package cmd import ( "context" "errors" "fmt" "sort" "strings" "time" log "github.com/sirupsen/logrus" "github.com/spf13/cobra" "git.qtrade.icu/lychiyu/bbgo/pkg/accounting/pnl" "git.qtrade.icu/lychiyu/bbgo/pkg/bbgo" "git.qtrade.icu/lychiyu/bbgo/pkg/service" "git.qtrade.icu/lychiyu/bbgo/pkg/types" ) func init() { PnLCmd.Flags().StringArray("session", []string{}, "target exchange sessions") PnLCmd.Flags().String("symbol", "", "trading symbol") PnLCmd.Flags().Bool("include-transfer", false, "convert transfer records into trades") PnLCmd.Flags().Bool("sync", false, "sync before loading trades") PnLCmd.Flags().String("since", "", "query trades from a time point") PnLCmd.Flags().Uint64("limit", 0, "number of trades") RootCmd.AddCommand(PnLCmd) } var PnLCmd = &cobra.Command{ Use: "pnl", Short: "Average Cost Based PnL Calculator", Long: "This command calculates the average cost-based profit from your total trades", SilenceUsage: true, RunE: func(cmd *cobra.Command, args []string) error { ctx := context.Background() sessionNames, err := cmd.Flags().GetStringArray("session") if err != nil { return err } if len(sessionNames) == 0 { return errors.New("--session [SESSION] is required") } wantSync, err := cmd.Flags().GetBool("sync") if err != nil { return err } symbol, err := cmd.Flags().GetString("symbol") if err != nil { return err } if len(symbol) == 0 { return errors.New("--symbol [SYMBOL] is required") } // this is the default since since := time.Now().AddDate(-1, 0, 0) sinceOpt, err := cmd.Flags().GetString("since") if err != nil { return err } if sinceOpt != "" { lt, err := types.ParseLooseFormatTime(sinceOpt) if err != nil { return err } since = lt.Time() } until := time.Now() includeTransfer, err := cmd.Flags().GetBool("include-transfer") if err != nil { return err } limit, err := cmd.Flags().GetUint64("limit") if err != nil { return err } environ := bbgo.NewEnvironment() if err := environ.ConfigureDatabase(ctx, userConfig); err != nil { return err } if err := environ.ConfigureExchangeSessions(userConfig); err != nil { return err } for _, sessionName := range sessionNames { session, ok := environ.Session(sessionName) if !ok { return fmt.Errorf("session %s not found", sessionName) } if wantSync { if err := environ.SyncSession(ctx, session, symbol); err != nil { return err } } if includeTransfer { exchange := session.Exchange market, _ := session.Market(symbol) transferService, ok := exchange.(types.ExchangeTransferService) if !ok { return fmt.Errorf("session exchange %s does not implement transfer service", sessionName) } deposits, err := transferService.QueryDepositHistory(ctx, market.BaseCurrency, since, until) if err != nil { return err } _ = deposits withdrawals, err := transferService.QueryWithdrawHistory(ctx, market.BaseCurrency, since, until) if err != nil { return err } sort.Slice(withdrawals, func(i, j int) bool { a := withdrawals[i].ApplyTime.Time() b := withdrawals[j].ApplyTime.Time() return a.Before(b) }) // we need the backtest klines for the daily prices backtestService := &service.BacktestService{DB: environ.DatabaseService.DB} if err := backtestService.Sync(ctx, exchange, symbol, types.Interval1d, since, until); err != nil { return err } } } if err = environ.Init(ctx); err != nil { return err } session, _ := environ.Session(sessionNames[0]) exchange := session.Exchange var trades []types.Trade tradingFeeCurrency := exchange.PlatformFeeCurrency() if strings.HasPrefix(symbol, tradingFeeCurrency) { log.Infof("loading all trading fee currency related trades: %s", symbol) trades, err = environ.TradeService.QueryForTradingFeeCurrency(exchange.Name(), symbol, tradingFeeCurrency) } else { trades, err = environ.TradeService.Query(service.QueryTradesOptions{ Symbol: symbol, Limit: limit, Sessions: sessionNames, Since: &since, }) } if err != nil { return err } if len(trades) == 0 { return errors.New("empty trades, you need to run sync command to sync the trades from the exchange first") } trades = types.SortTradesAscending(trades) log.Infof("%d trades loaded", len(trades)) tickers, err := exchange.QueryTickers(ctx, symbol) if err != nil { return err } currentTick, ok := tickers[symbol] if !ok { return errors.New("no ticker data for current price") } market, ok := session.Market(symbol) if !ok { return fmt.Errorf("market not found: %s, %s", symbol, session.Exchange.Name()) } currentPrice := currentTick.Last calculator := &pnl.AverageCostCalculator{ TradingFeeCurrency: tradingFeeCurrency, Market: market, } report := calculator.Calculate(symbol, trades, currentPrice) report.Print() log.Warnf("note that if you're using cross-exchange arbitrage, the PnL won't be accurate") log.Warnf("withdrawal and deposits are not considered in the PnL") return nil }, }