2021-05-02 10:03:41 +00:00
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package schedule
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import (
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"context"
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2021-05-02 12:58:32 +00:00
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"fmt"
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2021-05-02 10:03:41 +00:00
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"github.com/c9s/bbgo/pkg/fixedpoint"
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"github.com/pkg/errors"
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log "github.com/sirupsen/logrus"
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"github.com/c9s/bbgo/pkg/bbgo"
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"github.com/c9s/bbgo/pkg/types"
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)
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const ID = "schedule"
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func init() {
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bbgo.RegisterStrategy(ID, &Strategy{})
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}
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2021-05-02 12:58:32 +00:00
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// Float64Indicator is the indicators (SMA and EWMA) that we want to use are returning float64 data.
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type Float64Indicator interface {
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Last() float64
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}
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type MovingAverageSettings struct {
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Type string `json:"type"`
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Interval types.Interval `json:"interval"`
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Window int `json:"window"`
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Side *types.SideType `json:"side"`
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Quantity *fixedpoint.Value `json:"quantity"`
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Amount *fixedpoint.Value `json:"amount"`
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}
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func (settings MovingAverageSettings) IntervalWindow() types.IntervalWindow {
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var window = 99
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if settings.Window > 0 {
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window = settings.Window
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}
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return types.IntervalWindow{
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Interval: settings.Interval,
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Window: window,
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}
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}
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func (settings *MovingAverageSettings) Indicator(indicatorSet *bbgo.StandardIndicatorSet) (inc Float64Indicator, err error) {
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var iw = settings.IntervalWindow()
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switch settings.Type {
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case "SMA":
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inc = indicatorSet.SMA(iw)
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case "EWMA", "EMA":
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inc = indicatorSet.EWMA(iw)
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default:
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return nil, fmt.Errorf("unsupported moving average type: %s", settings.Type)
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}
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return inc, nil
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}
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type Strategy struct {
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Market types.Market
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Notifiability *bbgo.Notifiability
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// StandardIndicatorSet contains the standard indicators of a market (symbol)
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// This field will be injected automatically since we defined the Symbol field.
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*bbgo.StandardIndicatorSet
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2021-05-02 10:03:41 +00:00
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// Interval is the period that you want to submit order
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Interval types.Interval `json:"interval"`
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// Symbol is the symbol of the market
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Symbol string `json:"symbol"`
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// Side is the order side type, which can be buy or sell
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Side types.SideType `json:"side"`
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// Quantity is the quantity of the submit order
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Quantity fixedpoint.Value `json:"quantity,omitempty"`
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Amount fixedpoint.Value `json:"amount,omitempty"`
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2021-05-02 12:58:32 +00:00
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BelowMovingAverage *MovingAverageSettings `json:"belowMovingAverage,omitempty"`
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AboveMovingAverage *MovingAverageSettings `json:"aboveMovingAverage,omitempty"`
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}
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func (s *Strategy) ID() string {
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return ID
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}
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func (s *Strategy) Subscribe(session *bbgo.ExchangeSession) {
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session.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{Interval: s.Interval.String()})
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}
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func (s *Strategy) Validate() error {
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if s.Quantity == 0 && s.Amount == 0 {
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return errors.New("either quantity or amount can not be empty")
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}
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return nil
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}
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func (s *Strategy) Run(ctx context.Context, orderExecutor bbgo.OrderExecutor, session *bbgo.ExchangeSession) error {
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if s.StandardIndicatorSet == nil {
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return errors.New("StandardIndicatorSet can not be nil, injection failed?")
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}
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var belowMA Float64Indicator
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var aboveMA Float64Indicator
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var err error
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if s.BelowMovingAverage != nil {
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belowMA, err = s.BelowMovingAverage.Indicator(s.StandardIndicatorSet)
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if err != nil {
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return err
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}
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}
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if s.AboveMovingAverage != nil {
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aboveMA, err = s.AboveMovingAverage.Indicator(s.StandardIndicatorSet)
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if err != nil {
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return err
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}
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}
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2021-05-27 19:15:29 +00:00
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session.MarketDataStream.OnKLineClosed(func(kline types.KLine) {
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if kline.Symbol != s.Symbol {
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return
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}
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closePrice := fixedpoint.NewFromFloat(kline.Close)
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quantity := s.Quantity
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amount := s.Amount
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side := s.Side
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if s.BelowMovingAverage != nil || s.AboveMovingAverage != nil {
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match := false
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// if any of the conditions satisfies then we execute order
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if belowMA != nil && closePrice.Float64() < belowMA.Last() {
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match = true
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if s.BelowMovingAverage != nil {
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if s.BelowMovingAverage.Side != nil {
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side = *s.BelowMovingAverage.Side
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}
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// override the default quantity or amount
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if s.BelowMovingAverage.Quantity != nil {
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quantity = *s.BelowMovingAverage.Quantity
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} else if s.BelowMovingAverage.Amount != nil {
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amount = *s.BelowMovingAverage.Amount
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}
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}
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} else if aboveMA != nil && closePrice.Float64() > aboveMA.Last() {
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match = true
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if s.AboveMovingAverage != nil {
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if s.AboveMovingAverage.Side != nil {
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side = *s.AboveMovingAverage.Side
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}
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// override the default quantity or amount
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if s.AboveMovingAverage.Quantity != nil {
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quantity = *s.AboveMovingAverage.Quantity
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} else if s.AboveMovingAverage.Amount != nil {
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amount = *s.AboveMovingAverage.Amount
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}
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}
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}
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if !match {
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s.Notifiability.Notify("skip, the closed price is below or above moving average")
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return
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}
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}
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2021-05-02 12:58:32 +00:00
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// convert amount to quantity if amount is given
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if amount > 0 {
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quantity = amount.Div(closePrice)
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}
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2021-05-02 12:58:32 +00:00
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// calculate quote quantity for balance checking
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quoteQuantity := quantity.Mul(closePrice)
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// execute orders
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switch side {
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case types.SideTypeBuy:
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quoteBalance, ok := session.Account.Balance(s.Market.QuoteCurrency)
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if !ok {
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return
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}
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if quoteBalance.Available < quoteQuantity {
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s.Notifiability.Notify("Quote balance %s is not enough: %f < %f", s.Market.QuoteCurrency, quoteBalance.Available.Float64(), quoteQuantity.Float64())
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return
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}
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case types.SideTypeSell:
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baseBalance, ok := session.Account.Balance(s.Market.BaseCurrency)
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if !ok {
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return
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}
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if baseBalance.Available < quantity {
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s.Notifiability.Notify("Base balance %s is not enough: %f < %f", s.Market.QuoteCurrency, baseBalance.Available.Float64(), quantity.Float64())
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return
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}
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}
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s.Notifiability.Notify("Submitting scheduled order %s quantity %f", s.Symbol, quantity.Floor())
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_, err := orderExecutor.SubmitOrders(ctx, types.SubmitOrder{
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Symbol: s.Symbol,
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Side: side,
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Type: types.OrderTypeMarket,
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Quantity: quantity.Float64(),
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})
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if err != nil {
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log.WithError(err).Error("submit order error")
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}
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})
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return nil
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}
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