun plus (Lspace/kscience/kmath/operations/AlgebraElement;Lspace/kscience/kmath/operations/AlgebraElement;)Lspace/kscience/kmath/operations/AlgebraElement; - public static final fun times (Ljava/lang/Number;Lspace/kscience/kmath/operations/AlgebraElement;)Lspace/kscience/kmath/operations/AlgebraElement; - public static final fun times (Lspace/kscience/kmath/operations/AlgebraElement;Ljava/lang/Number;)Lspace/kscience/kmath/operations/AlgebraElement; public static final fun times (Lspace/kscience/kmath/operations/AlgebraElement;Lspace/kscience/kmath/operations/AlgebraElement;)Lspace/kscience/kmath/operations/AlgebraElement; } @@ -1481,7 +1376,7 @@ public final class space/kscience/kmath/operations/BigInt$Companion { public final fun getZERO ()Lspace/kscience/kmath/operations/BigInt; } -public final class space/kscience/kmath/operations/BigIntField : space/kscience/kmath/operations/Field, space/kscience/kmath/operations/RingWithNumbers { +public final class space/kscience/kmath/operations/BigIntField : space/kscience/kmath/operations/Field, space/kscience/kmath/operations/NumbersAddOperations, space/kscience/kmath/operations/ScaleOperations { public static final field INSTANCE Lspace/kscience/kmath/operations/BigIntField; public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun add (Lspace/kscience/kmath/operations/BigInt;Lspace/kscience/kmath/operations/BigInt;)Lspace/kscience/kmath/operations/BigInt; @@ -1490,8 +1385,6 @@ public final class space/kscience/kmath/operations/BigIntField : space/kscience/ public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/operations/BigInt; - public synthetic fun div (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun div (Ljava/lang/Number;Lspace/kscience/kmath/operations/BigInt;)Lspace/kscience/kmath/operations/BigInt; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun div (Lspace/kscience/kmath/operations/BigInt;Ljava/lang/Number;)Lspace/kscience/kmath/operations/BigInt; @@ -1511,9 +1404,7 @@ public final class space/kscience/kmath/operations/BigIntField : space/kscience/ public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun minus (Lspace/kscience/kmath/operations/BigInt;Ljava/lang/Number;)Lspace/kscience/kmath/operations/BigInt; public fun minus (Lspace/kscience/kmath/operations/BigInt;Lspace/kscience/kmath/operations/BigInt;)Lspace/kscience/kmath/operations/BigInt; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public fun multiply (Lspace/kscience/kmath/operations/BigInt;Ljava/lang/Number;)Lspace/kscience/kmath/operations/BigInt; public fun multiply (Lspace/kscience/kmath/operations/BigInt;Lspace/kscience/kmath/operations/BigInt;)Lspace/kscience/kmath/operations/BigInt; public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object; public fun number (Ljava/lang/Number;)Lspace/kscience/kmath/operations/BigInt; @@ -1526,6 +1417,8 @@ public final class space/kscience/kmath/operations/BigIntField : space/kscience/ public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun rightSideNumberOperation (Ljava/lang/String;Lspace/kscience/kmath/operations/BigInt;Ljava/lang/Number;)Lspace/kscience/kmath/operations/BigInt; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; + public fun scale (Lspace/kscience/kmath/operations/BigInt;D)Lspace/kscience/kmath/operations/BigInt; public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public fun times (Ljava/lang/Number;Lspace/kscience/kmath/operations/BigInt;)Lspace/kscience/kmath/operations/BigInt; public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; @@ -1565,8 +1458,6 @@ public final class space/kscience/kmath/operations/ByteRing : space/kscience/kma public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Byte; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; - public fun div (BLjava/lang/Number;)Ljava/lang/Byte; - public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun getOne ()Ljava/lang/Byte; public synthetic fun getOne ()Ljava/lang/Object; public fun getZero ()Ljava/lang/Byte; @@ -1577,8 +1468,6 @@ public final class space/kscience/kmath/operations/ByteRing : space/kscience/kma public fun minus (BB)Ljava/lang/Byte; public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun multiply (BB)Ljava/lang/Byte; - public fun multiply (BLjava/lang/Number;)Ljava/lang/Byte; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun norm (B)Ljava/lang/Byte; public synthetic fun norm (Ljava/lang/Object;)Ljava/lang/Object; @@ -1590,10 +1479,6 @@ public final class space/kscience/kmath/operations/ByteRing : space/kscience/kma public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun times (BB)Ljava/lang/Byte; - public fun times (BLjava/lang/Number;)Ljava/lang/Byte; - public fun times (Ljava/lang/Number;B)Ljava/lang/Byte; - public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun times (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun unaryMinus (B)Ljava/lang/Byte; public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object; @@ -1605,16 +1490,34 @@ public final class space/kscience/kmath/operations/ByteRing : space/kscience/kma } public abstract interface class space/kscience/kmath/operations/ExponentialOperations : space/kscience/kmath/operations/Algebra { + public static final field ACOSH_OPERATION Ljava/lang/String; + public static final field ASINH_OPERATION Ljava/lang/String; + public static final field ATANH_OPERATION Ljava/lang/String; + public static final field COSH_OPERATION Ljava/lang/String; public static final field Companion Lspace/kscience/kmath/operations/ExponentialOperations$Companion; public static final field EXP_OPERATION Ljava/lang/String; public static final field LN_OPERATION Ljava/lang/String; + public static final field SINH_OPERATION Ljava/lang/String; + public static final field TANH_OPERATION Ljava/lang/String; + public abstract fun acosh (Ljava/lang/Object;)Ljava/lang/Object; + public abstract fun asinh (Ljava/lang/Object;)Ljava/lang/Object; + public abstract fun atanh (Ljava/lang/Object;)Ljava/lang/Object; + public abstract fun cosh (Ljava/lang/Object;)Ljava/lang/Object; public abstract fun exp (Ljava/lang/Object;)Ljava/lang/Object; public abstract fun ln (Ljava/lang/Object;)Ljava/lang/Object; + public abstract fun sinh (Ljava/lang/Object;)Ljava/lang/Object; + public abstract fun tanh (Ljava/lang/Object;)Ljava/lang/Object; } public final class space/kscience/kmath/operations/ExponentialOperations$Companion { + public static final field ACOSH_OPERATION Ljava/lang/String; + public static final field ASINH_OPERATION Ljava/lang/String; + public static final field ATANH_OPERATION Ljava/lang/String; + public static final field COSH_OPERATION Ljava/lang/String; public static final field EXP_OPERATION Ljava/lang/String; public static final field LN_OPERATION Ljava/lang/String; + public static final field SINH_OPERATION Ljava/lang/String; + public static final field TANH_OPERATION Ljava/lang/String; } public final class space/kscience/kmath/operations/ExponentialOperations$DefaultImpls { @@ -1625,7 +1528,7 @@ public final class space/kscience/kmath/operations/ExponentialOperations$Default public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/ExponentialOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; } -public abstract interface class space/kscience/kmath/operations/ExtendedField : space/kscience/kmath/operations/ExtendedFieldOperations, space/kscience/kmath/operations/Field, space/kscience/kmath/operations/NumericAlgebra { +public abstract interface class space/kscience/kmath/operations/ExtendedField : space/kscience/kmath/operations/ExtendedFieldOperations, space/kscience/kmath/operations/Field, space/kscience/kmath/operations/NumericAlgebra, space/kscience/kmath/operations/ScaleOperations { public abstract fun acosh (Ljava/lang/Object;)Ljava/lang/Object; public abstract fun asinh (Ljava/lang/Object;)Ljava/lang/Object; public abstract fun atanh (Ljava/lang/Object;)Ljava/lang/Object; @@ -1643,12 +1546,12 @@ public final class space/kscience/kmath/operations/ExtendedField$DefaultImpls { public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun bindSymbol (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/String;)Ljava/lang/Object; public static fun cosh (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;)Ljava/lang/Object; - public static fun div (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public static fun div (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun div (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun leftSideNumberOperation (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public static fun leftSideNumberOperationFunction (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun minus (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; + public static fun number (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Number;)Ljava/lang/Object; public static fun plus (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun pow (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun rightSideNumberOperation (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; @@ -1660,13 +1563,12 @@ public final class space/kscience/kmath/operations/ExtendedField$DefaultImpls { public static fun times (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public static fun times (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun times (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun unaryMinus (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryPlus (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;)Ljava/lang/Object; } -public abstract interface class space/kscience/kmath/operations/ExtendedFieldOperations : space/kscience/kmath/operations/ExponentialOperations, space/kscience/kmath/operations/FieldOperations, space/kscience/kmath/operations/HyperbolicOperations, space/kscience/kmath/operations/PowerOperations, space/kscience/kmath/operations/TrigonometricOperations { +public abstract interface class space/kscience/kmath/operations/ExtendedFieldOperations : space/kscience/kmath/operations/ExponentialOperations, space/kscience/kmath/operations/FieldOperations, space/kscience/kmath/operations/PowerOperations, space/kscience/kmath/operations/TrigonometricOperations { public abstract fun tan (Ljava/lang/Object;)Ljava/lang/Object; public abstract fun tanh (Ljava/lang/Object;)Ljava/lang/Object; public abstract fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; @@ -1676,7 +1578,6 @@ public final class space/kscience/kmath/operations/ExtendedFieldOperations$Defau public static fun binaryOperation (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun bindSymbol (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/String;)Ljava/lang/Object; - public static fun div (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun div (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun minus (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun plus (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; @@ -1684,32 +1585,32 @@ public final class space/kscience/kmath/operations/ExtendedFieldOperations$Defau public static fun sqrt (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;)Ljava/lang/Object; public static fun tan (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;)Ljava/lang/Object; public static fun tanh (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;)Ljava/lang/Object; - public static fun times (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public static fun times (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun times (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun unaryMinus (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryPlus (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;)Ljava/lang/Object; } -public abstract interface class space/kscience/kmath/operations/Field : space/kscience/kmath/operations/FieldOperations, space/kscience/kmath/operations/Ring { - public abstract fun div (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; +public abstract interface class space/kscience/kmath/operations/Field : space/kscience/kmath/operations/FieldOperations, space/kscience/kmath/operations/NumericAlgebra, space/kscience/kmath/operations/Ring, space/kscience/kmath/operations/ScaleOperations { + public abstract fun number (Ljava/lang/Number;)Ljava/lang/Object; } public final class space/kscience/kmath/operations/Field$DefaultImpls { public static fun binaryOperation (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun bindSymbol (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;)Ljava/lang/Object; - public static fun div (Lspace/kscience/kmath/operations/Field;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public static fun div (Lspace/kscience/kmath/operations/Field;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun div (Lspace/kscience/kmath/operations/Field;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; + public static fun leftSideNumberOperation (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; + public static fun leftSideNumberOperationFunction (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun minus (Lspace/kscience/kmath/operations/Field;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; + public static fun number (Lspace/kscience/kmath/operations/Field;Ljava/lang/Number;)Ljava/lang/Object; public static fun plus (Lspace/kscience/kmath/operations/Field;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; + public static fun rightSideNumberOperation (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; + public static fun rightSideNumberOperationFunction (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun times (Lspace/kscience/kmath/operations/Field;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public static fun times (Lspace/kscience/kmath/operations/Field;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun times (Lspace/kscience/kmath/operations/Field;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun unaryMinus (Lspace/kscience/kmath/operations/Field;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryPlus (Lspace/kscience/kmath/operations/Field;Ljava/lang/Object;)Ljava/lang/Object; @@ -1731,14 +1632,10 @@ public final class space/kscience/kmath/operations/FieldOperations$DefaultImpls public static fun binaryOperation (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun bindSymbol (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/String;)Ljava/lang/Object; - public static fun div (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun div (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun minus (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun plus (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun times (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public static fun times (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun times (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun unaryMinus (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryPlus (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Object;)Ljava/lang/Object; @@ -1771,8 +1668,6 @@ public final class space/kscience/kmath/operations/FloatField : space/kscience/k public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object; public fun div (FF)Ljava/lang/Float; public fun div (FLjava/lang/Number;)Ljava/lang/Float; - public fun div (Ljava/lang/Number;F)Ljava/lang/Float; - public synthetic fun div (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun divide (FF)Ljava/lang/Float; @@ -1791,8 +1686,6 @@ public final class space/kscience/kmath/operations/FloatField : space/kscience/k public fun minus (FF)Ljava/lang/Float; public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun multiply (FF)Ljava/lang/Float; - public fun multiply (FLjava/lang/Number;)Ljava/lang/Float; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun norm (F)Ljava/lang/Float; public synthetic fun norm (Ljava/lang/Object;)Ljava/lang/Object; @@ -1807,6 +1700,8 @@ public final class space/kscience/kmath/operations/FloatField : space/kscience/k public fun rightSideNumberOperation (Ljava/lang/String;FLjava/lang/Number;)Ljava/lang/Float; public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public fun scale (FD)Ljava/lang/Float; + public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; public fun sin (F)Ljava/lang/Float; public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object; public fun sinh (F)Ljava/lang/Float; @@ -1832,39 +1727,6 @@ public final class space/kscience/kmath/operations/FloatField : space/kscience/k public synthetic fun unaryPlus (Ljava/lang/Object;)Ljava/lang/Object; } -public abstract interface class space/kscience/kmath/operations/HyperbolicOperations : space/kscience/kmath/operations/Algebra { - public static final field ACOSH_OPERATION Ljava/lang/String; - public static final field ASINH_OPERATION Ljava/lang/String; - public static final field ATANH_OPERATION Ljava/lang/String; - public static final field COSH_OPERATION Ljava/lang/String; - public static final field Companion Lspace/kscience/kmath/operations/HyperbolicOperations$Companion; - public static final field SINH_OPERATION Ljava/lang/String; - public static final field TANH_OPERATION Ljava/lang/String; - public abstract fun acosh (Ljava/lang/Object;)Ljava/lang/Object; - public abstract fun asinh (Ljava/lang/Object;)Ljava/lang/Object; - public abstract fun atanh (Ljava/lang/Object;)Ljava/lang/Object; - public abstract fun cosh (Ljava/lang/Object;)Ljava/lang/Object; - public abstract fun sinh (Ljava/lang/Object;)Ljava/lang/Object; - public abstract fun tanh (Ljava/lang/Object;)Ljava/lang/Object; -} - -public final class space/kscience/kmath/operations/HyperbolicOperations$Companion { - public static final field ACOSH_OPERATION Ljava/lang/String; - public static final field ASINH_OPERATION Ljava/lang/String; - public static final field ATANH_OPERATION Ljava/lang/String; - public static final field COSH_OPERATION Ljava/lang/String; - public static final field SINH_OPERATION Ljava/lang/String; - public static final field TANH_OPERATION Ljava/lang/String; -} - -public final class space/kscience/kmath/operations/HyperbolicOperations$DefaultImpls { - public static fun binaryOperation (Lspace/kscience/kmath/operations/HyperbolicOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/HyperbolicOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; - public static fun bindSymbol (Lspace/kscience/kmath/operations/HyperbolicOperations;Ljava/lang/String;)Ljava/lang/Object; - public static fun unaryOperation (Lspace/kscience/kmath/operations/HyperbolicOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; - public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/HyperbolicOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; -} - public final class space/kscience/kmath/operations/IntRing : space/kscience/kmath/operations/Norm, space/kscience/kmath/operations/NumericAlgebra, space/kscience/kmath/operations/Ring { public static final field INSTANCE Lspace/kscience/kmath/operations/IntRing; public fun add (II)Ljava/lang/Integer; @@ -1874,8 +1736,6 @@ public final class space/kscience/kmath/operations/IntRing : space/kscience/kmat public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Integer; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; - public fun div (ILjava/lang/Number;)Ljava/lang/Integer; - public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun getOne ()Ljava/lang/Integer; public synthetic fun getOne ()Ljava/lang/Object; public fun getZero ()Ljava/lang/Integer; @@ -1886,8 +1746,6 @@ public final class space/kscience/kmath/operations/IntRing : space/kscience/kmat public fun minus (II)Ljava/lang/Integer; public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun multiply (II)Ljava/lang/Integer; - public fun multiply (ILjava/lang/Number;)Ljava/lang/Integer; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun norm (I)Ljava/lang/Integer; public synthetic fun norm (Ljava/lang/Object;)Ljava/lang/Object; @@ -1899,10 +1757,6 @@ public final class space/kscience/kmath/operations/IntRing : space/kscience/kmat public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun times (II)Ljava/lang/Integer; - public fun times (ILjava/lang/Number;)Ljava/lang/Integer; - public fun times (Ljava/lang/Number;I)Ljava/lang/Integer; - public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun times (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun unaryMinus (I)Ljava/lang/Integer; public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object; @@ -1923,7 +1777,7 @@ public final class space/kscience/kmath/operations/JBigDecimalField : space/ksci public final class space/kscience/kmath/operations/JBigDecimalField$Companion : space/kscience/kmath/operations/JBigDecimalFieldBase { } -public abstract class space/kscience/kmath/operations/JBigDecimalFieldBase : space/kscience/kmath/operations/Field, space/kscience/kmath/operations/NumericAlgebra, space/kscience/kmath/operations/PowerOperations { +public abstract class space/kscience/kmath/operations/JBigDecimalFieldBase : space/kscience/kmath/operations/Field, space/kscience/kmath/operations/NumericAlgebra, space/kscience/kmath/operations/PowerOperations, space/kscience/kmath/operations/ScaleOperations { public fun ()V public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun add (Ljava/math/BigDecimal;Ljava/math/BigDecimal;)Ljava/math/BigDecimal; @@ -1932,8 +1786,6 @@ public abstract class space/kscience/kmath/operations/JBigDecimalFieldBase : spa public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public fun bindSymbol (Ljava/lang/String;)Ljava/math/BigDecimal; - public synthetic fun div (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun div (Ljava/lang/Number;Ljava/math/BigDecimal;)Ljava/math/BigDecimal; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun div (Ljava/math/BigDecimal;Ljava/lang/Number;)Ljava/math/BigDecimal; @@ -1949,9 +1801,7 @@ public abstract class space/kscience/kmath/operations/JBigDecimalFieldBase : spa public fun leftSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun minus (Ljava/math/BigDecimal;Ljava/math/BigDecimal;)Ljava/math/BigDecimal; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public fun multiply (Ljava/math/BigDecimal;Ljava/lang/Number;)Ljava/math/BigDecimal; public fun multiply (Ljava/math/BigDecimal;Ljava/math/BigDecimal;)Ljava/math/BigDecimal; public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object; public fun number (Ljava/lang/Number;)Ljava/math/BigDecimal; @@ -1964,6 +1814,8 @@ public abstract class space/kscience/kmath/operations/JBigDecimalFieldBase : spa public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun rightSideNumberOperation (Ljava/lang/String;Ljava/math/BigDecimal;Ljava/lang/Number;)Ljava/math/BigDecimal; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; + public fun scale (Ljava/math/BigDecimal;D)Ljava/math/BigDecimal; public synthetic fun sqrt (Ljava/lang/Object;)Ljava/lang/Object; public fun sqrt (Ljava/math/BigDecimal;)Ljava/math/BigDecimal; public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; @@ -1981,7 +1833,7 @@ public abstract class space/kscience/kmath/operations/JBigDecimalFieldBase : spa public fun unaryPlus (Ljava/math/BigDecimal;)Ljava/math/BigDecimal; } -public final class space/kscience/kmath/operations/JBigIntegerField : space/kscience/kmath/operations/Field, space/kscience/kmath/operations/NumericAlgebra { +public final class space/kscience/kmath/operations/JBigIntegerField : space/kscience/kmath/operations/NumericAlgebra, space/kscience/kmath/operations/Ring { public static final field INSTANCE Lspace/kscience/kmath/operations/JBigIntegerField; public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun add (Ljava/math/BigInteger;Ljava/math/BigInteger;)Ljava/math/BigInteger; @@ -1990,14 +1842,6 @@ public final class space/kscience/kmath/operations/JBigIntegerField : space/ksci public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public fun bindSymbol (Ljava/lang/String;)Ljava/math/BigInteger; - public synthetic fun div (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun div (Ljava/lang/Number;Ljava/math/BigInteger;)Ljava/math/BigInteger; - public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public fun div (Ljava/math/BigInteger;Ljava/lang/Number;)Ljava/math/BigInteger; - public fun div (Ljava/math/BigInteger;Ljava/math/BigInteger;)Ljava/math/BigInteger; - public synthetic fun divide (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public fun divide (Ljava/math/BigInteger;Ljava/math/BigInteger;)Ljava/math/BigInteger; public synthetic fun getOne ()Ljava/lang/Object; public fun getOne ()Ljava/math/BigInteger; public synthetic fun getZero ()Ljava/lang/Object; @@ -2007,9 +1851,7 @@ public final class space/kscience/kmath/operations/JBigIntegerField : space/ksci public fun leftSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun minus (Ljava/math/BigInteger;Ljava/math/BigInteger;)Ljava/math/BigInteger; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public fun multiply (Ljava/math/BigInteger;Ljava/lang/Number;)Ljava/math/BigInteger; public fun multiply (Ljava/math/BigInteger;Ljava/math/BigInteger;)Ljava/math/BigInteger; public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object; public fun number (Ljava/lang/Number;)Ljava/math/BigInteger; @@ -2018,11 +1860,7 @@ public final class space/kscience/kmath/operations/JBigIntegerField : space/ksci public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun rightSideNumberOperation (Ljava/lang/String;Ljava/math/BigInteger;Ljava/lang/Number;)Ljava/math/BigInteger; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; - public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun times (Ljava/lang/Number;Ljava/math/BigInteger;)Ljava/math/BigInteger; - public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun times (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public fun times (Ljava/math/BigInteger;Ljava/lang/Number;)Ljava/math/BigInteger; public fun times (Ljava/math/BigInteger;Ljava/math/BigInteger;)Ljava/math/BigInteger; public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object; public fun unaryMinus (Ljava/math/BigInteger;)Ljava/math/BigInteger; @@ -2045,8 +1883,6 @@ public final class space/kscience/kmath/operations/LongRing : space/kscience/kma public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Long; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; - public fun div (JLjava/lang/Number;)Ljava/lang/Long; - public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun getOne ()Ljava/lang/Long; public synthetic fun getOne ()Ljava/lang/Object; public fun getZero ()Ljava/lang/Long; @@ -2057,8 +1893,6 @@ public final class space/kscience/kmath/operations/LongRing : space/kscience/kma public fun minus (JJ)Ljava/lang/Long; public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun multiply (JJ)Ljava/lang/Long; - public fun multiply (JLjava/lang/Number;)Ljava/lang/Long; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun norm (J)Ljava/lang/Long; public synthetic fun norm (Ljava/lang/Object;)Ljava/lang/Object; @@ -2070,10 +1904,6 @@ public final class space/kscience/kmath/operations/LongRing : space/kscience/kma public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun times (JJ)Ljava/lang/Long; - public fun times (JLjava/lang/Number;)Ljava/lang/Long; - public fun times (Ljava/lang/Number;J)Ljava/lang/Long; - public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun times (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun unaryMinus (J)Ljava/lang/Long; public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object; @@ -2088,6 +1918,25 @@ public abstract interface class space/kscience/kmath/operations/Norm { public abstract fun norm (Ljava/lang/Object;)Ljava/lang/Object; } +public final class space/kscience/kmath/operations/NumbersAddOperations$DefaultImpls { + public static fun binaryOperation (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; + public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public static fun bindSymbol (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;)Ljava/lang/Object; + public static fun leftSideNumberOperation (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; + public static fun leftSideNumberOperationFunction (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public static fun minus (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; + public static fun minus (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; + public static fun minus (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; + public static fun plus (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; + public static fun plus (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; + public static fun plus (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; + public static fun rightSideNumberOperation (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; + public static fun rightSideNumberOperationFunction (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public static fun unaryOperation (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; + public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; + public static fun unaryPlus (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/Object;)Ljava/lang/Object; +} + public abstract interface class space/kscience/kmath/operations/NumericAlgebra : space/kscience/kmath/operations/Algebra { public abstract fun leftSideNumberOperation (Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public abstract fun leftSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; @@ -2135,7 +1984,7 @@ public final class space/kscience/kmath/operations/PowerOperations$DefaultImpls public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/PowerOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; } -public final class space/kscience/kmath/operations/RealField : space/kscience/kmath/operations/ExtendedField, space/kscience/kmath/operations/Norm { +public final class space/kscience/kmath/operations/RealField : space/kscience/kmath/operations/ExtendedField, space/kscience/kmath/operations/Norm, space/kscience/kmath/operations/ScaleOperations { public static final field INSTANCE Lspace/kscience/kmath/operations/RealField; public fun acos (D)Ljava/lang/Double; public synthetic fun acos (Ljava/lang/Object;)Ljava/lang/Object; @@ -2162,8 +2011,6 @@ public final class space/kscience/kmath/operations/RealField : space/kscience/km public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object; public fun div (DD)Ljava/lang/Double; public fun div (DLjava/lang/Number;)Ljava/lang/Double; - public fun div (Ljava/lang/Number;D)Ljava/lang/Double; - public synthetic fun div (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun divide (DD)Ljava/lang/Double; @@ -2182,8 +2029,6 @@ public final class space/kscience/kmath/operations/RealField : space/kscience/km public fun minus (DD)Ljava/lang/Double; public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun multiply (DD)Ljava/lang/Double; - public fun multiply (DLjava/lang/Number;)Ljava/lang/Double; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun norm (D)Ljava/lang/Double; public synthetic fun norm (Ljava/lang/Object;)Ljava/lang/Object; @@ -2198,6 +2043,8 @@ public final class space/kscience/kmath/operations/RealField : space/kscience/km public fun rightSideNumberOperation (Ljava/lang/String;DLjava/lang/Number;)Ljava/lang/Double; public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public fun scale (DD)Ljava/lang/Double; + public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; public fun sin (D)Ljava/lang/Double; public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object; public fun sinh (D)Ljava/lang/Double; @@ -2231,13 +2078,9 @@ public final class space/kscience/kmath/operations/Ring$DefaultImpls { public static fun binaryOperation (Lspace/kscience/kmath/operations/Ring;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/Ring;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun bindSymbol (Lspace/kscience/kmath/operations/Ring;Ljava/lang/String;)Ljava/lang/Object; - public static fun div (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun minus (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun plus (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun times (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public static fun times (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun times (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun unaryMinus (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/operations/Ring;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/Ring;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryPlus (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;)Ljava/lang/Object; @@ -2259,41 +2102,30 @@ public final class space/kscience/kmath/operations/RingOperations$DefaultImpls { public static fun binaryOperation (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun bindSymbol (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/String;)Ljava/lang/Object; - public static fun div (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun minus (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun plus (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun times (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public static fun times (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun times (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun unaryMinus (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryPlus (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/Object;)Ljava/lang/Object; } -public final class space/kscience/kmath/operations/RingWithNumbers$DefaultImpls { - public static fun binaryOperation (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; - public static fun bindSymbol (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/String;)Ljava/lang/Object; - public static fun div (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public static fun leftSideNumberOperation (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public static fun leftSideNumberOperationFunction (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; - public static fun minus (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public static fun minus (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public static fun minus (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun number (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/Number;)Ljava/lang/Object; - public static fun plus (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public static fun plus (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public static fun plus (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun rightSideNumberOperation (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public