package xmaker import ( "context" "time" "github.com/prometheus/client_golang/prometheus" "github.com/c9s/bbgo/pkg/bbgo" "github.com/c9s/bbgo/pkg/fixedpoint" "github.com/c9s/bbgo/pkg/types" ) var tradeVolumeWindowSignalMetrics = prometheus.NewGaugeVec( prometheus.GaugeOpts{ Name: "xmaker_trade_volume_window_signal", Help: "", }, []string{"symbol"}) func init() { prometheus.MustRegister(tradeVolumeWindowSignalMetrics) } type TradeVolumeWindowSignal struct { Threshold fixedpoint.Value `json:"threshold"` Window types.Duration `json:"window"` trades []types.Trade symbol string } func (s *TradeVolumeWindowSignal) handleTrade(trade types.Trade) { s.trades = append(s.trades, trade) } func (s *TradeVolumeWindowSignal) Bind(ctx context.Context, session *bbgo.ExchangeSession, symbol string) error { s.symbol = symbol if s.Window == 0 { s.Window = types.Duration(time.Minute) } if s.Threshold.IsZero() { s.Threshold = fixedpoint.NewFromFloat(0.7) } session.MarketDataStream.OnMarketTrade(s.handleTrade) return nil } func (s *TradeVolumeWindowSignal) filterTrades(now time.Time) []types.Trade { startTime := now.Add(-time.Duration(s.Window)) startIdx := 0 for idx, td := range s.trades { // skip trades before the start time if td.Time.Before(startTime) { continue } startIdx = idx break } s.trades = s.trades[startIdx:] return s.trades } func (s *TradeVolumeWindowSignal) calculateTradeVolume(trades []types.Trade) (buyVolume, sellVolume float64) { for _, td := range trades { if td.IsBuyer { buyVolume += td.Quantity.Float64() } else { sellVolume += td.Quantity.Float64() } } return buyVolume, sellVolume } func (s *TradeVolumeWindowSignal) CalculateSignal(ctx context.Context) (float64, error) { now := time.Now() trades := s.filterTrades(now) buyVolume, sellVolume := s.calculateTradeVolume(trades) totalVolume := buyVolume + sellVolume threshold := s.Threshold.Float64() buyRatio := buyVolume / totalVolume sellRatio := sellVolume / totalVolume sig := 0.0 if buyRatio > threshold { sig = (buyRatio - threshold) / 2.0 } else if sellRatio > threshold { sig = -(sellRatio - threshold) / 2.0 } log.Infof("[TradeVolumeWindowSignal] sig: %f buy/sell = %f/%f", sig, buyVolume, sellVolume) tradeVolumeWindowSignalMetrics.WithLabelValues(s.symbol).Set(sig) return sig, nil }