Rework codegen, use GSL vectors to store vectors, implement MatrixContext for Float, Double and Complex matrices with BLAS

buildSrc/src/main/kotlin/kscience/kmath/gsl/codegen/PsiTestUtil.kt

@@ -6,8 +6,12 @@ import org.jetbrains.kotlin.com.intellij.psi.impl.DebugUtil
 import org.jetbrains.kotlin.com.intellij.psi.impl.source.PsiFileImpl
 import org.jetbrains.kotlin.com.intellij.testFramework.LightVirtualFile
 import org.jetbrains.kotlin.psi.KtFile
+import java.util.regex.Pattern
 import kotlin.math.min
 
+private val EOL_SPLIT_DONT_TRIM_PATTERN: Pattern = Pattern.compile("(\r|\n|\r\n)+")
+internal fun splitByLinesDontTrim(string: String): Array<String> = EOL_SPLIT_DONT_TRIM_PATTERN.split(string)
+
 internal object PsiTestUtil {
     fun checkFileStructure(file: KtFile) {
         compareFromAllRoots(file) { f -> DebugUtil.psiTreeToString(f, false) }

buildSrc/src/main/kotlin/kscience/kmath/gsl/codegen/StringUtilExt.kt

@@ -1,9 +0,0 @@
-package kscience.kmath.gsl.codegen
-
-import java.util.regex.Pattern
-
-private val EOL_SPLIT_DONT_TRIM_PATTERN: Pattern = Pattern.compile("(\r|\n|\r\n)+")
-
-internal fun splitByLinesDontTrim(string: String): Array<String> {
-    return EOL_SPLIT_DONT_TRIM_PATTERN.split(string)
-}

buildSrc/src/main/kotlin/kscience/kmath/gsl/codegen/matricesCodegen.kt

@@ -22,10 +22,10 @@ private fun KtPsiFactory.createMatrixClass(
     features: Set<MatrixFeature> = emptySet()
 ) : GslMatrix<$kotlinTypeName, $structName>() {
     override val rowNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size1.toInt() }
+        get() = nativeHandle.pointed.size1.toInt()
 
     override val colNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size2.toInt() }
+        get() = nativeHandle.pointed.size2.toInt()
 
     override val features: Set<MatrixFeature> = features
 
@@ -39,30 +39,26 @@ private fun KtPsiFactory.createMatrixClass(
     override operator fun set(i: Int, j: Int, value: ${kotlinTypeName}): Unit =
         ${fn("gsl_matrixRset", cTypeName)}(nativeHandle, i.toULong(), j.toULong(), value)
 
-    override fun copy(): $className = memScoped {
+    override fun copy(): $className {
         val new = requireNotNull(${fn("gsl_matrixRalloc", cTypeName)}(rowNum.toULong(), colNum.toULong()))
         ${fn("gsl_matrixRmemcpy", cTypeName)}(new, nativeHandle)
-        $className(new, features)
+        return $className(new, features)
     }
 
     override fun close(): Unit = ${fn("gsl_matrixRfree", cTypeName)}(nativeHandle)
 
     override fun equals(other: Any?): Boolean {
-        if (other is $className) ${fn("gsl_matrixRequal", cTypeName)}(nativeHandle, other.nativeHandle)
+        if (other is $className) return ${fn("gsl_matrixRequal", cTypeName)}(nativeHandle, other.nativeHandle) == 1
         return super.equals(other)
     }
 }"""
-    f += createClass(
+    f += createClass(text)
-        text
-    )
-
     f += createNewLine(2)
 }
 
 fun matricesCodegen(outputFile: String, project: Project = createProject()) {
     val f = KtPsiFactory(project, true).run {
-        createFile("@file:Suppress(\"PackageDirectoryMismatch\")").also { f ->
+        createFile("").also { f ->
-            f += createNewLine(2)
             f += createPackageDirective(FqName("kscience.kmath.gsl"))
             f += createNewLine(2)
             f += createImportDirective(ImportPath.fromString("kotlinx.cinterop.*"))

buildSrc/src/main/kotlin/kscience/kmath/gsl/codegen/vectorsCodegen.kt

@@ -20,22 +20,34 @@ private fun KtPsiFactory.createVectorClass(
     @Language("kotlin") val text =
         """internal class $className(override val nativeHandle: CPointer<$structName>) : GslVector<$kotlinTypeName, $structName>() {
     override val size: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size.toInt() }
+        get() = nativeHandle.pointed.size.toInt()
 
     override fun get(index: Int): $kotlinTypeName = ${fn("gsl_vectorRget", cTypeName)}(nativeHandle, index.toULong())
+    override fun set(index: Int, value: $kotlinTypeName): Unit = ${
+            fn("gsl_vectorRset", cTypeName)
+        }(nativeHandle, index.toULong(), value)
+
+    override fun copy(): $className {
+        val new = requireNotNull(${fn("gsl_vectorRalloc", cTypeName)}(size.toULong()))
+        ${fn("gsl_vectorRmemcpy", cTypeName)}(new, nativeHandle)
+        return ${className}(new)
+    }
+
+    override fun equals(other: Any?): Boolean {
+        if (other is $className) return ${fn("gsl_vectorRequal", cTypeName)}(nativeHandle, other.nativeHandle) == 1
+        return super.equals(other)
+    }
+
     override fun close(): Unit = ${fn("gsl_vectorRfree", cTypeName)}(nativeHandle)
 }"""
-    f += createClass(
-        text
-    )
 