static fun rightSideNumberOperationFunction (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; - public static fun times (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public static fun times (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public static fun times (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun unaryMinus (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/Object;)Ljava/lang/Object; - public static fun unaryOperation (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; - public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; - public static fun unaryPlus (Lspace/kscience/kmath/operations/RingWithNumbers;Ljava/lang/Object;)Ljava/lang/Object; +public abstract interface class space/kscience/kmath/operations/ScaleOperations : space/kscience/kmath/operations/Algebra { + public abstract fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; + public abstract fun scale (Ljava/lang/Object;D)Ljava/lang/Object; + public abstract fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; + public abstract fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; +} + +public final class space/kscience/kmath/operations/ScaleOperations$DefaultImpls { + public static fun binaryOperation (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; + public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public static fun bindSymbol (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/String;)Ljava/lang/Object; + public static fun div (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; + public static fun times (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; + public static fun times (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; + public static fun unaryOperation (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; + public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; } public final class space/kscience/kmath/operations/ShortRing : space/kscience/kmath/operations/Norm, space/kscience/kmath/operations/NumericAlgebra, space/kscience/kmath/operations/Ring { @@ -2305,8 +2137,6 @@ public final class space/kscience/kmath/operations/ShortRing : space/kscience/km public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Short; - public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public fun div (SLjava/lang/Number;)Ljava/lang/Short; public synthetic fun getOne ()Ljava/lang/Object; public fun getOne ()Ljava/lang/Short; public synthetic fun getZero ()Ljava/lang/Object; @@ -2316,9 +2146,7 @@ public final class space/kscience/kmath/operations/ShortRing : space/kscience/km public fun leftSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun minus (SS)Ljava/lang/Short; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public fun multiply (SLjava/lang/Number;)Ljava/lang/Short; public fun multiply (SS)Ljava/lang/Short; public synthetic fun norm (Ljava/lang/Object;)Ljava/lang/Object; public fun norm (S)Ljava/lang/Short; @@ -2329,11 +2157,7 @@ public final class space/kscience/kmath/operations/ShortRing : space/kscience/km public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun rightSideNumberOperation (Ljava/lang/String;SLjava/lang/Number;)Ljava/lang/Short; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; - public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun times (Ljava/lang/Number;S)Ljava/lang/Short; - public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun times (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public fun times (SLjava/lang/Number;)Ljava/lang/Short; public fun times (SS)Ljava/lang/Short; public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object; public fun unaryMinus (S)Ljava/lang/Short; @@ -2352,12 +2176,8 @@ public final class space/kscience/kmath/operations/Space$DefaultImpls { public static fun binaryOperation (Lspace/kscience/kmath/operations/Space;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/Space;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun bindSymbol (Lspace/kscience/kmath/operations/Space;Ljava/lang/String;)Ljava/lang/Object; - public static fun div (Lspace/kscience/kmath/operations/Space;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun minus (Lspace/kscience/kmath/operations/Space;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun plus (Lspace/kscience/kmath/operations/Space;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun times (Lspace/kscience/kmath/operations/Space;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public static fun times (Lspace/kscience/kmath/operations/Space;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public static fun unaryMinus (Lspace/kscience/kmath/operations/Space;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/operations/Space;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/Space;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryPlus (Lspace/kscience/kmath/operations/Space;Ljava/lang/Object;)Ljava/lang/Object; @@ -2369,12 +2189,8 @@ public abstract interface class space/kscience/kmath/operations/SpaceOperations public static final field PLUS_OPERATION Ljava/lang/String; public abstract fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public abstract fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; - public abstract fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public abstract fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public abstract fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public abstract fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public abstract fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public abstract fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public abstract fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object; public abstract fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public abstract fun unaryPlus (Ljava/lang/Object;)Ljava/lang/Object; @@ -2389,12 +2205,8 @@ public final class space/kscience/kmath/operations/SpaceOperations$DefaultImpls public static fun binaryOperation (Lspace/kscience/kmath/operations/SpaceOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/SpaceOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun bindSymbol (Lspace/kscience/kmath/operations/SpaceOperations;Ljava/lang/String;)Ljava/lang/Object; - public static fun div (Lspace/kscience/kmath/operations/SpaceOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun minus (Lspace/kscience/kmath/operations/SpaceOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun plus (Lspace/kscience/kmath/operations/SpaceOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public static fun times (Lspace/kscience/kmath/operations/SpaceOperations;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public static fun times (Lspace/kscience/kmath/operations/SpaceOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; - public static fun unaryMinus (Lspace/kscience/kmath/operations/SpaceOperations;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/operations/SpaceOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/SpaceOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryPlus (Lspace/kscience/kmath/operations/SpaceOperations;Ljava/lang/Object;)Ljava/lang/Object; @@ -2776,8 +2588,6 @@ public final class space/kscience/kmath/structures/RealBufferField : space/kscie public fun cos-LGjt3BI (Lspace/kscience/kmath/structures/Buffer;)[D public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object; public fun cosh-LGjt3BI (Lspace/kscience/kmath/structures/Buffer;)[D - public synthetic fun div (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun div (Ljava/lang/Number;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun div (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; @@ -2798,9 +2608,7 @@ public final class space/kscience/kmath/structures/RealBufferField : space/kscie public fun ln-LGjt3BI (Lspace/kscience/kmath/structures/Buffer;)[D public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun minus (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public fun multiply-8hrHhI4 (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)[D public fun multiply-8hrHhI4 (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)[D public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object; public fun number (Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; @@ -2813,6 +2621,8 @@ public final class space/kscience/kmath/structures/RealBufferField : space/kscie public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun rightSideNumberOperation (Ljava/lang/String;Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; + public fun scale-8hrHhI4 (Lspace/kscience/kmath/structures/Buffer;D)[D public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object; public fun sin-LGjt3BI (Lspace/kscience/kmath/structures/Buffer;)[D public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object; @@ -2863,9 +2673,7 @@ public final class space/kscience/kmath/structures/RealBufferFieldOperations : s public fun cos-LGjt3BI (Lspace/kscience/kmath/structures/Buffer;)[D public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object; public fun cosh-LGjt3BI (Lspace/kscience/kmath/structures/Buffer;)[D - public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public fun div (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; public fun div (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public synthetic fun divide (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun divide-8hrHhI4 (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)[D @@ -2875,9 +2683,7 @@ public final class space/kscience/kmath/structures/RealBufferFieldOperations : s public fun ln-LGjt3BI (Lspace/kscience/kmath/structures/Buffer;)[D public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun minus (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public fun multiply-8hrHhI4 (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)[D public fun multiply-8hrHhI4 (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)[D public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public fun plus (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; @@ -2895,14 +2701,10 @@ public final class space/kscience/kmath/structures/RealBufferFieldOperations : s public fun tan-LGjt3BI (Lspace/kscience/kmath/structures/Buffer;)[D public synthetic fun tanh (Ljava/lang/Object;)Ljava/lang/Object; public fun tanh-LGjt3BI (Lspace/kscience/kmath/structures/Buffer;)[D - public synthetic fun times (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun times (Ljava/lang/Number;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; - public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun times (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public fun times (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Number;)Lspace/kscience/kmath/structures/Buffer; public fun times (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object; - public fun unaryMinus (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; + public fun unaryMinus-LGjt3BI (Lspace/kscience/kmath/structures/Buffer;)[D public synthetic fun unaryOperation (Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public fun unaryOperation (Ljava/lang/String;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer; public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/HyperSquareDomain.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/HyperSquareDomain.kt index 3d0c6d3b8..c948f8672 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/HyperSquareDomain.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/HyperSquareDomain.kt @@ -16,8 +16,8 @@ package space.kscience.kmath.domains import space.kscience.kmath.linear.Point +import space.kscience.kmath.misc.UnstableKMathAPI import space.kscience.kmath.structures.Buffer -import space.kscience.kmath.structures.RealBuffer import space.kscience.kmath.structures.indices /** @@ -26,6 +26,7 @@ import space.kscience.kmath.structures.indices * * @author Alexander Nozik */ +@UnstableKMathAPI public class HyperSquareDomain(private val lower: Buffer, private val upper: Buffer) : RealDomain { public override val dimension: Int get() = lower.size @@ -33,26 +34,10 @@ public class HyperSquareDomain(private val lower: Buffer, private val up point[i] in lower[i]..upper[i] } - public override fun getLowerBound(num: Int, point: Point): Double = lower[num] - public override fun getLowerBound(num: Int): Double = lower[num] - public override fun getUpperBound(num: Int, point: Point): Double = upper[num] - public override fun getUpperBound(num: Int): Double = upper[num] - public override fun nearestInDomain(point: Point): Point { - val res = DoubleArray(point.size) { i -> - when { - point[i] < lower[i] -> lower[i] - point[i] > upper[i] -> upper[i] - else -> point[i] - } - } - - return RealBuffer(*res) - } - public override fun volume(): Double { var res = 1.0 diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/RealDomain.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/RealDomain.kt index 13555dad9..c20cbfec1 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/RealDomain.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/RealDomain.kt @@ -15,45 +15,27 @@ */ package space.kscience.kmath.domains -import space.kscience.kmath.linear.Point +import space.kscience.kmath.misc.UnstableKMathAPI /** * n-dimensional volume * * @author Alexander Nozik */ +@UnstableKMathAPI public interface RealDomain : Domain { - public fun nearestInDomain(point: Point): Point - - /** - * The lower edge for the domain going down from point - * @param num - * @param point - * @return - */ - public fun getLowerBound(num: Int, point: Point): Double? - - /** - * The upper edge of the domain going up from point - * @param num - * @param point - * @return - */ - public fun getUpperBound(num: Int, point: Point): Double? /** * Global lower edge - * @param num - * @return + * @param num axis number */ - public fun getLowerBound(num: Int): Double? + public fun getLowerBound(num: Int): Double /** * Global upper edge - * @param num - * @return + * @param num axis number */ - public fun getUpperBound(num: Int): Double? + public fun getUpperBound(num: Int): Double /** * Hyper volume diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/UnconstrainedDomain.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/UnconstrainedDomain.kt index f1bcc50ad..002caac50 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/UnconstrainedDomain.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/UnconstrainedDomain.kt @@ -16,19 +16,15 @@ package space.kscience.kmath.domains import space.kscience.kmath.linear.Point +import space.kscience.kmath.misc.UnstableKMathAPI +@UnstableKMathAPI public class UnconstrainedDomain(public override val dimension: Int) : RealDomain { public override operator fun contains(point: Point): Boolean = true - public override fun getLowerBound(num: Int, point: Point): Double? = Double.NEGATIVE_INFINITY + public override fun getLowerBound(num: Int): Double = Double.NEGATIVE_INFINITY - public override fun getLowerBound(num: Int): Double? = Double.NEGATIVE_INFINITY - - public override fun getUpperBound(num: Int, point: Point): Double? = Double.POSITIVE_INFINITY - - public override fun getUpperBound(num: Int): Double? = Double.POSITIVE_INFINITY - - public override fun nearestInDomain(point: Point): Point = point + public override fun getUpperBound(num: Int): Double = Double.POSITIVE_INFINITY public override fun volume(): Double = Double.POSITIVE_INFINITY } diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/UnivariateDomain.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/UnivariateDomain.kt index 36cd4afa7..d20349960 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/UnivariateDomain.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/UnivariateDomain.kt @@ -1,11 +1,11 @@ package space.kscience.kmath.domains import space.kscience.kmath.linear.Point -import space.kscience.kmath.structures.asBuffer +import space.kscience.kmath.misc.UnstableKMathAPI +@UnstableKMathAPI public inline class UnivariateDomain(public val range: ClosedFloatingPointRange) : RealDomain { - public override val dimension: Int - get() = 1 + public override val dimension: Int get() = 1 public operator fun contains(d: Double): Boolean = range.contains(d) @@ -14,33 +14,12 @@ public inline class UnivariateDomain(public val range: ClosedFloatingPointRange< return contains(point[0]) } - public override fun nearestInDomain(point: Point): Point { - require(point.size == 1) - val value = point[0] - - return when { - value in range -> point - value >= range.endInclusive -> doubleArrayOf(range.endInclusive).asBuffer() - else -> doubleArrayOf(range.start).asBuffer() - } - } - - public override fun getLowerBound(num: Int, point: Point): Double? { + public override fun getLowerBound(num: Int): Double { require(num == 0) return range.start } - public override fun getUpperBound(num: Int, point: Point): Double? { - require(num == 0) - return range.endInclusive - } - - public override fun getLowerBound(num: Int): Double? { - require(num == 0) - return range.start - } - - public override fun getUpperBound(num: Int): Double? { + public override fun getUpperBound(num: Int): Double { require(num == 0) return range.endInclusive } diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/FunctionalExpressionAlgebra.