0.3.0 #480
@ -6,6 +6,7 @@
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package space.kscience.kmath.histogram
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package space.kscience.kmath.histogram
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import space.kscience.kmath.domains.Domain1D
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import space.kscience.kmath.domains.Domain1D
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import space.kscience.kmath.domains.center
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import space.kscience.kmath.linear.Point
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import space.kscience.kmath.linear.Point
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import space.kscience.kmath.misc.UnstableKMathAPI
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import space.kscience.kmath.misc.UnstableKMathAPI
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import space.kscience.kmath.operations.asSequence
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import space.kscience.kmath.operations.asSequence
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@ -16,7 +17,6 @@ import space.kscience.kmath.structures.Buffer
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* A univariate bin based on a range
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* A univariate bin based on a range
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*
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*
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* @property binValue The value of histogram including weighting
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* @property binValue The value of histogram including weighting
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* @property standardDeviation Standard deviation of the bin value. Zero or negative if not applicable
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*/
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*/
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@UnstableKMathAPI
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@UnstableKMathAPI
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public data class Bin1D<T : Comparable<T>, out V>(
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public data class Bin1D<T : Comparable<T>, out V>(
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@ -56,5 +56,8 @@ public fun Histogram1DBuilder<Double, *>.fill(array: DoubleArray): Unit =
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array.forEach(this::putValue)
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array.forEach(this::putValue)
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@UnstableKMathAPI
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@UnstableKMathAPI
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public fun <T: Any> Histogram1DBuilder<T, *>.fill(buffer: Buffer<T>): Unit =
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public fun <T : Any> Histogram1DBuilder<T, *>.fill(buffer: Buffer<T>): Unit =
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buffer.asSequence().forEach(this::putValue)
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buffer.asSequence().forEach(this::putValue)
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@OptIn(UnstableKMathAPI::class)
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public val Bin1D<Double, *>.center: Double get() = domain.center
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@ -17,7 +17,7 @@ import kotlin.math.floor
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@OptIn(UnstableKMathAPI::class)
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@OptIn(UnstableKMathAPI::class)
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public class UniformHistogram1D<V : Any>(
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public class UniformHistogram1D<V : Any>(
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public val group: UniformHistogram1DGroup<V, *>,
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public val group: UniformHistogram1DGroup<V, *>,
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public val values: Map<Int, V>,
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internal val values: Map<Int, V>,
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) : Histogram1D<Double, V> {
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) : Histogram1D<Double, V> {
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private val startPoint get() = group.startPoint
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private val startPoint get() = group.startPoint
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@ -82,7 +82,7 @@ public class UniformHistogram1DGroup<V : Any, A>(
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)
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)
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/**
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/**
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*
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* Fill histogram.
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*/
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*/
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public inline fun produce(block: Histogram1DBuilder<Double, V>.() -> Unit): UniformHistogram1D<V> {
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public inline fun produce(block: Histogram1DBuilder<Double, V>.() -> Unit): UniformHistogram1D<V> {
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val map = HashMap<Int, V>()
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val map = HashMap<Int, V>()
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@ -104,23 +104,25 @@ public class UniformHistogram1DGroup<V : Any, A>(
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* (conserving the norming).
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* (conserving the norming).
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*/
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*/
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@OptIn(UnstableKMathAPI::class)
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@OptIn(UnstableKMathAPI::class)
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public fun produceFrom(histogram: Histogram1D<Double, V>): UniformHistogram1D<V> =
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public fun produceFrom(
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if ((histogram as? UniformHistogram1D)?.group == this) histogram
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histogram: Histogram1D<Double, V>,
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else {
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): UniformHistogram1D<V> = if ((histogram as? UniformHistogram1D)?.group == this) {
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val map = HashMap<Int, V>()
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histogram
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histogram.bins.forEach { bin ->
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} else {
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val range = bin.domain.range
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val map = HashMap<Int, V>()
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val indexOfLeft = getIndex(range.start)
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histogram.bins.forEach { bin ->
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val indexOfRight = getIndex(range.endInclusive)
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val range = bin.domain.range
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val numBins = indexOfRight - indexOfLeft + 1
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val indexOfLeft = getIndex(range.start)
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for (i in indexOfLeft..indexOfRight) {
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val indexOfRight = getIndex(range.endInclusive)
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map[indexOfLeft] = with(valueAlgebra) {
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val numBins = indexOfRight - indexOfLeft + 1
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(map[indexOfLeft] ?: zero) + bin.binValue / numBins
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for (i in indexOfLeft..indexOfRight) {
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}
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map[indexOfLeft] = with(valueAlgebra) {
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(map[indexOfLeft] ?: zero) + bin.binValue / numBins
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}
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}
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}
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}
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UniformHistogram1D(this, map)
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}
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}
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UniformHistogram1D(this, map)
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}
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}
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}
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public fun <V : Any, A> Histogram.Companion.uniform1D(
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public fun <V : Any, A> Histogram.Companion.uniform1D(
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@ -134,3 +136,21 @@ public fun <V : Any, A> Histogram.Companion.uniform1D(
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public fun <V : Any> UniformHistogram1DGroup<V, *>.produce(
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public fun <V : Any> UniformHistogram1DGroup<V, *>.produce(
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buffer: Buffer<Double>,
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buffer: Buffer<Double>,
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): UniformHistogram1D<V> = produce { fill(buffer) }
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): UniformHistogram1D<V> = produce { fill(buffer) }
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/**
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* Map of bin centers to bin values
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*/
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@OptIn(UnstableKMathAPI::class)
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public val <V : Any> UniformHistogram1D<V>.binValues: Map<Double, V>
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get() = bins.associate { it.center to it.binValue }
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//TODO add normalized values inside Field-based histogram spaces with context receivers
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///**
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// * Map of bin centers to normalized bin values (bin size as normalization)
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// */
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//@OptIn(UnstableKMathAPI::class)
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//public val <V : Any> UniformHistogram1D<V>.binValuesNormalized: Map<Double, V>
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// get() = group.valueAlgebra {
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// bins.associate { it.center to it.binValue / group.binSize }
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// }
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