2023-11-13 08:20:25 +00:00
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package dca2
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import (
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"context"
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"fmt"
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"math"
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2024-01-09 08:01:10 +00:00
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"strconv"
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2023-11-23 08:45:28 +00:00
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"sync"
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"time"
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2023-11-13 08:20:25 +00:00
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2024-02-23 08:56:30 +00:00
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"github.com/prometheus/client_golang/prometheus"
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"github.com/sirupsen/logrus"
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"go.uber.org/multierr"
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2023-11-13 08:20:25 +00:00
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"github.com/c9s/bbgo/pkg/bbgo"
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2024-01-17 09:30:37 +00:00
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"github.com/c9s/bbgo/pkg/exchange/retry"
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2023-11-13 08:20:25 +00:00
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"github.com/c9s/bbgo/pkg/fixedpoint"
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2024-01-10 06:37:07 +00:00
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"github.com/c9s/bbgo/pkg/strategy/common"
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2023-11-13 08:20:25 +00:00
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"github.com/c9s/bbgo/pkg/types"
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"github.com/c9s/bbgo/pkg/util"
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2024-02-23 08:56:30 +00:00
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"github.com/c9s/bbgo/pkg/util/tradingutil"
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2023-11-13 08:20:25 +00:00
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)
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const ID = "dca2"
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const orderTag = "dca2"
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var log = logrus.WithField("strategy", ID)
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func init() {
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bbgo.RegisterStrategy(ID, &Strategy{})
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}
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2024-01-17 09:30:37 +00:00
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type advancedOrderCancelApi interface {
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CancelAllOrders(ctx context.Context) ([]types.Order, error)
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CancelOrdersBySymbol(ctx context.Context, symbol string) ([]types.Order, error)
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CancelOrdersByGroupID(ctx context.Context, groupID uint32) ([]types.Order, error)
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}
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2024-01-02 06:09:38 +00:00
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//go:generate callbackgen -type Strateg
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type Strategy struct {
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2024-01-02 09:16:47 +00:00
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Position *types.Position `json:"position,omitempty" persistence:"position"`
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ProfitStats *ProfitStats `json:"profitStats,omitempty" persistence:"profit_stats"`
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Environment *bbgo.Environment
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Session *bbgo.ExchangeSession
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OrderExecutor *bbgo.GeneralOrderExecutor
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Market types.Market
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Symbol string `json:"symbol"`
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// setting
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QuoteInvestment fixedpoint.Value `json:"quoteInvestment"`
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MaxOrderCount int64 `json:"maxOrderCount"`
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PriceDeviation fixedpoint.Value `json:"priceDeviation"`
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TakeProfitRatio fixedpoint.Value `json:"takeProfitRatio"`
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CoolDownInterval types.Duration `json:"coolDownInterval"`
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2023-11-13 08:20:25 +00:00
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// OrderGroupID is the group ID used for the strategy instance for canceling orders
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OrderGroupID uint32 `json:"orderGroupID"`
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2023-12-27 08:13:34 +00:00
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// RecoverWhenStart option is used for recovering dca states
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RecoverWhenStart bool `json:"recoverWhenStart"`
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// KeepOrdersWhenShutdown option is used for keeping the grid orders when shutting down bbgo
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KeepOrdersWhenShutdown bool `json:"keepOrdersWhenShutdown"`
