package xmaker import ( "context" "math" "github.com/pkg/errors" "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 depthRatioSignalMetrics = prometheus.NewGaugeVec( prometheus.GaugeOpts{ Name: "xmaker_depth_ratio_signal", Help: "", }, []string{"symbol"}) func init() { prometheus.MustRegister(depthRatioSignalMetrics) } type DepthRatioSignal struct { // PriceRange, 2% depth ratio means 2% price range from the mid price PriceRange fixedpoint.Value `json:"priceRange"` MinRatio float64 `json:"minRatio"` symbol string book *types.StreamOrderBook } func (s *DepthRatioSignal) SetStreamBook(book *types.StreamOrderBook) { s.book = book } func (s *DepthRatioSignal) Bind(ctx context.Context, session *bbgo.ExchangeSession, symbol string) error { if s.book == nil { return errors.New("s.book can not be nil") } s.symbol = symbol depthRatioSignalMetrics.WithLabelValues(s.symbol).Set(0.0) return nil } func (s *DepthRatioSignal) CalculateSignal(ctx context.Context) (float64, error) { bid, ask, ok := s.book.BestBidAndAsk() if !ok { return 0.0, nil } midPrice := bid.Price.Add(ask.Price).Div(fixedpoint.Two) asks := s.book.SideBook(types.SideTypeSell) bids := s.book.SideBook(types.SideTypeBuy) asksInRange := asks.InPriceRange(midPrice, types.SideTypeSell, s.PriceRange) bidsInRange := bids.InPriceRange(midPrice, types.SideTypeBuy, s.PriceRange) askDepthQuote := asksInRange.SumDepthInQuote() bidDepthQuote := bidsInRange.SumDepthInQuote() var signal = 0.0 depthRatio := bidDepthQuote.Div(askDepthQuote.Add(bidDepthQuote)) // convert ratio into -2.0 and 2.0 signal = depthRatio.Sub(fixedpoint.NewFromFloat(0.5)).Float64() * 4.0 // ignore noise if math.Abs(signal) < s.MinRatio { signal = 0.0 } log.Infof("[DepthRatioSignal] %f bid/ask = %f/%f", signal, bidDepthQuote.Float64(), askDepthQuote.Float64()) depthRatioSignalMetrics.WithLabelValues(s.symbol).Set(signal) return signal, nil }