+    f += createClass(text)
     f += createNewLine(2)
 }
 
 fun vectorsCodegen(outputFile: String, project: Project = createProject()) {
     val f = KtPsiFactory(project, true).run {
-        createFile("@file:Suppress(\"PackageDirectoryMismatch\")").also { f ->
+        createFile("").also { f ->
-            f += createNewLine(2)
             f += createPackageDirective(FqName("kscience.kmath.gsl"))
             f += createNewLine(2)
             f += createImportDirective(ImportPath.fromString("kotlinx.cinterop.*"))

kmath-core/src/commonMain/kotlin/kscience/kmath/linear/MatrixContext.kt

@@ -55,7 +55,7 @@ public interface MatrixContext<T : Any> : SpaceOperations<Matrix<T>> {
      * Multiplies an element by a matrix of it.
      *
      * @receiver the multiplicand.
-     * @param value the multiplier.
+     * @param m the multiplier.
      * @receiver the product.
      */
     public operator fun T.times(m: Matrix<T>): Matrix<T> = m * this

kmath-gsl/build.gradle.kts

@@ -38,8 +38,8 @@ kotlin {
 }
 
 internal val codegen: Task by tasks.creating {
-    matricesCodegen(kotlin.sourceSets["nativeMain"].kotlin.srcDirs.first().absolutePath + "/generated/Matrices.kt")
+    matricesCodegen(kotlin.sourceSets["nativeMain"].kotlin.srcDirs.first().absolutePath + "/kscience/kmath/gsl/_Matrices.kt")
-    vectorsCodegen(kotlin.sourceSets["nativeMain"].kotlin.srcDirs.first().absolutePath + "/generated/Vectors.kt")
+    vectorsCodegen(kotlin.sourceSets["nativeMain"].kotlin.srcDirs.first().absolutePath + "/kscience/kmath/gsl/_Vectors.kt")
 }
 
 kotlin.sourceSets["nativeMain"].kotlin.srcDirs(files().builtBy(codegen))

