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[add] ccinr策略

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This commit is contained in:
lychiyu 2024-07-28 22:37:49 +08:00
parent ef261d01f3
commit ae775303f6
4 changed files with 440 additions and 34 deletions
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35
config/ccinr.yaml
View File

@ -1,3 +1,11 @@
persistence:
json:
directory: var/data
redis:
host: 127.0.0.1
port: 6379
db: 0
sessions:
binance_futures:
exchange: binance
@ -7,16 +15,16 @@ sessions:
exchangeStrategies:
- on: binance_futures
ccinr:
# symbols:
# - ARUSDT
symbols:
- ARUSDT
# - BNBUSDT
# - BTCUSDT
# - ETHUSDT
# - ORDIUSDT
# - OPUSDT
# - OMUSDT
- ORDIUSDT
- OPUSDT
- OMUSDT
# - SOLUSDT
# - WIFUSDT
- WIFUSDT
# - DYDXUSDT
# - XRPUSDT
# - PEOPLEUSDT
@ -29,12 +37,17 @@ exchangeStrategies:
# - ENSUSDT
interval: 1m
symbol: ARUSDT
dryRun: false
nrCount: 4
strictMode: true
cciWindow: 20
longCCI: -150.0
shortCCI: 150.0
leverage: 5.0
profitRange: 0.25%
lossRange: 1%
amount: 20
# recalculate: false
# nr_count: 4
# dry_run: false
# # quantity: 3
# amount: 20
# leverage: 5.0
# profitRange: 0.5%
# lossRange: 10%
# strict_mode: true

19
pkg/indicator/v2/cci.go
View File

@ -44,7 +44,7 @@ func CCI(source types.Float64Source, window int) *CCIStream {
return s
}
func (s *CCIStream) Calculate(value float64) float64 {
func (s *CCIStream) Calculate1(value float64) float64 {
var tp = value
if s.TypicalPrice.Length() > 0 {
tp = s.TypicalPrice.Last(0) - s.source.Last(s.window) + value
@ -63,3 +63,20 @@ func (s *CCIStream) Calculate(value float64) float64 {
cci := (value - ma) / (0.015 * md)
return cci
}
func (s *CCIStream) Calculate(value float64) float64 {
ma := 0.
for i := 0; i < s.window; i++ {
ma += s.source.Last(i)
}
ma = ma / float64(s.window)
md := 0.
for i := 0; i < s.window; i++ {
md += math.Abs(s.source.Last(i) - ma)
}
md = md / float64(s.window)
cci := (value - ma) / (0.015 * md)
return cci
}

4
pkg/qbtrade/indicator_set.go
View File

@ -116,3 +116,7 @@ func (i *IndicatorSet) ADX(interval types.Interval, window int) *indicatorv2.ADX
func (i *IndicatorSet) NR(interval types.Interval, nrCount int, strictMode bool) *indicatorv2.NRStrean {
return indicatorv2.NR(i.KLines(interval), nrCount, strictMode)
}
func (i *IndicatorSet) CCI(interval types.Interval, window int) *indicatorv2.CCIStream {
return indicatorv2.CCI(indicatorv2.HLC3(i.KLines(interval)), window)
}

416
pkg/strategy/ccinr/strategy.go
View File

@ -4,10 +4,13 @@ import (
"context"
"fmt"
"git.qtrade.icu/lychiyu/qbtrade/pkg/exchange/binance"
"git.qtrade.icu/lychiyu/qbtrade/pkg/fixedpoint"
indicatorv2 "git.qtrade.icu/lychiyu/qbtrade/pkg/indicator/v2"
"git.qtrade.icu/lychiyu/qbtrade/pkg/qbtrade"
"git.qtrade.icu/lychiyu/qbtrade/pkg/strategy/common"
"git.qtrade.icu/lychiyu/qbtrade/pkg/types"
log "github.com/sirupsen/logrus"
"strings"
"sync"
)
@ -20,10 +23,54 @@ func init() {
type Strategy struct {
*common.Strategy
Symbol string `json:"symbol"`
Interval types.Interval `json:"interval"`
Market types.Market
Environment *qbtrade.Environment
markets map[string]types.Market
//Symbol string `json:"symbol"`
Symbols []string `json:"symbols"`
Interval types.Interval `json:"interval"`
NrCount int `json:"nrCount"`
StrictMode bool `json:"strictMode"`
DryRun bool `json:"dryRun"`
CCIWindow int `json:"cciWindow"`
