693 lines
16 KiB
Go
693 lines
16 KiB
Go
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package types
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import (
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"fmt"
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"time"
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"github.com/slack-go/slack"
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"git.qtrade.icu/lychiyu/bbgo/pkg/fixedpoint"
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"git.qtrade.icu/lychiyu/bbgo/pkg/style"
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)
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var Two = fixedpoint.NewFromInt(2)
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var Three = fixedpoint.NewFromInt(3)
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type Direction int
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const DirectionUp = 1
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const DirectionNone = 0
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const DirectionDown = -1
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type KLineOrWindow interface {
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GetInterval() string
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Direction() Direction
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GetChange() fixedpoint.Value
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GetMaxChange() fixedpoint.Value
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GetThickness() fixedpoint.Value
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Mid() fixedpoint.Value
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GetOpen() fixedpoint.Value
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GetClose() fixedpoint.Value
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GetHigh() fixedpoint.Value
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GetLow() fixedpoint.Value
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BounceUp() bool
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BounceDown() bool
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GetUpperShadowRatio() fixedpoint.Value
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GetLowerShadowRatio() fixedpoint.Value
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SlackAttachment() slack.Attachment
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}
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type KLineQueryOptions struct {
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Limit int
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StartTime *time.Time
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EndTime *time.Time
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}
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// KLine uses binance's kline as the standard structure
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type KLine struct {
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GID uint64 `json:"gid" db:"gid"`
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Exchange ExchangeName `json:"exchange" db:"exchange"`
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Symbol string `json:"symbol" db:"symbol"`
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StartTime Time `json:"startTime" db:"start_time"`
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// EndTime follows the binance rule, to avoid endTime overlapping with the next startTime. So if your end time (2023-01-01 01:00:00)
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// are overlapping with next start time interval (2023-01-01 01:00:00), you should subtract -1 time.millisecond on EndTime.
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EndTime Time `json:"endTime" db:"end_time"`
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Interval Interval `json:"interval" db:"interval"`
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Open fixedpoint.Value `json:"open" db:"open"`
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Close fixedpoint.Value `json:"close" db:"close"`
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High fixedpoint.Value `json:"high" db:"high"`
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Low fixedpoint.Value `json:"low" db:"low"`
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Volume fixedpoint.Value `json:"volume" db:"volume"`
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QuoteVolume fixedpoint.Value `json:"quoteVolume" db:"quote_volume"`
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TakerBuyBaseAssetVolume fixedpoint.Value `json:"takerBuyBaseAssetVolume" db:"taker_buy_base_volume"`
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TakerBuyQuoteAssetVolume fixedpoint.Value `json:"takerBuyQuoteAssetVolume" db:"taker_buy_quote_volume"`
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LastTradeID uint64 `json:"lastTradeID" db:"last_trade_id"`
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NumberOfTrades uint64 `json:"numberOfTrades" db:"num_trades"`
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Closed bool `json:"closed" db:"closed"`
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}
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func (k *KLine) Set(o *KLine) {
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k.GID = o.GID
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k.Exchange = o.Exchange
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k.Symbol = o.Symbol
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k.StartTime = o.StartTime
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k.EndTime = o.EndTime
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k.Interval = o.Interval
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k.Open = o.Open
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k.Close = o.Close
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k.High = o.High
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k.Low = o.Low
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k.Volume = o.Volume
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k.QuoteVolume = o.QuoteVolume
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k.TakerBuyBaseAssetVolume = o.TakerBuyBaseAssetVolume
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k.TakerBuyQuoteAssetVolume = o.TakerBuyQuoteAssetVolume
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k.LastTradeID = o.LastTradeID
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k.NumberOfTrades = o.NumberOfTrades
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k.Closed = o.Closed
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}
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func (k *KLine) Merge(o *KLine) {
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k.EndTime = o.EndTime
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k.Close = o.Close
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k.High = fixedpoint.Max(k.High, o.High)
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k.Low = fixedpoint.Min(k.Low, o.Low)
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k.Volume = k.Volume.Add(o.Volume)
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k.QuoteVolume = k.QuoteVolume.Add(o.QuoteVolume)
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k.TakerBuyBaseAssetVolume = k.TakerBuyBaseAssetVolume.Add(o.TakerBuyBaseAssetVolume)
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k.TakerBuyQuoteAssetVolume = k.TakerBuyQuoteAssetVolume.Add(o.TakerBuyQuoteAssetVolume)
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k.LastTradeID = o.LastTradeID
