forked from kscience/kmath
Minor refactor for changed ExtendedFieldOperations, replace DoubleBuffer with RealBuffer
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@ -7,7 +7,6 @@ import kotlin.math.pow as kpow
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* Advanced Number-like field that implements basic operations
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*/
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interface ExtendedFieldOperations<T> :
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FieldOperations<T>,
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InverseTrigonometricOperations<T>,
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PowerOperations<T>,
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ExponentialOperations<T> {
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@ -24,9 +23,8 @@ interface ExtendedFieldOperations<T> :
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PowerOperations.SQRT_OPERATION -> sqrt(arg)
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ExponentialOperations.EXP_OPERATION -> exp(arg)
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ExponentialOperations.LN_OPERATION -> ln(arg)
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else -> super<InverseTrigonometricOperations>.unaryOperation(operation, arg)
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else -> super.unaryOperation(operation, arg)
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}
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}
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interface ExtendedField<T> : ExtendedFieldOperations<T>, Field<T> {
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@ -64,7 +64,7 @@ fun <T : MathElement<out PowerOperations<T>>> sqr(arg: T): T = arg pow 2.0
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/* Exponential */
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interface ExponentialOperations<T>: Algebra<T> {
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interface ExponentialOperations<T> : Algebra<T> {
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fun exp(arg: T): T
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fun ln(arg: T): T
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@ -81,4 +81,4 @@ interface Norm<in T : Any, out R> {
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fun norm(arg: T): R
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}
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fun <T : MathElement<out Norm<T, R>>, R> norm(arg: T): R = arg.context.norm(arg)
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fun <T : MathElement<out Norm<T, R>>, R> norm(arg: T): R = arg.context.norm(arg)
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@ -9,185 +9,171 @@ import kotlin.math.*
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* A simple field over linear buffers of [Double]
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*/
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object RealBufferFieldOperations : ExtendedFieldOperations<Buffer<Double>> {
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override fun add(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer {
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override fun add(a: Buffer<Double>, b: Buffer<Double>): RealBuffer {
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require(b.size == a.size) { "The size of the first buffer ${a.size} should be the same as for second one: ${b.size} " }
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return if (a is DoubleBuffer && b is DoubleBuffer) {
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return if (a is RealBuffer && b is RealBuffer) {
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val aArray = a.array
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val bArray = b.array
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DoubleBuffer(DoubleArray(a.size) { aArray[it] + bArray[it] })
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} else {
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DoubleBuffer(DoubleArray(a.size) { a[it] + b[it] })
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}
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RealBuffer(DoubleArray(a.size) { aArray[it] + bArray[it] })
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} else
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RealBuffer(DoubleArray(a.size) { a[it] + b[it] })
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}
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override fun multiply(a: Buffer<Double>, k: Number): DoubleBuffer {
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override fun multiply(a: Buffer<Double>, k: Number): RealBuffer {
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val kValue = k.toDouble()
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return if (a is DoubleBuffer) {
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return if (a is RealBuffer) {
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val aArray = a.array
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DoubleBuffer(DoubleArray(a.size) { aArray[it] * kValue })
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} else {
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DoubleBuffer(DoubleArray(a.size) { a[it] * kValue })
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}
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RealBuffer(DoubleArray(a.size) { aArray[it] * kValue })
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} else
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RealBuffer(DoubleArray(a.size) { a[it] * kValue })
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}
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override fun multiply(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer {
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override fun multiply(a: Buffer<Double>, b: Buffer<Double>): RealBuffer {
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require(b.size == a.size) { "The size of the first buffer ${a.size} should be the same as for second one: ${b.size} " }
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return if (a is DoubleBuffer && b is DoubleBuffer) {
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return if (a is RealBuffer && b is RealBuffer) {
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val aArray = a.array
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val bArray = b.array
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DoubleBuffer(DoubleArray(a.size) { aArray[it] * bArray[it] })
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} else {
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DoubleBuffer(DoubleArray(a.size) { a[it] * b[it] })
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}
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RealBuffer(DoubleArray(a.size) { aArray[it] * bArray[it] })
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} else
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RealBuffer(DoubleArray(a.size) { a[it] * b[it] })
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}
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override fun divide(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer {
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override fun divide(a: Buffer<Double>, b: Buffer<Double>): RealBuffer {
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require(b.size == a.size) { "The size of the first buffer ${a.size} should be the same as for second one: ${b.size} " }
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return if (a is DoubleBuffer && b is DoubleBuffer) {
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return if (a is RealBuffer && b is RealBuffer) {
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val aArray = a.array
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val bArray = b.array
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DoubleBuffer(DoubleArray(a.size) { aArray[it] / bArray[it] })