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2024-01-17 09:30:37 +00:00
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// UseCancelAllOrdersApiWhenClose uses a different API to cancel all the orders on the market when closing a grid
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UseCancelAllOrdersApiWhenClose bool `json:"useCancelAllOrdersApiWhenClose"`
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2024-01-23 08:41:54 +00:00
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// dev mode
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DevMode *DevMode `json:"devMode"`
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2023-11-13 08:20:25 +00:00
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// log
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logger *logrus.Entry
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LogFields logrus.Fields `json:"logFields"`
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2023-12-27 08:13:34 +00:00
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// PrometheusLabels will be used as the base prometheus labels
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PrometheusLabels prometheus.Labels `json:"prometheusLabels"`
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// private field
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mu sync.Mutex
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takeProfitPrice fixedpoint.Value
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startTimeOfNextRound time.Time
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nextStateC chan State
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state State
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// callbacks
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common.StatusCallbacks
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positionCallbacks []func(*types.Position)
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profitCallbacks []func(*ProfitStats)
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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) Validate() error {
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if s.MaxOrderCount < 1 {
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return fmt.Errorf("maxOrderCount can not be < 1")
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}
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if s.TakeProfitRatio.Sign() <= 0 {
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return fmt.Errorf("takeProfitSpread can not be <= 0")
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}
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2023-11-23 08:45:28 +00:00
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if s.PriceDeviation.Sign() <= 0 {
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return fmt.Errorf("margin can not be <= 0")
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}
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// TODO: validate balance is enough
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return nil
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}
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func (s *Strategy) Defaults() error {
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if s.LogFields == nil {
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s.LogFields = logrus.Fields{}
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}
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s.LogFields["symbol"] = s.Symbol
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s.LogFields["strategy"] = ID
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return nil
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}
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func (s *Strategy) Initialize() error {
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s.logger = log.WithFields(s.LogFields)
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return nil
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}
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func (s *Strategy) InstanceID() string {
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return fmt.Sprintf("%s-%s", ID, s.Symbol)
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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: types.Interval1m})
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}
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func (s *Strategy) Run(ctx context.Context, _ bbgo.OrderExecutor, session *bbgo.ExchangeSession) error {
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instanceID := s.InstanceID()
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s.Session = session
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if s.ProfitStats == nil {
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s.ProfitStats = newProfitStats(s.Market, s.QuoteInvestment)
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}
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if s.Position == nil {
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s.Position = types.NewPositionFromMarket(s.Market)
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}
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2024-01-23 08:41:54 +00:00
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// if dev mode is on and it's not a new strategy
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if s.DevMode != nil && s.DevMode.Enabled && !s.DevMode.IsNewAccount {
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s.ProfitStats = newProfitStats(s.Market, s.QuoteInvestment)
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s.Position = types.NewPositionFromMarket(s.Market)
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}
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2024-01-02 09:16:47 +00:00
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s.Position.Strategy = ID
