forked from kscience/kmath
Fix #226
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@ -37,8 +37,8 @@ public fun <T, R> List<T>.cumulative(initial: R, operation: (R, T) -> R): List<R
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/**
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* Cumulative sum with custom space
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*/
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public fun <T> Iterable<T>.cumulativeSum(space: Group<T>): Iterable<T> =
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space { cumulative(zero) { element: T, sum: T -> sum + element } }
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public fun <T> Iterable<T>.cumulativeSum(group: Group<T>): Iterable<T> =
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group { cumulative(zero) { element: T, sum: T -> sum + element } }
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@JvmName("cumulativeSumOfDouble")
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public fun Iterable<Double>.cumulativeSum(): Iterable<Double> = cumulative(0.0) { element, sum -> sum + element }
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@ -49,8 +49,8 @@ public fun Iterable<Int>.cumulativeSum(): Iterable<Int> = cumulative(0) { elemen
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@JvmName("cumulativeSumOfLong")
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public fun Iterable<Long>.cumulativeSum(): Iterable<Long> = cumulative(0L) { element, sum -> sum + element }
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public fun <T> Sequence<T>.cumulativeSum(space: Group<T>): Sequence<T> =
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space { cumulative(zero) { element: T, sum: T -> sum + element } }
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public fun <T> Sequence<T>.cumulativeSum(group: Group<T>): Sequence<T> =
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group { cumulative(zero) { element: T, sum: T -> sum + element } }
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@JvmName("cumulativeSumOfDouble")
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public fun Sequence<Double>.cumulativeSum(): Sequence<Double> = cumulative(0.0) { element, sum -> sum + element }
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@ -61,8 +61,8 @@ public fun Sequence<Int>.cumulativeSum(): Sequence<Int> = cumulative(0) { elemen
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@JvmName("cumulativeSumOfLong")
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public fun Sequence<Long>.cumulativeSum(): Sequence<Long> = cumulative(0L) { element, sum -> sum + element }
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public fun <T> List<T>.cumulativeSum(space: Group<T>): List<T> =
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space { cumulative(zero) { element: T, sum: T -> sum + element } }
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public fun <T> List<T>.cumulativeSum(group: Group<T>): List<T> =
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group { cumulative(zero) { element: T, sum: T -> sum + element } }
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@JvmName("cumulativeSumOfDouble")
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public fun List<Double>.cumulativeSum(): List<Double> = cumulative(0.0) { element, sum -> sum + element }
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@ -49,19 +49,19 @@ public fun <T : Comparable<T>> Group<T>.abs(value: T): T = if (value > zero) val
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* Returns the sum of all elements in the iterable in provided space.
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*
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* @receiver the collection to sum up.
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* @param space the algebra that provides addition.
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* @param group the algebra that provides addition.
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* @return the sum.
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*/
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public fun <T> Iterable<T>.sumWith(space: Group<T>): T = space.sum(this)
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public fun <T> Iterable<T>.sumWith(group: Group<T>): T = group.sum(this)
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/**
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* Returns the sum of all elements in the sequence in provided space.
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*
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* @receiver the collection to sum up.
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* @param space the algebra that provides addition.
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* @param group the algebra that provides addition.
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* @return the sum.
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*/
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public fun <T> Sequence<T>.sumWith(space: Group<T>): T = space.sum(this)
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public fun <T> Sequence<T>.sumWith(group: Group<T>): T = group.sum(this)
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/**
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* Returns an average value of elements in the iterable in this [Group].
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@ -71,7 +71,7 @@ public fun <T> Sequence<T>.sumWith(space: Group<T>): T = space.sum(this)
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* @return the average value.
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* @author Iaroslav Postovalov
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*/
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public fun <T, S> Iterable<T>.averageWith(space: S): T where S : Group<T>, S : ScaleOperations<T> =
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public fun <T, S> Iterable<T>.averageWith(space: S): T where S : Group<T>, S : ScaleOperations<T> =
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space.average(this)
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/**
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@ -82,7 +82,7 @@ public fun <T, S> Iterable<T>.averageWith(space: S): T where S : Group<T>, S :
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* @return the average value.
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* @author Iaroslav Postovalov
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*/
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public fun <T, S> Sequence<T>.averageWith(space: S): T where S : Group<T>, S : ScaleOperations<T> =
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public fun <T, S> Sequence<T>.averageWith(space: S): T where S : Group<T>, S : ScaleOperations<T> =
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space.average(this)
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//TODO optimized power operation
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@ -14,7 +14,7 @@ public fun <T> Flow<T>.cumulativeSum(group: GroupOperations<T>): Flow<T> =
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group { runningReduce { sum, element -> sum + element } }
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@ExperimentalCoroutinesApi
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public fun <T, S> Flow<T>.mean(algebra: S): Flow<T> where S : Group<T>, S : ScaleOperations<T> = algebra {
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public fun <T, S> Flow<T>.mean(space: S): Flow<T> where S : Group<T>, S : ScaleOperations<T> = space {
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data class Accumulator(var sum: T, var num: Int)
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scan(Accumulator(zero, 0)) { sum, element ->
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@ -11,7 +11,8 @@ import space.kscience.kmath.operations.RealField
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public interface Counter<T : Any> {
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public fun add(delta: T)
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public val value: T
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public companion object{
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public companion object {
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public fun real(): ObjectCounter<Double> = ObjectCounter(RealField)
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}
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}
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@ -36,11 +37,11 @@ public class LongCounter : Counter<Long> {
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override val value: Long get() = innerValue.value
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}
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public class ObjectCounter<T : Any>(public val space: Group<T>) : Counter<T> {
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private val innerValue = atomic(space.zero)
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public class ObjectCounter<T : Any>(public val group: Group<T>) : Counter<T> {
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private val innerValue = atomic(group.zero)
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override fun add(delta: T) {
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innerValue.getAndUpdate { space.run { it + delta } }
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innerValue.getAndUpdate { group.run { it + delta } }
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}
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override val value: T get() = innerValue.value
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@ -66,16 +66,16 @@ public fun <T, I, R> ComposableStatistic<T, I, R>.flow(
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* Arithmetic mean
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*/
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public class Mean<T>(
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private val space: Group<T>,
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private val group: Group<T>,
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private val division: (sum: T, count: Int) -> T,
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) : ComposableStatistic<T, Pair<T, Int>, T> {
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public override suspend fun computeIntermediate(data: Buffer<T>): Pair<T, Int> =
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space { sum(data.asIterable()) } to data.size
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group { sum(data.asIterable()) } to data.size
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public override suspend fun composeIntermediate(first: Pair<T, Int>, second: Pair<T, Int>): Pair<T, Int> =
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space { first.first + second.first } to (first.second + second.second)
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group { first.first + second.first } to (first.second + second.second)
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public override suspend fun toResult(intermediate: Pair<T, Int>): T = space {
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public override suspend fun toResult(intermediate: Pair<T, Int>): T = group {
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division(intermediate.first, intermediate.second)
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}
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