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} else {
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DoubleBuffer(DoubleArray(a.size) { a[it] / b[it] })
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}
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RealBuffer(DoubleArray(a.size) { aArray[it] / bArray[it] })
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} else
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RealBuffer(DoubleArray(a.size) { a[it] / b[it] })
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}
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override fun sin(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
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override fun sin(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
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val array = arg.array
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DoubleBuffer(DoubleArray(arg.size) { sin(array[it]) })
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RealBuffer(DoubleArray(arg.size) { sin(array[it]) })
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} else {
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DoubleBuffer(DoubleArray(arg.size) { sin(arg[it]) })
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RealBuffer(DoubleArray(arg.size) { sin(arg[it]) })
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}
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override fun cos(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
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override fun cos(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
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val array = arg.array
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DoubleBuffer(DoubleArray(arg.size) { cos(array[it]) })
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RealBuffer(DoubleArray(arg.size) { cos(array[it]) })
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} else
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RealBuffer(DoubleArray(arg.size) { cos(arg[it]) })
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override fun tan(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
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val array = arg.array
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RealBuffer(DoubleArray(arg.size) { tan(array[it]) })
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} else
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RealBuffer(DoubleArray(arg.size) { tan(arg[it]) })
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override fun asin(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
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val array = arg.array
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RealBuffer(DoubleArray(arg.size) { asin(array[it]) })
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} else {
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DoubleBuffer(DoubleArray(arg.size) { cos(arg[it]) })
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RealBuffer(DoubleArray(arg.size) { asin(arg[it]) })
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}
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override fun tan(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
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override fun acos(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
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val array = arg.array
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DoubleBuffer(DoubleArray(arg.size) { tan(array[it]) })
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} else {
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DoubleBuffer(DoubleArray(arg.size) { tan(arg[it]) })
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}
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RealBuffer(DoubleArray(arg.size) { acos(array[it]) })
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} else
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RealBuffer(DoubleArray(arg.size) { acos(arg[it]) })
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override fun asin(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
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override fun atan(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
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val array = arg.array
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DoubleBuffer(DoubleArray(arg.size) { asin(array[it]) })
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} else {
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DoubleBuffer(DoubleArray(arg.size) { asin(arg[it]) })
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}
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RealBuffer(DoubleArray(arg.size) { atan(array[it]) })
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} else
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RealBuffer(DoubleArray(arg.size) { atan(arg[it]) })
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override fun acos(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
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override fun power(arg: Buffer<Double>, pow: Number): RealBuffer = if (arg is RealBuffer) {
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val array = arg.array
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DoubleBuffer(DoubleArray(arg.size) { acos(array[it]) })
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} else {
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DoubleBuffer(DoubleArray(arg.size) { acos(arg[it]) })
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}
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RealBuffer(DoubleArray(arg.size) { array[it].pow(pow.toDouble()) })
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} else
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RealBuffer(DoubleArray(arg.size) { arg[it].pow(pow.toDouble()) })
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override fun atan(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
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override fun exp(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
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val array = arg.array
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DoubleBuffer(DoubleArray(arg.size) { atan(array[it]) })
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} else {
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DoubleBuffer(DoubleArray(arg.size) { atan(arg[it]) })
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}
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RealBuffer(DoubleArray(arg.size) { exp(array[it]) })
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} else
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RealBuffer(DoubleArray(arg.size) { exp(arg[it]) })
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override fun power(arg: Buffer<Double>, pow: Number): DoubleBuffer = if (arg is DoubleBuffer) {
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override fun ln(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
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val array = arg.array
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DoubleBuffer(DoubleArray(arg.size) { array[it].pow(pow.toDouble()) })
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} else {
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DoubleBuffer(DoubleArray(arg.size) { arg[it].pow(pow.toDouble()) })
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}
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override fun exp(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
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val array = arg.array
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DoubleBuffer(DoubleArray(arg.size) { exp(array[it]) })
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} else {
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DoubleBuffer(DoubleArray(arg.size) { exp(arg[it]) })