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k.NumberOfTrades += o.NumberOfTrades
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k.Closed = o.Closed
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}
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func (k *KLine) GetStartTime() Time {
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return k.StartTime
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}
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func (k *KLine) GetEndTime() Time {
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return k.EndTime
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}
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func (k *KLine) GetInterval() Interval {
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return k.Interval
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}
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func (k *KLine) Mid() fixedpoint.Value {
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return k.High.Add(k.Low).Div(Two)
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}
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// green candle with open and close near high price
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func (k *KLine) BounceUp() bool {
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mid := k.Mid()
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trend := k.Direction()
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return trend > 0 && k.Open.Compare(mid) > 0 && k.Close.Compare(mid) > 0
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}
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// red candle with open and close near low price
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func (k *KLine) BounceDown() bool {
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mid := k.Mid()
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trend := k.Direction()
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return trend > 0 && k.Open.Compare(mid) < 0 && k.Close.Compare(mid) < 0
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}
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func (k *KLine) Direction() Direction {
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o := k.GetOpen()
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c := k.GetClose()
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if c.Compare(o) > 0 {
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return DirectionUp
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} else if c.Compare(o) < 0 {
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return DirectionDown
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}
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return DirectionNone
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}
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func (k *KLine) GetHigh() fixedpoint.Value {
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return k.High
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}
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func (k *KLine) GetLow() fixedpoint.Value {
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return k.Low
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}
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func (k *KLine) GetOpen() fixedpoint.Value {
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return k.Open
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}
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func (k *KLine) GetClose() fixedpoint.Value {
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return k.Close
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}
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func (k *KLine) GetMaxChange() fixedpoint.Value {
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return k.GetHigh().Sub(k.GetLow())
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}
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func (k *KLine) GetAmplification() fixedpoint.Value {
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return k.GetMaxChange().Div(k.GetLow())
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}
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// GetThickness returns the thickness of the kline. 1 => thick, 0.1 => thin
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func (k *KLine) GetThickness() fixedpoint.Value {
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out := k.GetChange().Div(k.GetMaxChange())
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if out.Sign() < 0 {
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return out.Neg()
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}
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return out
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}
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func (k *KLine) GetUpperShadowRatio() fixedpoint.Value {
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out := k.GetUpperShadowHeight().Div(k.GetMaxChange())
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if out.Sign() < 0 {
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return out.Neg()
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}
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return out
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}
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func (k *KLine) GetUpperShadowHeight() fixedpoint.Value {
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high := k.GetHigh()
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open := k.GetOpen()
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clos := k.GetClose()
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if open.Compare(clos) > 0 {
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return high.Sub(open)
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}
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return high.Sub(clos)
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}
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func (k *KLine) GetLowerShadowRatio() fixedpoint.Value {
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out := k.GetLowerShadowHeight().Div(k.GetMaxChange())
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if out.Sign() < 0 {
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return out.Neg()
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}
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return out
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}
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func (k *KLine) GetLowerShadowHeight() fixedpoint.Value {
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low := k.Low
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if k.Open.Compare(k.Close) < 0 { // uptrend
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return k.Open.Sub(low)
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}
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// downtrend
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return k.Close.Sub(low)
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}
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// GetBody returns the height of the candle real body
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func (k *KLine) GetBody() fixedpoint.Value {
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return k.GetChange()
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}
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// GetChange returns Close price - Open price.
