bbgo_origin/pkg/datasource/csvsource/tick_downloader.go

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2023-11-02 17:03:16 +00:00
package csvsource
import (
"archive/zip"
"bytes"
"compress/gzip"
"errors"
"fmt"
"io"
"net/http"
"os"
"path/filepath"
"strings"
"time"
log "github.com/sirupsen/logrus"
"github.com/c9s/bbgo/pkg/exchange/kucoin"
"github.com/c9s/bbgo/pkg/types"
)
type MarketType string
type DataType string
const (
SPOT MarketType = "spot"
FUTURES MarketType = "futures"
TRADES DataType = "trades"
AGGTRADES DataType = "aggTrades"
// todo could be extended to:
// LEVEL2 = 2
// https://data.binance.vision/data/futures/um/daily/bookTicker/ADAUSDT/ADAUSDT-bookTicker-2023-11-19.zip
// update_id best_bid_price best_bid_qty best_ask_price best_ask_qty transaction_time event_time
// 3.52214E+12 0.3772 1632 0.3773 67521 1.70035E+12 1.70035E+12
// METRICS = 3
// https://data.binance.vision/data/futures/um/daily/metrics/ADAUSDT/ADAUSDT-metrics-2023-11-19.zip
// create_time symbol sum_open_interest sum_open_interest_value count_toptrader_long_short_ratio sum_toptrader_long_short_ratio count_long_short_ratio sum_taker_long_short_vol_ratio
// 19/11/2023 00:00 ADAUSDT 141979878.00000000 53563193.89339590 2.33412322 1.21401178 2.46604727 0.55265805
// KLINES DataType = 4
// https://public.bybit.com/kline_for_metatrader4/BNBUSDT/2021/BNBUSDT_15_2021-07-01_2021-07-31.csv.gz
// only few symbols but supported interval options 1m/ 5m/ 15m/ 30m/ 60m/ and only monthly
// https://data.binance.vision/data/futures/um/daily/klines/1INCHBTC/30m/1INCHBTC-30m-2023-11-18.zip
// supported interval options 1s/ 1m/ 3m/ 5m/ 15m/ 30m/ 1h/ 2h/ 4h/ 6h/ 8h/ 12h/ 1d/ daily or monthly futures
// this might be useful for backtesting against mark or index price
// especially index price can be used across exchanges
// https://data.binance.vision/data/futures/um/daily/indexPriceKlines/ADAUSDT/1h/ADAUSDT-1h-2023-11-19.zip
// https://data.binance.vision/data/futures/um/daily/markPriceKlines/ADAUSDT/1h/ADAUSDT-1h-2023-11-19.zip
// OKex or Bybit do not support direct kLine, metrics or level2 csv download
)
func Download(
path, symbol string,
exchange types.ExchangeName,
market MarketType,
granularity DataType,
since, until time.Time,
) (err error) {
for {
var (
fileName = fmt.Sprintf("%s-%s.csv", symbol, since.Format("2006-01-02"))
)
if fileExists(filepath.Join(path, fileName)) {
since = since.AddDate(0, 0, 1)
continue
}
var url, err = buildURL(exchange, symbol, market, granularity, fileName, since)
if err != nil {
log.Error(err)
break
}
log.Info("fetching ", url)
csvContent, err := readCSVFromUrl(exchange, url)
if err != nil {
log.Error(err)
break
}
err = write(csvContent, fmt.Sprintf("%s/%s", path, granularity), fileName)
if err != nil {
log.Error(err)
break
}
since = since.AddDate(0, 0, 1)
if since.After(until) {
break
}
}
return err
}
func buildURL(
exchange types.ExchangeName,
symbol string,
market MarketType,
granularity DataType,
fileName string,
start time.Time,
) (url string, err error) {
switch exchange {
case types.ExchangeBybit:
// bybit doesn't seem to differentiate between spot and futures market or trade type in their csv dumps ;(
url = fmt.Sprintf("https://public.bybit.com/trading/%s/%s%s.csv.gz",
symbol,
symbol,
start.Format("2006-01-02"),
)
case types.ExchangeBinance:
marketType := "spot"
if market == FUTURES {
marketType = "futures/um"
}
dataType := "aggTrades"
if granularity == TRADES {
dataType = "trades"
}
url = fmt.Sprintf("https://data.binance.vision/data/%s/daily/%s/%s/%s-%s-%s.zip",
marketType,
dataType,
symbol,
symbol,
dataType,
start.Format("2006-01-02"))
case types.ExchangeOKEx:
// todo temporary find a better solution ?!