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}
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override fun ln(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
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val array = arg.array
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DoubleBuffer(DoubleArray(arg.size) { ln(array[it]) })
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} else {
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DoubleBuffer(DoubleArray(arg.size) { ln(arg[it]) })
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}
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RealBuffer(DoubleArray(arg.size) { ln(array[it]) })
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} else
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RealBuffer(DoubleArray(arg.size) { ln(arg[it]) })
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}
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class RealBufferField(val size: Int) : ExtendedField<Buffer<Double>> {
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override val zero: Buffer<Double> by lazy { RealBuffer(size) { 0.0 } }
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override val one: Buffer<Double> by lazy { RealBuffer(size) { 1.0 } }
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override val zero: Buffer<Double> by lazy { DoubleBuffer(size) { 0.0 } }
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override val one: Buffer<Double> by lazy { DoubleBuffer(size) { 1.0 } }
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override fun add(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer {
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override fun add(a: Buffer<Double>, b: Buffer<Double>): RealBuffer {
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require(a.size == size) { "The buffer size ${a.size} does not match context size $size" }
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return RealBufferFieldOperations.add(a, b)
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}
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override fun multiply(a: Buffer<Double>, k: Number): DoubleBuffer {
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override fun multiply(a: Buffer<Double>, k: Number): RealBuffer {
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require(a.size == size) { "The buffer size ${a.size} does not match context size $size" }
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return RealBufferFieldOperations.multiply(a, k)
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}
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override fun multiply(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer {
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override fun multiply(a: Buffer<Double>, b: Buffer<Double>): RealBuffer {
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require(a.size == size) { "The buffer size ${a.size} does not match context size $size" }
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return RealBufferFieldOperations.multiply(a, b)
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}
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override fun divide(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer {
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override fun divide(a: Buffer<Double>, b: Buffer<Double>): RealBuffer {
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require(a.size == size) { "The buffer size ${a.size} does not match context size $size" }
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return RealBufferFieldOperations.divide(a, b)
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}
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override fun sin(arg: Buffer<Double>): DoubleBuffer {
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override fun sin(arg: Buffer<Double>): RealBuffer {
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require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
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return RealBufferFieldOperations.sin(arg)
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}
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override fun cos(arg: Buffer<Double>): DoubleBuffer {
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override fun cos(arg: Buffer<Double>): RealBuffer {
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require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
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return RealBufferFieldOperations.cos(arg)
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}
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override fun tan(arg: Buffer<Double>): DoubleBuffer {
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override fun tan(arg: Buffer<Double>): RealBuffer {
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require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
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return RealBufferFieldOperations.tan(arg)
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}
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override fun asin(arg: Buffer<Double>): DoubleBuffer {
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override fun asin(arg: Buffer<Double>): RealBuffer {
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require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
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return RealBufferFieldOperations.asin(arg)
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}
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override fun acos(arg: Buffer<Double>): DoubleBuffer {
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override fun acos(arg: Buffer<Double>): RealBuffer {
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require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
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return RealBufferFieldOperations.acos(arg)
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}
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override fun atan(arg: Buffer<Double>): DoubleBuffer {
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override fun atan(arg: Buffer<Double>): RealBuffer {
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require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
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return RealBufferFieldOperations.atan(arg)
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}
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override fun power(arg: Buffer<Double>, pow: Number): DoubleBuffer {
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override fun power(arg: Buffer<Double>, pow: Number): RealBuffer {
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require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
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return RealBufferFieldOperations.power(arg, pow)
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}
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override fun exp(arg: Buffer<Double>): DoubleBuffer {
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override fun exp(arg: Buffer<Double>): RealBuffer {
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require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
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return RealBufferFieldOperations.exp(arg)
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}
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override fun ln(arg: Buffer<Double>): DoubleBuffer {
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override fun ln(arg: Buffer<Double>): RealBuffer {
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require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
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return RealBufferFieldOperations.ln(arg)
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}
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