LongCCI fixedpoint.Value `json:"longCCI"`
ShortCCI fixedpoint.Value `json:"shortCCI"`
Leverage fixedpoint.Value `json:"leverage"`
ProfitRange fixedpoint.Value `json:"profitRange"`
LossRange fixedpoint.Value `json:"lossRange"`
qbtrade.QuantityOrAmount
//Position *types.Position `persistence:"position"`
Positions map[string]*types.Position `persistence:"position"`
ProfitStats map[string]*types.ProfitStats `persistence:"profit_stats"`
ExchangeSession *qbtrade.ExchangeSession
orderExecutor *qbtrade.GeneralOrderExecutor
orderExecutors map[string]*qbtrade.GeneralOrderExecutor
qbtrade.StrategyController
Traded map[string]bool
TradeType map[string]string
TradeKLine map[string]types.KLine
// orders
LongOrder map[string]types.SubmitOrder
LongProfitOrder map[string]types.SubmitOrder
LongLossOrder map[string]types.SubmitOrder
ShortOrder map[string]types.SubmitOrder
ShortProfitOrder map[string]types.SubmitOrder
ShortLossOrder map[string]types.SubmitOrder
// 开仓
OpenTrade map[string][]types.Trade
// 清仓
EndTrade map[string][]types.Trade
OpenQuantity map[string]fixedpoint.Value
EndQuantity map[string]fixedpoint.Value
nr map[string]*indicatorv2.NRStrean
cci map[string]*indicatorv2.CCIStream
}
func (s *Strategy) ID() string {
@ -31,9 +78,9 @@ func (s *Strategy) ID() string {
}
func (s *Strategy) Subscribe(session *qbtrade.ExchangeSession) {
session.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{Interval: s.Interval})
if !qbtrade.IsBackTesting {
session.Subscribe(types.MarketTradeChannel, s.Symbol, types.SubscribeOptions{})
for _, symbol := range s.Symbols {
session.Subscribe(types.KLineChannel, symbol, types.SubscribeOptions{Interval: s.Interval})
session.Subscribe(types.MarketTradeChannel, symbol, types.SubscribeOptions{})
}
}
@ -45,22 +92,295 @@ func (s *Strategy) Initialize() error {
return nil
}
func (s *Strategy) Run(ctx context.Context, orderExecutor qbtrade.OrderExecutor, session *qbtrade.ExchangeSession) error {
s.ExchangeSession = session
func (s *Strategy) InstanceID() string {
return fmt.Sprintf("%s:%s:%s", ID, strings.Join(s.Symbols, "-"), s.Interval)
}
nr := session.Indicators(s.Symbol).NR(s.Interval, 4, true)
nr.OnUpdate(func(v float64) {
msg := fmt.Sprintf("交易信号：时间: %s, 最高价：%f，最低价:%f", nr.NrKLine.GetStartTime(), nr.NrKLine.High.Float64(), nr.NrKLine.Low.Float64())
qbtrade.Notify(msg)
fmt.Println(v)
func (s *Strategy) ClosePosition(ctx context.Context, percentage fixedpoint.Value) error {
return s.orderExecutor.ClosePosition(ctx, percentage)
}
func (s *Strategy) CurrentPosition() *types.Position {
return s.Position
}
func (s *Strategy) cancelOrders(ctx context.Context, symbol string) {
if len(s.orderExecutors[symbol].ActiveMakerOrders().Orders()) <= 0 {
return
}
log.Infof(fmt.Sprintf("[%s] the order is not filled, will cancel all orders", symbol))
if err := s.orderExecutors[symbol].GracefulCancel(ctx); err != nil {
log.WithError(err).Errorf("failed to cancel orders")
}
}
func (s *Strategy) placeOrders(ctx context.Context, kline types.KLine) {
symbol := kline.Symbol
orders, err := s.generateOrders(ctx, kline)
if err != nil {
log.WithError(err).Error(fmt.Sprintf("failed to generate orders (%s)", symbol))
return
}
log.Infof("orders: %+v", orders)
if s.DryRun {
log.Infof("dry run, not submitting orders (%s)", symbol)
return
}
createdOrders, err := s.orderExecutors[symbol].SubmitOrders(ctx, orders...)