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/FunctionalExpressionAlgebra.kt index 5177bc868..3c23d0ecf 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/FunctionalExpressionAlgebra.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/FunctionalExpressionAlgebra.kt @@ -48,18 +48,21 @@ public open class FunctionalExpressionSpace>( ) : FunctionalExpressionAlgebra(algebra), Space> { public override val zero: Expression get() = const(algebra.zero) + override fun Expression.unaryMinus(): Expression = + unaryOperation(SpaceOperations.MINUS_OPERATION, this) + /** * Builds an Expression of addition of two another expressions. */ public override fun add(a: Expression, b: Expression): Expression = - binaryOperationFunction(SpaceOperations.PLUS_OPERATION)(a, b) + binaryOperation(SpaceOperations.PLUS_OPERATION, a, b) - /** - * Builds an Expression of multiplication of expression by number. - */ - public override fun multiply(a: Expression, k: Number): Expression = Expression { arguments -> - algebra.multiply(a.invoke(arguments), k) - } +// /** +// * Builds an Expression of multiplication of expression by number. +// */ +// public override fun multiply(a: Expression, k: Number): Expression = Expression { arguments -> +// algebra.multiply(a.invoke(arguments), k) +// } public operator fun Expression.plus(arg: T): Expression = this + const(arg) public operator fun Expression.minus(arg: T): Expression = this - const(arg) @@ -71,13 +74,13 @@ public open class FunctionalExpressionSpace>( public override fun binaryOperationFunction(operation: String): (left: Expression, right: Expression) -> Expression = super.binaryOperationFunction(operation) + } public open class FunctionalExpressionRing>( algebra: A, ) : FunctionalExpressionSpace(algebra), Ring> { - public override val one: Expression - get() = const(algebra.one) + public override val one: Expression get() = const(algebra.one) /** * Builds an Expression of multiplication of two expressions. @@ -95,9 +98,10 @@ public open class FunctionalExpressionRing>( super.binaryOperationFunction(operation) } -public open class FunctionalExpressionField>( +public open class FunctionalExpressionField>( algebra: A, -) : FunctionalExpressionRing(algebra), Field> { +) : FunctionalExpressionRing(algebra), Field>, + ScaleOperations> { /** * Builds an Expression of division an expression by another one. */ @@ -112,6 +116,10 @@ public open class FunctionalExpressionField>( public override fun binaryOperationFunction(operation: String): (left: Expression, right: Expression) -> Expression = super.binaryOperationFunction(operation) + + override fun scale(a: Expression, value: Double): Expression = algebra { + Expression { args -> a(args) * value } + } } public open class FunctionalExpressionExtendedField>( @@ -160,5 +168,6 @@ public inline fun > A.expressionInRing(block: FunctionalExpressio public inline fun > A.expressionInField(block: FunctionalExpressionField.() -> Expression): Expression = FunctionalExpressionField(this).block() -public inline fun > A.expressionInExtendedField(block: FunctionalExpressionExtendedField.() -> Expression): Expression = - FunctionalExpressionExtendedField(this).block() +public inline fun > A.expressionInExtendedField( + block: FunctionalExpressionExtendedField.() -> Expression, +): Expression = FunctionalExpressionExtendedField(this).block() diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt index c710ba679..4b5b3311e 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt @@ -47,36 +47,6 @@ public fun DerivationResult.grad(vararg variables: Symbol): Point> F.simpleAutoDiff( - bindings: Map, - body: SimpleAutoDiffField.() -> AutoDiffValue, -): DerivationResult { - contract { callsInPlace(body, InvocationKind.EXACTLY_ONCE) } - - return SimpleAutoDiffField(this, bindings).differentiate(body) -} - -public fun > F.simpleAutoDiff( - vararg bindings: Pair, - body: SimpleAutoDiffField.() -> AutoDiffValue, -): DerivationResult = simpleAutoDiff(bindings.toMap(), body) - /** * Represents field in context of which functions can be derived. */ @@ -84,12 +54,9 @@ public fun > F.simpleAutoDiff( public open class SimpleAutoDiffField>( public val context: F, bindings: Map, -) : Field>, ExpressionAlgebra>, RingWithNumbers> { - public override val zero: AutoDiffValue - get() = const(context.zero) - - public override val one: AutoDiffValue - get() = const(context.one) +) : Field>, ExpressionAlgebra>, NumbersAddOperations> { + public override val zero: AutoDiffValue get() = const(context.zero) + public override val one: AutoDiffValue get() = const(context.one) // this stack contains pairs of blocks and values to apply them to private var stack: Array = arrayOfNulls(8) @@ -137,6 +104,8 @@ public open class SimpleAutoDiffField>( override fun const(value: T): AutoDiffValue = AutoDiffValue(value) + override fun number(value: Number): AutoDiffValue = const { one * value } + /** * A variable accessing inner state of derivatives. * Use this value in inner builders to avoid creating additional derivative bindings. @@ -175,21 +144,24 @@ public open class SimpleAutoDiffField>( return DerivationResult(result.value, bindings.mapValues { it.value.d }, context) } - // Overloads for Double constants +// // Overloads for Double constants +// +// public override operator fun Number.plus(b: AutoDiffValue): AutoDiffValue = +// derive(const { this@plus.toDouble() * one + b.value }) { z -> +// b.d += z.d +// } +// +// public override operator fun AutoDiffValue.plus(b: Number): AutoDiffValue = b.plus(this) +// +// public override operator fun Number.minus(b: AutoDiffValue): AutoDiffValue = +// derive(const { this@minus.toDouble() * one - b.value }) { z -> b.d -= z.d } +// +// public override operator fun AutoDiffValue.minus(b: Number): AutoDiffValue = +// derive(const { this@minus.value - one * b.toDouble() }) { z -> d += z.d } - public override operator fun Number.plus(b: AutoDiffValue): AutoDiffValue = - derive(const { this@plus.toDouble() * one + b.value }) { z -> - b.d += z.d - } - - public override operator fun AutoDiffValue.plus(b: Number): AutoDiffValue = b.plus(this) - - public override operator fun Number.minus(b: AutoDiffValue): AutoDiffValue = - derive(const { this@minus.toDouble() * one - b.value }) { z -> b.d -= z.d } - - public override operator fun AutoDiffValue.minus(b: Number): AutoDiffValue = - derive(const { this@minus.value - one * b.toDouble() }) { z -> this@minus.d += z.d } + override fun AutoDiffValue.unaryMinus(): AutoDiffValue = + derive(const { -value }) { z -> d -= z.d } // Basic math (+, -, *, /) @@ -211,12 +183,44 @@ public open class SimpleAutoDiffField>( b.d -= z.d * a.value / (b.value * b.value) } - public override fun multiply(a: AutoDiffValue, k: Number): AutoDiffValue = - derive(const { k.toDouble() * a.value }) { z -> - a.d += z.d * k.toDouble() + public override fun scale(a: AutoDiffValue, value: Double): AutoDiffValue = + derive(const { value * a.value }) { z -> + a.d += z.d * value } } + +/** + * Runs differentiation and establishes [SimpleAutoDiffField] context inside the block of code. + * + * The partial derivatives are placed in argument `d` variable + * + * Example: + * ``` + * val x by symbol // define variable(s) and their values + * val y = RealField.withAutoDiff() { sqr(x) + 5 * x + 3 } // write formulate in deriv context + * assertEquals(17.0, y.x) // the value of result (y) + * assertEquals(9.0, x.d) // dy/dx + * ``` + * + * @param body the action in [SimpleAutoDiffField] context returning [AutoDiffVariable] to differentiate with respect to. + * @return the result of differentiation. + */ +public fun > F.simpleAutoDiff( + bindings: Map, + body: SimpleAutoDiffField.() -> AutoDiffValue, +): DerivationResult { + contract { callsInPlace(body, InvocationKind.EXACTLY_ONCE) } + + return SimpleAutoDiffField(this, bindings).differentiate(body) +} + +public fun > F.simpleAutoDiff( + vararg bindings: Pair, + body: SimpleAutoDiffField.() -> AutoDiffValue, +): DerivationResult = simpleAutoDiff(bindings.toMap(), body) + + /** * A constructs that creates a derivative structure with required order on-demand */ @@ -247,19 +251,20 @@ public fun > simpleAutoDiff(field: F): AutoDiffProcessor> SimpleAutoDiffField.sqr(x: AutoDiffValue): AutoDiffValue = - derive(const { x.value * x.value }) { z -> x.d += z.d * 2 * x.value } +public fun > SimpleAutoDiffField.sqr(x: AutoDiffValue): AutoDiffValue = + derive(const { x.value * x.value }) { z -> x.d += z.d * 2.0 * x.value } // x ^ 1/2 public fun > SimpleAutoDiffField.sqrt(x: AutoDiffValue): AutoDiffValue = - derive(const { sqrt(x.value) }) { z -> x.d += z.d * 0.5 / z.value } + derive(const { sqrt(x.value) }) { z -> x.d += z.d / 2.0 / z.value } // x ^ y (const) public fun > SimpleAutoDiffField.pow( x: AutoDiffValue, y: Double, -): AutoDiffValue = - derive(const { power(x.value, y) }) { z -> x.d += z.d * y * power(x.value, y - 1) } +): AutoDiffValue = derive(const { power(x.value, y) }) { z -> + x.d += z.d * y * power(x.value, y - 1) +} public fun > SimpleAutoDiffField.pow( x: AutoDiffValue, @@ -328,7 +333,13 @@ public fun > SimpleAutoDiffField.atanh(x: Au public class SimpleAutoDiffExtendedField>( context: F, bindings: Map, -) : ExtendedField>, SimpleAutoDiffField(context, bindings) { +) : ExtendedField>, ScaleOperations>, + SimpleAutoDiffField(context, bindings) { + + override fun number(value: Number): AutoDiffValue = const { number(value) } + + override fun scale(a: AutoDiffValue, value: Double): AutoDiffValue = a * number(value) + // x ^ 2 public fun sqr(x: AutoDiffValue): AutoDiffValue = (this as SimpleAutoDiffField).sqr(x) diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/BufferMatrix.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/BufferMatrix.kt index f8f7f5a05..ef1d82795 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/BufferMatrix.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/BufferMatrix.kt @@ -78,12 +78,12 @@ public class BufferMatrixContext>( } } - override fun multiply(a: Matrix, k: Number): BufferMatrix { - val aBufferMatrix = a.toBufferMatrix() - return elementContext { - produce(a.rowNum, a.colNum) { i, j -> aBufferMatrix[i, j] * k.toDouble() } - } - } +// override fun multiply(a: Matrix, k: Number): BufferMatrix { +// val aBufferMatrix = a.toBufferMatrix() +// return elementContext { +// produce(a.rowNum, a.colNum) { i, j -> aBufferMatrix[i, j] * k.toDouble() } +// } +// } public companion object } diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/MatrixContext.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/MatrixContext.kt index c999a170c..639d77e85 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/MatrixContext.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/MatrixContext.kt @@ -1,10 +1,7 @@ package space.kscience.kmath.linear import space.kscience.kmath.misc.UnstableKMathAPI -import space.kscience.kmath.operations.Ring -import space.kscience.kmath.operations.SpaceOperations -import space.kscience.kmath.operations.invoke -import space.kscience.kmath.operations.sum +import space.kscience.kmath.operations.* import space.kscience.kmath.structures.Buffer import space.kscience.kmath.structures.BufferFactory import space.kscience.kmath.structures.asSequence @@ -167,9 +164,9 @@ public interface GenericMatrixContext, out M : Matrix> : return produce(rowNum, colNum) { i, j -> elementContext { get(i, j) + b[i, j] } } } - - public override fun multiply(a: Matrix, k: Number): M = - produce(a.rowNum, a.colNum) { i, j -> elementContext { a[i, j] * k } } +// +// public override fun multiply(a: Matrix, k: Number): M = +// produce(a.rowNum, a.colNum) { i, j -> elementContext { a[i, j] * k } } public override operator fun Matrix.times(value: T): M = produce(rowNum, colNum) { i, j -> elementContext { get(i, j) * value } } diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/RealMatrixContext.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/RealMatrixContext.kt index 5f28e6f4c..a53f0837f 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/RealMatrixContext.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/RealMatrixContext.kt @@ -21,6 +21,8 @@ public object RealMatrixContext : MatrixContext> { if (i == j) 1.0 else 0.0 } + DiagonalFeature + override fun Matrix.unaryMinus(): Matrix = produce(rowNum, colNum) { i, j -> -get(i, j) } + public override infix fun Matrix.dot(other: Matrix): BufferMatrix { require(colNum == other.rowNum) { "Matrix dot operation dimension mismatch: ($rowNum, $colNum) x (${other.rowNum}, ${other.colNum})" } val bufferMatrix = toBufferMatrix() @@ -60,12 +62,16 @@ public object RealMatrixContext : MatrixContext> { val bufferMatrix = toBufferMatrix() return produce(rowNum, colNum) { i, j -> bufferMatrix[i, j] * value } } - - - override fun multiply(a: Matrix, k: Number): BufferMatrix { - val aBufferMatrix = a.toBufferMatrix() - return produce(a.rowNum, a.colNum) { i, j -> aBufferMatrix[i, j] * k.toDouble() } - } +// +// override fun multiply(a: Matrix, k: Number): BufferMatrix { +// val aBufferMatrix = a.toBufferMatrix() +// return produce(a.rowNum, a.colNum) { i, j -> aBufferMatrix[i, j] * k.toDouble() } +// } +// +// override fun divide(a: Matrix, k: Number): BufferMatrix { +// val aBufferMatrix = a.toBufferMatrix() +// return produce(a.rowNum, a.colNum) { i, j -> aBufferMatrix[i, j] / k.toDouble() } +// } } diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/VectorSpace.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/VectorSpace.kt index 310c1350c..fd3144d24 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/VectorSpace.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/VectorSpace.kt @@ -1,6 +1,7 @@ package space.kscience.kmath.linear import space.kscience.kmath.operations.RealField +import space.kscience.kmath.operations.Ring import space.kscience.kmath.operations.Space import space.kscience.kmath.operations.invoke import space.kscience.kmath.structures.Buffer @@ -10,21 +11,18 @@ import space.kscience.kmath.structures.BufferFactory * A linear space for vectors. * Could be used on any point-like structure */ -public interface VectorSpace> : Space> { +public interface VectorSpace> : Space> { public val size: Int - public val space: S - override val zero: Point get() = produce { space.zero } + public val algebra: A + override val zero: Point get() = produce { algebra.zero } - public fun produce(initializer: S.(Int) -> T): Point + public fun produce(initializer: A.(Int) -> T): Point - /** - * Produce a space-element of this vector space for expressions - */ - //fun produceElement(initializer: (Int) -> T): Vector + override fun add(a: Point, b: Point): Point = produce { algebra { a[it] + b[it] } } - override fun add(a: Point, b: Point): Point = produce { space { a[it] + b[it] } } + public fun scale(a: Point, scale: T): Point = produce { algebra { a[it] * scale } } - override fun multiply(a: Point, k: Number): Point = produce { space { a[it] * k } } + override fun Point.unaryMinus(): Point = produce { -get(it) } //TODO add basis @@ -45,26 +43,25 @@ public interface VectorSpace> : Space> { /** * A structured vector space with custom buffer */ - public fun > buffered( + public fun > buffered( size: Int, - space: S, + space: A, bufferFactory: BufferFactory = Buffer.Companion::boxing, - ): BufferVectorSpace = BufferVectorSpace(size, space, bufferFactory) + ): BufferVectorSpace = BufferVectorSpace(size, space, bufferFactory) /** * Automatic buffered vector, unboxed if it is possible */ - public inline fun > auto(size: Int, space: S): VectorSpace = + public inline fun > auto(size: Int, space: A): VectorSpace = buffered(size, space, Buffer.Companion::auto) } } -public class BufferVectorSpace>( +public class BufferVectorSpace>( override val size: Int, - override val space: S, + override val algebra: A, public val bufferFactory: BufferFactory, -) : VectorSpace { - override fun produce(initializer: S.(Int) -> T): Buffer = bufferFactory(size) { space.initializer(it) } - //override fun produceElement(initializer: (Int) -> T): Vector = BufferVector(this, produce(initializer)) +) : VectorSpace { + override fun produce(initializer: A.(Int) -> T): Buffer = bufferFactory(size) { algebra.initializer(it) } } diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/BufferNDAlgebra.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/BufferNDAlgebra.kt index 71c7d444c..ff9c911ac 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/BufferNDAlgebra.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/BufferNDAlgebra.kt @@ -1,19 +1,16 @@ package space.kscience.kmath.nd -import space.kscience.kmath.operations.Field -import space.kscience.kmath.operations.RealField -import space.kscience.kmath.operations.Ring -import space.kscience.kmath.operations.Space +import space.kscience.kmath.operations.* import space.kscience.kmath.structures.Buffer import space.kscience.kmath.structures.BufferFactory import kotlin.contracts.InvocationKind import kotlin.contracts.contract -public interface BufferNDAlgebra : NDAlgebra { +public interface BufferNDAlgebra> : NDAlgebra { public val strides: Strides public val bufferFactory: BufferFactory - override fun produce(initializer: C.(IntArray) -> T): NDBuffer = NDBuffer( + override fun produce(initializer: A.(IntArray) -> T): NDBuffer = NDBuffer( strides, bufferFactory(strides.linearSize) { offset -> elementContext.initializer(strides.index(offset)) @@ -30,14 +27,14 @@ public interface BufferNDAlgebra : NDAlgebra { else -> bufferFactory(strides.linearSize) { offset -> get(strides.index(offset)) } } - override fun NDStructure.map(transform: C.