kmath-gsl/src/nativeMain/kotlin/generated/Matrices.kt

@@ -1,280 +0,0 @@
-@file:Suppress("PackageDirectoryMismatch")
-
-package kscience.kmath.gsl
-
-import kotlinx.cinterop.*
-import kscience.kmath.linear.*
-import org.gnu.gsl.*
-
-internal class GslRealMatrix(
-    override val nativeHandle: CPointer<gsl_matrix>,
-    features: Set<MatrixFeature> = emptySet()
-) : GslMatrix<Double, gsl_matrix>() {
-    override val rowNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size1.toInt() }
-
-    override val colNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size2.toInt() }
-
-    override val features: Set<MatrixFeature> = features
-
-    override fun suggestFeature(vararg features: MatrixFeature): GslRealMatrix =
-        GslRealMatrix(nativeHandle, this.features + features)
-
-    override operator fun get(i: Int, j: Int): Double = gsl_matrix_get(nativeHandle, i.toULong(), j.toULong())
-
-    override operator fun set(i: Int, j: Int, value: Double): Unit =
-        gsl_matrix_set(nativeHandle, i.toULong(), j.toULong(), value)
-
-    override fun copy(): GslRealMatrix = memScoped {
-        val new = requireNotNull(gsl_matrix_alloc(rowNum.toULong(), colNum.toULong()))
-        gsl_matrix_memcpy(new, nativeHandle)
-        GslRealMatrix(new, features)
-    }
-
-    override fun close(): Unit = gsl_matrix_free(nativeHandle)
-
-    override fun equals(other: Any?): Boolean {
-        if (other is GslRealMatrix) gsl_matrix_equal(nativeHandle, other.nativeHandle)
-        return super.equals(other)
-    }
-}
-
-internal class GslFloatMatrix(
-    override val nativeHandle: CPointer<gsl_matrix_float>,
-    features: Set<MatrixFeature> = emptySet()
-) : GslMatrix<Float, gsl_matrix_float>() {
-    override val rowNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size1.toInt() }
-
-    override val colNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size2.toInt() }
-
-    override val features: Set<MatrixFeature> = features
-
-    override fun suggestFeature(vararg features: MatrixFeature): GslFloatMatrix =
-        GslFloatMatrix(nativeHandle, this.features + features)
-
-    override operator fun get(i: Int, j: Int): Float = gsl_matrix_float_get(nativeHandle, i.toULong(), j.toULong())
-
-    override operator fun set(i: Int, j: Int, value: Float): Unit =
-        gsl_matrix_float_set(nativeHandle, i.toULong(), j.toULong(), value)
-
-    override fun copy(): GslFloatMatrix = memScoped {
-        val new = requireNotNull(gsl_matrix_float_alloc(rowNum.toULong(), colNum.toULong()))
-        gsl_matrix_float_memcpy(new, nativeHandle)
-        GslFloatMatrix(new, features)
-    }
-
-    override fun close(): Unit = gsl_matrix_float_free(nativeHandle)
-
-    override fun equals(other: Any?): Boolean {
-        if (other is GslFloatMatrix) gsl_matrix_float_equal(nativeHandle, other.nativeHandle)
-        return super.equals(other)
-    }
-}
-
-internal class GslShortMatrix(
-    override val nativeHandle: CPointer<gsl_matrix_short>,
-    features: Set<MatrixFeature> = emptySet()
-) : GslMatrix<Short, gsl_matrix_short>() {
-    override val rowNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size1.toInt() }
-
-    override val colNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size2.toInt() }
-
-    override val features: Set<MatrixFeature> = features
-
-    override fun suggestFeature(vararg features: MatrixFeature): GslShortMatrix =
-        GslShortMatrix(nativeHandle, this.features + features)
-
-    override operator fun get(i: Int, j: Int): Short = gsl_matrix_short_get(nativeHandle, i.toULong(), j.toULong())
-
-    override operator fun set(i: Int, j: Int, value: Short): Unit =
-        gsl_matrix_short_set(nativeHandle, i.toULong(), j.toULong(), value)
-
-    override fun copy(): GslShortMatrix = memScoped {
-        val new = requireNotNull(gsl_matrix_short_alloc(rowNum.toULong(), colNum.toULong()))
-        gsl_matrix_short_memcpy(new, nativeHandle)
-        GslShortMatrix(new, features)
-    }
-
-    override fun close(): Unit = gsl_matrix_short_free(nativeHandle)
-
-    override fun equals(other: Any?): Boolean {
-        if (other is GslShortMatrix) gsl_matrix_short_equal(nativeHandle, other.nativeHandle)
-        return super.equals(other)
-    }
-}
-
-internal class GslUShortMatrix(
-    override val nativeHandle: CPointer<gsl_matrix_ushort>,
-    features: Set<MatrixFeature> = emptySet()
-) : GslMatrix<UShort, gsl_matrix_ushort>() {
-    override val rowNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size1.toInt() }
-
-    override val colNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size2.toInt() }
-
-    override val features: Set<MatrixFeature> = features
-
-    override fun suggestFeature(vararg features: MatrixFeature): GslUShortMatrix =
-        GslUShortMatrix(nativeHandle, this.features + features)
-
-    override operator fun get(i: Int, j: Int): UShort = gsl_matrix_ushort_get(nativeHandle, i.toULong(), j.toULong())
-
-    override operator fun set(i: Int, j: Int, value: UShort): Unit =
-        gsl_matrix_ushort_set(nativeHandle, i.toULong(), j.toULong(), value)
-
-    override fun copy(): GslUShortMatrix = memScoped {
-        val new = requireNotNull(gsl_matrix_ushort_alloc(rowNum.toULong(), colNum.toULong()))
-        gsl_matrix_ushort_memcpy(new, nativeHandle)
-        GslUShortMatrix(new, features)
-    }
-
-    override fun close(): Unit = gsl_matrix_ushort_free(nativeHandle)
-
-    override fun equals(other: Any?): Boolean {