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s.Position.StrategyInstanceID = instanceID
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if session.MakerFeeRate.Sign() > 0 || session.TakerFeeRate.Sign() > 0 {
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s.Position.SetExchangeFeeRate(session.ExchangeName, types.ExchangeFee{
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MakerFeeRate: session.MakerFeeRate,
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TakerFeeRate: session.TakerFeeRate,
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})
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}
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s.OrderExecutor = bbgo.NewGeneralOrderExecutor(session, s.Symbol, ID, instanceID, s.Position)
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s.OrderExecutor.BindEnvironment(s.Environment)
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s.OrderExecutor.Bind()
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if s.OrderGroupID == 0 {
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s.OrderGroupID = util.FNV32(instanceID) % math.MaxInt32
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2023-11-13 08:20:25 +00:00
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}
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2023-11-23 08:45:28 +00:00
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// order executor
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s.OrderExecutor.TradeCollector().OnPositionUpdate(func(position *types.Position) {
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s.logger.Infof("[DCA] POSITION UPDATE: %s", s.Position.String())
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bbgo.Sync(ctx, s)
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2023-11-23 08:45:28 +00:00
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// update take profit price here
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2023-11-27 07:55:02 +00:00
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s.updateTakeProfitPrice()
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})
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s.OrderExecutor.ActiveMakerOrders().OnFilled(func(o types.Order) {
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s.logger.Infof("[DCA] FILLED ORDER: %s", o.String())
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openPositionSide := types.SideTypeBuy
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takeProfitSide := types.SideTypeSell
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switch o.Side {
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case openPositionSide:
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s.emitNextState(OpenPositionOrderFilled)
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case takeProfitSide:
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2023-12-22 07:27:31 +00:00
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s.emitNextState(WaitToOpenPosition)
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2023-11-27 07:55:02 +00:00
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default:
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s.logger.Infof("[DCA] unsupported side (%s) of order: %s", o.Side, o)
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}
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})
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2023-11-13 08:20:25 +00:00
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2023-11-23 08:45:28 +00:00
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session.MarketDataStream.OnKLine(func(kline types.KLine) {
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// check price here
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2023-11-27 07:55:02 +00:00
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if s.state != OpenPositionOrderFilled {
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return
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}
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compRes := kline.Close.Compare(s.takeProfitPrice)
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// price doesn't hit the take profit price
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2023-12-22 07:50:48 +00:00
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if compRes < 0 {
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2023-11-27 07:55:02 +00:00
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return
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}
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2023-12-22 07:27:31 +00:00
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s.emitNextState(OpenPositionOrdersCancelling)
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2023-11-13 08:20:25 +00:00
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})
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2023-11-23 08:45:28 +00:00
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session.UserDataStream.OnAuth(func() {
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2023-11-27 07:55:02 +00:00
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s.logger.Info("[DCA] user data stream authenticated")
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time.AfterFunc(3*time.Second, func() {
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if isInitialize := s.initializeNextStateC(); !isInitialize {
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2024-01-23 08:41:54 +00:00
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// no need to recover when two situation
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// 1. recoverWhenStart is false
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// 2. dev mode is on and it's not new strategy