if err != nil {
log.WithError(err).Error(fmt.Sprintf("failed to submit orders (%s)", symbol))
return
}
log.Infof("created orders (%s): %+v", symbol, createdOrders)
return
}
func (s *Strategy) generateOrders(ctx context.Context, kline types.KLine) ([]types.SubmitOrder, error) {
var orders []types.SubmitOrder
symbol := kline.Symbol
log.Infof(fmt.Sprintf("place order keline info: symbol %s, high %v, low %v, open %v, close %v", symbol,
kline.High.Float64(), kline.Low.Float64(), kline.Open.Float64(), kline.Close.Float64()))
placePrice := fixedpoint.Value(0)
if s.TradeType[symbol] == "long" {
placePrice = kline.Low
} else if s.TradeType[symbol] == "short" {
placePrice = kline.High
} else {
return orders, nil
}
// 下单数量
placeQuantity := s.QuantityOrAmount.CalculateQuantity(placePrice).Mul(s.Leverage)
log.Infof(fmt.Sprintf("will place order, price %v, quantity %v", placePrice.Float64(),
placeQuantity.Float64()))
s.ShortOrder[symbol] = types.SubmitOrder{
Symbol: symbol,
Side: types.SideTypeSell,
Type: types.OrderTypeLimit,
Price: placePrice,
PositionSide: types.PositionSideTypeShort,
Quantity: placeQuantity,
TimeInForce: types.TimeInForceGTC,
Market: s.Market,
}
s.ShortProfitOrder[symbol] = types.SubmitOrder{
Symbol: symbol,
Side: types.SideTypeBuy,
Type: types.OrderTypeTakeProfitMarket,
PositionSide: types.PositionSideTypeShort,
StopPrice: placePrice.Sub(placePrice.Mul(s.ProfitRange)),
TimeInForce: types.TimeInForceGTC,
Market: s.Market,
ClosePosition: true,
}
s.ShortLossOrder[symbol] = types.SubmitOrder{
Symbol: symbol,
Side: types.SideTypeBuy,
Type: types.OrderTypeStopMarket,
PositionSide: types.PositionSideTypeShort,
StopPrice: placePrice.Add(placePrice.Mul(s.LossRange)),
TimeInForce: types.TimeInForceGTC,
Market: s.Market,
ClosePosition: true,
}
s.LongOrder[symbol] = types.SubmitOrder{
Symbol: symbol,
Side: types.SideTypeBuy,
Type: types.OrderTypeLimit,
Price: placePrice,
PositionSide: types.PositionSideTypeLong,
Quantity: placeQuantity,
TimeInForce: types.TimeInForceGTC,
Market: s.Market,
}
s.LongProfitOrder[symbol] = types.SubmitOrder{
Symbol: symbol,
Side: types.SideTypeSell,
Type: types.OrderTypeTakeProfitMarket,
PositionSide: types.PositionSideTypeLong,
StopPrice: placePrice.Add(placePrice.Mul(s.ProfitRange)),
TimeInForce: types.TimeInForceGTC,
Market: s.Market,
ClosePosition: true,
}
s.LongLossOrder[symbol] = types.SubmitOrder{
Symbol: symbol,
Side: types.SideTypeSell,
Type: types.OrderTypeStopMarket,
PositionSide: types.PositionSideTypeLong,
StopPrice: placePrice.Sub(placePrice.Mul(s.LossRange)),
TimeInForce: types.TimeInForceGTC,
Market: s.Market,
ClosePosition: true,
}
if s.TradeType[symbol] == "short" {
// 挂空单
orders = append(orders, s.ShortOrder[symbol])
// 空单止盈
orders = append(orders, s.ShortProfitOrder[symbol])
// 空单止损
orders = append(orders, s.ShortLossOrder[symbol])
}
if s.TradeType[symbol] == "long" {
// 挂多单
orders = append(orders, s.LongOrder[symbol])
// 多单止盈
orders = append(orders, s.LongProfitOrder[symbol])
// 多单止损
orders = append(orders, s.LongLossOrder[symbol])
}
return orders, nil
}
func (s *Strategy) notifyProfit(ctx context.Context, symbol string) {
if s.EndQuantity[symbol] != s.OpenQuantity[symbol] {
return
}
profit := 0.