(T) -> T): NDBuffer { + override fun NDStructure.map(transform: A.(T) -> T): NDBuffer { val buffer = bufferFactory(strides.linearSize) { offset -> elementContext.transform(buffer[offset]) } return NDBuffer(strides, buffer) } - override fun NDStructure.mapIndexed(transform: C.(index: IntArray, T) -> T): NDBuffer { + override fun NDStructure.mapIndexed(transform: A.(index: IntArray, T) -> T): NDBuffer { val buffer = bufferFactory(strides.linearSize) { offset -> elementContext.transform( strides.index(offset), @@ -47,7 +44,7 @@ public interface BufferNDAlgebra : NDAlgebra { return NDBuffer(strides, buffer) } - override fun combine(a: NDStructure, b: NDStructure, transform: C.(T, T) -> T): NDBuffer { + override fun combine(a: NDStructure, b: NDStructure, transform: A.(T, T) -> T): NDBuffer { val buffer = bufferFactory(strides.linearSize) { offset -> elementContext.transform(a.buffer[offset], b.buffer[offset]) } @@ -55,13 +52,14 @@ public interface BufferNDAlgebra : NDAlgebra { } } -public open class BufferedNDSpace>( +public open class BufferedNDSpace>( final override val shape: IntArray, - final override val elementContext: R, + final override val elementContext: A, final override val bufferFactory: BufferFactory, -) : NDSpace, BufferNDAlgebra { +) : NDSpace, BufferNDAlgebra { override val strides: Strides = DefaultStrides(shape) override val zero: NDBuffer by lazy { produce { zero } } + override fun NDStructure.unaryMinus(): NDStructure = produce { -get(it) } } public open class BufferedNDRing>( @@ -76,7 +74,10 @@ public open class BufferedNDField>( shape: IntArray, elementContext: R, bufferFactory: BufferFactory, -) : BufferedNDRing(shape, elementContext, bufferFactory), NDField +) : BufferedNDRing(shape, elementContext, bufferFactory), NDField { + + override fun scale(a: NDStructure, value: Double): NDStructure = a.map { it * value } +} // space factories public fun > NDAlgebra.Companion.space( diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/NDAlgebra.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/NDAlgebra.kt index af154d3cd..6b6e887dc 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/NDAlgebra.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/NDAlgebra.kt @@ -1,8 +1,6 @@ package space.kscience.kmath.nd -import space.kscience.kmath.operations.Field -import space.kscience.kmath.operations.Ring -import space.kscience.kmath.operations.Space +import space.kscience.kmath.operations.* import space.kscience.kmath.structures.* /** @@ -21,7 +19,7 @@ public class ShapeMismatchException(public val expected: IntArray, public val ac * @param C the type of the element context. * @param N the type of the structure. */ -public interface NDAlgebra { +public interface NDAlgebra> { /** * The shape of ND-structures this algebra operates on. */ @@ -33,7 +31,7 @@ public interface NDAlgebra { public val elementContext: C /** - * Produces a new [N] structure using given initializer function. + * Produces a new NDStructure using given initializer function. */ public fun produce(initializer: C.(IntArray) -> T): NDStructure @@ -67,7 +65,7 @@ public interface NDAlgebra { * @param structures the structures to check. * @return the array of valid structures. */ -internal fun NDAlgebra.checkShape(vararg structures: NDStructure): Array> = structures +internal fun > NDAlgebra.checkShape(vararg structures: NDStructure): Array> = structures .map(NDStructure::shape) .singleOrNull { !shape.contentEquals(it) } ?.let>> { throw ShapeMismatchException(shape, it) } @@ -79,7 +77,7 @@ internal fun NDAlgebra.checkShape(vararg structures: NDStructure * @param element the structure to check. * @return the valid structure. */ -internal fun NDAlgebra.checkShape(element: NDStructure): NDStructure { +internal fun > NDAlgebra.checkShape(element: NDStructure): NDStructure { if (!element.shape.contentEquals(shape)) throw ShapeMismatchException(shape, element.shape) return element } @@ -102,14 +100,14 @@ public interface NDSpace> : Space>, NDAlgebra, b: NDStructure): NDStructure = combine(a, b) { aValue, bValue -> add(aValue, bValue) } - /** - * Element-wise multiplication by scalar. - * - * @param a the multiplicand. - * @param k the multiplier. - * @return the product. - */ - public override fun multiply(a: NDStructure, k: Number): NDStructure = a.map() { multiply(it, k) } +// /** +// * Element-wise multiplication by scalar. +// * +// * @param a the multiplicand. +// * @param k the multiplier. +// * @return the product. +// */ +// public override fun multiply(a: NDStructure, k: Number): NDStructure = a.map { multiply(it, k) } // TODO move to extensions after KEEP-176 @@ -120,7 +118,7 @@ public interface NDSpace> : Space>, NDAlgebra.plus(arg: T): NDStructure = this.map() { value -> add(arg, value) } + public operator fun NDStructure.plus(arg: T): NDStructure = this.map { value -> add(arg, value) } /** * Subtracts an element from ND structure of it. @@ -200,7 +198,7 @@ public interface NDRing> : Ring>, NDSpace { * @param N the type of ND structure. * @param F the type field of structure elements. */ -public interface NDField> : Field>, NDRing { +public interface NDField> : Field>, NDRing, ScaleOperations> { /** * Element-wise division. * diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/RealNDField.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/RealNDField.kt index 73ba337ae..2165aea22 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/RealNDField.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/RealNDField.kt @@ -2,8 +2,9 @@ package space.kscience.kmath.nd import space.kscience.kmath.misc.UnstableKMathAPI import space.kscience.kmath.operations.ExtendedField +import space.kscience.kmath.operations.NumbersAddOperations import space.kscience.kmath.operations.RealField -import space.kscience.kmath.operations.RingWithNumbers +import space.kscience.kmath.operations.ScaleOperations import space.kscience.kmath.structures.Buffer import space.kscience.kmath.structures.RealBuffer import kotlin.contracts.InvocationKind @@ -13,7 +14,8 @@ import kotlin.contracts.contract public class RealNDField( shape: IntArray, ) : BufferedNDField(shape, RealField, Buffer.Companion::real), - RingWithNumbers>, + NumbersAddOperations>, + ScaleOperations>, ExtendedField> { override val zero: NDBuffer by lazy { produce { zero } } @@ -75,6 +77,8 @@ public class RealNDField( return NDBuffer(strides, buffer) } + override fun scale(a: NDStructure, value: Double): NDStructure = a.map { it * value } + override fun power(arg: NDStructure, pow: Number): NDBuffer = arg.map { power(it, pow) } override fun exp(arg: NDStructure): NDBuffer = arg.map { exp(it) } diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/ShortNDRing.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/ShortNDRing.kt index 30960a090..2085840a4 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/ShortNDRing.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/ShortNDRing.kt @@ -1,7 +1,7 @@ package space.kscience.kmath.nd import space.kscience.kmath.misc.UnstableKMathAPI -import space.kscience.kmath.operations.RingWithNumbers +import space.kscience.kmath.operations.NumbersAddOperations import space.kscience.kmath.operations.ShortRing import space.kscience.kmath.structures.Buffer import space.kscience.kmath.structures.ShortBuffer @@ -12,7 +12,7 @@ import kotlin.contracts.contract public class ShortNDRing( shape: IntArray, ) : BufferedNDRing(shape, ShortRing, Buffer.Companion::auto), - RingWithNumbers> { + NumbersAddOperations> { override val zero: NDBuffer by lazy { produce { zero } } override val one: NDBuffer by lazy { produce { one } } diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt index 572f7089a..2163f61b2 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt @@ -87,10 +87,11 @@ public interface Algebra { * @param right the second argument of operation. * @return a result of operation. */ - public fun binaryOperation(operation: String, left: T, right: T): T = binaryOperationFunction(operation)(left, right) + public fun binaryOperation(operation: String, left: T, right: T): T = + binaryOperationFunction(operation)(left, right) } -public fun Algebra.bindSymbol(symbol: Symbol): T = bindSymbol(symbol.identity) +public fun Algebra.bindSymbol(symbol: Symbol): T = bindSymbol(symbol.identity) /** * Call a block with an [Algebra] as receiver. @@ -114,15 +115,6 @@ public interface SpaceOperations : Algebra { */ public fun add(a: T, b: T): T - /** - * Multiplication of element by scalar. - * - * @param a the multiplier. - * @param k the multiplicand. - * @return the produce. - */ - public fun multiply(a: T, k: Number): T - // Operations to be performed in this context. Could be moved to extensions in case of KEEP-176 /** @@ -131,7 +123,7 @@ public interface SpaceOperations : Algebra { * @receiver this value. * @return the additive inverse of this value. */ - public operator fun T.unaryMinus(): T = multiply(this, -1.0) + public operator fun T.unaryMinus(): T /** * Returns this value. @@ -159,34 +151,6 @@ public interface SpaceOperations : Algebra { */ public operator fun T.minus(b: T): T = add(this, -b) - /** - * Multiplication of this element by a scalar. - * - * @receiver the multiplier. - * @param k the multiplicand. - * @return the product. - */ - public operator fun T.times(k: Number): T = multiply(this, k) - - /** - * Division of this element by scalar. - * - * @receiver the dividend. - * @param k the divisor. - * @return the quotient. - */ - @Deprecated("Dividing not allowed in a Ring") - public operator fun T.div(k: Number): T = multiply(this, 1.0 / k.toDouble()) - - /** - * Multiplication of this number by element. - * - * @receiver the multiplier. - * @param b the multiplicand. - * @return the product. - */ - public operator fun Number.times(b: T): T = b * this - public override fun unaryOperationFunction(operation: String): (arg: T) -> T = when (operation) { PLUS_OPERATION -> { arg -> arg } MINUS_OPERATION -> { arg -> -arg } @@ -318,13 +282,6 @@ public interface FieldOperations : RingOperations { * * @param T the type of element of this semifield. */ -public interface Field : Ring, FieldOperations { - /** - * Division of element by scalar. - * - * @receiver the dividend. - * @param b the divisor. - * @return the quotient. - */ - public operator fun Number.div(b: T): T = this * divide(one, b) -} +public interface Field : Ring, FieldOperations, ScaleOperations, NumericAlgebra { + override fun number(value: Number): T = scale(one, value.toDouble()) +} \ No newline at end of file diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/AlgebraElements.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/AlgebraElements.kt index 629c4de1b..1fb4f6750 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/AlgebraElements.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/AlgebraElements.kt @@ -14,24 +14,24 @@ public interface AlgebraElement> { */ public val context: C } - -/** - * Divides this element by number. - * - * @param k the divisor. - * @return the quotient. - */ -public operator fun , S : Space> T.div(k: Number): T = - context.multiply(this, 1.0 / k.toDouble()) - -/** - * Multiplies this element by number. - * - * @param k the multiplicand. - * @return the product. - */ -public operator fun , S : Space> T.times(k: Number): T = - context.multiply(this, k.toDouble()) +// +///** +// * Divides this element by number. +// * +// * @param k the divisor. +// * @return the quotient. +// */ +//public operator fun , S : Space> T.div(k: Number): T = +// context.multiply(this, 1.0 / k.toDouble()) +// +///** +// * Multiplies this element by number. +// * +// * @param k the multiplicand. +// * @return the product. +// */ +//public operator fun , S : Space> T.times(k: Number): T = +// context.multiply(this, k.toDouble()) /** * Subtracts element from this one. @@ -39,8 +39,9 @@ public operator fun , S : Space> T.times(k: Number): * @param b the subtrahend. * @return the difference. */ -public operator fun , S : Space> T.minus(b: T): T = - context.add(this, context.multiply(b, -1.0)) +@UnstableKMathAPI +public operator fun , S : NumbersAddOperations> T.minus(b: T): T = + context.add(this, context.run { -b}) /** * Adds element to this one. @@ -51,11 +52,11 @@ public operator fun , S : Space> T.minus(b: T): T = public operator fun , S : Space> T.plus(b: T): T = context.add(this, b) -/** - * Number times element - */ -public operator fun , S : Space> Number.times(element: T): T = - element.times(this) +///** +// * Number times element +// */ +//public operator fun , S : Space> Number.times(element: T): T = +// element.times(this) /** diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/BigInt.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/BigInt.kt index c21260b82..7e6a2eb81 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/BigInt.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/BigInt.kt @@ -21,29 +21,28 @@ public typealias TBase = ULong * @author Robert Drynkin (https://github.com/robdrynkin) and Peter Klimai (https://github.com/pklimai) */ @OptIn(UnstableKMathAPI::class) -public object BigIntField : Field, RingWithNumbers { +public object BigIntField : Field, NumbersAddOperations, ScaleOperations { override val zero: BigInt = BigInt.ZERO override val one: BigInt = BigInt.ONE - override fun add(a: BigInt, b: BigInt): BigInt = a.plus(b) override fun number(value: Number): BigInt = value.toLong().toBigInt() - override fun multiply(a: BigInt, k: Number): BigInt = a.times(number(k)) - + @Suppress("EXTENSION_SHADOWED_BY_MEMBER") + override fun BigInt.unaryMinus(): BigInt = -this + override fun add(a: BigInt, b: BigInt): BigInt = a.plus(b) + override fun scale(a: BigInt, value: Double): BigInt = a.times(number(value)) override fun multiply(a: BigInt, b: BigInt): BigInt = a.times(b) + override fun divide(a: BigInt, b: BigInt): BigInt = a.div(b) public operator fun String.unaryPlus(): BigInt = this.parseBigInteger() ?: error("Can't parse $this as big integer") - public operator fun String.unaryMinus(): BigInt = -(this.parseBigInteger() ?: error("Can't parse $this as big integer")) - - override fun divide(a: BigInt, b: BigInt): BigInt = a.div(b) } public class BigInt internal constructor( private val sign: Byte, - private val magnitude: Magnitude - ) : Comparable { + private val magnitude: Magnitude, +) : Comparable { public override fun compareTo(other: BigInt): Int = when { (sign == 0.toByte()) and (other.sign == 0.toByte()) -> 0 sign < other.sign -> -1 diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/NumericAlgebra.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/NumericAlgebra.kt index 81f4c1fdf..187261b1d 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/NumericAlgebra.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/NumericAlgebra.kt @@ -81,14 +81,53 @@ public interface NumericAlgebra : Algebra { rightSideNumberOperationFunction(operation)(left, right) } +/** + * Scale by scalar operations + */ +public interface ScaleOperations : Algebra { + /** + * Scaling of element by scalar. + * + * @param a the multiplier. + * @param value the multiplicand. + * @return the produce. + */ + public fun scale(a: T, value: Double): T + + /** + * Multiplication of this element by a scalar. + * + * @receiver the multiplier. + * @param k the multiplicand. + * @return the product. + */ + public operator fun T.times(k: Number): T = scale(this, k.toDouble()) + + /** + * Division of this element by scalar. + * + * @receiver the dividend. + * @param k the divisor. + * @return the quotient. + */ + public operator fun T.div(k: Number): T = scale(this, 1.0 / k.toDouble()) + + /** + * Multiplication of this number by element. + * + * @receiver the multiplier. + * @param b the multiplicand. + * @return the product. + */ + public operator fun Number.times(b: T): T = b * this +} + /** * A combination of [NumericAlgebra] and [Ring] that adds intrinsic simple operations on numbers like `T+1` * TODO to be removed and replaced by extensions after multiple receivers are there */ @UnstableKMathAPI -public interface RingWithNumbers: Ring, NumericAlgebra{ - public override fun number(value: Number): T = one * value - +public interface NumbersAddOperations : Space, NumericAlgebra { /** * Addition of element and scalar. * diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/OptionalOperations.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/OptionalOperations.kt index 6cb329695..6e6249dfe 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/OptionalOperations.