coins := strings.Split(kucoin.ToLocalSymbol(symbol), "-")
if len(coins) == 0 {
err = fmt.Errorf("%s not supported yet for OKEx.. care to fix it? PR's welcome ;)", symbol)
return
}
baseCoin := coins[0]
quoteCoin := coins[1]
marketType := "" // for spot market
if market == FUTURES {
marketType = "-SWAP"
}
dataType := "aggtrades"
if granularity == TRADES {
dataType = "trades"
}
url = fmt.Sprintf("https://static.okx.com/cdn/okex/traderecords/%s/daily/%s/%s-%s%s-%s-%s.zip",
dataType,
start.Format("20060102"),
baseCoin,
quoteCoin,
marketType,
dataType,
start.Format("2006-01-02"))
default:
err = fmt.Errorf("%s not supported yet as csv data source.. care to fix it? PR's welcome ;)", exchange.String())
}
return url, err
}
func readCSVFromUrl(exchange types.ExchangeName, url string) (csvContent []byte, err error) {
resp, err := http.Get(url)
if err != nil {
return nil, fmt.Errorf("http get error, url %s: %w", url, err)
}
defer resp.Body.Close()
body, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("unable to read response: %w", err)
}
switch exchange {
case types.ExchangeBybit:
csvContent, err = gunzip(body)
if err != nil {
return nil, fmt.Errorf("gunzip data %s: %w", exchange, err)
}
case types.ExchangeBinance:
csvContent, err = unzip(body)
if err != nil {
return nil, fmt.Errorf("unzip data %s: %w", exchange, err)
}
case types.ExchangeOKEx:
csvContent, err = unzip(body)
if err != nil {
return nil, fmt.Errorf("unzip data %s: %w", exchange, err)
}
}
return csvContent, nil
}
func write(content []byte, path, fileName string) error {
if _, err := os.Stat(path); errors.Is(err, os.ErrNotExist) {
err := os.MkdirAll(path, os.ModePerm)
if err != nil {
return fmt.Errorf("mkdir %s: %w", path, err)
}
}
dest := filepath.Join(path, fileName)
err := os.WriteFile(dest, content, 0666)
if err != nil {
return fmt.Errorf("write %s: %w", dest, err)
}
return nil
}
func unzip(data []byte) (resData []byte, err error) {
zipReader, err := zip.NewReader(bytes.NewReader(data), int64(len(data)))
if err != nil {
log.Error(err)
}
if zipReader == nil || len(zipReader.File) == 0 {
return nil, errors.New("no data to unzip")
}
// Read all the files from zip archive
for _, zipFile := range zipReader.File {
resData, err = readZipFile(zipFile)
if err != nil {
log.Error(err)
break
}
}
return
}
func readZipFile(zf *zip.File) ([]byte, error) {
f, err := zf.Open()
if err != nil {
return nil, err
}
defer f.Close()
return io.ReadAll(f)
}
func gunzip(data []byte) (resData []byte, err error) {
b := bytes.NewBuffer(data)
var r io.Reader
r, err = gzip.NewReader(b)
if err != nil {
return
}
var resB bytes.Buffer
_, err = resB.ReadFrom(r)
if err != nil {
return
}
resData = resB.Bytes()
return
}
func fileExists(fileName string) bool {
info, err := os.Stat(fileName)
if os.IsNotExist(err) {
return false
}
return !info.IsDir()
}