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if !s.RecoverWhenStart || (s.DevMode != nil && s.DevMode.Enabled && !s.DevMode.IsNewAccount) {
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s.state = WaitToOpenPosition
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} else {
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2023-12-27 08:13:34 +00:00
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// recover
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if err := s.recover(ctx); err != nil {
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s.logger.WithError(err).Error("[DCA] something wrong when state recovering")
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return
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}
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2023-11-27 07:55:02 +00:00
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}
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2024-01-18 07:39:56 +00:00
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s.logger.Infof("[DCA] state: %d", s.state)
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s.logger.Infof("[DCA] position %s", s.Position.String())
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s.logger.Infof("[DCA] profit stats %s", s.ProfitStats.String())
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s.logger.Infof("[DCA] startTimeOfNextRound %s", s.startTimeOfNextRound)
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2023-12-22 07:27:31 +00:00
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s.updateTakeProfitPrice()
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2023-11-27 07:55:02 +00:00
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// store persistence
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bbgo.Sync(ctx, s)
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2024-01-02 06:09:38 +00:00
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// ready
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s.EmitReady()
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2023-11-27 07:55:02 +00:00
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// start running state machine
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s.runState(ctx)
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}
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})
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2023-11-23 08:45:28 +00:00
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})
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2023-11-13 08:20:25 +00:00
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2023-12-27 08:13:34 +00:00
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bbgo.OnShutdown(ctx, func(ctx context.Context, wg *sync.WaitGroup) {
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defer wg.Done()
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if s.KeepOrdersWhenShutdown {
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s.logger.Infof("keepOrdersWhenShutdown is set, will keep the orders on the exchange")
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return
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}
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if err := s.Close(ctx); err != nil {
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s.logger.WithError(err).Errorf("dca2 graceful order cancel error")
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}
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})
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2023-11-23 08:45:28 +00:00
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return nil
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2023-11-13 08:20:25 +00:00
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}
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2023-11-27 07:55:02 +00:00
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func (s *Strategy) updateTakeProfitPrice() {
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takeProfitRatio := s.TakeProfitRatio
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s.takeProfitPrice = s.Market.TruncatePrice(s.Position.AverageCost.Mul(fixedpoint.One.Add(takeProfitRatio)))
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s.logger.Infof("[DCA] cost: %s, ratio: %s, price: %s", s.Position.AverageCost, takeProfitRatio, s.takeProfitPrice)
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}
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2023-12-27 08:13:34 +00:00
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func (s *Strategy) Close(ctx context.Context) error {
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s.logger.Infof("[DCA] closing %s dca2", s.Symbol)
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defer s.EmitClosed()
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2024-01-03 09:02:03 +00:00
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err := s.OrderExecutor.GracefulCancel(ctx)
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2024-01-03 08:41:59 +00:00
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if err != nil {
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s.logger.WithError(err).Errorf("[DCA] there are errors when cancelling orders at close")
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}
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2023-12-27 08:13:34 +00:00
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2024-01-03 08:41:59 +00:00
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bbgo.Sync(ctx, s)
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return err
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2023-12-27 08:13:34 +00:00
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}
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func (s *Strategy) CleanUp(ctx context.Context) error {
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_ = s.Initialize()
