bbgo_origin/pkg/util/math.go

124 lines
2.0 KiB
Go

package util
import (
"math"
"sort"
"strconv"
"github.com/c9s/bbgo/pkg/fixedpoint"
)
const MaxDigits = 18 // MAX_INT64 ~ 9 * 10^18
var Pow10Table = [MaxDigits + 1]int64{
1, 1e1, 1e2, 1e3, 1e4, 1e5, 1e6, 1e7, 1e8, 1e9, 1e10, 1e11, 1e12, 1e13, 1e14, 1e15, 1e16, 1e17, 1e18,
}
func Pow10(n int64) int64 {
if n < 0 || n > MaxDigits {
return 0
}
return Pow10Table[n]
}
func FormatValue(val fixedpoint.Value, prec int) string {
return val.FormatString(prec)
}
func FormatFloat(val float64, prec int) string {
return strconv.FormatFloat(val, 'f', prec, 64)
}
func ParseFloat(s string) (float64, error) {
if len(s) == 0 {
return 0.0, nil
}
return strconv.ParseFloat(s, 64)
}
func MustParseFloat(s string) float64 {
if len(s) == 0 {
return 0.0
}
v, err := strconv.ParseFloat(s, 64)
if err != nil {
panic(err)
}
return v
}
const epsilon = 0.0000001
func Zero(v float64) bool {
return math.Abs(v) < epsilon
}
func NotZero(v float64) bool {
return math.Abs(v) > epsilon
}
func Lower(arr []float64, x float64) []float64 {
sort.Float64s(arr)
var rst []float64
for _, a := range arr {
// filter prices that are Lower than the current closed price
if a > x {
continue
}
rst = append(rst, a)
}
return rst
}
func Higher(arr []float64, x float64) []float64 {
sort.Float64s(arr)
var rst []float64
for _, a := range arr {
// filter prices that are Lower than the current closed price
if a < x {
continue
}
rst = append(rst, a)
}
return rst
}
func Group(arr []float64, minDistance float64) []float64 {
if len(arr) == 0 {
return nil
}
var groups []float64
var grp = []float64{arr[0]}
for _, price := range arr {
avg := Average(grp)
if (price / avg) > (1.0 + minDistance) {
groups = append(groups, avg)
grp = []float64{price}
} else {
grp = append(grp, price)
}
}
if len(grp) > 0 {
groups = append(groups, Average(grp))
}
return groups
}
func Average(arr []float64) float64 {
s := 0.0
for _, a := range arr {
s += a
}
return s / float64(len(arr))
}