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func (k *KLine) GetChange() fixedpoint.Value {
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return k.Close.Sub(k.Open)
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}
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func (k *KLine) Color() string {
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if k.Direction() > 0 {
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return style.GreenColor
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} else if k.Direction() < 0 {
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return style.RedColor
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}
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return style.GrayColor
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}
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func (k *KLine) String() string {
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return fmt.Sprintf("%s %s %s %s O: %.4f H: %.4f L: %.4f C: %.4f CHG: %.4f MAXCHG: %.4f V: %.4f QV: %.2f TBBV: %.2f",
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k.Exchange.String(),
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k.StartTime.Time().Format("2006-01-02 15:04"),
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k.Symbol, k.Interval, k.Open.Float64(), k.High.Float64(), k.Low.Float64(), k.Close.Float64(), k.GetChange().Float64(), k.GetMaxChange().Float64(), k.Volume.Float64(), k.QuoteVolume.Float64(), k.TakerBuyBaseAssetVolume.Float64())
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}
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func (k *KLine) PlainText() string {
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return k.String()
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}
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func (k *KLine) SlackAttachment() slack.Attachment {
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return slack.Attachment{
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Text: fmt.Sprintf("*%s* KLine %s", k.Symbol, k.Interval),
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Color: k.Color(),
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Fields: []slack.AttachmentField{
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{Title: "Open", Value: k.Open.FormatString(2), Short: true},
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{Title: "High", Value: k.High.FormatString(2), Short: true},
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{Title: "Low", Value: k.Low.FormatString(2), Short: true},
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{Title: "Close", Value: k.Close.FormatString(2), Short: true},
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{Title: "Mid", Value: k.Mid().FormatString(2), Short: true},
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{Title: "Change", Value: k.GetChange().FormatString(2), Short: true},
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{Title: "Volume", Value: k.Volume.FormatString(2), Short: true},
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{Title: "Taker Buy Base Volume", Value: k.TakerBuyBaseAssetVolume.FormatString(2), Short: true},
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{Title: "Taker Buy Quote Volume", Value: k.TakerBuyQuoteAssetVolume.FormatString(2), Short: true},
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{Title: "Max Change", Value: k.GetMaxChange().FormatString(2), Short: true},
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{
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Title: "Thickness",
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Value: k.GetThickness().FormatString(4),
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Short: true,
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},
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{
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Title: "UpperShadowRatio",
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Value: k.GetUpperShadowRatio().FormatString(4),
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Short: true,
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},
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{
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Title: "LowerShadowRatio",
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Value: k.GetLowerShadowRatio().FormatString(4),
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Short: true,
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},
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},
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Footer: "",
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FooterIcon: "",
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}
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}
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type KLineWindow []KLine
