bbgo/pkg/indicator/till_test.go

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package indicator
import (
"encoding/json"
"testing"
"github.com/stretchr/testify/assert"
"git.qtrade.icu/lychiyu/bbgo/pkg/fixedpoint"
"git.qtrade.icu/lychiyu/bbgo/pkg/types"
)
/*
python:
import pandas as pd
s = pd.Series([0,1,2,3,4,5,6,7,8,9,0,1,2,3,4,5,6,7,8,9,0,1,2,3,4,5,6,7,8,9,0,1,2,3,4,5,6,7,8,9,0,1,2,3,4,5,6,7,8,9])
ma1 = s.ewm(span=16).mean()
ma2 = ma1.ewm(span=16).mean()
ma3 = ma2.ewm(span=16).mean()
ma4 = ma3.ewm(span=16).mean()
ma5 = ma4.ewm(span=16).mean()
ma6 = ma5.ewm(span=16).mean()
square = 0.7 * 0.7
cube = 0.7 ** 3
c1 = -cube
c2 = 3 * square + 3 * cube
c3 = -6 * square - 3 * 0.7 - 3 * cube
c4 = 1 + 3 * 0.7 + cube + 3 * square
result = (c1 * ma6 + c2 * ma5 + c3 * ma4 + c4 * ma3)
print(result)
*/
func Test_TILL(t *testing.T) {
var Delta = 0.18
var randomPrices = []byte(`[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9]`)
var input []fixedpoint.Value
if err := json.Unmarshal(randomPrices, &input); err != nil {
panic(err)
}
tests := []struct {
name string
kLines []types.KLine
want float64
next float64
all int
}{
{
name: "random_case",
kLines: buildKLines(input),
want: 4.528608,
next: 4.457134,
all: 50,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
till := TILL{IntervalWindow: types.IntervalWindow{Window: 16}}
till.CalculateAndUpdate(tt.kLines)
last := till.Last(0)
assert.InDelta(t, tt.want, last, Delta)
assert.InDelta(t, tt.next, till.Index(1), Delta)
assert.Equal(t, tt.all, till.Length())
})
}
}