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/OptionalOperations.kt @@ -107,111 +107,6 @@ public fun >> acos(arg: T): @UnstableKMathAPI public fun >> atan(arg: T): T = arg.context.atan(arg) -/** - * A container for hyperbolic trigonometric operations for specific type. - * - * @param T the type of element of this structure. - */ -public interface HyperbolicOperations : Algebra { - /** - * Computes the hyperbolic sine of [arg]. - */ - public fun sinh(arg: T): T - - /** - * Computes the hyperbolic cosine of [arg]. - */ - public fun cosh(arg: T): T - - /** - * Computes the hyperbolic tangent of [arg]. - */ - public fun tanh(arg: T): T - - /** - * Computes the inverse hyperbolic sine of [arg]. - */ - public fun asinh(arg: T): T - - /** - * Computes the inverse hyperbolic cosine of [arg]. - */ - public fun acosh(arg: T): T - - /** - * Computes the inverse hyperbolic tangent of [arg]. - */ - public fun atanh(arg: T): T - - public companion object { - /** - * The identifier of hyperbolic sine. - */ - public const val SINH_OPERATION: String = "sinh" - - /** - * The identifier of hyperbolic cosine. - */ - public const val COSH_OPERATION: String = "cosh" - - /** - * The identifier of hyperbolic tangent. - */ - public const val TANH_OPERATION: String = "tanh" - - /** - * The identifier of inverse hyperbolic sine. - */ - public const val ASINH_OPERATION: String = "asinh" - - /** - * The identifier of inverse hyperbolic cosine. - */ - public const val ACOSH_OPERATION: String = "acosh" - - /** - * The identifier of inverse hyperbolic tangent. - */ - public const val ATANH_OPERATION: String = "atanh" - } -} - -/** - * Computes the hyperbolic sine of [arg]. - */ -@UnstableKMathAPI -public fun >> sinh(arg: T): T = arg.context.sinh(arg) - -/** - * Computes the hyperbolic cosine of [arg]. - */ -@UnstableKMathAPI -public fun >> cosh(arg: T): T = arg.context.cosh(arg) - -/** - * Computes the hyperbolic tangent of [arg]. - */ -@UnstableKMathAPI -public fun >> tanh(arg: T): T = arg.context.tanh(arg) - -/** - * Computes the inverse hyperbolic sine of [arg]. - */ -@UnstableKMathAPI -public fun >> asinh(arg: T): T = arg.context.asinh(arg) - -/** - * Computes the inverse hyperbolic cosine of [arg]. - */ -@UnstableKMathAPI -public fun >> acosh(arg: T): T = arg.context.acosh(arg) - -/** - * Computes the inverse hyperbolic tangent of [arg]. - */ -@UnstableKMathAPI -public fun >> atanh(arg: T): T = arg.context.atanh(arg) - /** * A context extension to include power operations based on exponentiation. * @@ -284,6 +179,36 @@ public interface ExponentialOperations : Algebra { */ public fun ln(arg: T): T + /** + * Computes the hyperbolic sine of [arg]. + */ + public fun sinh(arg: T): T + + /** + * Computes the hyperbolic cosine of [arg]. + */ + public fun cosh(arg: T): T + + /** + * Computes the hyperbolic tangent of [arg]. + */ + public fun tanh(arg: T): T + + /** + * Computes the inverse hyperbolic sine of [arg]. + */ + public fun asinh(arg: T): T + + /** + * Computes the inverse hyperbolic cosine of [arg]. + */ + public fun acosh(arg: T): T + + /** + * Computes the inverse hyperbolic tangent of [arg]. + */ + public fun atanh(arg: T): T + public companion object { /** * The identifier of exponential function. @@ -294,6 +219,36 @@ public interface ExponentialOperations : Algebra { * The identifier of natural logarithm. */ public const val LN_OPERATION: String = "ln" + + /** + * The identifier of hyperbolic sine. + */ + public const val SINH_OPERATION: String = "sinh" + + /** + * The identifier of hyperbolic cosine. + */ + public const val COSH_OPERATION: String = "cosh" + + /** + * The identifier of hyperbolic tangent. + */ + public const val TANH_OPERATION: String = "tanh" + + /** + * The identifier of inverse hyperbolic sine. + */ + public const val ASINH_OPERATION: String = "asinh" + + /** + * The identifier of inverse hyperbolic cosine. + */ + public const val ACOSH_OPERATION: String = "acosh" + + /** + * The identifier of inverse hyperbolic tangent. + */ + public const val ATANH_OPERATION: String = "atanh" } } @@ -309,6 +264,43 @@ public fun >> exp(arg: T): T @UnstableKMathAPI public fun >> ln(arg: T): T = arg.context.ln(arg) + +/** + * Computes the hyperbolic sine of [arg]. + */ +@UnstableKMathAPI +public fun >> sinh(arg: T): T = arg.context.sinh(arg) + +/** + * Computes the hyperbolic cosine of [arg]. + */ +@UnstableKMathAPI +public fun >> cosh(arg: T): T = arg.context.cosh(arg) + +/** + * Computes the hyperbolic tangent of [arg]. + */ +@UnstableKMathAPI +public fun >> tanh(arg: T): T = arg.context.tanh(arg) + +/** + * Computes the inverse hyperbolic sine of [arg]. + */ +@UnstableKMathAPI +public fun >> asinh(arg: T): T = arg.context.asinh(arg) + +/** + * Computes the inverse hyperbolic cosine of [arg]. + */ +@UnstableKMathAPI +public fun >> acosh(arg: T): T = arg.context.acosh(arg) + +/** + * Computes the inverse hyperbolic tangent of [arg]. + */ +@UnstableKMathAPI +public fun >> atanh(arg: T): T = arg.context.atanh(arg) + /** * A container for norm functional on element. * diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/algebraExtensions.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/algebraExtensions.kt index ae1267d2b..66b16b6f6 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/algebraExtensions.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/algebraExtensions.kt @@ -26,7 +26,8 @@ public fun Space.sum(data: Sequence): T = data.fold(zero) { left, righ * @return the average value. * @author Iaroslav Postovalov */ -public fun Space.average(data: Iterable): T = sum(data) / data.count() +public fun S.average(data: Iterable): T where S : Space, S : ScaleOperations = + sum(data) / data.count() /** * Returns an average value of elements in the sequence in this [Space]. @@ -36,7 +37,8 @@ public fun Space.average(data: Iterable): T = sum(data) / data.count() * @return the average value. * @author Iaroslav Postovalov */ -public fun Space.average(data: Sequence): T = sum(data) / data.count() +public fun S.average(data: Sequence): T where S : Space, S : ScaleOperations = + sum(data) / data.count() /** * Absolute of the comparable [value] @@ -69,7 +71,8 @@ public fun Sequence.sumWith(space: Space): T = space.sum(this) * @return the average value. * @author Iaroslav Postovalov */ -public fun Iterable.averageWith(space: Space): T = space.average(this) +public fun Iterable.averageWith(space: S): T where S : Space, S : ScaleOperations = + space.average(this) /** * Returns an average value of elements in the sequence in this [Space]. @@ -79,7 +82,8 @@ public fun Iterable.averageWith(space: Space): T = space.average(this) * @return the average value. * @author Iaroslav Postovalov */ -public fun Sequence.averageWith(space: Space): T = space.average(this) +public fun Sequence.averageWith(space: S): T where S : Space, S : ScaleOperations = + space.average(this) //TODO optimized power operation diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/numbers.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/numbers.kt index aa62715d1..4841e78d6 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/numbers.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/numbers.kt @@ -8,7 +8,6 @@ import kotlin.math.pow as kpow public interface ExtendedFieldOperations : FieldOperations, TrigonometricOperations, - HyperbolicOperations, PowerOperations, ExponentialOperations { public override fun tan(arg: T): T = sin(arg) / cos(arg) @@ -21,15 +20,15 @@ public interface ExtendedFieldOperations : TrigonometricOperations.ACOS_OPERATION -> ::acos TrigonometricOperations.ASIN_OPERATION -> ::asin TrigonometricOperations.ATAN_OPERATION -> ::atan - HyperbolicOperations.COSH_OPERATION -> ::cosh - HyperbolicOperations.SINH_OPERATION -> ::sinh - HyperbolicOperations.TANH_OPERATION -> ::tanh - HyperbolicOperations.ACOSH_OPERATION -> ::acosh - HyperbolicOperations.ASINH_OPERATION -> ::asinh - HyperbolicOperations.ATANH_OPERATION -> ::atanh PowerOperations.SQRT_OPERATION -> ::sqrt ExponentialOperations.EXP_OPERATION -> ::exp ExponentialOperations.LN_OPERATION -> ::ln + ExponentialOperations.COSH_OPERATION -> ::cosh + ExponentialOperations.SINH_OPERATION -> ::sinh + ExponentialOperations.TANH_OPERATION -> ::tanh + ExponentialOperations.ACOSH_OPERATION -> ::acosh + ExponentialOperations.ASINH_OPERATION -> ::asinh + ExponentialOperations.ATANH_OPERATION -> ::atanh else -> super.unaryOperationFunction(operation) } } @@ -37,18 +36,18 @@ public interface ExtendedFieldOperations : /** * Advanced Number-like field that implements basic operations. */ -public interface ExtendedField : ExtendedFieldOperations, Field, NumericAlgebra { - public override fun sinh(arg: T): T = (exp(arg) - exp(-arg)) / 2 - public override fun cosh(arg: T): T = (exp(arg) + exp(-arg)) / 2 +public interface ExtendedField : ExtendedFieldOperations, Field, NumericAlgebra, ScaleOperations { + public override fun sinh(arg: T): T = (exp(arg) - exp(-arg)) / 2.0 + public override fun cosh(arg: T): T = (exp(arg) + exp(-arg)) / 2.0 public override fun tanh(arg: T): T = (exp(arg) - exp(-arg)) / (exp(-arg) + exp(arg)) public override fun asinh(arg: T): T = ln(sqrt(arg * arg + one) + arg) public override fun acosh(arg: T): T = ln(arg + sqrt((arg - one) * (arg + one))) - public override fun atanh(arg: T): T = (ln(arg + one) - ln(one - arg)) / 2 + public override fun atanh(arg: T): T = (ln(arg + one) - ln(one - arg)) / 2.0 public override fun rightSideNumberOperationFunction(operation: String): (left: T, right: Number) -> T = when (operation) { PowerOperations.POW_OPERATION -> ::power - else -> super.rightSideNumberOperationFunction(operation) + else -> super.rightSideNumberOperationFunction(operation) } } @@ -56,28 +55,27 @@ public interface ExtendedField : ExtendedFieldOperations, Field, Numeri * A field for [Double] without boxing. Does not produce appropriate field element. */ @Suppress("EXTENSION_SHADOWED_BY_MEMBER", "OVERRIDE_BY_INLINE", "NOTHING_TO_INLINE") -public object RealField : ExtendedField, Norm { - public override val zero: Double - get() = 0.0 - - public override val one: Double - get() = 1.0 +public object RealField : ExtendedField, Norm, ScaleOperations { + public override val zero: Double = 0.0 + public override val one: Double = 1.0 override fun number(value: Number): Double = value.toDouble() public override fun binaryOperationFunction(operation: String): (left: Double, right: Double) -> Double = when (operation) { PowerOperations.POW_OPERATION -> ::power - else -> super.binaryOperationFunction(operation) + else -> super.binaryOperationFunction(operation) } public override inline fun add(a: Double, b: Double): Double = a + b - public override inline fun multiply(a: Double, k: Number): Double = a * k.toDouble() +// public override inline fun multiply(a: Double, k: Number): Double = a * k.toDouble() +// override fun divide(a: Double, k: Number): Double = a / k.toDouble() public override inline fun multiply(a: Double, b: Double): Double = a * b - public override inline fun divide(a: Double, b: Double): Double = a / b + override fun scale(a: Double, value: Double): Double = a * value + public override inline fun sin(arg: Double): Double = kotlin.math.sin(arg) public override inline fun cos(arg: Double): Double = kotlin.math.cos(arg) public override inline fun tan(arg: Double): Double = kotlin.math.tan(arg) @@ -110,11 +108,8 @@ public object RealField : ExtendedField, Norm { */ @Suppress("EXTENSION_SHADOWED_BY_MEMBER", "OVERRIDE_BY_INLINE", "NOTHING_TO_INLINE") public object FloatField : ExtendedField, Norm { - public override val zero: Float - get() = 0.0f - - public override val one: Float - get() = 1.0f + public override val zero: Float = 0.0f + public override val one: Float = 1.0f override fun number(value: Number): Float = value.toFloat() @@ -125,7 +120,7 @@ public object FloatField : ExtendedField, Norm { } public override inline fun add(a: Float, b: Float): Float = a + b - public override inline fun multiply(a: Float, k: Number): Float = a * k.toFloat() + override fun scale(a: Float, value: Double): Float = a * value.toFloat() public override inline fun multiply(a: Float, b: Float): Float = a * b @@ -170,12 +165,8 @@ public object IntRing : Ring, Norm, NumericAlgebra { get() = 1 override fun number(value: Number): Int = value.toInt() - public override inline fun add(a: Int, b: Int): Int = a + b - public override inline fun multiply(a: Int, k: Number): Int = k.toInt() * a - public override inline fun multiply(a: Int, b: Int): Int = a * b - public override inline fun norm(arg: Int): Int = abs(arg) public override inline fun Int.unaryMinus(): Int = -this @@ -196,12 +187,8 @@ public object ShortRing : Ring, Norm, NumericAlgebra get() = 1 override fun number(value: Number): Short = value.toShort() - public override inline fun add(a: Short, b: Short): Short = (a + b).toShort() - public override inline fun multiply(a: Short, k: Number): Short = (a * k.toShort()).toShort() - public override inline fun multiply(a: Short, b: Short): Short = (a * b).toShort() - public override fun norm(arg: Short): Short = if (arg > 0) arg else (-arg).toShort() public override inline fun Short.unaryMinus(): Short = (-this).toShort() @@ -222,12 +209,8 @@ public object ByteRing : Ring, Norm, NumericAlgebra { get() = 1 override fun number(value: Number): Byte = value.toByte() - public override inline fun add(a: Byte, b: Byte): Byte = (a + b).toByte() - public override inline fun multiply(a: Byte, k: Number): Byte = (a * k.toByte()).toByte() - public override inline fun multiply(a: Byte, b: Byte): Byte = (a * b).toByte() - public override fun norm(arg: Byte): Byte = if (arg > 0) arg else (-arg).toByte() public override inline fun Byte.unaryMinus(): Byte = (-this).toByte() @@ -248,12 +231,8 @@ public object LongRing : Ring, Norm, NumericAlgebra { get() = 1L override fun number(value: Number): Long = value.toLong() - public override inline fun add(a: Long, b: Long): Long = a + b - public override inline fun multiply(a: Long, k: Number): Long = a * k.toLong() - public override inline fun multiply(a: Long, b: Long): Long = a * b - public override fun norm(arg: Long): Long = abs(arg) public override inline fun Long.unaryMinus(): Long = (-this) diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/RealBufferField.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/RealBufferField.kt index 7351881ee..2a03a36e3 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/RealBufferField.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/RealBufferField.kt @@ -8,6 +8,12 @@ import kotlin.math.* * [ExtendedFieldOperations] over [RealBuffer]. */ public object RealBufferFieldOperations : ExtendedFieldOperations> { + override fun Buffer.unaryMinus(): RealBuffer = if (this is RealBuffer) { + RealBuffer(size) { -array[it] } + } else { + RealBuffer(size) { -get(it) } + } + public override fun add(a: Buffer, b: Buffer): RealBuffer { require(b.size == a.size) { "The size of the first buffer ${a.size} should be the same as for second one: ${b.size} " @@ -19,15 +25,24 @@ public object RealBufferFieldOperations : ExtendedFieldOperations RealBuffer(DoubleArray(a.size) { aArray[it] + bArray[it] }) } else RealBuffer(DoubleArray(a.size) { a[it] + b[it] }) } - - public override fun multiply(a: Buffer, k: Number): RealBuffer { - val kValue = k.toDouble() - - return if (a is RealBuffer) { - val aArray = a.array - RealBuffer(DoubleArray(a.size) { aArray[it] * kValue }) - } else RealBuffer(DoubleArray(a.size) { a[it] * kValue }) - } +// +// public override fun multiply(a: Buffer, k: Number): RealBuffer { +// val kValue = k.toDouble() +// +// return if (a is RealBuffer) { +// val aArray = a.array +// RealBuffer(DoubleArray(a.size) { aArray[it] * kValue }) +// } else RealBuffer(DoubleArray(a.size) { a[it] * kValue }) +// } +// +// public override fun divide(a: Buffer, k: Number): RealBuffer { +// val kValue = k.toDouble() +// +// return if (a is RealBuffer) { +// val aArray = a.array +// RealBuffer(DoubleArray(a.size) { aArray[it] / kValue }) +// } else RealBuffer(DoubleArray(a.size) { a[it] / kValue }) +// } public override fun multiply(a: Buffer, b: Buffer): RealBuffer { require(b.size == a.size) { @@ -152,14 +167,22 @@ public class RealBufferField(public val size: Int) : ExtendedField = RealBuffer(size) { value.toDouble() } + override fun Buffer.unaryMinus(): Buffer = RealBufferFieldOperations.run { + -this@unaryMinus + } + public override fun add(a: Buffer, b: Buffer): RealBuffer { require(a.size == size) { "The buffer size ${a.size} does not match context size $size" } return RealBufferFieldOperations.add(a, b) } - public override fun multiply(a: Buffer, k: Number): RealBuffer { + public override fun scale(a: Buffer, value: Double): RealBuffer { require(a.size == size) { "The buffer size ${a.size} does not match context size $size" } - return RealBufferFieldOperations.multiply(a, k) + + return if (a is RealBuffer) { + val aArray = a.array + RealBuffer(DoubleArray(a.size) { aArray[it] * value }) + } else RealBuffer(DoubleArray(a.size) { a[it] * value }) } public override fun multiply(a: Buffer, b: Buffer): RealBuffer { diff --git a/kmath-core/src/commonTest/kotlin/space/kscience/kmath/expressions/ExpressionFieldTest.kt b/kmath-core/src/commonTest/kotlin/space/kscience/kmath/expressions/ExpressionFieldTest.kt index c13850193..cf75eba3e 100644 --- a/kmath-core/src/commonTest/kotlin/space/kscience/kmath/expressions/ExpressionFieldTest.kt +++ b/kmath-core/src/commonTest/kotlin/space/kscience/kmath/expressions/ExpressionFieldTest.kt @@ -11,9 +11,7 @@ class ExpressionFieldTest { @Test fun testExpression() { - val context = FunctionalExpressionField(RealField) - - val expression = context { + val expression = FunctionalExpressionField(RealField).invoke { val x by binding() x * x + 2 * x + one } diff --git a/kmath-core/src/commonTest/kotlin/space/kscience/kmath/testutils/FieldVerifier.kt b/kmath-core/src/commonTest/kotlin/space/kscience/kmath/testutils/FieldVerifier.kt index 2aef6b27f..cdb0a7c5d 100644 --- a/kmath-core/src/commonTest/kotlin/space/kscience/kmath/testutils/FieldVerifier.kt +++ b/kmath-core/src/commonTest/kotlin/space/kscience/kmath/testutils/FieldVerifier.kt @@ -5,8 +5,9 @@ import space.kscience.kmath.operations.invoke