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// ReduceClose reduces the closed prices
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func (k KLineWindow) ReduceClose() fixedpoint.Value {
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s := fixedpoint.Zero
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for _, kline := range k {
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s = s.Add(kline.GetClose())
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}
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return s
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}
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func (k KLineWindow) Len() int {
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return len(k)
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}
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func (k KLineWindow) First() KLine {
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return k[0]
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}
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func (k KLineWindow) Last() KLine {
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return k[len(k)-1]
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}
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func (k KLineWindow) GetInterval() Interval {
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return k.First().Interval
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}
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func (k KLineWindow) GetOpen() fixedpoint.Value {
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first := k.First()
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return first.GetOpen()
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}
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func (k KLineWindow) GetClose() fixedpoint.Value {
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end := len(k) - 1
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return k[end].GetClose()
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}
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func (k KLineWindow) GetHigh() fixedpoint.Value {
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first := k.First()
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high := first.GetHigh()
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for _, line := range k {
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high = fixedpoint.Max(high, line.GetHigh())
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}
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return high
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}
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func (k KLineWindow) GetLow() fixedpoint.Value {
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first := k.First()
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low := first.GetLow()
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for _, line := range k {
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low = fixedpoint.Min(low, line.GetLow())
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}
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return low
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}
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func (k KLineWindow) GetChange() fixedpoint.Value {
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return k.GetClose().Sub(k.GetOpen())
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}
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func (k KLineWindow) GetMaxChange() fixedpoint.Value {
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return k.GetHigh().Sub(k.GetLow())
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}
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func (k KLineWindow) GetAmplification() fixedpoint.Value {
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return k.GetMaxChange().Div(k.GetLow())
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}
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func (k KLineWindow) AllDrop() bool {
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for _, n := range k {
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if n.Direction() >= 0 {
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return false
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}
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}
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return true
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}
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func (k KLineWindow) AllRise() bool {
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for _, n := range k {
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if n.Direction() <= 0 {
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return false
