package functions

import (
	"gitee.com/quant1x/gox/num/partial"
	"math"
	"slices"
)

func Mean_AVX2_F64(x []float64) float64 {
	return Sum_AVX2_F64(x) / float64(len(x))
}

func Mean_AVX2_F32(x []float32) float32 {
	return Sum_AVX2_F32(x) / float32(len(x))
}

func Median_AVX2_F64(x []float64) float64 {
	if len(x)%2 == 1 {
		x = slices.Clone(x)
		i := len(x) / 2
		partial.TopK(x, i+1)
		return x[i]
	}
	return Quantile_AVX2_F64(x, 0.5)
}

func Median_AVX2_F32(x []float32) float32 {
	if len(x)%2 == 1 {
		x = slices.Clone(x)
		i := len(x) / 2
		partial.TopK(x, i+1)
		return x[i]
	}
	return Quantile_AVX2_F32(x, 0.5)
}

func Quantile_AVX2_F64(x []float64, q float64) float64 {
	if len(x) == 1 {
		return x[0]
	}
	if q == 0 {
		return Min_AVX2_F64(x)
	}
	if q == 1 {
		return Max_AVX2_F64(x)
	}
	x = slices.Clone(x)
	f := float64(len(x)-1) * q
	i := int(math.Floor(f))
	if q < 0.5 {
		partial.TopK(x, i+2)
		a := Max_AVX2_F64(x[:i+1])
		b := x[i+1]
		return a + (b-a)*(f-float64(i))
	} else {
		partial.TopK(x, i+1)
		a := x[i]
		b := Min_AVX2_F64(x[i+1:])
		return a + (b-a)*(f-float64(i))
	}
}

func Quantile_AVX2_F32(x []float32, q float32) float32 {
	if len(x) == 1 {
		return x[0]
	}
	if q == 0 {
		return Min_AVX2_F32(x)
	}
	if q == 1 {
		return Max_AVX2_F32(x)
	}
	x = slices.Clone(x)
	f := float32(len(x)-1) * q
	i := int(math.Floor(float64(f)))
	if q < 0.5 {
		partial.TopK(x, i+2)
		a := Max_AVX2_F32(x[:i+1])
		b := x[i+1]
		return a + (b-a)*(f-float32(i))
	} else {
		partial.TopK(x, i+1)
		a := x[i]
		b := Min_AVX2_F32(x[i+1:])
		return a + (b-a)*(f-float32(i))
	}
}