package bbgo import ( "fmt" "github.com/adshao/go-binance" "github.com/c9s/bbgo/pkg/bbgo/types" "github.com/c9s/bbgo/pkg/util" "github.com/slack-go/slack" "math" "strconv" ) const epsilon = 0.0000001 func NotZero(v float64) bool { return math.Abs(v) > epsilon } type KLineDetector struct { Name string `json:"name"` Interval string `json:"interval"` // MinMaxPriceChange is the minimal max price change trigger MinMaxPriceChange float64 `json:"minMaxPriceChange"` // MaxMaxPriceChange is the max - max price change trigger MaxMaxPriceChange float64 `json:"maxMaxPriceChange"` EnableMinThickness bool `json:"enableMinThickness"` MinThickness float64 `json:"minThickness"` EnableMaxShadowRatio bool `json:"enableMaxShadowRatio"` MaxShadowRatio float64 `json:"maxShadowRatio"` EnableLookBack bool `json:"enableLookBack"` LookBackFrames int `json:"lookBackFrames"` MinProfitPriceTick float64 `json:"minProfitPriceTick"` DelayMilliseconds int `json:"delayMsec"` Stop bool `json:"stop"` } func (d *KLineDetector) SlackAttachment() slack.Attachment { var name = "Detector " if len(d.Name) > 0 { name += " " + d.Name } name += fmt.Sprintf(" %s", d.Interval) if d.EnableLookBack { name += fmt.Sprintf(" x %d", d.LookBackFrames) } var maxPriceChangeRange = fmt.Sprintf("%.2f ~ NO LIMIT", d.MinMaxPriceChange) if NotZero(d.MaxMaxPriceChange) { maxPriceChangeRange = fmt.Sprintf("%.2f ~ %.2f", d.MinMaxPriceChange, d.MaxMaxPriceChange) } name += " MaxMaxPriceChange " + maxPriceChangeRange var fields = []slack.AttachmentField{ { Title: "Interval", Value: d.Interval, Short: true, }, } if d.EnableMinThickness && NotZero(d.MinThickness) { fields = append(fields, slack.AttachmentField{ Title: "MinThickness", Value: util.FormatFloat(d.MinThickness, 4), Short: true, }) } if d.EnableMaxShadowRatio && NotZero(d.MaxShadowRatio) { fields = append(fields, slack.AttachmentField{ Title: "MaxShadowRatio", Value: util.FormatFloat(d.MaxShadowRatio, 4), Short: true, }) } if d.EnableLookBack { fields = append(fields, slack.AttachmentField{ Title: "LookBackFrames", Value: strconv.Itoa(d.LookBackFrames), Short: true, }) } return slack.Attachment{ Color: "", Fallback: "", ID: 0, Title: name, Pretext: "", Text: "", Fields: fields, Footer: "", FooterIcon: "", Ts: "", } } func (d *KLineDetector) String() string { var name = fmt.Sprintf("Detector %s (%f < x < %f)", d.Interval, d.MinMaxPriceChange, d.MaxMaxPriceChange) if d.EnableMinThickness { name += fmt.Sprintf(" [MinThickness: %f]", d.MinThickness) } if d.EnableLookBack { name += fmt.Sprintf(" [LookBack: %d]", d.LookBackFrames) } if d.EnableMaxShadowRatio { name += fmt.Sprintf(" [MaxShadowRatio: %f]", d.MaxShadowRatio) } return name } func (d *KLineDetector) NewOrder(e *KLineEvent, tradingCtx *TradingContext) *Order { var kline types.KLineOrWindow = e.KLine if d.EnableLookBack { klineWindow := tradingCtx.KLineWindows[e.KLine.Interval] if len(klineWindow) >= d.LookBackFrames { kline = klineWindow.Tail(d.LookBackFrames) } } var trend = kline.GetTrend() var side binance.SideType if trend < 0 { side = binance.SideTypeBuy } else if trend > 0 { side = binance.SideTypeSell } var volume = tradingCtx.Market.FormatVolume(VolumeByPriceChange(tradingCtx.Market, kline.GetClose(), kline.GetChange(), side)) return &Order{ Symbol: e.KLine.Symbol, Type: binance.OrderTypeMarket, Side: side, VolumeStr: volume, } } func (d *KLineDetector) Detect(e *KLineEvent, tradingCtx *TradingContext) (reason string, kline types.KLineOrWindow, ok bool) { kline = e.KLine // if the 3m trend is drop, do not buy, let 5m window handle it. if d.EnableLookBack { klineWindow := tradingCtx.KLineWindows[e.KLine.Interval] if len(klineWindow) >= d.LookBackFrames { kline = klineWindow.Tail(d.LookBackFrames) } /* if lookbackKline.AllDrop() { trader.Infof("1m window all drop down (%d frames), do not buy: %+v", d.LookBackFrames, klineWindow) } else if lookbackKline.AllRise() { trader.Infof("1m window all rise up (%d frames), do not sell: %+v", d.LookBackFrames, klineWindow) } */ } var maxChange = math.Abs(kline.GetMaxChange()) if maxChange < d.MinMaxPriceChange { return "", kline, false } if NotZero(d.MaxMaxPriceChange) && maxChange > d.MaxMaxPriceChange { return fmt.Sprintf("exceeded max price change %.4f > %.4f", maxChange, d.MaxMaxPriceChange), kline, false } if d.EnableMinThickness { if kline.GetThickness() < d.MinThickness { return fmt.Sprintf("kline too thin. %.4f < min kline thickness %.4f", kline.GetThickness(), d.MinThickness), kline, false } } var trend = kline.GetTrend() if d.EnableMaxShadowRatio { if trend > 0 { if kline.GetUpperShadowRatio() > d.MaxShadowRatio { return fmt.Sprintf("kline upper shadow ratio too high. %.4f > %.4f (MaxShadowRatio)", kline.GetUpperShadowRatio(), d.MaxShadowRatio), kline, false } } else if trend < 0 { if kline.GetLowerShadowRatio() > d.MaxShadowRatio { return fmt.Sprintf("kline lower shadow ratio too high. %.4f > %.4f (MaxShadowRatio)", kline.GetLowerShadowRatio(), d.MaxShadowRatio), kline, false } } } if trend > 0 && kline.BounceUp() { // trend up, ignore bounce up return fmt.Sprintf("bounce up, do not sell, kline mid: %.4f", kline.Mid()), kline, false } else if trend < 0 && kline.BounceDown() { // trend down, ignore bounce down return fmt.Sprintf("bounce down, do not buy, kline mid: %.4f", kline.Mid()), kline, false } if NotZero(d.MinProfitPriceTick) { // do not buy too early if it's greater than the average bid price + min profit tick if trend < 0 && kline.GetClose() > (tradingCtx.AverageBidPrice-d.MinProfitPriceTick) { return fmt.Sprintf("price %f is greater than the average price + min profit tick %f", kline.GetClose(), tradingCtx.AverageBidPrice - d.MinProfitPriceTick), kline, false } // do not sell too early if it's less than the average bid price + min profit tick if trend > 0 && kline.GetClose() < (tradingCtx.AverageBidPrice+d.MinProfitPriceTick) { return fmt.Sprintf("price %f is less than the average price + min profit tick %f", kline.GetClose(), tradingCtx.AverageBidPrice + d.MinProfitPriceTick), kline, false } } /* if toPrice(kline.GetClose()) == toPrice(kline.GetLow()) { return fmt.Sprintf("close near the lowest price, the price might continue to drop."), false } */ return "", kline, true }