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}
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}
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return true
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}
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func (k KLineWindow) GetTrend() int {
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o := k.GetOpen()
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c := k.GetClose()
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if c.Compare(o) > 0 {
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return 1
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} else if c.Compare(o) < 0 {
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return -1
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|
}
|
||
|
|
return 0
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k KLineWindow) Color() string {
|
||
|
|
if k.GetTrend() > 0 {
|
||
|
|
return style.GreenColor
|
||
|
|
} else if k.GetTrend() < 0 {
|
||
|
|
return style.RedColor
|
||
|
|
}
|
||
|
|
return style.GrayColor
|
||
|
|
}
|
||
|
|
|
||
|
|
// Mid price
|
||
|
|
func (k KLineWindow) Mid() fixedpoint.Value {
|
||
|
|
return k.GetHigh().Add(k.GetLow()).Div(Two)
|
||
|
|
}
|
||
|
|
|
||
|
|
// BounceUp returns true if it's green candle with open and close near high price
|
||
|
|
func (k KLineWindow) BounceUp() bool {
|
||
|
|
mid := k.Mid()
|
||
|
|
trend := k.GetTrend()
|
||
|
|
return trend > 0 && k.GetOpen().Compare(mid) > 0 && k.GetClose().Compare(mid) > 0
|
||
|
|
}
|
||
|
|
|
||
|
|
// BounceDown returns true red candle with open and close near low price
|
||
|
|
func (k KLineWindow) BounceDown() bool {
|
||
|
|
mid := k.Mid()
|
||
|
|
trend := k.GetTrend()
|
||
|
|
return trend > 0 && k.GetOpen().Compare(mid) < 0 && k.GetClose().Compare(mid) < 0
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k *KLineWindow) Add(line KLine) {
|
||
|
|
*k = append(*k, line)
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k KLineWindow) Take(size int) KLineWindow {
|
||
|
|
return k[:size]
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k KLineWindow) Tail(size int) KLineWindow {
|
||
|
|
length := len(k)
|
||
|
|
if length <= size {
|
||
|
|
win := make(KLineWindow, length)
|
||
|
|
copy(win, k)
|
||
|
|
return win
|
||
|
|
}
|
||
|
|
|
||
|
|
win := make(KLineWindow, size)
|
||
|
|
copy(win, k[length-size:])
|
||
|
|
return win
|
||
|
|
}
|
||
|
|
|
||
|
|
// Truncate removes the old klines from the window
|
||
|
|
func (k *KLineWindow) Truncate(size int) {
|
||
|
|
if len(*k) <= size {
|
||
|
|
return
|
||
|
|
}
|
||
|
|
|
||
|
|
end := len(*k)
|
||
|
|
start := end - size
|
||
|
|
if start < 0 {
|
||
|
|
start = 0
|
||
|
|
}
|
||
|
|
kn := (*k)[start:]
|
||
|
|
*k = kn
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k KLineWindow) GetBody() fixedpoint.Value {
|
||
|
|
return k.GetChange()
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k KLineWindow) GetThickness() fixedpoint.Value {
|
||
|
|
out := k.GetChange().Div(k.GetMaxChange())
|
||
|
|
if out.Sign() < 0 {
|
||
|
|
return out.Neg()
|
||
|
|
}
|
||
|
|
return out
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k KLineWindow) GetUpperShadowRatio() fixedpoint.Value {
|
||
|
|
out := k.GetUpperShadowHeight().Div(k.GetMaxChange())
|
||
|
|
if out.Sign() < 0 {
|
||
|
|
return out.Neg()
|
||
|
|
}
|
||
|
|
return out
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k KLineWindow) GetUpperShadowHeight() fixedpoint.Value {
|
||
|
|
high := k.GetHigh()
|
||
|
|
open := k.GetOpen()
|
||
|
|
clos := k.GetClose()
|
||
|
|
if open.Compare(clos) > 0 {
|
||
|
|
return high.Sub(open)
|
||
|
|
}
|
||
|
|
return high.Sub(clos)
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k KLineWindow) GetLowerShadowRatio() fixedpoint.Value {
|
||
|
|
out := k.GetLowerShadowHeight().Div(k.GetMaxChange())
|
||
|
|
if out.Sign() < 0 {
|
||
|
|
return out.Neg()
|
||
|
|
}
|
||
|
|
return out
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k KLineWindow) GetLowerShadowHeight() fixedpoint.Value {
|
||
|
|
low := k.GetLow()
|
||
|
|
open := k.GetOpen()
|
||
|
|
clos := k.GetClose()
|
||
|
|
if open.Compare(clos) < 0 {
|
||
|
|
return open.Sub(low)
|
||
|
|
}
|
||
|
|
return clos.Sub(low)
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k KLineWindow) SlackAttachment() slack.Attachment {
|
||
|
|
var first KLine
|
||
|
|
var end KLine
|
||
|
|
var windowSize = len(k)
|
||
|
|
if windowSize > 0 {
|
||
|
|
first = k[0]
|
||
|
|
end = k[windowSize-1]
|
||
|
|
}
|
||
|
|
|
||
|
|
return slack.Attachment{
|
||
|
|
Text: fmt.Sprintf("*%s* KLineWindow %s x %d", first.Symbol, first.Interval, windowSize),
|
||
|
|
Color: k.Color(),
|
||
|
|
Fields: []slack.AttachmentField{
|
||
|
|
{Title: "Open", Value: k.GetOpen().FormatString(2), Short: true},
|
||
|
|
{Title: "High", Value: k.GetHigh().FormatString(2), Short: true},
|
||
|
|