import kotlin.test.assertEquals import kotlin.test.assertNotEquals -internal class FieldVerifier(override val algebra: Field, a: T, b: T, c: T, x: Number) : - RingVerifier(algebra, a, b, c, x) { +internal class FieldVerifier>( + algebra: A, a: T, b: T, c: T, x: Number, +) : RingVerifier(algebra, a, b, c, x) { override fun verify() { super.verify() diff --git a/kmath-core/src/commonTest/kotlin/space/kscience/kmath/testutils/RingVerifier.kt b/kmath-core/src/commonTest/kotlin/space/kscience/kmath/testutils/RingVerifier.kt index dd8841806..6970c8ac7 100644 --- a/kmath-core/src/commonTest/kotlin/space/kscience/kmath/testutils/RingVerifier.kt +++ b/kmath-core/src/commonTest/kotlin/space/kscience/kmath/testutils/RingVerifier.kt @@ -1,11 +1,13 @@ package space.kscience.kmath.testutils import space.kscience.kmath.operations.Ring +import space.kscience.kmath.operations.ScaleOperations import space.kscience.kmath.operations.invoke import kotlin.test.assertEquals -internal open class RingVerifier(override val algebra: Ring, a: T, b: T, c: T, x: Number) : - SpaceVerifier(algebra, a, b, c, x) { +internal open class RingVerifier(algebra: A, a: T, b: T, c: T, x: Number) : + SpaceVerifier(algebra, a, b, c, x) where A : Ring, A : ScaleOperations { + override fun verify() { super.verify() diff --git a/kmath-core/src/commonTest/kotlin/space/kscience/kmath/testutils/SpaceVerifier.kt b/kmath-core/src/commonTest/kotlin/space/kscience/kmath/testutils/SpaceVerifier.kt index f7a25b593..6ea75156b 100644 --- a/kmath-core/src/commonTest/kotlin/space/kscience/kmath/testutils/SpaceVerifier.kt +++ b/kmath-core/src/commonTest/kotlin/space/kscience/kmath/testutils/SpaceVerifier.kt @@ -1,18 +1,18 @@ package space.kscience.kmath.testutils +import space.kscience.kmath.operations.ScaleOperations import space.kscience.kmath.operations.Space import space.kscience.kmath.operations.invoke import kotlin.test.assertEquals import kotlin.test.assertNotEquals -internal open class SpaceVerifier( - override val algebra: Space, +internal open class SpaceVerifier( + override val algebra: S, val a: T, val b: T, val c: T, - val x: Number -) : - AlgebraicVerifier> { + val x: Number, +) : AlgebraicVerifier> where S : Space, S : ScaleOperations { override fun verify() { algebra { assertEquals(a + b + c, a + (b + c), "Addition in $algebra is not associative.") diff --git a/kmath-core/src/jvmMain/kotlin/space/kscience/kmath/operations/BigNumbers.kt b/kmath-core/src/jvmMain/kotlin/space/kscience/kmath/operations/BigNumbers.kt index 8f8b31ed9..0ac0ba1c5 100644 --- a/kmath-core/src/jvmMain/kotlin/space/kscience/kmath/operations/BigNumbers.kt +++ b/kmath-core/src/jvmMain/kotlin/space/kscience/kmath/operations/BigNumbers.kt @@ -7,19 +7,16 @@ import java.math.MathContext /** * A field over [BigInteger]. */ -public object JBigIntegerField : Field, NumericAlgebra { - public override val zero: BigInteger - get() = BigInteger.ZERO +public object JBigIntegerField : Ring, NumericAlgebra { + public override val zero: BigInteger get() = BigInteger.ZERO - public override val one: BigInteger - get() = BigInteger.ONE + public override val one: BigInteger get() = BigInteger.ONE public override fun number(value: Number): BigInteger = BigInteger.valueOf(value.toLong()) - public override fun divide(a: BigInteger, b: BigInteger): BigInteger = a.div(b) public override fun add(a: BigInteger, b: BigInteger): BigInteger = a.add(b) public override operator fun BigInteger.minus(b: BigInteger): BigInteger = subtract(b) - public override fun multiply(a: BigInteger, k: Number): BigInteger = a.multiply(k.toInt().toBigInteger()) public override fun multiply(a: BigInteger, b: BigInteger): BigInteger = a.multiply(b) + public override operator fun BigInteger.unaryMinus(): BigInteger = negate() } @@ -30,7 +27,7 @@ public object JBigIntegerField : Field, NumericAlgebra { */ public abstract class JBigDecimalFieldBase internal constructor( private val mathContext: MathContext = MathContext.DECIMAL64, -) : Field, PowerOperations, NumericAlgebra { +) : Field, PowerOperations, NumericAlgebra, ScaleOperations { public override val zero: BigDecimal get() = BigDecimal.ZERO @@ -41,8 +38,8 @@ public abstract class JBigDecimalFieldBase internal constructor( public override operator fun BigDecimal.minus(b: BigDecimal): BigDecimal = subtract(b) public override fun number(value: Number): BigDecimal = BigDecimal.valueOf(value.toDouble()) - public override fun multiply(a: BigDecimal, k: Number): BigDecimal = - a.multiply(k.toDouble().toBigDecimal(mathContext), mathContext) + public override fun scale(a: BigDecimal, value: Double): BigDecimal = + a.multiply(value.toBigDecimal(mathContext), mathContext) public override fun multiply(a: BigDecimal, b: BigDecimal): BigDecimal = a.multiply(b, mathContext) public override fun divide(a: BigDecimal, b: BigDecimal): BigDecimal = a.divide(b, mathContext) diff --git a/kmath-coroutines/src/commonMain/kotlin/space/kscience/kmath/chains/flowExtra.kt b/kmath-coroutines/src/commonMain/kotlin/space/kscience/kmath/chains/flowExtra.kt index 489cca8c1..eff813bee 100644 --- a/kmath-coroutines/src/commonMain/kotlin/space/kscience/kmath/chains/flowExtra.kt +++ b/kmath-coroutines/src/commonMain/kotlin/space/kscience/kmath/chains/flowExtra.kt @@ -5,16 +5,16 @@ import kotlinx.coroutines.flow.Flow import kotlinx.coroutines.flow.map import kotlinx.coroutines.flow.runningReduce import kotlinx.coroutines.flow.scan +import space.kscience.kmath.operations.ScaleOperations import space.kscience.kmath.operations.Space import space.kscience.kmath.operations.SpaceOperations import space.kscience.kmath.operations.invoke -@ExperimentalCoroutinesApi public fun Flow.cumulativeSum(space: SpaceOperations): Flow = space { runningReduce { sum, element -> sum + element } } @ExperimentalCoroutinesApi -public fun Flow.mean(space: Space): Flow = space { +public fun Flow.mean(algebra: S): Flow where S : Space, S : ScaleOperations = algebra { data class Accumulator(var sum: T, var num: Int) scan(Accumulator(zero, 0)) { sum, element -> diff --git a/kmath-ejml/src/main/kotlin/space/kscience/kmath/ejml/EjmlMatrixContext.kt b/kmath-ejml/src/main/kotlin/space/kscience/kmath/ejml/EjmlMatrixContext.kt index d67f80409..95c465975 100644 --- a/kmath-ejml/src/main/kotlin/space/kscience/kmath/ejml/EjmlMatrixContext.kt +++ b/kmath-ejml/src/main/kotlin/space/kscience/kmath/ejml/EjmlMatrixContext.kt @@ -4,13 +4,14 @@ import org.ejml.simple.SimpleMatrix import space.kscience.kmath.linear.* import space.kscience.kmath.misc.UnstableKMathAPI import space.kscience.kmath.nd.getFeature +import space.kscience.kmath.operations.ScaleOperations /** * Represents context of basic operations operating with [EjmlMatrix]. * * @author Iaroslav Postovalov */ -public object EjmlMatrixContext : MatrixContext { +public object EjmlMatrixContext : MatrixContext, ScaleOperations> { /** * Converts this matrix to EJML one. @@ -41,6 +42,9 @@ public object EjmlMatrixContext : MatrixContext { (0 until it.numRows()).forEach { row -> it[row, 0] = initializer(row) } }) + + override fun Matrix.unaryMinus(): Matrix = this*(-1) + public override fun Matrix.dot(other: Matrix): EjmlMatrix = EjmlMatrix(toEjml().origin.mult(other.toEjml().origin)) @@ -53,8 +57,8 @@ public object EjmlMatrixContext : MatrixContext { public override operator fun Matrix.minus(b: Matrix): EjmlMatrix = EjmlMatrix(toEjml().origin - b.toEjml().origin) - public override fun multiply(a: Matrix, k: Number): EjmlMatrix = - produce(a.rowNum, a.colNum) { i, j -> a[i, j] * k.toDouble() } + public override fun scale(a: Matrix, value: Double): EjmlMatrix = + produce(a.rowNum, a.colNum) { i, j -> a[i, j] * value } public override operator fun Matrix.times(value: Double): EjmlMatrix = EjmlMatrix(toEjml().origin.scale(value)) diff --git a/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/functions/Polynomial.kt b/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/functions/Polynomial.kt index b1e47f34c..7416069bd 100644 --- a/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/functions/Polynomial.kt +++ b/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/functions/Polynomial.kt @@ -1,6 +1,7 @@ package space.kscience.kmath.functions import space.kscience.kmath.operations.Ring +import space.kscience.kmath.operations.ScaleOperations import space.kscience.kmath.operations.Space import space.kscience.kmath.operations.invoke import kotlin.contracts.InvocationKind @@ -41,9 +42,15 @@ public fun > Polynomial.asFunction(ring: C): (T) -> T = /** * An algebra for polynomials */ -public class PolynomialSpace>(private val ring: C) : Space> { +public class PolynomialSpace( + private val ring: C, +) : Space>, ScaleOperations> where C: Ring, C: ScaleOperations{ public override val zero: Polynomial = Polynomial(emptyList()) + override fun Polynomial.unaryMinus(): Polynomial = with(ring) { + Polynomial(coefficients.map { -it }) + } + public override fun add(a: Polynomial, b: Polynomial): Polynomial { val dim = max(a.coefficients.size, b.coefficients.size) @@ -54,13 +61,13 @@ public class PolynomialSpace>(private val ring: C) : Space< } } - public override fun multiply(a: Polynomial, k: Number): Polynomial = - ring { Polynomial(List(a.coefficients.size) { index -> a.coefficients[index] * k }) } + public override fun scale(a: Polynomial, value: Double): Polynomial = + ring { Polynomial(List(a.coefficients.size) { index -> a.coefficients[index] * value }) } public operator fun Polynomial.invoke(arg: T): T = value(ring, arg) } -public inline fun , R> C.polynomial(block: PolynomialSpace.() -> R): R { +public inline fun C.polynomial(block: PolynomialSpace.() -> R): R where C: Ring, C: ScaleOperations{ contract { callsInPlace(block, InvocationKind.EXACTLY_ONCE) } return PolynomialSpace(this).block() } diff --git a/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/SplineInterpolator.kt b/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/SplineInterpolator.kt index 34fd25ad4..78d6e0d0c 100644 --- a/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/SplineInterpolator.kt +++ b/kmath-functions/src/commonMain/kotlin/space/kscience/kmath/interpolation/SplineInterpolator.kt @@ -11,9 +11,9 @@ import space.kscience.kmath.structures.MutableBufferFactory * Generic spline interpolator. Not recommended for performance critical places, use platform-specific and type specific ones. * Based on https://github.com/apache/commons-math/blob/eb57d6d457002a0bb5336d789a3381a24599affe/src/main/java/org/apache/commons/math4/analysis/interpolation/SplineInterpolator.java */ -public class SplineInterpolator>( - public override val algebra: Field, - public val bufferFactory: MutableBufferFactory +public class SplineInterpolator, F : Field>( + public override val algebra: F, + public val bufferFactory: MutableBufferFactory, ) : PolynomialInterpolator { //TODO possibly optimize zeroed buffers diff --git a/kmath-geometry/src/commonMain/kotlin/space/kscience/kmath/geometry/Euclidean2DSpace.kt b/kmath-geometry/src/commonMain/kotlin/space/kscience/kmath/geometry/Euclidean2DSpace.kt index 609274d7d..54a1e032c 100644 --- a/kmath-geometry/src/commonMain/kotlin/space/kscience/kmath/geometry/Euclidean2DSpace.kt +++ b/kmath-geometry/src/commonMain/kotlin/space/kscience/kmath/geometry/Euclidean2DSpace.kt @@ -2,6 +2,7 @@ package space.kscience.kmath.geometry import space.kscience.kmath.linear.Point import space.kscience.kmath.misc.UnstableKMathAPI +import space.kscience.kmath.operations.ScaleOperations import space.kscience.kmath.operations.SpaceElement import space.kscience.kmath.operations.invoke import kotlin.math.sqrt @@ -30,18 +31,20 @@ public fun Vector2D(x: Double, y: Double): Vector2D = Vector2DImpl(x, y) private data class Vector2DImpl( override val x: Double, - override val y: Double + override val y: Double, ) : Vector2D /** * 2D Euclidean space */ -public object Euclidean2DSpace : GeometrySpace { +public object Euclidean2DSpace : GeometrySpace, ScaleOperations { public override val zero: Vector2D by lazy { Vector2D(0.0, 0.0) } public fun Vector2D.norm(): Double = sqrt(x * x + y * y) + override fun Vector2D.unaryMinus(): Vector2D = Vector2D(-x, -y) + public override fun Vector2D.distanceTo(other: Vector2D): Double = (this - other).norm() public override fun add(a: Vector2D, b: Vector2D): Vector2D = Vector2D(a.x + b.x, a.y + b.y) - public override fun multiply(a: Vector2D, k: Number): Vector2D = Vector2D(a.x * k.toDouble(), a.y * k.toDouble()) + public override fun scale(a: Vector2D, value: Double): Vector2D = Vector2D(a.x * value, a.y * value) public override fun Vector2D.dot(other: Vector2D): Double = x * other.x + y * other.y } diff --git a/kmath-geometry/src/commonMain/kotlin/space/kscience/kmath/geometry/Euclidean3DSpace.kt b/kmath-geometry/src/commonMain/kotlin/space/kscience/kmath/geometry/Euclidean3DSpace.kt index 906f5df03..ed110e383 100644 --- a/kmath-geometry/src/commonMain/kotlin/space/kscience/kmath/geometry/Euclidean3DSpace.kt +++ b/kmath-geometry/src/commonMain/kotlin/space/kscience/kmath/geometry/Euclidean3DSpace.kt @@ -2,6 +2,7 @@ package space.kscience.kmath.geometry import space.kscience.kmath.linear.Point import space.kscience.kmath.misc.UnstableKMathAPI +import space.kscience.kmath.operations.ScaleOperations import space.kscience.kmath.operations.SpaceElement import space.kscience.kmath.operations.invoke import kotlin.math.sqrt @@ -32,21 +33,22 @@ public val Vector3D.r: Double get() = Euclidean3DSpace { sqrt(norm()) } private data class Vector3DImpl( override val x: Double, override val y: Double, - override val z: Double + override val z: Double, ) : Vector3D -public object Euclidean3DSpace : GeometrySpace { +public object Euclidean3DSpace : GeometrySpace, ScaleOperations { public override val zero: Vector3D by lazy { Vector3D(0.0, 0.0, 0.0) } public fun Vector3D.norm(): Double = sqrt(x * x + y * y + z * z) + override fun Vector3D.unaryMinus(): Vector3D = Vector3D(-x, -y, -z) public override fun Vector3D.distanceTo(other: Vector3D): Double = (this - other).norm() public override fun add(a: Vector3D, b: Vector3D): Vector3D = Vector3D(a.x + b.x, a.y + b.y, a.z + b.z) - public override fun multiply(a: Vector3D, k: Number): Vector3D = - Vector3D(a.x * k.toDouble(), a.y * k.toDouble(), a.z * k.toDouble()) + public override fun scale(a: Vector3D, value: Double): Vector3D = + Vector3D(a.x * value, a.y * value, a.z * value) public override fun Vector3D.dot(other: Vector3D): Double = x * other.x + y * other.y + z * other.z diff --git a/kmath-histograms/src/commonMain/kotlin/space/kscience/kmath/histogram/IndexedHistogramSpace.kt b/kmath-histograms/src/commonMain/kotlin/space/kscience/kmath/histogram/IndexedHistogramSpace.kt index 85262abeb..b82644481 100644 --- a/kmath-histograms/src/commonMain/kotlin/space/kscience/kmath/histogram/IndexedHistogramSpace.kt +++ b/kmath-histograms/src/commonMain/kotlin/space/kscience/kmath/histogram/IndexedHistogramSpace.kt @@ -3,9 +3,10 @@ package space.kscience.kmath.histogram import space.kscience.kmath.domains.Domain import space.kscience.kmath.linear.Point import space.kscience.kmath.misc.UnstableKMathAPI -import space.kscience.kmath.nd.NDSpace +import space.kscience.kmath.nd.NDField import space.kscience.kmath.nd.NDStructure import space.kscience.kmath.nd.Strides +import space.kscience.kmath.operations.ScaleOperations import space.kscience.kmath.operations.Space import space.kscience.kmath.operations.SpaceElement import space.kscience.kmath.operations.invoke @@ -41,10 +42,11 @@ public class IndexedHistogram, V : Any>( /** * A space for producing histograms with values in a NDStructure */ -public interface IndexedHistogramSpace, V : Any> : Space> { +public interface IndexedHistogramSpace, V : Any> + : Space>, ScaleOperations> { //public val valueSpace: Space public val strides: Strides - public val histogramValueSpace: NDSpace //= NDAlgebra.space(valueSpace, Buffer.Companion::boxing, *shape), + public val histogramValueSpace: NDField //= NDAlgebra.space(valueSpace, Buffer.Companion::boxing, *shape), /** * Resolve index of the bin including given [point] @@ -63,12 +65,12 @@ public interface IndexedHistogramSpace, V : Any> : Space, b: IndexedHistogram): IndexedHistogram { require(a.context == this) { "Can't operate on a histogram produced by external space" } require(b.context == this) { "Can't operate on a histogram produced by external space" } - return IndexedHistogram(this, histogramValueSpace.invoke { a.values + b.values }) + return IndexedHistogram(this, histogramValueSpace { a.values + b.values }) } - override fun multiply(a: IndexedHistogram, k: Number): IndexedHistogram { + override fun scale(a: IndexedHistogram, value: Double): IndexedHistogram { require(a.context == this) { "Can't operate on a histogram produced by external space" } - return IndexedHistogram(this, histogramValueSpace.invoke { a.values * k }) + return IndexedHistogram(this, histogramValueSpace { a.values * value }) } override val zero: IndexedHistogram get() = produce { } diff --git a/kmath-histograms/src/commonMain/kotlin/space/kscience/kmath/histogram/RealHistogramSpace.kt b/kmath-histograms/src/commonMain/kotlin/space/kscience/kmath/histogram/RealHistogramSpace.kt index 26efdf1fe..3df0b1626 100644 --- a/kmath-histograms/src/commonMain/kotlin/space/kscience/kmath/histogram/RealHistogramSpace.kt +++ b/kmath-histograms/src/commonMain/kotlin/space/kscience/kmath/histogram/RealHistogramSpace.kt @@ -2,6 +2,7 @@ package space.kscience.kmath.histogram import space.kscience.kmath.domains.Domain import space.kscience.kmath.domains.HyperSquareDomain +import space.kscience.kmath.misc.UnstableKMathAPI import space.kscience.kmath.nd.