bbgo/pkg/indicator/v2/atr_test.go

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package indicatorv2
import (
"encoding/json"
"math"
"testing"
"git.qtrade.icu/lychiyu/bbgo/pkg/fixedpoint"
"git.qtrade.icu/lychiyu/bbgo/pkg/types"
)
/*
python
import pandas as pd
import pandas_ta as ta
data = {
"high": [40145.0, 40186.36, 40196.39, 40344.6, 40245.48, 40273.24, 40464.0, 40699.0, 40627.48, 40436.31, 40370.0, 40376.8, 40227.03, 40056.52, 39721.7, 39597.94, 39750.15, 39927.0, 40289.02, 40189.0],
"low": [39870.71, 39834.98, 39866.31, 40108.31, 40016.09, 40094.66, 40105.0, 40196.48, 40154.99, 39800.0, 39959.21, 39922.98, 39940.02, 39632.0, 39261.39, 39254.63, 39473.91, 39555.51, 39819.0, 40006.84],
"close": [40105.78, 39935.23, 40183.97, 40182.03, 40212.26, 40149.99, 40378.0, 40618.37, 40401.03, 39990.39, 40179.13, 40097.23, 40014.72, 39667.85, 39303.1, 39519.99,
39693.79, 39827.96, 40074.94, 40059.84]
}
high = pd.Series(data['high'])
low = pd.Series(data['low'])
close = pd.Series(data['close'])
result = ta.atr(high, low, close, length=14)
print(result)
*/
func Test_ATR2(t *testing.T) {
var bytes = []byte(`{
"high": [40145.0, 40186.36, 40196.39, 40344.6, 40245.48, 40273.24, 40464.0, 40699.0, 40627.48, 40436.31, 40370.0, 40376.8, 40227.03, 40056.52, 39721.7, 39597.94, 39750.15, 39927.0, 40289.02, 40189.0],
"low": [39870.71, 39834.98, 39866.31, 40108.31, 40016.09, 40094.66, 40105.0, 40196.48, 40154.99, 39800.0, 39959.21, 39922.98, 39940.02, 39632.0, 39261.39, 39254.63, 39473.91, 39555.51, 39819.0, 40006.84],
"close": [40105.78, 39935.23, 40183.97, 40182.03, 40212.26, 40149.99, 40378.0, 40618.37, 40401.03, 39990.39, 40179.13, 40097.23, 40014.72, 39667.85, 39303.1, 39519.99, 39693.79, 39827.96, 40074.94, 40059.84]
}`)
var buildKLines = func(bytes []byte) (kLines []types.KLine) {
var prices map[string][]fixedpoint.Value
_ = json.Unmarshal(bytes, &prices)
for i, h := range prices["high"] {
kLine := types.KLine{High: h, Low: prices["low"][i], Close: prices["close"][i]}
kLines = append(kLines, kLine)
}
return kLines
}
tests := []struct {
name string
kLines []types.KLine
window int
want float64
}{
{
name: "test_binance_btcusdt_1h",
kLines: buildKLines(bytes),
window: 14,
want: 367.913903,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
stream := &types.StandardStream{}
kLines := KLines(stream, "", "")
atr := ATR2(kLines, tt.window)
for _, k := range tt.kLines {
stream.EmitKLineClosed(k)
}
got := atr.Last(0)
diff := math.Trunc((got-tt.want)*100) / 100
if diff != 0 {
t.Errorf("ATR2() = %v, want %v", got, tt.want)
}
})
}
}