{Title: "Low", Value: k.GetLow().FormatString(2), Short: true},
|
||
|
|
{Title: "Close", Value: k.GetClose().FormatString(2), Short: true},
|
||
|
|
{Title: "Mid", Value: k.Mid().FormatPercentage(2), Short: true},
|
||
|
|
{
|
||
|
|
Title: "Change",
|
||
|
|
Value: k.GetChange().FormatString(2),
|
||
|
|
Short: true,
|
||
|
|
},
|
||
|
|
{
|
||
|
|
Title: "Max Change",
|
||
|
|
Value: k.GetMaxChange().FormatString(2),
|
||
|
|
Short: true,
|
||
|
|
},
|
||
|
|
{
|
||
|
|
Title: "Thickness",
|
||
|
|
Value: k.GetThickness().FormatString(4),
|
||
|
|
Short: true,
|
||
|
|
},
|
||
|
|
{
|
||
|
|
Title: "UpperShadowRatio",
|
||
|
|
Value: k.GetUpperShadowRatio().FormatString(4),
|
||
|
|
Short: true,
|
||
|
|
},
|
||
|
|
{
|
||
|
|
Title: "LowerShadowRatio",
|
||
|
|
Value: k.GetLowerShadowRatio().FormatString(4),
|
||
|
|
Short: true,
|
||
|
|
},
|
||
|
|
},
|
||
|
|
Footer: fmt.Sprintf("Since %s til %s", first.StartTime, end.EndTime),
|
||
|
|
FooterIcon: "",
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
type KLineCallback func(k KLine)
|
||
|
|
|
||
|
|
type KValueType int
|
||
|
|
|
||
|
|
const (
|
||
|
|
kOpUnknown KValueType = iota
|
||
|
|
kOpenValue
|
||
|
|
kCloseValue
|
||
|
|
kHighValue
|
||
|
|
kLowValue
|
||
|
|
kVolumeValue
|
||
|
|
)
|
||
|
|
|
||
|
|
func (k *KLineWindow) High() Series {
|
||
|
|
return &KLineSeries{
|
||
|
|
lines: k,
|
||
|
|
kv: kHighValue,
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k *KLineWindow) Low() Series {
|
||
|
|
return &KLineSeries{
|
||
|
|
lines: k,
|
||
|
|
kv: kLowValue,
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k *KLineWindow) Open() Series {
|
||
|
|
return &KLineSeries{
|
||
|
|
lines: k,
|
||
|
|
kv: kOpenValue,
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k *KLineWindow) Close() Series {
|
||
|
|
return &KLineSeries{
|
||
|
|
lines: k,
|
||
|
|
kv: kCloseValue,
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k *KLineWindow) Volume() Series {
|
||
|
|
return &KLineSeries{
|
||
|
|
lines: k,
|
||
|
|
kv: kVolumeValue,
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
type KLineSeries struct {
|
||
|
|
lines *KLineWindow
|
||
|
|
kv KValueType
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k *KLineSeries) Index(i int) float64 {
|
||
|
|
return k.Last(i)
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k *KLineSeries) Last(i int) float64 {
|
||
|
|
length := len(*k.lines)
|
||
|
|
if length == 0 || length-i-1 < 0 {
|
||
|
|
return 0
|
||
|
|
}
|
||
|
|
switch k.kv {
|
||
|
|
case kOpenValue:
|
||
|
|
return (*k.lines)[length-i-1].GetOpen().Float64()
|
||
|
|
case kCloseValue:
|
||
|
|
return (*k.lines)[length-i-1].GetClose().Float64()
|
||
|
|
case kLowValue:
|
||
|
|
return (*k.lines)[length-i-1].GetLow().Float64()
|
||
|
|
case kHighValue:
|
||
|
|
return (*k.lines)[length-i-1].GetHigh().Float64()
|
||
|
|
case kVolumeValue:
|
||
|
|
return (*k.lines)[length-i-1].Volume.Float64()
|
||
|
|
}
|
||
|
|
return 0
|
||
|
|
}
|
||
|
|
|
||
|
|
func (k *KLineSeries) Length() int {
|
||
|
|
return len(*k.lines)
|
||
|
|
}
|
||
|
|
|
||
|
|
var _ Series = &KLineSeries{}
|
||
|
|
|
||
|
|
func TradeWith(symbol string, f func(trade Trade)) func(trade Trade) {
|
||
|
|
return func(trade Trade) {
|
||
|
|
if symbol != "" && trade.Symbol != symbol {
|
||
|
|
return
|
||
|
|
}
|
||
|
|
|
||
|
|
f(trade)
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
func KLineWith(symbol string, interval Interval, callback KLineCallback) KLineCallback {
|
||
|
|
return func(k KLine) {
|
||
|
|
if k.Symbol != symbol || (k.Interval != "" && k.Interval != interval) {
|
||
|
|
return
|
||
|
|
}
|
||
|
|
callback(k)
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
type KLineValueMapper func(k KLine) float64
|
||
|
|
|
||
|
|
func KLineOpenPriceMapper(k KLine) float64 {
|
||
|
|
return k.Open.Float64()
|
||
|
|
}
|
||
|
|
|
||
|
|
func KLineClosePriceMapper(k KLine) float64 {
|
||
|
|
return k.Close.Float64()
|
||
|
|
}
|
||
|
|
|
||
|
|
func KLineTypicalPriceMapper(k KLine) float64 {
|
||
|
|
return (k.High.Float64() + k.Low.Float64() + k.Close.Float64()) / 3.
|
||
|
|
}
|
||
|
|
|
||
|
|
func KLinePriceVolumeMapper(k KLine) float64 {
|
||
|
|
return k.Close.Mul(k.Volume).Float64()
|
||
|
|
}
|
||
|
|
|
||
|
|
func KLineVolumeMapper(k KLine) float64 {
|
||
|
|
return k.Volume.Float64()
|
||
|
|
}
|
||
|
|
|
||
|
|
func KLineHLC3Mapper(k KLine) float64 {
|
||
|
|
return k.High.Add(k.Low).Add(k.Close).Div(Three).Float64()
|
||
|
|
}
|
||
|
|
|
||
|
|
func MapKLinePrice(kLines []KLine, f KLineValueMapper) (prices []float64) {
|
||
|
|
for _, k := range kLines {
|
||
|
|
prices = append(prices, f(k))
|
||
|
|
}
|
||
|
|
|
||
|
|
return prices
|
||
|
|
}
|
||
|
|
|
||
|
|
func KLineLowPriceMapper(k KLine) float64 {
|
||
|
|
return k.Low.Float64()
|
||
|
|
}
|
||
|
|
|
||
|
|
func KLineHighPriceMapper(k KLine) float64 {
|
||
|
|
return k.High.Float64()
|
||
|
|
}
|