-        if (other is GslUShortMatrix) gsl_matrix_ushort_equal(nativeHandle, other.nativeHandle)
-        return super.equals(other)
-    }
-}
-
-internal class GslLongMatrix(
-    override val nativeHandle: CPointer<gsl_matrix_long>,
-    features: Set<MatrixFeature> = emptySet()
-) : GslMatrix<Long, gsl_matrix_long>() {
-    override val rowNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size1.toInt() }
-
-    override val colNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size2.toInt() }
-
-    override val features: Set<MatrixFeature> = features
-
-    override fun suggestFeature(vararg features: MatrixFeature): GslLongMatrix =
-        GslLongMatrix(nativeHandle, this.features + features)
-
-    override operator fun get(i: Int, j: Int): Long = gsl_matrix_long_get(nativeHandle, i.toULong(), j.toULong())
-
-    override operator fun set(i: Int, j: Int, value: Long): Unit =
-        gsl_matrix_long_set(nativeHandle, i.toULong(), j.toULong(), value)
-
-    override fun copy(): GslLongMatrix = memScoped {
-        val new = requireNotNull(gsl_matrix_long_alloc(rowNum.toULong(), colNum.toULong()))
-        gsl_matrix_long_memcpy(new, nativeHandle)
-        GslLongMatrix(new, features)
-    }
-
-    override fun close(): Unit = gsl_matrix_long_free(nativeHandle)
-
-    override fun equals(other: Any?): Boolean {
-        if (other is GslLongMatrix) gsl_matrix_long_equal(nativeHandle, other.nativeHandle)
-        return super.equals(other)
-    }
-}
-
-internal class GslULongMatrix(
-    override val nativeHandle: CPointer<gsl_matrix_ulong>,
-    features: Set<MatrixFeature> = emptySet()
-) : GslMatrix<ULong, gsl_matrix_ulong>() {
-    override val rowNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size1.toInt() }
-
-    override val colNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size2.toInt() }
-
-    override val features: Set<MatrixFeature> = features
-
-    override fun suggestFeature(vararg features: MatrixFeature): GslULongMatrix =
-        GslULongMatrix(nativeHandle, this.features + features)
-
-    override operator fun get(i: Int, j: Int): ULong = gsl_matrix_ulong_get(nativeHandle, i.toULong(), j.toULong())
-
-    override operator fun set(i: Int, j: Int, value: ULong): Unit =
-        gsl_matrix_ulong_set(nativeHandle, i.toULong(), j.toULong(), value)
-
-    override fun copy(): GslULongMatrix = memScoped {
-        val new = requireNotNull(gsl_matrix_ulong_alloc(rowNum.toULong(), colNum.toULong()))
-        gsl_matrix_ulong_memcpy(new, nativeHandle)
-        GslULongMatrix(new, features)
-    }
-
-    override fun close(): Unit = gsl_matrix_ulong_free(nativeHandle)
-
-    override fun equals(other: Any?): Boolean {
-        if (other is GslULongMatrix) gsl_matrix_ulong_equal(nativeHandle, other.nativeHandle)
-        return super.equals(other)
-    }
-}
-
-internal class GslIntMatrix(
-    override val nativeHandle: CPointer<gsl_matrix_int>,
-    features: Set<MatrixFeature> = emptySet()
-) : GslMatrix<Int, gsl_matrix_int>() {
-    override val rowNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size1.toInt() }
-
-    override val colNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size2.toInt() }
-
-    override val features: Set<MatrixFeature> = features
-
-    override fun suggestFeature(vararg features: MatrixFeature): GslIntMatrix =
-        GslIntMatrix(nativeHandle, this.features + features)
-
-    override operator fun get(i: Int, j: Int): Int = gsl_matrix_int_get(nativeHandle, i.toULong(), j.toULong())
-
-    override operator fun set(i: Int, j: Int, value: Int): Unit =
-        gsl_matrix_int_set(nativeHandle, i.toULong(), j.toULong(), value)
-
-    override fun copy(): GslIntMatrix = memScoped {
-        val new = requireNotNull(gsl_matrix_int_alloc(rowNum.toULong(), colNum.toULong()))
-        gsl_matrix_int_memcpy(new, nativeHandle)
-        GslIntMatrix(new, features)
-    }
-
-    override fun close(): Unit = gsl_matrix_int_free(nativeHandle)
-
-    override fun equals(other: Any?): Boolean {
-        if (other is GslIntMatrix) gsl_matrix_int_equal(nativeHandle, other.nativeHandle)
-        return super.equals(other)
-    }
-}
-
-internal class GslUIntMatrix(
-    override val nativeHandle: CPointer<gsl_matrix_uint>,
-    features: Set<MatrixFeature> = emptySet()
-) : GslMatrix<UInt, gsl_matrix_uint>() {
-    override val rowNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size1.toInt() }
-
-    override val colNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size2.toInt() }
-
-    override val features: Set<MatrixFeature> = features
-
-    override fun suggestFeature(vararg features: MatrixFeature): GslUIntMatrix =
-        GslUIntMatrix(nativeHandle, this.features + features)
-
-    override operator fun get(i: Int, j: Int): UInt = gsl_matrix_uint_get(nativeHandle, i.toULong(), j.toULong())
-
-    override operator fun set(i: Int, j: Int, value: UInt): Unit =
-        gsl_matrix_uint_set(nativeHandle, i.toULong(), j.toULong(), value)
-
-    override fun copy(): GslUIntMatrix = memScoped {
-        val new = requireNotNull(gsl_matrix_uint_alloc(rowNum.toULong(), colNum.toULong()))
-        gsl_matrix_uint_memcpy(new, nativeHandle)
-        GslUIntMatrix(new, features)
-    }
-
-    override fun close(): Unit = gsl_matrix_uint_free(nativeHandle)
-
-    override fun equals(other: Any?): Boolean {
-        if (other is GslUIntMatrix) gsl_matrix_uint_equal(nativeHandle, other.nativeHandle)
-        return super.equals(other)
-    }
-}
-