openProfit := fixedpoint.Value(0)
endProfit := fixedpoint.Value(0)
free := fixedpoint.Value(0)
var openMsgs []string
var endMsgs []string
// 开仓成本
for _, trade := range s.OpenTrade[symbol] {
openProfit = openProfit.Add(trade.Price.Mul(trade.Quantity))
free = free.Add(trade.Fee)
openMsgs = append(openMsgs, fmt.Sprintf("价格：%v, 数量：%v, 手续费：%v；",
trade.Price.Float64(), trade.Quantity.Float64(), trade.Fee.Float64()))
}
// 清仓资产
for _, trade := range s.EndTrade[symbol] {
endProfit = endProfit.Add(trade.Price.Mul(trade.Quantity))
free = free.Add(trade.Fee)
endMsgs = append(endMsgs, fmt.Sprintf("价格：%v, 数量：%v, 手续费：%v；",
trade.Price.Float64(), trade.Quantity.Float64(), trade.Fee.Float64()))
}
side := s.OpenTrade[symbol][0].Side
// 做多
if side == types.SideTypeBuy {
profit = (endProfit - openProfit - free).Float64()
}
// 做空
if side == types.SideTypeSell {
profit = (openProfit - endProfit - free).Float64()
}
msg := fmt.Sprintf("交易完成：\n 币种: %s, 方向：%v, 收益：%v, 手续费：%v \n Trade详情：\n 开仓Trade：\n %s\n 清仓Trade：\n %s",
symbol, s.TradeType, profit, free.Float64(), strings.Join(openMsgs, "\n"), strings.Join(endMsgs, "\n"))
log.Infof(msg)
qbtrade.Notify(msg)
// 重置
s.OpenTrade[symbol] = []types.Trade{}
s.EndTrade[symbol] = []types.Trade{}
s.OpenQuantity[symbol] = fixedpoint.Value(0)
s.EndQuantity[symbol] = fixedpoint.Value(0)
}
func (s *Strategy) Run(ctx context.Context, orderExecutor qbtrade.OrderExecutor, session *qbtrade.ExchangeSession) error {
s.ExchangeSession = session
s.markets = s.ExchangeSession.Markets()
s.Positions = make(map[string]*types.Position)
s.ProfitStats = make(map[string]*types.ProfitStats)
s.orderExecutors = make(map[string]*qbtrade.GeneralOrderExecutor)
s.Traded = make(map[string]bool)
s.TradeType = make(map[string]string)
s.TradeKLine = make(map[string]types.KLine)
s.ShortOrder = make(map[string]types.SubmitOrder)
s.ShortProfitOrder = make(map[string]types.SubmitOrder)
s.ShortLossOrder = make(map[string]types.SubmitOrder)
s.LongOrder = make(map[string]types.SubmitOrder)
s.LongProfitOrder = make(map[string]types.SubmitOrder)
s.LongLossOrder = make(map[string]types.SubmitOrder)
s.OpenTrade = make(map[string][]types.Trade)
s.EndTrade = make(map[string][]types.Trade)
s.OpenQuantity = make(map[string]fixedpoint.Value)
s.EndQuantity = make(map[string]fixedpoint.Value)
s.nr = make(map[string]*indicatorv2.NRStrean)
s.cci = make(map[string]*indicatorv2.CCIStream)
for _, symbol := range s.Symbols {
s.Positions[symbol] = types.NewPositionFromMarket(s.markets[symbol])
s.ProfitStats[symbol] = types.NewProfitStats(s.markets[symbol])
s.orderExecutors[symbol] = qbtrade.NewGeneralOrderExecutor(session, symbol, ID, s.InstanceID(), s.Positions[symbol])
s.orderExecutors[symbol].BindEnvironment(s.Environment)
_ = s.orderExecutors[symbol].GracefulCancel(ctx)
s.orderExecutors[symbol].BindProfitStats(s.ProfitStats[symbol])
s.orderExecutors[symbol].TradeCollector().OnPositionUpdate(func(position *types.Position) {
qbtrade.Sync(ctx, s)
})
s.orderExecutors[symbol].Bind()
// 初始化
s.Traded[symbol] = false
s.TradeType[symbol] = ""
}
qbtrade.Notify("CCINR策略开始执行...")
