mirror of
https://github.com/lukewilson2002/autotrader.git
synced 2025-08-02 21:19:33 +00:00
Implemented backtesting orders
This commit is contained in:
161
backtesting.go
161
backtesting.go
@@ -2,11 +2,17 @@ package autotrader
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import (
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"errors"
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"strconv"
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"time"
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df "github.com/rocketlaunchr/dataframe-go"
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"golang.org/x/exp/rand"
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)
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var ErrNoData = errors.New("no data")
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var (
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ErrEOF = errors.New("end of the input data")
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ErrNoData = errors.New("no data")
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)
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func Backtest(trader *Trader) {
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trader.Tick()
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@@ -17,11 +23,32 @@ type TestBroker struct {
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Data *df.DataFrame
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Cash float64
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Leverage float64
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Spread float64 // Number of pips to add to the price when buying and subtract when selling. (Forex)
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StartCandles int
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candles int
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candleCount int // The number of candles anyone outside this broker has seen. Also equal to the number of times Candles has been called.
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orders []Order
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positions []Position
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}
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func (b *TestBroker) Candles(symbol string, frequency string, count int) (*df.DataFrame, error) {
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// Check if we reached the end of the existing data.
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if b.Data != nil && b.candleCount >= b.Data.NRows() {
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return b.Data.Copy(), ErrEOF
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}
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// Catch up to the start candles.
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if b.candleCount < b.StartCandles {
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b.candleCount = b.StartCandles
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} else {
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b.candleCount++
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}
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return b.candles(symbol, frequency, count)
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}
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// candles does the same as the public Candles except it doesn't increment b.candleCount so that it can be used
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// internally to fetch candles without incrementing the count.
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func (b *TestBroker) candles(symbol string, frequency string, count int) (*df.DataFrame, error) {
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if b.DataBroker != nil && b.Data == nil {
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// Fetch a lot of candles from the broker so we don't keep asking.
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candles, err := b.DataBroker.Candles(symbol, frequency, Max(count, 1000))
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@@ -33,37 +60,143 @@ func (b *TestBroker) Candles(symbol string, frequency string, count int) (*df.Da
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return nil, ErrNoData
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}
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// Check if we reached the end of the existing data.
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if b.candles >= b.Data.NRows() {
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return nil, nil
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}
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// TODO: check if count > our rows if we are using a data broker and then fetch more data if so.
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// Catch up to the start candles.
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if b.candles < b.StartCandles {
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b.candles = b.StartCandles
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} else {
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b.candles++
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if b.candleCount < b.StartCandles {
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b.candleCount = b.StartCandles
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}
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end := b.candles - 1
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start := Max(b.candles-count, 0)
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// We use a Max(b.candleCount, 1) because we want to return at least 1 candle (even if b.candleCount is 0),
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// which may happen if we call this function before the first call to Candles.
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end := Max(b.candleCount, 1) - 1
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start := Max(Max(b.candleCount, 1)-count, 0)
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return b.Data.Copy(df.Range{Start: &start, End: &end}), nil
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}
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func (b *TestBroker) MarketOrder(symbol string, units float64, stopLoss, takeProfit float64) (Order, error) {
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return nil, nil
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if b.Data == nil { // The dataBroker could have data but nobody has called Candles, yet.
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if b.DataBroker == nil {
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return nil, ErrNoData
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}
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_, err := b.candles("", "", 1) // Fetch 1 candle.
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if err != nil {
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return nil, err
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}
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}
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closeIdx, err := b.Data.NameToColumn("Close")
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if err != nil {
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return nil, err
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}
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price := b.Data.Series[closeIdx].Value(Max(b.candleCount-1, 0)).(float64) // Get the last close price.
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// Instantly fulfill the order.
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b.Cash -= price * units * LeverageToMargin(b.Leverage)
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position := &TestPosition{}
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order := &TestOrder{
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id: strconv.Itoa(rand.Int()),
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leverage: b.Leverage,
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position: position,
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price: price,
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symbol: symbol,
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stopLoss: stopLoss,
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takeProfit: takeProfit,
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time: time.Now(),
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orderType: MarketOrder,
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units: units,
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}
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b.orders = append(b.orders, order)
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b.positions = append(b.positions, position)
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return order, nil
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}
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func (b *TestBroker) NAV() float64 {
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return b.Cash
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}
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func NewTestBroker(dataBroker Broker, data *df.DataFrame, cash, leverage float64, startCandles int) *TestBroker {
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func (b *TestBroker) Orders() []Order {
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return b.orders
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}
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func (b *TestBroker) Positions() []Position {
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return b.positions
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}
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func NewTestBroker(dataBroker Broker, data *df.DataFrame, cash, leverage, spread float64, startCandles int) *TestBroker {
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return &TestBroker{
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DataBroker: dataBroker,
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Data: data,
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Cash: cash,
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Leverage: Max(leverage, 1),
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Spread: spread,
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StartCandles: Max(startCandles-1, 0),
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}
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}
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type TestPosition struct {
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}
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type TestOrder struct {
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id string
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leverage float64
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position *TestPosition
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price float64
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symbol string
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stopLoss float64
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takeProfit float64
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time time.Time
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orderType OrderType
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units float64
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}
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func (o *TestOrder) Cancel() error {
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return ErrCancelFailed
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}
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func (o *TestOrder) Fulfilled() bool {
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return o.position != nil
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}
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func (o *TestOrder) Id() string {
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return o.id
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}
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func (o *TestOrder) Leverage() float64 {
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return o.leverage
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}
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func (o *TestOrder) Position() Position {
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return o.position
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}
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func (o *TestOrder) Price() float64 {
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return o.price
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}
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func (o *TestOrder) Symbol() string {
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return o.symbol
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}
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func (o *TestOrder) StopLoss() float64 {
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return o.stopLoss
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}
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func (o *TestOrder) TakeProfit() float64 {
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return o.takeProfit
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}
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func (o *TestOrder) Time() time.Time {
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return o.time
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}
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func (o *TestOrder) Type() OrderType {
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return o.orderType
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}
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func (o *TestOrder) Units() float64 {
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return o.units
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}
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