kmath-gsl/src/nativeMain/kotlin/kscience/kmath/gsl/GslComplex.kt

@@ -17,10 +17,10 @@ internal class GslComplexMatrix(
     features: Set<MatrixFeature> = emptySet()
 ) : GslMatrix<Complex, gsl_matrix_complex>() {
     override val rowNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size1.toInt() }
+        get() = nativeHandle.pointed.size1.toInt()
 
     override val colNum: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size2.toInt() }
+        get() = nativeHandle.pointed.size2.toInt()
 
     override val features: Set<MatrixFeature> = features
 
@@ -33,16 +33,16 @@ internal class GslComplexMatrix(
     override operator fun set(i: Int, j: Int, value: Complex): Unit =
         gsl_matrix_complex_set(nativeHandle, i.toULong(), j.toULong(), value.toGsl())
 
-    override fun copy(): GslComplexMatrix = memScoped {
+    override fun copy(): GslComplexMatrix {
         val new = requireNotNull(gsl_matrix_complex_alloc(rowNum.toULong(), colNum.toULong()))
         gsl_matrix_complex_memcpy(new, nativeHandle)
-        GslComplexMatrix(new, features)
+        return GslComplexMatrix(new, features)
     }
 
     override fun close(): Unit = gsl_matrix_complex_free(nativeHandle)
 
     override fun equals(other: Any?): Boolean {
-        if (other is GslComplexMatrix) gsl_matrix_complex_equal(nativeHandle, other.nativeHandle)
+        if (other is GslComplexMatrix) return gsl_matrix_complex_equal(nativeHandle, other.nativeHandle) == 1
         return super.equals(other)
     }
 }
@@ -50,8 +50,21 @@ internal class GslComplexMatrix(
 internal class GslComplexVector(override val nativeHandle: CPointer<gsl_vector_complex>) :
     GslVector<Complex, gsl_vector_complex>() {
     override val size: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size.toInt() }
+        get() = nativeHandle.pointed.size.toInt()
 
     override fun get(index: Int): Complex = gsl_vector_complex_get(nativeHandle, index.toULong()).toKMath()
+    override fun set(index: Int, value: Complex): Unit = gsl_vector_complex_set(nativeHandle, index.toULong(), value.toGsl())
+
+    override fun copy(): GslComplexVector {
+        val new = requireNotNull(gsl_vector_complex_alloc(size.toULong()))
+        gsl_vector_complex_memcpy(new, nativeHandle)
+        return GslComplexVector(new)
+    }
+
+    override fun equals(other: Any?): Boolean {
+        if (other is GslComplexVector) return gsl_vector_complex_equal(nativeHandle, other.nativeHandle) == 1
+        return super.equals(other)
+    }
+
     override fun close(): Unit = gsl_vector_complex_free(nativeHandle)
 }

kmath-gsl/src/nativeMain/kotlin/kscience/kmath/gsl/GslMatrix.kt

@@ -13,7 +13,7 @@ public abstract class GslMatrix<T : Any, H : CStructVar> internal constructor():
         return NDStructure.equals(this, other as? NDStructure<*> ?: return false)
     }
 
-    public override fun hashCode(): Int {
+    public final override fun hashCode(): Int {
         var result = nativeHandle.hashCode()
         result = 31 * result + features.hashCode()
         return result

kmath-gsl/src/nativeMain/kotlin/kscience/kmath/gsl/GslMatrixContext.kt

@@ -0,0 +1,7 @@
+package kscience.kmath.gsl
+
+import kotlinx.cinterop.CStructVar
+import kscience.kmath.linear.MatrixContext
+import kscience.kmath.linear.Point
+import kscience.kmath.structures.Matrix
+

kmath-gsl/src/nativeMain/kotlin/kscience/kmath/gsl/GslMatrixContexts.kt

@@ -1,40 +1,63 @@
 package kscience.kmath.gsl
 
 import kotlinx.cinterop.CStructVar
+import kotlinx.cinterop.pointed
 import kscience.kmath.linear.MatrixContext
 import kscience.kmath.linear.Point
-import kscience.kmath.operations.invoke
+import kscience.kmath.operations.Complex
+import kscience.kmath.operations.ComplexField
+import kscience.kmath.operations.toComplex
 import kscience.kmath.structures.Matrix
 import org.gnu.gsl.*
 
-private inline fun <T : Any, H : CStructVar> GslMatrix<T, H>.fill(initializer: (Int, Int) -> T): GslMatrix<T, H> =
+internal inline fun <T : Any, H : CStructVar> GslMatrix<T, H>.fill(initializer: (Int, Int) -> T): GslMatrix<T, H> =
     apply {
         (0 until rowNum).forEach { row -> (0 until colNum).forEach { col -> this[row, col] = initializer(row, col) } }
     }
 
-public sealed class GslMatrixContext<T : Any, H : CStructVar> : MatrixContext<T> {
+internal inline fun <T : Any, H : CStructVar> GslVector<T, H>.fill(initializer: (Int) -> T): GslVector<T, H> =
+    apply { (0 until size).forEach { index -> this[index] = initializer(index) } }
+
+public abstract class GslMatrixContext<T : Any, H1 : CStructVar, H2 : CStructVar> internal constructor() :
+    MatrixContext<T> {
     @Suppress("UNCHECKED_CAST")
-    public fun Matrix<T>.toGsl(): GslMatrix<T, H> =
+    public fun Matrix<T>.toGsl(): GslMatrix<T, H1> = (if (this is GslMatrix<*, *>)
-        (if (this is GslMatrix<*, *>) this as GslMatrix<T, H> else produce(rowNum, colNum) { i, j -> get(i, j) }).copy()
+        this as GslMatrix<T, H1>
+    else
+        produce(rowNum, colNum) { i, j -> this[i, j] }).copy()
 
