package bbgo import ( "context" "fmt" "strings" "time" "github.com/c9s/bbgo/pkg/fixedpoint" log "github.com/sirupsen/logrus" "github.com/spf13/viper" "github.com/c9s/bbgo/pkg/indicator" "github.com/c9s/bbgo/pkg/service" "github.com/c9s/bbgo/pkg/types" "github.com/c9s/bbgo/pkg/util" ) var fiatCurrencies = []string{"USDC", "USDT", "USD", "TWD", "EUR", "GBP", "BUSD"} type StandardIndicatorSet struct { Symbol string // Standard indicators // interval -> window sma map[types.IntervalWindow]*indicator.SMA ewma map[types.IntervalWindow]*indicator.EWMA boll map[types.IntervalWindow]*indicator.BOLL stoch map[types.IntervalWindow]*indicator.STOCH store *MarketDataStore } func NewStandardIndicatorSet(symbol string, store *MarketDataStore) *StandardIndicatorSet { set := &StandardIndicatorSet{ Symbol: symbol, sma: make(map[types.IntervalWindow]*indicator.SMA), ewma: make(map[types.IntervalWindow]*indicator.EWMA), boll: make(map[types.IntervalWindow]*indicator.BOLL), stoch: make(map[types.IntervalWindow]*indicator.STOCH), store: store, } // let us pre-defined commonly used intervals for interval := range types.SupportedIntervals { for _, window := range []int{7, 25, 99} { iw := types.IntervalWindow{Interval: interval, Window: window} set.sma[iw] = &indicator.SMA{IntervalWindow: iw} set.sma[iw].Bind(store) set.ewma[iw] = &indicator.EWMA{IntervalWindow: iw} set.ewma[iw].Bind(store) } // setup boll indicator, we may refactor boll indicator by subscribing SMA indicator, // however, since general used BOLLINGER band use window 21, which is not in the existing SMA indicator sets. // Pull out the bandwidth configuration as the boll Key iw := types.IntervalWindow{Interval: interval, Window: 21} set.boll[iw] = &indicator.BOLL{IntervalWindow: iw, K: 2.0} set.boll[iw].Bind(store) } return set } // BOLL returns the bollinger band indicator of the given interval and the window, // Please note that the K for std dev is fixed and defaults to 2.0 func (set *StandardIndicatorSet) BOLL(iw types.IntervalWindow, bandWidth float64) *indicator.BOLL { inc, ok := set.boll[iw] if !ok { inc = &indicator.BOLL{IntervalWindow: iw, K: bandWidth} inc.Bind(set.store) set.boll[iw] = inc } return inc } // SMA returns the simple moving average indicator of the given interval and the window size. func (set *StandardIndicatorSet) SMA(iw types.IntervalWindow) *indicator.SMA { inc, ok := set.sma[iw] if !ok { inc = &indicator.SMA{IntervalWindow: iw} inc.Bind(set.store) set.sma[iw] = inc } return inc } // EWMA returns the exponential weighed moving average indicator of the given interval and the window size. func (set *StandardIndicatorSet) EWMA(iw types.IntervalWindow) *indicator.EWMA { inc, ok := set.ewma[iw] if !ok { inc = &indicator.EWMA{IntervalWindow: iw} inc.Bind(set.store) set.ewma[iw] = inc } return inc } func (set *StandardIndicatorSet) STOCH(iw types.IntervalWindow) *indicator.STOCH { inc, ok := set.stoch[iw] if !ok { inc = &indicator.STOCH{IntervalWindow: iw} inc.Bind(set.store) set.stoch[iw] = inc } return inc } // ExchangeSession presents the exchange connection Session // It also maintains and collects the data returned from the stream. type ExchangeSession struct { // exchange Session based notification system // we make it as a value field so that we can configure it separately Notifiability `json:"-" yaml:"-"` // --------------------------- // Session config fields // --------------------------- // Exchange Session name Name string `json:"name,omitempty" yaml:"name,omitempty"` ExchangeName string `json:"exchange" yaml:"exchange"` EnvVarPrefix string `json:"envVarPrefix" yaml:"envVarPrefix"` Key string `json:"key,omitempty" yaml:"key,omitempty"` Secret string `json:"secret,omitempty" yaml:"secret,omitempty"` SubAccount string `json:"subAccount,omitempty" yaml:"subAccount,omitempty"` // Withdrawal is used for enabling withdrawal functions Withdrawal bool `json:"withdrawal,omitempty" yaml:"withdrawal,omitempty"` MakerFeeRate fixedpoint.Value `json:"makerFeeRate,omitempty" yaml:"makerFeeRate,omitempty"` TakerFeeRate fixedpoint.Value `json:"takerFeeRate,omitempty" yaml:"takerFeeRate,omitempty"` PublicOnly bool `json:"publicOnly,omitempty" yaml:"publicOnly"` Margin bool `json:"margin,omitempty" yaml:"margin"` IsolatedMargin bool `json:"isolatedMargin,omitempty" yaml:"isolatedMargin,omitempty"` IsolatedMarginSymbol