add kline dumper

This commit is contained in:
c9s 2022-05-09 18:03:03 +08:00
parent 6f16f32e16
commit 234932bc0c
No known key found for this signature in database
GPG Key ID: 7385E7E464CB0A54
4 changed files with 165 additions and 2 deletions

108
pkg/backtest/dumper.go Normal file
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@ -0,0 +1,108 @@
package backtest
import (
"encoding/csv"
"fmt"
"os"
"path/filepath"
"strconv"
"time"
"go.uber.org/multierr"
"github.com/c9s/bbgo/pkg/types"
)
const DateFormat = "2006-01-02T15:04"
type symbolInterval struct {
Symbol string
Interval types.Interval
}
// KLineDumper dumps the received kline data into a folder for the backtest report to load the charts.
type KLineDumper struct {
OutputDirectory string
files map[symbolInterval]*os.File
writers map[symbolInterval]*csv.Writer
filenames map[symbolInterval]string
}
func NewKLineDumper(outputDirectory string) *KLineDumper {
return &KLineDumper{
OutputDirectory: outputDirectory,
files: make(map[symbolInterval]*os.File),
writers: make(map[symbolInterval]*csv.Writer),
filenames: make(map[symbolInterval]string),
}
}
func (d *KLineDumper) Filenames() map[symbolInterval]string {
return d.filenames
}
func (d *KLineDumper) formatFileName(symbol string, interval types.Interval) string {
return filepath.Join(d.OutputDirectory, fmt.Sprintf("%s-%s.csv",
symbol,
interval))
}
var csvHeader = []string{"date", "startTime", "endTime", "interval", "open", "high", "low", "close", "volume"}
func (d *KLineDumper) encode(k types.KLine) []string {
return []string{
time.Time(k.StartTime).Format(time.ANSIC), // ANSIC date - for javascript to parse (this works with Date.parse(date_str)
strconv.FormatInt(k.StartTime.Unix(), 10),
strconv.FormatInt(k.EndTime.Unix(), 10),
k.Interval.String(),
k.Open.String(),
k.High.String(),
k.Low.String(),
k.Close.String(),
k.Volume.String(),
}
}
func (d *KLineDumper) Record(k types.KLine) error {
si := symbolInterval{Symbol: k.Symbol, Interval: k.Interval}
w, ok := d.writers[si]
if !ok {
filename := d.formatFileName(k.Symbol, k.Interval)
f2, err := os.Create(filename)
if err != nil {
return err
}
w = csv.NewWriter(f2)
d.files[si] = f2
d.writers[si] = w
d.filenames[si] = filename
if err := w.Write(csvHeader); err != nil {
return err
}
}
if err := w.Write(d.encode(k)); err != nil {
return err
}
return nil
}
func (d *KLineDumper) Close() error {
for _, w := range d.writers {
w.Flush()
}
var err error = nil
for _, f := range d.files {
err2 := f.Close()
if err2 != nil {
err = multierr.Append(err, err2)
}
}
return err
}

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@ -0,0 +1,54 @@
package backtest
import (
"encoding/csv"
"os"
"testing"
"time"
"github.com/stretchr/testify/assert"
"github.com/c9s/bbgo/pkg/fixedpoint"
"github.com/c9s/bbgo/pkg/types"
)
func TestKLineDumper(t *testing.T) {
tempDir := os.TempDir()
_ = os.Mkdir(tempDir, 0755)
dumper := NewKLineDumper(tempDir)
t1 := time.Now()
err := dumper.Record(types.KLine{
Exchange: types.ExchangeBinance,
Symbol: "BTCUSDT",
StartTime: types.Time(t1),
EndTime: types.Time(t1.Add(time.Minute)),
Interval: types.Interval1m,
Open: fixedpoint.NewFromFloat(1000.0),
High: fixedpoint.NewFromFloat(2000.0),
Low: fixedpoint.NewFromFloat(3000.0),
Close: fixedpoint.NewFromFloat(4000.0),
Volume: fixedpoint.NewFromFloat(5000.0),
QuoteVolume: fixedpoint.NewFromFloat(6000.0),
NumberOfTrades: 10,
Closed: true,
})
assert.NoError(t, err)
err = dumper.Close()
assert.NoError(t, err)
filenames := dumper.Filenames()
assert.NotEmpty(t, filenames)
for _, filename := range filenames {
f, err := os.Open(filename)
if assert.NoError(t, err) {
reader := csv.NewReader(f)
records, err2 := reader.Read()
if assert.NoError(t, err2) {
assert.NotEmptyf(t, records, "%v", records)
}
}
}
}

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@ -6,7 +6,7 @@ import (
"github.com/c9s/bbgo/pkg/types"
)
type BackTestReport struct {
type Report struct {
Symbol string `json:"symbol,omitempty"`
LastPrice fixedpoint.Value `json:"lastPrice,omitempty"`
StartPrice fixedpoint.Value `json:"startPrice,omitempty"`
@ -14,3 +14,4 @@ type BackTestReport struct {
InitialBalances types.BalanceMap `json:"initialBalances,omitempty"`
FinalBalances types.BalanceMap `json:"finalBalances,omitempty"`
}

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@ -416,7 +416,7 @@ var BacktestCmd = &cobra.Command{
finalBalances.Print()
if jsonOutputEnabled {
result := backtest.BackTestReport{
result := backtest.Report{
Symbol: symbol,
LastPrice: lastPrice,
StartPrice: startPrice,