-    internal abstract fun produceDirty(rows: Int, columns: Int): GslMatrix<T, H>
+    @Suppress("UNCHECKED_CAST")
+    public fun Point<T>.toGsl(): GslVector<T, H2> =
+        (if (this is GslVector<*, *>) this as GslVector<T, H2> else produceDirtyVector(size).fill { this[it] }).copy()
 
-    public override fun produce(rows: Int, columns: Int, initializer: (i: Int, j: Int) -> T): GslMatrix<T, H> =
+    internal abstract fun produceDirtyMatrix(rows: Int, columns: Int): GslMatrix<T, H1>
-        produceDirty(rows, columns).fill(initializer)
+    internal abstract fun produceDirtyVector(size: Int): GslVector<T, H2>
+
+    public override fun produce(rows: Int, columns: Int, initializer: (i: Int, j: Int) -> T): GslMatrix<T, H1> =
+        produceDirtyMatrix(rows, columns).fill(initializer)
 }
 
-public object GslRealMatrixContext : GslMatrixContext<Double, gsl_matrix>() {
+public object GslRealMatrixContext : GslMatrixContext<Double, gsl_matrix, gsl_vector>() {
-    public override fun produceDirty(rows: Int, columns: Int): GslMatrix<Double, gsl_matrix> =
+    override fun produceDirtyMatrix(rows: Int, columns: Int): GslMatrix<Double, gsl_matrix> =
         GslRealMatrix(requireNotNull(gsl_matrix_alloc(rows.toULong(), columns.toULong())))
 
+    override fun produceDirtyVector(size: Int): GslVector<Double, gsl_vector> =
+        GslRealVector(requireNotNull(gsl_vector_alloc(size.toULong())))
+
     public override fun Matrix<Double>.dot(other: Matrix<Double>): GslMatrix<Double, gsl_matrix> {
-        val g1 = toGsl()
+        val x = toGsl().nativeHandle
-        gsl_matrix_mul_elements(g1.nativeHandle, other.toGsl().nativeHandle)
+        val a = other.toGsl().nativeHandle
-        return g1
+        val result = requireNotNull(gsl_matrix_calloc(a.pointed.size1, a.pointed.size2))
+        gsl_blas_dgemm(CblasNoTrans, CblasNoTrans, 1.0, x, a, 1.0, result)
+        return GslRealMatrix(result)
     }
 
     public override fun Matrix<Double>.dot(vector: Point<Double>): GslVector<Double, gsl_vector> {
-        TODO()
+        val x = toGsl().nativeHandle
+        val a = vector.toGsl().nativeHandle
+        val result = requireNotNull(gsl_vector_calloc(a.pointed.size))
+        gsl_blas_dgemv(CblasNoTrans, 1.0, x, a, 1.0, result)
+        return GslRealVector(result)
     }
 