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defer s.EmitClosed()
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2024-01-17 09:30:37 +00:00
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session := s.Session
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if session == nil {
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return fmt.Errorf("Session is nil, please check it")
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2024-01-03 08:41:59 +00:00
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}
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2024-02-23 08:56:30 +00:00
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// ignore the first cancel error, this skips one open-orders query request
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if err := tradingutil.UniversalCancelAllOrders(ctx, session.Exchange, nil); err == nil {
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return nil
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2024-01-17 09:30:37 +00:00
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}
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2024-02-23 08:56:30 +00:00
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// if cancel all orders returns error, get the open orders and retry the cancel in each round
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2024-01-17 09:30:37 +00:00
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var werr error
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for {
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s.logger.Infof("checking %s open orders...", s.Symbol)
|
|
|
|
|
|
|
|
openOrders, err := retry.QueryOpenOrdersUntilSuccessful(ctx, session.Exchange, s.Symbol)
|
|
|
|
if err != nil {
|
2024-02-23 08:56:30 +00:00
|
|
|
s.logger.WithError(err).Errorf("unable to query open orders")
|
|
|
|
continue
|
2024-01-17 09:30:37 +00:00
|
|
|
}
|
|
|
|
|
2024-02-23 08:56:30 +00:00
|
|
|
// all clean up
|
2024-01-17 09:30:37 +00:00
|
|
|
if len(openOrders) == 0 {
|
|
|
|
break
|
|
|
|
}
|
|
|
|
|
2024-02-23 08:56:30 +00:00
|
|
|
if err := tradingutil.UniversalCancelAllOrders(ctx, session.Exchange, openOrders); err != nil {
|
|
|
|
s.logger.WithError(err).Errorf("unable to cancel all orders")
|
2024-01-17 09:30:37 +00:00
|
|
|
werr = multierr.Append(werr, err)
|
|
|
|
}
|
|
|
|
|
|
|
|
time.Sleep(1 * time.Second)
|
|
|
|
}
|
|
|
|
|
|
|
|
return werr
|
2023-12-27 08:13:34 +00:00
|
|
|
}
|
2024-01-09 08:01:10 +00:00
|
|
|
|
2024-01-12 16:24:47 +00:00
|
|
|
func (s *Strategy) CalculateAndEmitProfit(ctx context.Context) error {
|
2024-01-09 08:01:10 +00:00
|
|
|
historyService, ok := s.Session.Exchange.(types.ExchangeTradeHistoryService)
|
|
|
|
if !ok {
|
|
|
|
return fmt.Errorf("exchange %s doesn't support ExchangeTradeHistoryService", s.Session.Exchange.Name())
|
|
|
|
}
|
|
|
|
|
|
|
|
queryService, ok := s.Session.Exchange.(types.ExchangeOrderQueryService)
|
|
|
|
if !ok {
|
|
|
|
return fmt.Errorf("exchange %s doesn't support ExchangeOrderQueryService", s.Session.Exchange.Name())
|
|
|
|
}
|
|
|
|
|
2024-01-12 16:24:47 +00:00
|
|
|
// TODO: pagination for it
|
|
|
|
// query the orders
|
2024-01-09 08:01:10 +00:00
|
|
|
orders, err := historyService.QueryClosedOrders(ctx, s.Symbol, time.Time{}, time.Time{}, s.ProfitStats.FromOrderID)
|
|
|
|
if err != nil {
|
|
|
|
return err
|
|
|
|
}
|
|
|
|
|
2024-01-12 16:24:47 +00:00
|
|
|
var rounds []Round
|
|
|
|
var round Round
|
2024-01-09 08:01:10 +00:00
|
|
|
for _, order := range orders {
|
2024-01-10 06:37:07 +00:00
|
|
|
// skip not this strategy order
|
|
|
|
if order.GroupID != s.OrderGroupID {
|
|
|
|
continue
|
|
|
|
}
|
|
|
|
|
2024-01-12 16:24:47 +00:00
|
|
|
switch order.Side {
|
|
|
|
case types.SideTypeBuy:
|
|
|
|
round.OpenPositionOrders = append(round.OpenPositionOrders, order)
|
|
|
|
case types.SideTypeSell:
|
|
|
|
if order.Status != types.OrderStatusFilled {
|
|
|
|
continue
|
|
|
|
}
|
|
|
|
round.TakeProfitOrder = order
|
|
|
|
rounds = append(rounds, round)
|
|
|
|
round = Round{}
|
|
|
|
default:
|
|
|
|
s.logger.Errorf("there is order with unsupported side")
|
2024-01-09 08:01:10 +00:00
|
|
|
}
|
2024-01-12 16:24:47 +00:00
|
|
|
}
|
2024-01-09 08:01:10 +00:00
|
|
|
|
2024-01-12 16:24:47 +00:00
|
|
|
for _, round := range rounds {
|
|
|
|
var roundOrders []types.Order = round.OpenPositionOrders
|
|
|
|
roundOrders = append(roundOrders, round.TakeProfitOrder)
|
|
|
|
for _, order := range roundOrders {
|
|
|
|
s.logger.Infof("[DCA] calculate profit stats from order: %s", order.String())
|
2024-01-10 06:37:07 +00:00
|
|
|
|
2024-01-12 16:24:47 +00:00
|
|
|
// skip no trade orders
|
|
|
|
if order.ExecutedQuantity.Sign() == 0 {
|
|
|
|
continue
|
|
|
|
}
|
2024-01-09 08:01:10 +00:00
|
|
|
|
2024-01-12 16:24:47 +00:00
|
|
|
trades, err := queryService.QueryOrderTrades(ctx, types.OrderQuery{
|
|
|
|
Symbol: order.Symbol,
|
|
|
|
OrderID: strconv.FormatUint(order.OrderID, 10),
|
|
|
|
})
|
|
|
|
|
|
|
|
if err != nil {
|
|
|
|
return err
|
|
|
|
}
|
2024-01-09 08:01:10 +00:00
|
|
|
|
2024-01-12 16:24:47 +00:00
|
|
|
for _, trade := range trades {
|
|
|
|
s.logger.Infof("[DCA] calculate profit stats from trade: %s", trade.String())
|
|
|
|
s.ProfitStats.AddTrade(trade)
|
|
|
|
}
|
2024-01-09 08:01:10 +00:00
|
|
|
}
|
|
|
|
|
2024-01-12 16:24:47 +00:00
|
|
|
s.ProfitStats.FromOrderID = round.TakeProfitOrder.OrderID + 1
|
|
|
|
s.ProfitStats.QuoteInvestment = s.ProfitStats.QuoteInvestment.Add(s.ProfitStats.CurrentRoundProfit)
|
|
|
|
|
|
|
|
// store into persistence
|
|
|
|
bbgo.Sync(ctx, s)
|
|
|
|
|
2024-01-23 08:41:54 +00:00
|
|
|
s.logger.Infof("[DCA] profit stats:\n%s", s.ProfitStats.String())
|
|
|
|
|
2024-01-12 16:24:47 +00:00
|
|
|
// emit profit
|
|
|
|
s.EmitProfit(s.ProfitStats)
|
|
|
|
|
|
|
|
s.ProfitStats.NewRound()
|
|
|
|
}
|
2024-01-09 08:01:10 +00:00
|
|
|
|
|
|
|
return nil
|
|
|
|
}
|