string `json:"isolatedMarginSymbol,omitempty" yaml:"isolatedMarginSymbol,omitempty"` // --------------------------- // Runtime fields // --------------------------- // The exchange account states Account *types.Account `json:"-" yaml:"-"` IsInitialized bool `json:"-" yaml:"-"` OrderExecutor *ExchangeOrderExecutor `json:"orderExecutor,omitempty" yaml:"orderExecutor,omitempty"` // UserDataStream is the connection stream of the exchange UserDataStream types.Stream `json:"-" yaml:"-"` MarketDataStream types.Stream `json:"-" yaml:"-"` Subscriptions map[types.Subscription]types.Subscription `json:"-" yaml:"-"` Exchange types.Exchange `json:"-" yaml:"-"` // Trades collects the executed trades from the exchange // map: symbol -> []trade Trades map[string]*types.TradeSlice `json:"-" yaml:"-"` // markets defines market configuration of a symbol markets map[string]types.Market // startPrices is used for backtest startPrices map[string]float64 lastPrices map[string]float64 lastPriceUpdatedAt time.Time // marketDataStores contains the market data store of each market marketDataStores map[string]*MarketDataStore positions map[string]*Position // standard indicators of each market standardIndicatorSets map[string]*StandardIndicatorSet orderStores map[string]*OrderStore usedSymbols map[string]struct{} initializedSymbols map[string]struct{} logger *log.Entry } func NewExchangeSession(name string, exchange types.Exchange) *ExchangeSession { session := &ExchangeSession{ Notifiability: Notifiability{ SymbolChannelRouter: NewPatternChannelRouter(nil), SessionChannelRouter: NewPatternChannelRouter(nil), ObjectChannelRouter: NewObjectChannelRouter(), }, Name: name, Exchange: exchange, UserDataStream: exchange.NewStream(), MarketDataStream: exchange.NewStream(), Subscriptions: make(map[types.Subscription]types.Subscription), Account: &types.Account{}, Trades: make(map[string]*types.TradeSlice), markets: make(map[string]types.Market), startPrices: make(map[string]float64), lastPrices: make(map[string]float64), positions: make(map[string]*Position), marketDataStores: make(map[string]*MarketDataStore), standardIndicatorSets: make(map[string]*StandardIndicatorSet), orderStores: make(map[string]*OrderStore), usedSymbols: make(map[string]struct{}), initializedSymbols: make(map[string]struct{}), logger: log.WithField("session", name), } session.OrderExecutor = &ExchangeOrderExecutor{ // copy the notification system so that we can route Notifiability: session.Notifiability, Session: session, } return session } // Init initializes the basic data structure and market information by its exchange. // Note that the subscribed symbols are not loaded in this stage. func (session *ExchangeSession) Init(ctx context.Context, environ *Environment) error { if session.IsInitialized { return ErrSessionAlreadyInitialized } var log = log.WithField("session", session.Name) if !viper.GetBool("bbgo-markets-cache") { markets, err := session.Exchange.QueryMarkets(ctx) if err != nil { return err } session.markets = markets } else { // load markets first var markets, err = LoadExchangeMarketsWithCache(ctx, session.Exchange) if err != nil { return err } if len(markets) == 0 { return fmt.Errorf("market config should not be empty") } session.markets = markets } // query and initialize the balances log.Infof("querying balances from session %s...", session.Name) balances, err := session.Exchange.QueryAccountBalances(ctx) if err != nil { return err } log.Infof("%s account", session.Name) balances.Print() session.Account.UpdateBalances(balances) // forward trade updates and order updates to the order executor session.UserDataStream.OnTradeUpdate(session.OrderExecutor.EmitTradeUpdate) session.UserDataStream.OnOrderUpdate(session.OrderExecutor.EmitOrderUpdate) session.Account.BindStream(session.UserDataStream) // insert trade into db right before everything // TODO: we should insert the backtest trades into the database, // however we should clean up the trades before we start the next backtesting if environ.TradeService != nil && environ.BacktestService == nil { session.UserDataStream.OnTradeUpdate(func(trade types.Trade) { if err := environ.TradeService.Insert(trade); err != nil { log.WithError(err).Errorf("trade insert error: %+v", trade) } }) } session.UserDataStream.OnKLineClosed(func(kline