for _, symbol := range s.Symbols {
s.nr[symbol] = session.Indicators(symbol).NR(s.Interval, s.NrCount, s.StrictMode)
s.cci[symbol] = session.Indicators(symbol).CCI(s.Interval, s.CCIWindow)
}
session.MarketDataStream.OnKLineClosed(func(k types.KLine) {
for _, symbol := range s.Symbols {
if k.Symbol != symbol || k.Interval != s.Interval {
continue
}
if !s.Traded[symbol] {
// 如若在下一根k线未成交 则取消订单
s.cancelOrders(ctx, symbol)
}
s.TradeKLine[symbol] = k
}
})
//session.MarketDataStream.OnKLineClosed(func(k types.KLine) {
// if k.Symbol != s.Symbol || k.Interval != s.Interval {
// return
// }
// fmt.Println(k)
//})
for _, symbol := range s.Symbols {
sym := symbol
s.nr[sym].OnUpdate(func(v float64) {
if s.Traded[sym] {
return
}
cciV := s.cci[sym].Last(0)
if cciV <= s.LongCCI.Float64() {
s.TradeType[sym] = "long"
} else if cciV >= s.ShortCCI.Float64() {
s.TradeType[sym] = "short"
} else {
return
}
msg := fmt.Sprintf("交易信号：币种：%s, 方向 %s, 时间: %s, 最高价：%f，最低价:%f, CCI: %v",
sym, s.TradeType[sym], s.nr[sym].NrKLine.GetStartTime(), s.nr[sym].NrKLine.High.Float64(),
s.nr[sym].NrKLine.Low.Float64(), cciV)
qbtrade.Notify(msg)
tk := s.TradeKLine[sym]
s.placeOrders(ctx, tk)
})
}
//
//session.MarketDataStream.OnMarketTrade(func(trade types.Trade) {
// // handle market trade event here
@ -70,13 +390,67 @@ func (s *Strategy) Run(ctx context.Context, orderExecutor qbtrade.OrderExecutor,
b, ok := s.getBalance(ctx)
fmt.Println(b, ok)
session.UserDataStream.OnOrderUpdate(func(order types.Order) {
orderSymbol := order.Symbol
if order.Status == types.OrderStatusFilled {
log.Infof("your order is filled: %+v", order)
if order.Type == types.OrderTypeLimit && order.Side == types.SideTypeBuy {
log.Infof("the long order is filled: %+v,id is %d, symbol is %s, type is %s, status is %s",
order, order.OrderID, orderSymbol, order.Type, order.Status)
s.Traded[orderSymbol] = true
qbtrade.Notify("订单成交通知：\n 币种：%s, 方向：%s, 价格：%s, 数量：%s", order.Symbol, s.TradeType,
order.Price, order.Quantity)
}
if order.Type == types.OrderTypeLimit && order.Side == types.SideTypeSell {
log.Infof("the short order is filled: %+v,id is %d, symbol is %s, type is %s, status is %s",
order, order.OrderID, orderSymbol, order.Type, order.Status)
s.Traded[orderSymbol] = true
qbtrade.Notify("订单成交通知：\n 币种：%s, 方向：%s, 价格：%s, 数量：%s", order.Symbol, s.TradeType,
order.Price, order.Quantity)
}
if order.Type == types.OrderTypeMarket {
log.Infof("the loss or profit order is filled: %+v,id is %d, symbol is %s, type is %s, "+
"status is %s", order, order.OrderID, orderSymbol, order.Type, order.Status)
qbtrade.Notify("订单止盈或止损通知：\n %s", order.Symbol)
s.Traded[orderSymbol] = false
s.TradeType[orderSymbol] = ""
} else {
log.Infof("the order is: %+v,id is %d, symbol is %s, type is %s, status is %s",
order, order.OrderID, orderSymbol, order.Type, order.Status)
}
}
})
session.UserDataStream.OnTradeUpdate(func(trade types.Trade) {
log.Infof("trade price %f, fee %f %s", trade.Price.Float64(), trade.Fee.Float64(), trade.FeeCurrency)
symbol := trade.Symbol
if (trade.Side == types.SideTypeBuy && s.TradeType[symbol] == "long") || (trade.Side == types.SideTypeSell && s.TradeType[symbol] == "short") {
s.OpenTrade[symbol] = append(s.OpenTrade[symbol], trade)
s.OpenQuantity[symbol] += trade.Quantity
}
if (trade.Side == types.SideTypeSell && s.TradeType[symbol] == "long") || (trade.Side == types.SideTypeBuy && s.TradeType[symbol] == "short") {
s.EndTrade[symbol] = append(s.EndTrade[symbol], trade)
s.EndQuantity[symbol] += trade.Quantity
s.notifyProfit(ctx, symbol)
}
log.Infof("trade: symbol %s, side %s, price %f, fee %f, quantity %f, buyer %v, maker %v",
symbol, trade.Side, trade.Price.Float64(), trade.Fee.Float64(), trade.Quantity.Float64(),
trade.IsBuyer, trade.IsMaker)
})
s.OnSuspend(func() {
// Cancel active orders
for _, symbol := range s.Symbols {
_ = s.orderExecutors[symbol].GracefulCancel(ctx)
}
})
s.OnEmergencyStop(func() {
// Cancel active orders
for _, symbol := range s.Symbols {
_ = s.orderExecutors[symbol].GracefulCancel(ctx)
}
// Close 100% position
//_ = s.ClosePosition(ctx, fixedpoint.One)
})
qbtrade.OnShutdown(ctx, func(ctx context.Context, wg *sync.WaitGroup) {
@ -101,8 +475,6 @@ func (s *Strategy) handleBalanceUpdate(balances types.BalanceMap) {
}
func (s *Strategy) handleBinanceBalanceUpdateEvent(event *binance.BalanceUpdateEvent) {
qbtrade.Notify(event)
account := s.ExchangeSession.GetAccount()
fmt.Println(account)