     public override fun Matrix<Double>.times(value: Double): GslMatrix<Double, gsl_matrix> {
@@ -55,3 +78,87 @@ public object GslRealMatrixContext : GslMatrixContext<Double, gsl_matrix>() {
         return g1
     }
 }
+
+public object GslFloatMatrixContext : GslMatrixContext<Float, gsl_matrix_float, gsl_vector_float>() {
+    override fun produceDirtyMatrix(rows: Int, columns: Int): GslMatrix<Float, gsl_matrix_float> =
+        GslFloatMatrix(requireNotNull(gsl_matrix_float_alloc(rows.toULong(), columns.toULong())))
+
+    override fun produceDirtyVector(size: Int): GslVector<Float, gsl_vector_float> =
+        GslFloatVector(requireNotNull(gsl_vector_float_alloc(size.toULong())))
+
+    public override fun Matrix<Float>.dot(other: Matrix<Float>): GslMatrix<Float, gsl_matrix_float> {
+        val x = toGsl().nativeHandle
+        val a = other.toGsl().nativeHandle
+        val result = requireNotNull(gsl_matrix_float_calloc(a.pointed.size1, a.pointed.size2))
+        gsl_blas_sgemm(CblasNoTrans, CblasNoTrans, 1f, x, a, 1f, result)
+        return GslFloatMatrix(result)
+    }
+
+    public override fun Matrix<Float>.dot(vector: Point<Float>): GslVector<Float, gsl_vector_float> {
+        val x = toGsl().nativeHandle
+        val a = vector.toGsl().nativeHandle
+        val result = requireNotNull(gsl_vector_float_calloc(a.pointed.size))
+        gsl_blas_sgemv(CblasNoTrans, 1f, x, a, 1f, result)
+        return GslFloatVector(result)
+    }
+
+    public override fun Matrix<Float>.times(value: Float): GslMatrix<Float, gsl_matrix_float> {
+        val g1 = toGsl()
+        gsl_matrix_float_scale(g1.nativeHandle, value.toDouble())
+        return g1
+    }
+
+    public override fun add(a: Matrix<Float>, b: Matrix<Float>): GslMatrix<Float, gsl_matrix_float> {
+        val g1 = a.toGsl()
+        gsl_matrix_float_add(g1.nativeHandle, b.toGsl().nativeHandle)
+        return g1
+    }
+
+    public override fun multiply(a: Matrix<Float>, k: Number): GslMatrix<Float, gsl_matrix_float> {
+        val g1 = a.toGsl()
+        gsl_matrix_float_scale(g1.nativeHandle, k.toDouble())
+        return g1
+    }
+}
+
+public object GslComplexMatrixContext : GslMatrixContext<Complex, gsl_matrix_complex, gsl_vector_complex>() {
+    override fun produceDirtyMatrix(rows: Int, columns: Int): GslMatrix<Complex, gsl_matrix_complex> =
+        GslComplexMatrix(requireNotNull(gsl_matrix_complex_alloc(rows.toULong(), columns.toULong())))
+
+    override fun produceDirtyVector(size: Int): GslVector<Complex, gsl_vector_complex> =
+        GslComplexVector(requireNotNull(gsl_vector_complex_alloc(size.toULong())))
+
+    public override fun Matrix<Complex>.dot(other: Matrix<Complex>): GslMatrix<Complex, gsl_matrix_complex> {
+        val x = toGsl().nativeHandle
+        val a = other.toGsl().nativeHandle
+        val result = requireNotNull(gsl_matrix_complex_calloc(a.pointed.size1, a.pointed.size2))
+        gsl_blas_zgemm(CblasNoTrans, CblasNoTrans, ComplexField.one.toGsl(), x, a, ComplexField.one.toGsl(), result)
+        return GslComplexMatrix(result)
+    }
+
+    public override fun Matrix<Complex>.dot(vector: Point<Complex>): GslVector<Complex, gsl_vector_complex> {
+        val x = toGsl().nativeHandle
+        val a = vector.toGsl().nativeHandle
+        val result = requireNotNull(gsl_vector_complex_calloc(a.pointed.size))
+        gsl_blas_zgemv(CblasNoTrans, ComplexField.one.toGsl(), x, a, ComplexField.one.toGsl(), result)
+        return GslComplexVector(result)
+    }
+
+    public override fun Matrix<Complex>.times(value: Complex): GslMatrix<Complex, gsl_matrix_complex> {
+        val g1 = toGsl()
+        gsl_matrix_complex_scale(g1.nativeHandle, value.toGsl())
+        return g1
+    }
+
+    public override fun add(a: Matrix<Complex>, b: Matrix<Complex>): GslMatrix<Complex, gsl_matrix_complex> {
+        val g1 = a.toGsl()
+        gsl_matrix_complex_add(g1.nativeHandle, b.toGsl().nativeHandle)
+        return g1
+    }
+
+    public override fun multiply(a: Matrix<Complex>, k: Number): GslMatrix<Complex, gsl_matrix_complex> {
+        val g1 = a.toGsl()
+        gsl_matrix_complex_scale(g1.nativeHandle, k.toComplex().toGsl())
+        return g1
+    }
+}

kmath-gsl/src/nativeMain/kotlin/kscience/kmath/gsl/GslVector.kt

@@ -3,8 +3,11 @@ package kscience.kmath.gsl
 import kotlinx.cinterop.CStructVar
 import kscience.kmath.linear.Point
 
-abstract class GslVector<T, H : CStructVar> internal constructor(): GslMemoryHolder<H>(), Point<T> {
+public abstract class GslVector<T, H : CStructVar> internal constructor() : GslMemoryHolder<H>(), Point<T> {
-    public override fun iterator(): Iterator<T> = object : Iterator<T> {
+    internal abstract operator fun set(index: Int, value: T)
+    internal abstract fun copy(): GslVector<T, H>
+
+    public final override fun iterator(): Iterator<T> = object : Iterator<T> {
         private var cursor = 0
 