types.KLine) { log.WithField("marketData", "kline").Infof("kline closed: %+v", kline) }) // update last prices session.UserDataStream.OnKLineClosed(func(kline types.KLine) { if _, ok := session.startPrices[kline.Symbol]; !ok { session.startPrices[kline.Symbol] = kline.Open } session.lastPrices[kline.Symbol] = kline.Close }) session.IsInitialized = true return nil } func (session *ExchangeSession) InitSymbols(ctx context.Context, environ *Environment) error { if err := session.initUsedSymbols(ctx, environ); err != nil { return err } return nil } // initUsedSymbols uses usedSymbols to initialize the related data structure func (session *ExchangeSession) initUsedSymbols(ctx context.Context, environ *Environment) error { for symbol := range session.usedSymbols { if err := session.initSymbol(ctx, environ, symbol); err != nil { return err } } return nil } // initSymbol loads trades for the symbol, bind stream callbacks, init positions, market data store. // please note, initSymbol can not be called for the same symbol for twice func (session *ExchangeSession) initSymbol(ctx context.Context, environ *Environment, symbol string) error { if _, ok := session.initializedSymbols[symbol]; ok { // return fmt.Errorf("symbol %s is already initialized", symbol) return nil } market, ok := session.markets[symbol] if !ok { return fmt.Errorf("market %s is not defined", symbol) } var err error var trades []types.Trade if environ.SyncService != nil { tradingFeeCurrency := session.Exchange.PlatformFeeCurrency() if strings.HasPrefix(symbol, tradingFeeCurrency) { trades, err = environ.TradeService.QueryForTradingFeeCurrency(session.Exchange.Name(), symbol, tradingFeeCurrency) } else { trades, err = environ.TradeService.Query(service.QueryTradesOptions{ Exchange: session.Exchange.Name(), Symbol: symbol, }) } if err != nil { return err } log.Infof("symbol %s: %d trades loaded", symbol, len(trades)) } session.Trades[symbol] = &types.TradeSlice{Trades: trades} session.UserDataStream.OnTradeUpdate(func(trade types.Trade) { session.Trades[symbol].Append(trade) }) position := &Position{ Symbol: symbol, BaseCurrency: market.BaseCurrency, QuoteCurrency: market.QuoteCurrency, } position.AddTrades(trades) position.BindStream(session.UserDataStream) session.positions[symbol] = position orderStore := NewOrderStore(symbol) orderStore.AddOrderUpdate = true orderStore.BindStream(session.UserDataStream) session.orderStores[symbol] = orderStore marketDataStore := NewMarketDataStore(symbol) marketDataStore.BindStream(session.UserDataStream) session.marketDataStores[symbol] = marketDataStore standardIndicatorSet := NewStandardIndicatorSet(symbol, marketDataStore) session.standardIndicatorSets[symbol] = standardIndicatorSet // used kline intervals by the given symbol var usedKLineIntervals = map[types.Interval]struct{}{} // always subscribe the 1m kline so we can make sure the connection persists. usedKLineIntervals[types.Interval1m] = struct{}{} for _, sub := range session.Subscriptions { if sub.Channel != types.KLineChannel { continue } if sub.Options.Interval == "" { continue } if sub.Symbol == symbol { usedKLineIntervals[types.Interval(sub.Options.Interval)] = struct{}{} } } var lastPriceTime time.Time for interval := range usedKLineIntervals { // avoid querying the last unclosed kline endTime := environ.startTime.Add(-interval.Duration()) kLines, err := session.Exchange.QueryKLines(ctx, symbol, interval, types.KLineQueryOptions{ EndTime: &endTime, Limit: 1000, // indicators need at least 100 }) if err != nil { return err } if len(kLines) == 0 { log.Warnf("no kline data for interval %s (end time <= %s)", interval, environ.startTime) continue } // update last prices by the given kline lastKLine := kLines[len(kLines)-1] if lastPriceTime == emptyTime { session.lastPrices[symbol] = lastKLine.Close lastPriceTime = lastKLine.EndTime } else if lastKLine.EndTime.After(lastPriceTime) { session.lastPrices[symbol] = lastKLine.Close lastPriceTime = lastKLine.EndTime } for _, k := range kLines { // let market data store trigger the update, so that the indicator could be updated too. marketDataStore.AddKLine(k) } } log.Infof("%s last price: %f", symbol, session.lastPrices[symbol]) session.initializedSymbols[symbol] = struct{}{} return nil } func (session *ExchangeSession) StandardIndicatorSet(symbol string) (*StandardIndicatorSet, bool) { set, ok := session.standardIndicatorSets[symbol] return set, ok } func (session *ExchangeSession) Position(symbol string) (pos *Position, ok bool) { pos, ok = session.positions[symbol] if ok { return pos, ok } market, ok := session.markets[symbol] if !ok { return nil, false } pos = &Position{ Symbol: symbol, BaseCurrency: market.BaseCurrency, QuoteCurrency: market.QuoteCurrency, } ok = true session.positions[symbol] = pos return pos, ok } func (session *ExchangeSession) Positions() map[string]*Position { return session.positions } // MarketDataStore returns the market data store of a symbol func (session *ExchangeSession) MarketDataStore(symbol string) (s *MarketDataStore, ok bool) { s, ok = session.marketDataStores[symbol] return s, ok } func (session *ExchangeSession) StartPrice(symbol string) (price float64, ok bool) { price, ok = session.startPrices[symbol] return price, ok } func (session *ExchangeSession) LastPrice(symbol string) (price float64, ok bool) { price, ok = session.lastPrices[symbol] return price, ok } func (session *ExchangeSession) LastPrices() map[string]float64 { return session.lastPrices } func (session *ExchangeSession) Market(symbol string) (market types.Market, ok bool) { market, ok = session.markets[symbol] return market, ok } func (session *ExchangeSession) Markets() map[string]types.Market { return session.markets } func (session *ExchangeSession) OrderStore(symbol string) (store *OrderStore, ok bool) { store, ok = session.orderStores[symbol] return store, ok } func (session *ExchangeSession) OrderStores() map[string]*OrderStore { return session.orderStores } // Subscribe save the subscription info, later it will be assigned to the stream func (session *ExchangeSession) Subscribe(channel types.Channel, symbol string, options types.SubscribeOptions) *ExchangeSession { if channel == types.KLineChannel && len(options.Interval) == 0 { panic("subscription interval for kline can not be empty") } sub := types.Subscription{ Channel: channel, Symbol: symbol, Options: options, } // add to the loaded symbol table session.usedSymbols[symbol] = struct{}{} session.Subscriptions[sub] = sub return session } func (session *ExchangeSession) FormatOrder(order types.SubmitOrder) (types.SubmitOrder, error) { market, ok := session.Market(order.Symbol) if !ok { return order, fmt.Errorf("market is not defined: %s", order.Symbol) } order.Market = market switch order.Type { case types.OrderTypeStopMarket, types.OrderTypeStopLimit: order.StopPriceString = market.FormatPrice(order.StopPrice) } switch order.Type { case types.OrderTypeMarket, types.OrderTypeStopMarket: order.Price = 0.0 order.PriceString = "" default: order.PriceString = market.FormatPrice(order.Price) } order.QuantityString = market.FormatQuantity(order.Quantity) return order, nil } func (session *ExchangeSession) UpdatePrices(ctx context.Context) (err error) { if session.lastPriceUpdatedAt.After(time.Now().Add(-time.Hour)) { return nil } balances := session.Account.Balances() symbols := make([]string, len(balances)) for _, b := range balances { symbols = append(symbols, b.Currency+"USDT") } tickers, err := session.Exchange.QueryTickers(ctx, symbols...) if err != nil || len(tickers) == 0 { return err } for k, v := range tickers { session.lastPrices[k] = v.Last } session.lastPriceUpdatedAt = time.Now() return err } func (session *ExchangeSession) FindPossibleSymbols() (symbols []string, err error) { // If the session is an isolated margin session, there will be only the isolated margin symbol if session.Margin && session.IsolatedMargin { return []string{ session.IsolatedMarginSymbol, }, nil } var balances = session.Account.Balances() var fiatAssets []string for _, currency := range fiatCurrencies { if balance, ok := balances[currency]; ok && balance.Total() > 0 { fiatAssets = append(fiatAssets, currency) } } var symbolMap = map[string]struct{}{} for _, market := range session.Markets() { // ignore the markets that are not fiat currency markets if !util.StringSliceContains(fiatAssets, market.QuoteCurrency) { continue } // ignore the asset that we don't have in the balance sheet balance, hasAsset := balances[market.BaseCurrency] if !hasAsset || balance.Total() == 0 { continue } symbolMap[market.Symbol] = struct{}{} } for s := range symbolMap { symbols = append(symbols, s) } return symbols, nil }