build.gradle.kts

@@ -1,3 +1,5 @@
+import org.jetbrains.kotlin.gradle.dsl.KotlinMultiplatformExtension
+
 buildscript {
     val kotlinVersion: String by rootProject.extra("1.3.20")
     val ioVersion: String by rootProject.extra("0.1.2")
@@ -27,9 +29,25 @@ allprojects {
     version = "0.0.3-dev-4"
 
     repositories {
-        maven("https://dl.bintray.com/kotlin/kotlin-eap")
+        //maven("https://dl.bintray.com/kotlin/kotlin-eap")
         jcenter()
     }
+
+    extensions.findByType<KotlinMultiplatformExtension>()?.apply {
+        jvm {
+            compilations.all {
+                kotlinOptions {
+                    jvmTarget = "1.8"
+                }
+            }
+        }
+        targets.all {
+            sourceSets.all {
+                languageSettings.progressiveMode = true
+                languageSettings.enableLanguageFeature("+InlineClasses")
+            }
+        }
+    }
 }
 
 if (file("artifactory.gradle").exists()) {

kmath-core/build.gradle.kts

@@ -1,3 +1,5 @@
+import org.jetbrains.kotlin.gradle.tasks.KotlinCompile
+
 plugins {
     kotlin("multiplatform")
 }
@@ -8,13 +10,16 @@ kotlin {
         compilations.all {
             kotlinOptions {
                 jvmTarget = "1.8"
-                freeCompilerArgs += "-progressive"
             }
         }
     }
     js()
 
     sourceSets {
+        all {
+            languageSettings.progressiveMode = true
+        }
+        
         val commonMain by getting {
             dependencies {
                 api(kotlin("stdlib"))

kmath-core/src/commonMain/kotlin/scientifik/kmath/linear/Matrix.kt

@@ -110,7 +110,7 @@ interface GenericMatrixContext<T : Any, R : Ring<T>> : MatrixContext<T> {
 /**
  * Specialized 2-d structure
  */
-interface Matrix<T : Any> : NDStructure<T> {
+interface Matrix<T : Any> : Structure2D<T> {
     val rowNum: Int
     val colNum: Int
 
@@ -124,8 +124,6 @@ interface Matrix<T : Any> : NDStructure<T> {
      */
     fun suggestFeature(vararg features: MatrixFeature): Matrix<T>
 
-    operator fun get(i: Int, j: Int): T
-
     override fun get(index: IntArray): T = get(index[0], index[1])
 
     override val shape: IntArray get() = intArrayOf(rowNum, colNum)

kmath-core/src/commonMain/kotlin/scientifik/kmath/structures/NDStructure.kt

@@ -16,7 +16,9 @@ interface NDStructure<T> {
         fun equals(st1: NDStructure<*>, st2: NDStructure<*>): Boolean {
             return when {
                 st1 === st2 -> true
-                st1 is BufferNDStructure<*> && st2 is BufferNDStructure<*> && st1.strides == st2.strides -> st1.buffer.contentEquals(st2.buffer)
+                st1 is BufferNDStructure<*> && st2 is BufferNDStructure<*> && st1.strides == st2.strides -> st1.buffer.contentEquals(
+                    st2.buffer
+                )
                 else -> st1.elements().all { (index, value) -> value == st2[index] }
             }
         }

kmath-core/src/commonMain/kotlin/scientifik/kmath/structures/SpecializedStructures.kt

@@ -0,0 +1,88 @@
+package scientifik.kmath.structures
+
+/**
+ * A structure that is guaranteed to be one-dimensional
+ */
+interface Structure1D<T> : NDStructure<T>, Buffer<T> {
+    override val dimension: Int get() = 1
+
+    override fun get(index: IntArray): T {
+        if (index.size != 1) error("Index dimension mismatch. Expected 1 but found ${index.size}")
+        return get(index[0])
+    }
+
+    override fun iterator(): Iterator<T> = (0 until size).asSequence().map { get(it) }.iterator()
+}
+
+/**
+ * A 1D wrapper for nd-structure
+ */
+private inline class Structure1DWrapper<T>(val structure: NDStructure<T>) : Structure1D<T> {
+
+    override val shape: IntArray get() = structure.shape
+    override val size: Int get() = structure.shape[0]
+
+    override fun get(index: Int): T = structure[index]
+
+    override fun elements(): Sequence<Pair<IntArray, T>> = structure.elements()
+}
+
+/**
+ * Represent a [NDStructure] as [Structure1D]. Throw error in case of dimension mismatch
+ */
+fun <T> NDStructure<T>.as1D(): Structure1D<T> = if (shape.size == 1) {
+    Structure1DWrapper(this)
+} else {
+    error("Can't create 1d-structure from ${shape.size}d-structure")
+}
+
+/**
+ * A structure wrapper for buffer
+ */
+private inline class Buffer1DWrapper<T>(val buffer: Buffer<T>) : Structure1D<T> {
+    override val shape: IntArray get() = intArrayOf(buffer.size)
+
+    override val size: Int get() = buffer.size
+
+    override fun elements(): Sequence<Pair<IntArray, T>> =
+        asSequence().mapIndexed { index, value -> intArrayOf(index) to value }
+
+    override fun get(index: Int): T = buffer.get(index)
+}
+
+/**
+ * Represent this buffer as 1D structure
+ */
+fun <T> Buffer<T>.asND(): Structure1D<T> = Buffer1DWrapper(this)
+
+/**
+ * A structure that is guaranteed to be two-dimensional
+ */
+interface Structure2D<T> : NDStructure<T> {
+    operator fun get(i: Int, j: Int): T
+
+    override fun get(index: IntArray): T {
+        if (index.size != 2) error("Index dimension mismatch. Expected 2 but found ${index.size}")
+        return get(index[0], index[1])
+    }
+}
+
+/**
+ * A 2D wrapper for nd-structure
+ */
+private inline class Structure2DWrapper<T>(val structure: NDStructure<T>) : Structure2D<T> {
+    override fun get(i: Int, j: Int): T = structure[i, j]
+
+    override val shape: IntArray get() = structure.shape
+
+    override fun elements(): Sequence<Pair<IntArray, T>> = structure.elements()
+}
+
+/**
+ * Represent a [NDStructure] as [Structure1D]. Throw error in case of dimension mismatch
+ */
+fun <T> NDStructure<T>.as2D(): Structure2D<T> = if (shape.size == 2) {
+    Structure2DWrapper(this)
+} else {
+    error("Can't create 2d-structure from ${shape.size}d-structure")
+}