         override fun hasNext(): Boolean = cursor < size

kmath-gsl/src/nativeMain/kotlin/kscience/kmath/gsl/GslVectors.kt

@@ -1,101 +0,0 @@
-package kscience.kmath.gsl
-
-import kotlinx.cinterop.CPointer
-import kotlinx.cinterop.CStructVar
-import kotlinx.cinterop.memScoped
-import kotlinx.cinterop.pointed
-import kscience.kmath.linear.Point
-import kscience.kmath.operations.Complex
-import org.gnu.gsl.*
-
-public abstract class GslVector<T, H : CStructVar> internal constructor(): GslMemoryHolder<H>(), Point<T> {
-    public override fun iterator(): Iterator<T> = object : Iterator<T> {
-        private var cursor = 0
-
-        override fun hasNext(): Boolean = cursor < size
-
-        override fun next(): T {
-            cursor++
-            return this@GslVector[cursor - 1]
-        }
-    }
-}
-
-internal class GslRealVector(override val nativeHandle: CPointer<gsl_vector>) : GslVector<Double, gsl_vector>() {
-    override val size: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size.toInt() }
-
-    override fun get(index: Int): Double = gsl_vector_get(nativeHandle, index.toULong())
-    override fun close(): Unit = gsl_vector_free(nativeHandle)
-}
-
-internal class GslFloatVector(override val nativeHandle: CPointer<gsl_vector_float>) :
-    GslVector<Float, gsl_vector_float>() {
-    override val size: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size.toInt() }
-
-    override fun get(index: Int): Float = gsl_vector_float_get(nativeHandle, index.toULong())
-    override fun close(): Unit = gsl_vector_float_free(nativeHandle)
-}
-
-internal class GslIntVector(override val nativeHandle: CPointer<gsl_vector_int>) : GslVector<Int, gsl_vector_int>() {
-    override val size: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size.toInt() }
-
-    override fun get(index: Int): Int = gsl_vector_int_get(nativeHandle, index.toULong())
-    override fun close(): Unit = gsl_vector_int_free(nativeHandle)
-}
-
-internal class GslUIntVector(override val nativeHandle: CPointer<gsl_vector_uint>) :
-    GslVector<UInt, gsl_vector_uint>() {
-    override val size: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size.toInt() }
-
-    override fun get(index: Int): UInt = gsl_vector_uint_get(nativeHandle, index.toULong())
-    override fun close(): Unit = gsl_vector_uint_free(nativeHandle)
-}
-
-internal class GslLongVector(override val nativeHandle: CPointer<gsl_vector_long>) :
-    GslVector<Long, gsl_vector_long>() {
-    override val size: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size.toInt() }
-
-    override fun get(index: Int): Long = gsl_vector_long_get(nativeHandle, index.toULong())
-    override fun close(): Unit = gsl_vector_long_free(nativeHandle)
-}
-
-internal class GslULongVector(override val nativeHandle: CPointer<gsl_vector_ulong>) :
-    GslVector<ULong, gsl_vector_ulong>() {
-    public override val size: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size.toInt() }
-
-    public override fun get(index: Int): ULong = gsl_vector_ulong_get(nativeHandle, index.toULong())
-    public override fun close(): Unit = gsl_vector_ulong_free(nativeHandle)
-}
-
-internal class GslShortVector(override val nativeHandle: CPointer<gsl_vector_short>) :
-    GslVector<Short, gsl_vector_short>() {
-    public override val size: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size.toInt() }
-
-    public override fun get(index: Int): Short = gsl_vector_short_get(nativeHandle, index.toULong())
-    public override fun close(): Unit = gsl_vector_short_free(nativeHandle)
-}
-
-internal class GslUShortVector(override val nativeHandle: CPointer<gsl_vector_ushort>) :
-    GslVector<UShort, gsl_vector_ushort>() {
-    override val size: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size.toInt() }
-
-    override fun get(index: Int): UShort = gsl_vector_ushort_get(nativeHandle, index.toULong())
-    override fun close(): Unit = gsl_vector_ushort_free(nativeHandle)
-}
-
-internal class GslComplexVector(override val nativeHandle: CPointer<gsl_vector_complex>) :
-    GslVector<Complex, gsl_vector_complex>() {
-    override val size: Int
-        get() = memScoped { nativeHandle.getPointer(this).pointed.size.toInt() }
-
-    override fun get(index: Int): Complex = gsl_vector_complex_get(nativeHandle, index.toULong()).toKMath()
-    override fun close(): Unit = gsl_vector_complex_free(nativeHandle)
-}

kmath-gsl/src/nativeTest/kotlin/RealTest.kt

@@ -1,8 +1,13 @@
 package kscience.kmath.gsl
 
+import kscience.kmath.linear.RealMatrixContext
 import kscience.kmath.operations.invoke
+import kscience.kmath.structures.RealBuffer
+import kscience.kmath.structures.asIterable
+import kscience.kmath.structures.asSequence
 import kotlin.test.Test
 import kotlin.test.assertEquals
+import kotlin.test.assertTrue
 
 internal class RealTest {
     @Test
@@ -13,4 +18,29 @@ internal class RealTest {
         mb.close()
         ma.close()
     }
+
+    @Test
+    fun testDotOfMatrixAndVector() {
+        val ma = GslRealMatrixContext.produce(2, 2) { _, _ -> 100.0 }
+        val vb = RealBuffer(2) { 0.1 }
+        val res1 = GslRealMatrixContext { ma dot vb }
+        val res2 = RealMatrixContext { ma dot vb }
+        println(res1.asSequence().toList())
+        println(res2.asSequence().toList())
+        assertTrue(res1.contentEquals(res2))
+        res1.close()
+    }
+
+    @Test
+    fun testDotOfMatrixAndMatrix() {
+        val ma = GslRealMatrixContext.produce(2, 2) { _, _ -> 100.0 }
+        val mb = GslRealMatrixContext.produce(2, 2) { _, _ -> 100.0 }
+        val res1 = GslRealMatrixContext { ma dot mb }
+        val res2 = RealMatrixContext { ma dot mb }
+        println(res1.rows.asIterable().map { it.asSequence() }.flatMap(Sequence<*>::toList))
+        println(res2.rows.asIterable().map { it.asSequence() }.flatMap(Sequence<*>::toList))
+        assertEquals(res1, res2)
+        ma.close()
+        mb.close()
+    }
 }