Generic Buffer Algebra

CHANGELOG.md

@@ -40,6 +40,7 @@
 - Use `Symbol` factory function instead of `StringSymbol`
 
 ### Deprecated
+- Specialized `DoubleBufferAlgebra`
 
 ### Removed
 - Nearest in Domain. To be implemented in geometry package.

examples/src/main/kotlin/space/kscience/kmath/structures/buffers.kt

@@ -0,0 +1,22 @@
+/*
+ * Copyright 2018-2021 KMath contributors.
+ * Use of this source code is governed by the Apache 2.0 license that can be found in the license/LICENSE.txt file.
+ */
+
+package space.kscience.kmath.structures
+
+import space.kscience.kmath.operations.DoubleField
+import space.kscience.kmath.operations.bufferAlgebra
+import space.kscience.kmath.operations.produce
+
+inline fun <reified R : Any> MutableBuffer.Companion.same(
+    n: Int,
+    value: R
+): MutableBuffer<R> = auto(n) { value }
+
+
+fun main() {
+    with(DoubleField.bufferAlgebra(5)) {
+        println(number(2.0) + produce(1, 2, 3, 4, 5))
+    }
+}

kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/BufferAlgebra.kt

@@ -0,0 +1,146 @@
+/*
+ * Copyright 2018-2021 KMath contributors.
+ * Use of this source code is governed by the Apache 2.0 license that can be found in the license/LICENSE.txt file.
+ */
+
+package space.kscience.kmath.operations
+
+import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.structures.Buffer
+import space.kscience.kmath.structures.BufferFactory
+import space.kscience.kmath.structures.DoubleBuffer
+
+/**
+ * An algebra over [Buffer]
+ */
+@UnstableKMathAPI
+public interface BufferAlgebra<T, A : Algebra<T>> : Algebra<Buffer<T>> {
+    public val bufferFactory: BufferFactory<T>
+    public val elementAlgebra: A
+
+    //TODO move to multi-receiver inline extension
+    public fun Buffer<T>.map(block: (T) -> T): Buffer<T> = bufferFactory(size) { block(get(it)) }
+
+    public fun Buffer<T>.zip(other: Buffer<T>, block: (left: T, right: T) -> T): Buffer<T> {
+        require(size == other.size) { "Incompatible buffer sizes. left: $size, right: ${other.size}" }
+        return bufferFactory(size) { block(this[it], other[it]) }
+    }
+
+    override fun unaryOperationFunction(operation: String): (arg: Buffer<T>) -> Buffer<T> {
+        val operationFunction = elementAlgebra.unaryOperationFunction(operation)
+        return { arg -> bufferFactory(arg.size) { operationFunction(arg[it]) } }
+    }
+
+    override fun binaryOperationFunction(operation: String): (left: Buffer<T>, right: Buffer<T>) -> Buffer<T> {
+        val operationFunction = elementAlgebra.binaryOperationFunction(operation)
+        return { left, right ->
+            bufferFactory(left.size) { operationFunction(left[it], right[it]) }
+        }
+    }
+}
+
+@UnstableKMathAPI
+public fun <T, A : TrigonometricOperations<T>> BufferAlgebra<T, A>.sin(arg: Buffer<T>): Buffer<T> =
+    arg.map(elementAlgebra::sin)
+
+@UnstableKMathAPI
+public fun <T, A : TrigonometricOperations<T>> BufferAlgebra<T, A>.cos(arg: Buffer<T>): Buffer<T> =
+    arg.map(elementAlgebra::cos)
+
+@UnstableKMathAPI
+public fun <T, A : TrigonometricOperations<T>> BufferAlgebra<T, A>.tan(arg: Buffer<T>): Buffer<T> =
+    arg.map(elementAlgebra::tan)
+
+@UnstableKMathAPI
+public fun <T, A : TrigonometricOperations<T>> BufferAlgebra<T, A>.asin(arg: Buffer<T>): Buffer<T> =
+    arg.map(elementAlgebra::asin)
+
+@UnstableKMathAPI
+public fun <T, A : TrigonometricOperations<T>> BufferAlgebra<T, A>.acos(arg: Buffer<T>): Buffer<T> =
+    arg.map(elementAlgebra::acos)
+
+@UnstableKMathAPI
+public fun <T, A : TrigonometricOperations<T>> BufferAlgebra<T, A>.atan(arg: Buffer<T>): Buffer<T> =
+    arg.map(elementAlgebra::atan)
+
+@UnstableKMathAPI
+public fun <T, A : ExponentialOperations<T>> BufferAlgebra<T, A>.exp(arg: Buffer<T>): Buffer<T> =
+    arg.map(elementAlgebra::exp)
+
+@UnstableKMathAPI
+public fun <T, A : ExponentialOperations<T>> BufferAlgebra<T, A>.ln(arg: Buffer<T>): Buffer<T> =
+    arg.map(elementAlgebra::ln)
+
+@UnstableKMathAPI
+public fun <T, A : ExponentialOperations<T>> BufferAlgebra<T, A>.sinh(arg: Buffer<T>): Buffer<T> =
+    arg.map(elementAlgebra::sinh)
+
+@UnstableKMathAPI
+public fun <T, A : ExponentialOperations<T>> BufferAlgebra<T, A>.cosh(arg: Buffer<T>): Buffer<T> =
+    arg.map(elementAlgebra::cosh)
+
+@UnstableKMathAPI
+public fun <T, A : ExponentialOperations<T>> BufferAlgebra<T, A>.tanh(arg: Buffer<T>): Buffer<T> =
+    arg.map(elementAlgebra::tanh)
+
+@UnstableKMathAPI
+public fun <T, A : ExponentialOperations<T>> BufferAlgebra<T, A>.asinh(arg: Buffer<T>): Buffer<T> =
+    arg.map(elementAlgebra::asinh)
+
+@UnstableKMathAPI
+public fun <T, A : ExponentialOperations<T>> BufferAlgebra<T, A>.acosh(arg: Buffer<T>): Buffer<T> =
+    arg.map(elementAlgebra::acosh)
+
+@UnstableKMathAPI
+public fun <T, A : ExponentialOperations<T>> BufferAlgebra<T, A>.atanh(arg: Buffer<T>): Buffer<T> =
+    arg.map(elementAlgebra::atanh)
+
+@UnstableKMathAPI
+public fun <T, A : PowerOperations<T>> BufferAlgebra<T, A>.pow(arg: Buffer<T>, pow: Number): Buffer<T> =
+    with(elementAlgebra) { arg.map { power(it, pow) } }
+
+
+@UnstableKMathAPI
+public class BufferField<T, A : Field<T>>(
+    override val bufferFactory: BufferFactory<T>,
+    override val elementAlgebra: A,
+    public val size: Int
+) : BufferAlgebra<T, A>, Field<Buffer<T>> {
+
+    public fun produce(vararg elements: T): Buffer<T> {
+        require(elements.size == size) { "Expected $size elements but found ${elements.size}" }
+        return bufferFactory(size) { elements[it] }
+    }
+
+    override val zero: Buffer<T> = bufferFactory(size) { elementAlgebra.zero }
+    override val one: Buffer<T> = bufferFactory(size) { elementAlgebra.one }
+
+
+    override fun add(a: Buffer<T>, b: Buffer<T>): Buffer<T> = a.zip(b, elementAlgebra::add)
+    override fun multiply(a: Buffer<T>, b: Buffer<T>): Buffer<T> = a.zip(b, elementAlgebra::multiply)
+    override fun divide(a: Buffer<T>, b: Buffer<T>): Buffer<T> = a.zip(b, elementAlgebra::divide)
+
+    override fun scale(a: Buffer<T>, value: Double): Buffer<T> = with(elementAlgebra) { a.map { scale(it, value) } }
+    override fun Buffer<T>.unaryMinus(): Buffer<T> = with(elementAlgebra) { map { -it } }
+
+    override fun unaryOperationFunction(operation: String): (arg: Buffer<T>) -> Buffer<T> {
+        return super<BufferAlgebra>.unaryOperationFunction(operation)
+    }
+
+    override fun binaryOperationFunction(operation: String): (left: Buffer<T>, right: Buffer<T>) -> Buffer<T> {
+        return super<BufferAlgebra>.binaryOperationFunction(operation)
+    }
+}
+
+//Double buffer specialization
+
+@UnstableKMathAPI
+public fun BufferField<Double, *>.produce(vararg elements: Number): Buffer<Double> {
+    require(elements.size == size) { "Expected $size elements but found ${elements.size}" }
+    return bufferFactory(size) { elements[it].toDouble() }
+}
+
+@UnstableKMathAPI
+public fun DoubleField.bufferAlgebra(size: Int): BufferField<Double, DoubleField> =
+    BufferField(::DoubleBuffer, DoubleField, size)
+

kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/DoubleBufferField.kt

@@ -6,6 +6,8 @@
 package space.kscience.kmath.structures
 
 import space.kscience.kmath.linear.Point
+import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.operations.DoubleField
 import space.kscience.kmath.operations.ExtendedField
 import space.kscience.kmath.operations.ExtendedFieldOperations
 import space.kscience.kmath.operations.Norm
@@ -14,6 +16,7 @@ import kotlin.math.*
 /**
  * [ExtendedFieldOperations] over [DoubleBuffer].
  */
+@Deprecated("To be replaced by generic BufferAlgebra")
 public object DoubleBufferFieldOperations : ExtendedFieldOperations<Buffer<Double>> {
     override fun Buffer<Double>.unaryMinus(): DoubleBuffer = if (this is DoubleBuffer) {
         DoubleBuffer(size) { -array[it] }
@@ -172,6 +175,7 @@ public object DoubleL2Norm : Norm<Point<Double>, Double> {
  *
  * @property size the size of buffers to operate on.
  */
+@Deprecated("To be replaced by generic BufferAlgebra")
 public class DoubleBufferField(public val size: Int) : ExtendedField<Buffer<Double>>, Norm<Buffer<Double>, Double> {
     public override val zero: Buffer<Double> by lazy { DoubleBuffer(size) { 0.0 } }
     public override val one: Buffer<Double> by lazy { DoubleBuffer(size) { 1.0 } }