* import space.kscience.kmath.structures.* import kotlin.math.floor @@ -40,6 +41,7 @@ public class RealHistogramSpace( getIndex(it, point[it]) } + @OptIn(UnstableKMathAPI::class) override fun getDomain(index: IntArray): Domain { val lowerBoundary = index.mapIndexed { axis, i -> when (i) { @@ -77,6 +79,8 @@ public class RealHistogramSpace( return IndexedHistogram(this, values) } + override fun IndexedHistogram.unaryMinus(): IndexedHistogram = this * (-1) + public companion object { /** * Use it like diff --git a/kmath-histograms/src/jvmMain/kotlin/space/kscience/kmath/histogram/TreeHistogramSpace.kt b/kmath-histograms/src/jvmMain/kotlin/space/kscience/kmath/histogram/TreeHistogramSpace.kt index ddecc4332..85e82f515 100644 --- a/kmath-histograms/src/jvmMain/kotlin/space/kscience/kmath/histogram/TreeHistogramSpace.kt +++ b/kmath-histograms/src/jvmMain/kotlin/space/kscience/kmath/histogram/TreeHistogramSpace.kt @@ -2,6 +2,7 @@ package space.kscience.kmath.histogram import space.kscience.kmath.domains.UnivariateDomain import space.kscience.kmath.misc.UnstableKMathAPI +import space.kscience.kmath.operations.ScaleOperations import space.kscience.kmath.operations.Space import space.kscience.kmath.structures.Buffer import java.util.* @@ -36,7 +37,7 @@ public class TreeHistogram( @UnstableKMathAPI public class TreeHistogramSpace( public val binFactory: (Double) -> UnivariateDomain, -) : Space { +) : Space, ScaleOperations { private class BinCounter(val domain: UnivariateDomain, val counter: Counter = Counter.real()) : ClosedFloatingPointRange by domain.range @@ -97,14 +98,14 @@ public class TreeHistogramSpace( return TreeHistogram(this, bins) } - override fun multiply(a: UnivariateHistogram, k: Number): UnivariateHistogram { + override fun scale(a: UnivariateHistogram, value: Double): UnivariateHistogram { val bins = TreeMap().apply { a.bins.forEach { bin -> put(bin.domain.center, UnivariateBin( bin.domain, - value = bin.value * k.toDouble(), - standardDeviation = abs(bin.standardDeviation * k.toDouble()) + value = bin.value * value.toDouble(), + standardDeviation = abs(bin.standardDeviation * value.toDouble()) ) ) } @@ -113,6 +114,8 @@ public class TreeHistogramSpace( return TreeHistogram(this, bins) } + override fun UnivariateHistogram.unaryMinus(): UnivariateHistogram = this * (-1) + override val zero: UnivariateHistogram = produce { } public companion object { diff --git a/kmath-histograms/src/jvmMain/kotlin/space/kscience/kmath/histogram/UnivariateHistogram.kt b/kmath-histograms/src/jvmMain/kotlin/space/kscience/kmath/histogram/UnivariateHistogram.kt index 8c4f9e434..96e3d41ae 100644 --- a/kmath-histograms/src/jvmMain/kotlin/space/kscience/kmath/histogram/UnivariateHistogram.kt +++ b/kmath-histograms/src/jvmMain/kotlin/space/kscience/kmath/histogram/UnivariateHistogram.kt @@ -8,6 +8,7 @@ import space.kscience.kmath.structures.Buffer import space.kscience.kmath.structures.asSequence +@UnstableKMathAPI public val UnivariateDomain.center: Double get() = (range.endInclusive - range.start) / 2 /** @@ -15,6 +16,7 @@ public val UnivariateDomain.center: Double get() = (range.endInclusive - range.s * @param value The value of histogram including weighting * @param standardDeviation Standard deviation of the bin value. Zero or negative if not applicable */ +@UnstableKMathAPI public class UnivariateBin( public val domain: UnivariateDomain, override val value: Double, diff --git a/kmath-nd4j/src/main/kotlin/space/kscience/kmath/nd4j/Nd4jArrayAlgebra.kt b/kmath-nd4j/src/main/kotlin/space/kscience/kmath/nd4j/Nd4jArrayAlgebra.kt index c50174b95..11e7b73e4 100644 --- a/kmath-nd4j/src/main/kotlin/space/kscience/kmath/nd4j/Nd4jArrayAlgebra.kt +++ b/kmath-nd4j/src/main/kotlin/space/kscience/kmath/nd4j/Nd4jArrayAlgebra.kt @@ -20,7 +20,7 @@ internal fun NDAlgebra<*, *>.checkShape(array: INDArray): INDArray { * @param T the type of ND-structure element. * @param C the type of the element context. */ -public interface Nd4jArrayAlgebra : NDAlgebra { +public interface Nd4jArrayAlgebra> : NDAlgebra { /** * Wraps [INDArray] to [N]. */ @@ -92,18 +92,9 @@ public interface Nd4jArraySpace> : NDSpace, Nd4jArrayAlgeb return ndArray.neg().wrap() } - public override fun multiply(a: NDStructure, k: Number): Nd4jArrayStructure { + public fun multiply(a: NDStructure, k: Number): Nd4jArrayStructure { return a.ndArray.mul(k).wrap() } - - @Deprecated("Avoid using this method, underlying array get casted to Doubles") - public override operator fun NDStructure.div(k: Number): Nd4jArrayStructure { - return ndArray.div(k).wrap() - } - - public override operator fun NDStructure.times(k: Number): Nd4jArrayStructure { - return ndArray.mul(k).wrap() - } } /** @@ -180,8 +171,7 @@ public interface Nd4jArrayField> : NDField, Nd4jArrayRing< public override fun divide(a: NDStructure, b: NDStructure): Nd4jArrayStructure = a.ndArray.div(b.ndArray).wrap() - public override operator fun Number.div(b: NDStructure): Nd4jArrayStructure = b.ndArray.rdiv(this).wrap() - + public operator fun Number.div(b: NDStructure): Nd4jArrayStructure = b.ndArray.rdiv(this).wrap() public companion object { private val floatNd4jArrayFieldCache: ThreadLocal> = @@ -218,11 +208,14 @@ public interface Nd4jArrayField> : NDField, Nd4jArrayRing< * Represents [NDField] over [Nd4jArrayRealStructure]. */ public class RealNd4jArrayField(public override val shape: IntArray) : Nd4jArrayField { - public override val elementContext: RealField - get() = RealField + public override val elementContext: RealField get() = RealField public override fun INDArray.wrap(): Nd4jArrayStructure = checkShape(this).asRealStructure() + override fun scale(a: NDStructure, value: Double): Nd4jArrayStructure { + return a.ndArray.mul(value).wrap() + } + public override operator fun NDStructure.div(arg: Double): Nd4jArrayStructure { return ndArray.div(arg).wrap() } @@ -257,6 +250,10 @@ public class FloatNd4jArrayField(public override val shape: IntArray) : Nd4jArra public override fun INDArray.wrap(): Nd4jArrayStructure = checkShape(this).asFloatStructure() + override fun scale(a: NDStructure, value: Double): NDStructure { + return a.ndArray.mul(value).wrap() + } + public override operator fun NDStructure.div(arg: Float): Nd4jArrayStructure { return ndArray.div(arg).wrap() } diff --git a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/stat/SamplerAlgebra.kt b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/stat/SamplerAlgebra.kt index 9fed91e1f..ca2fd58cc 100644 --- a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/stat/SamplerAlgebra.kt +++ b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/stat/SamplerAlgebra.kt @@ -4,6 +4,7 @@ import space.kscience.kmath.chains.Chain import space.kscience.kmath.chains.ConstantChain import space.kscience.kmath.chains.map import space.kscience.kmath.chains.zip +import space.kscience.kmath.operations.ScaleOperations import space.kscience.kmath.operations.Space import space.kscience.kmath.operations.invoke @@ -18,14 +19,18 @@ public class ConstantSampler(public val value: T) : Sampler { /** * A space for samplers. Allows to perform simple operations on distributions */ -public class SamplerSpace(public val space: Space) : Space> { - public override val zero: Sampler = ConstantSampler(space.zero) +public class SamplerSpace(public val algebra: S) : Space>, + ScaleOperations> where S : Space, S : ScaleOperations { + + public override val zero: Sampler = ConstantSampler(algebra.zero) public override fun add(a: Sampler, b: Sampler): Sampler = BasicSampler { generator -> - a.sample(generator).zip(b.sample(generator)) { aValue, bValue -> space { aValue + bValue } } + a.sample(generator).zip(b.sample(generator)) { aValue, bValue -> algebra { aValue + bValue } } } - public override fun multiply(a: Sampler, k: Number): Sampler = BasicSampler { generator -> - a.sample(generator).map { space { it * k.toDouble() } } + public override fun scale(a: Sampler, value: Double): Sampler = BasicSampler { generator -> + a.sample(generator).map { algebra { it * value } } } + + override fun Sampler.unaryMinus(): Sampler = scale(this, -1.0) } diff --git a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/stat/Statistic.kt b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/stat/Statistic.kt index 29ded2b88..4a3103d1b 100644 --- a/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/stat/Statistic.kt +++ b/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/stat/Statistic.kt @@ -43,7 +43,7 @@ public interface ComposableStatistic : Statistic { @ExperimentalCoroutinesApi private fun ComposableStatistic.flowIntermediate( flow: Flow>, - dispatcher: CoroutineDispatcher = Dispatchers.Default + dispatcher: CoroutineDispatcher = Dispatchers.Default, ): Flow = flow .mapParallel(dispatcher) { computeIntermediate(it) } .runningReduce(::composeIntermediate) @@ -59,27 +59,31 @@ private fun ComposableStatistic.flowIntermediate( @ExperimentalCoroutinesApi public fun ComposableStatistic.flow( flow: Flow>, - dispatcher: CoroutineDispatcher = Dispatchers.Default + dispatcher: CoroutineDispatcher = Dispatchers.Default, ): Flow = flowIntermediate(flow, dispatcher).map(::toResult) /** * Arithmetic mean */ -public class Mean(public val space: Space) : ComposableStatistic, T> { +public class Mean( + private val space: Space, + private val division: (sum: T, count: Int) -> T, +) : ComposableStatistic, T> { public override suspend fun computeIntermediate(data: Buffer): Pair = space { sum(data.asIterable()) } to data.size public override suspend fun composeIntermediate(first: Pair, second: Pair): Pair = space { first.first + second.first } to (first.second + second.second) - public override suspend fun toResult(intermediate: Pair): T = - space { intermediate.first / intermediate.second } + public override suspend fun toResult(intermediate: Pair): T = space { + division(intermediate.first, intermediate.second) + } public companion object { //TODO replace with optimized version which respects overflow - public val real: Mean = Mean(RealField) - public val int: Mean = Mean(IntRing) - public val long: Mean = Mean(LongRing) + public val real: Mean = Mean(RealField) { sum, count -> sum / count } + public val int: Mean = Mean(IntRing) { sum, count -> sum / count } + public val long: Mean = Mean(LongRing) { sum, count -> sum / count } } } diff --git a/kmath-viktor/api/kmath-viktor.api b/kmath-viktor/api/kmath-viktor.api index 462e065bf..ebb97b150 100644 --- a/kmath-viktor/api/kmath-viktor.api +++ b/kmath-viktor/api/kmath-viktor.api @@ -26,7 +26,7 @@ public final class space/kscience/kmath/viktor/ViktorBuffer : space/kscience/kma public final synthetic fun unbox-impl ()Lorg/jetbrains/bio/viktor/F64FlatArray; } -public final class space/kscience/kmath/viktor/ViktorNDField : space/kscience/kmath/nd/NDField, space/kscience/kmath/operations/ExtendedField, space/kscience/kmath/operations/RingWithNumbers { +public final class space/kscience/kmath/viktor/ViktorNDField : space/kscience/kmath/nd/NDField, space/kscience/kmath/operations/ExtendedField, space/kscience/kmath/operations/NumbersAddOperations, space/kscience/kmath/operations/ScaleOperations { public fun ([I)V public synthetic fun acos (Ljava/lang/Object;)Ljava/lang/Object; public fun acos-Q7Xurp0 (Lspace/kscience/kmath/nd/NDStructure;)Lorg/jetbrains/bio/viktor/F64Array; @@ -55,8 +55,6 @@ public final class space/kscience/kmath/viktor/ViktorNDField : space/kscience/km public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object; public fun cosh (Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public fun div (DLspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; - public synthetic fun div (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; - public fun div (Ljava/lang/Number;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; @@ -68,7 +66,7 @@ public final class space/kscience/kmath/viktor/ViktorNDField : space/kscience/km public fun divide (Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; public synthetic fun exp (Ljava/lang/Object;)Ljava/lang/Object; public fun exp-Q7Xurp0 (Lspace/kscience/kmath/nd/NDStructure;)Lorg/jetbrains/bio/viktor/F64Array; - public synthetic fun getElementContext ()Ljava/lang/Object; + public synthetic fun getElementContext ()Lspace/kscience/kmath/operations/Algebra; public fun getElementContext ()Lspace/kscience/kmath/operations/RealField; public final fun getF64Buffer (Lspace/kscience/kmath/nd/NDStructure;)Lorg/jetbrains/bio/viktor/F64Array; public synthetic fun getOne ()Ljava/lang/Object; @@ -96,11 +94,8 @@ public final class space/kscience/kmath/viktor/ViktorNDField : space/kscience/km public fun minus (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public synthetic fun minus (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Object;)Lspace/kscience/kmath/nd/NDStructure; public fun minus-s8yP2C4 (Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lorg/jetbrains/bio/viktor/F64Array; - public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; - public synthetic fun multiply (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public fun multiply (Lspace/kscience/kmath/nd/NDStructure;Lspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; - public fun multiply-s8yP2C4 (Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lorg/jetbrains/bio/viktor/F64Array; public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object; public fun number-Q7Xurp0 (Ljava/lang/Number;)Lorg/jetbrains/bio/viktor/F64Array; public fun plus (DLspace/kscience/kmath/nd/NDStructure;)Lspace/kscience/kmath/nd/NDStructure; @@ -122,6 +117,8 @@ public final class space/kscience/kmath/viktor/ViktorNDField : space/kscience/km public synthetic fun rightSideNumberOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public fun rightSideNumberOperation (Ljava/lang/String;Lspace/kscience/kmath/nd/NDStructure;Ljava/lang/Number;)Lspace/kscience/kmath/nd/NDStructure; public fun rightSideNumberOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; + public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; + public fun scale-s8yP2C4 (Lspace/kscience/kmath/nd/NDStructure;D)Lorg/jetbrains/bio/viktor/F64Array; public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object; public fun sin-Q7Xurp0 (Lspace/kscience/kmath/nd/NDStructure;)Lorg/jetbrains/bio/viktor/F64Array; public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object; diff --git a/kmath-viktor/src/main/kotlin/space/kscience/kmath/viktor/ViktorNDStructure.kt b/kmath-viktor/src/main/kotlin/space/kscience/kmath/viktor/ViktorNDStructure.kt index 8deda2544..218afcbef 100644 --- a/kmath-viktor/src/main/kotlin/space/kscience/kmath/viktor/ViktorNDStructure.kt +++ b/kmath-viktor/src/main/kotlin/space/kscience/kmath/viktor/ViktorNDStructure.kt @@ -4,8 +4,9 @@ import org.jetbrains.bio.viktor.F64Array import space.kscience.kmath.misc.UnstableKMathAPI import space.kscience.kmath.nd.* import space.kscience.kmath.operations.ExtendedField +import space.kscience.kmath.operations.NumbersAddOperations import space.kscience.kmath.operations.RealField -import space.kscience.kmath.operations.RingWithNumbers +import space.kscience.kmath.operations.ScaleOperations @Suppress("OVERRIDE_BY_INLINE", "NOTHING_TO_INLINE") public inline class ViktorNDStructure(public val f64Buffer: F64Array) : MutableNDStructure { @@ -26,7 +27,8 @@ public fun F64Array.asStructure(): ViktorNDStructure = ViktorNDStructure(this) @OptIn(UnstableKMathAPI::class) @Suppress("OVERRIDE_BY_INLINE", "NOTHING_TO_INLINE") public class ViktorNDField(public override val shape: IntArray) : NDField, - RingWithNumbers>, ExtendedField> { + NumbersAddOperations>, ExtendedField>, + ScaleOperations> { public val NDStructure.f64Buffer: F64Array get() = when { @@ -55,6 +57,8 @@ public class ViktorNDField(public override val shape: IntArray) : NDField.unaryMinus(): NDStructure = this * (-1) + public override fun NDStructure.map(transform: RealField.(Double) -> Double): ViktorNDStructure = F64Array(*this@ViktorNDField.shape).apply { this@ViktorNDField.strides.indices().forEach { index -> @@ -83,8 +87,8 @@ public class ViktorNDField(public override val shape: IntArray) : NDField, b: NDStructure): ViktorNDStructure = (a.f64Buffer + b.f64Buffer).asStructure() - public override fun multiply(a: NDStructure, k: Number): ViktorNDStructure = - (a.f64Buffer * k.toDouble()).asStructure() + public override fun scale(a: NDStructure, value: Double): ViktorNDStructure = + (a.f64Buffer * value.toDouble()).asStructure() public override inline fun NDStructure.plus(b: NDStructure): ViktorNDStructure = (f64Buffer + b.f64Buffer).asStructure() diff --git a/settings.gradle.kts b/settings.gradle.kts index cadbfd7ba..b4d7b3049 100644 --- a/settings.gradle.kts +++ b/settings.gradle.kts @@ -1,14 +1,15 @@ pluginManagement { repositories { + maven("https://repo.kotlin.link") + mavenLocal() gradlePluginPortal() jcenter() - maven("https://repo.kotlin.link") maven("https://dl.bintray.com/kotlin/kotlin-eap") maven("https://dl.bintray.com/kotlin/kotlinx") } - val toolsVersion = "0.8.1" - val kotlinVersion = "1.4.30" + val toolsVersion = "0.9.1" + val kotlinVersion = "1.4.31" plugins { id("kotlinx.benchmark") version "0.2.0-dev-20"