Files
gocryptotrader/backtester/engine/backtest.go
Scott 2232478415 backtester: run manager (#1040)
* begins defining run management options

* fleshes out concept

* completes fund manager and RPC commands

* coverage and improvements

* adds coverage, and bad log concept

* simplifies output at expense of races

* removes run logging for now. tightens races. adds cov

* Lints thine splints

* Fixes stopping and clearing bugs

* some niteroos

* fix races
2022-09-30 14:15:10 +10:00

651 lines
19 KiB
Go

package engine
import (
"errors"
"fmt"
"sync"
"time"
"github.com/gofrs/uuid"
"github.com/thrasher-corp/gocryptotrader/backtester/common"
"github.com/thrasher-corp/gocryptotrader/backtester/data"
"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/eventholder"
"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/exchange"
"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/portfolio"
"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/portfolio/compliance"
"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/portfolio/holdings"
"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/statistics"
"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/strategies/base"
"github.com/thrasher-corp/gocryptotrader/backtester/eventtypes/fill"
"github.com/thrasher-corp/gocryptotrader/backtester/eventtypes/order"
"github.com/thrasher-corp/gocryptotrader/backtester/eventtypes/signal"
"github.com/thrasher-corp/gocryptotrader/backtester/funding"
gctcommon "github.com/thrasher-corp/gocryptotrader/common"
"github.com/thrasher-corp/gocryptotrader/currency"
gctexchange "github.com/thrasher-corp/gocryptotrader/exchanges"
"github.com/thrasher-corp/gocryptotrader/exchanges/asset"
gctorder "github.com/thrasher-corp/gocryptotrader/exchanges/order"
"github.com/thrasher-corp/gocryptotrader/log"
)
// New returns a new BackTest instance
func New() (*BackTest, error) {
bt := &BackTest{
shutdown: make(chan struct{}),
Datas: &data.HandlerPerCurrency{},
EventQueue: &eventholder.Holder{},
}
err := bt.SetupMetaData()
if err != nil {
return nil, err
}
return bt, nil
}
// Reset BackTest values to default
func (bt *BackTest) Reset() {
bt.EventQueue.Reset()
bt.Datas.Reset()
bt.Portfolio.Reset()
bt.Statistic.Reset()
bt.Exchange.Reset()
bt.Funding.Reset()
bt.exchangeManager = nil
bt.orderManager = nil
bt.databaseManager = nil
}
// ExecuteStrategy executes the strategy using the provided configs
func (bt *BackTest) ExecuteStrategy(waitForOfflineCompletion bool) error {
if bt == nil {
return gctcommon.ErrNilPointer
}
bt.m.Lock()
if bt.MetaData.DateLoaded.IsZero() {
bt.m.Unlock()
return errNotSetup
}
if !bt.MetaData.Closed && !bt.MetaData.DateStarted.IsZero() {
bt.m.Unlock()
return fmt.Errorf("%w %v %v", errRunIsRunning, bt.MetaData.ID, bt.MetaData.Strategy)
}
if bt.MetaData.Closed {
bt.m.Unlock()
return fmt.Errorf("%w %v %v", errAlreadyRan, bt.MetaData.ID, bt.MetaData.Strategy)
}
bt.MetaData.DateStarted = time.Now()
liveTesting := bt.MetaData.LiveTesting
bt.m.Unlock()
var wg sync.WaitGroup
if waitForOfflineCompletion {
wg.Add(1)
}
go func() {
if waitForOfflineCompletion {
defer wg.Done()
}
if liveTesting {
if waitForOfflineCompletion {
log.Errorf(common.Backtester, "%v cannot wait for completion of a live test", errCannotHandleRequest)
return
}
err := bt.RunLive()
if err != nil {
log.Error(log.Global, err)
}
} else {
bt.Run()
close(bt.shutdown)
bt.m.Lock()
bt.MetaData.Closed = true
bt.MetaData.DateEnded = time.Now()
bt.m.Unlock()
err := bt.Statistic.CalculateAllResults()
if err != nil {
log.Error(log.Global, err)
return
}
err = bt.Reports.GenerateReport()
if err != nil {
log.Error(log.Global, err)
}
}
}()
wg.Wait()
return nil
}
// Run will iterate over loaded data events
// save them and then handle the event based on its type
func (bt *BackTest) Run() {
if bt.MetaData.DateLoaded.IsZero() {
return
}
log.Info(common.Backtester, "Running backtester against pre-defined data")
dataLoadingIssue:
for ev := bt.EventQueue.NextEvent(); ; ev = bt.EventQueue.NextEvent() {
if ev == nil {
dataHandlerMap := bt.Datas.GetAllData()
var hasProcessedData bool
for exchangeName, exchangeMap := range dataHandlerMap {
for assetItem, assetMap := range exchangeMap {
for currencyPair, dataHandler := range assetMap {
d := dataHandler.Next()
if d == nil {
if !bt.hasHandledEvent {
log.Errorf(common.Backtester, "Unable to perform `Next` for %v %v %v", exchangeName, assetItem, currencyPair)
}
break dataLoadingIssue
}
if bt.Strategy.UsingSimultaneousProcessing() && hasProcessedData {
// only append one event, as simultaneous processing
// will retrieve all relevant events to process under
// processSimultaneousDataEvents()
continue
}
bt.EventQueue.AppendEvent(d)
hasProcessedData = true
}
}
}
} else {
err := bt.handleEvent(ev)
if err != nil {
log.Error(common.Backtester, err)
}
}
if !bt.hasHandledEvent {
bt.hasHandledEvent = true
}
}
}
// handleEvent is the main processor of data for the backtester
// after data has been loaded and Run has appended a data event to the queue,
// handle event will process events and add further events to the queue if they
// are required
func (bt *BackTest) handleEvent(ev common.EventHandler) error {
if ev == nil {
return fmt.Errorf("cannot handle event %w", errNilData)
}
funds, err := bt.Funding.GetFundingForEvent(ev)
if err != nil {
return err
}
if bt.Funding.HasFutures() {
err = bt.Funding.UpdateCollateral(ev)
if err != nil {
return err
}
}
switch eType := ev.(type) {
case common.DataEventHandler:
if bt.Strategy.UsingSimultaneousProcessing() {
err = bt.processSimultaneousDataEvents()
} else {
err = bt.processSingleDataEvent(eType, funds.FundReleaser())
}
case signal.Event:
err = bt.processSignalEvent(eType, funds.FundReserver())
case order.Event:
err = bt.processOrderEvent(eType, funds.FundReleaser())
case fill.Event:
err = bt.processFillEvent(eType, funds.FundReleaser())
default:
return fmt.Errorf("handleEvent %w %T received, could not process",
errUnhandledDatatype,
ev)
}
if err != nil {
return err
}
bt.Funding.CreateSnapshot(ev.GetTime())
return nil
}
// processSingleDataEvent will pass the event to the strategy and determine how it should be handled
func (bt *BackTest) processSingleDataEvent(ev common.DataEventHandler, funds funding.IFundReleaser) error {
err := bt.updateStatsForDataEvent(ev, funds)
if err != nil {
return err
}
d, err := bt.Datas.GetDataForCurrency(ev)
if err != nil {
return err
}
s, err := bt.Strategy.OnSignal(d, bt.Funding, bt.Portfolio)
if err != nil {
if errors.Is(err, base.ErrTooMuchBadData) {
// too much bad data is a severe error and backtesting must cease
return err
}
log.Errorf(common.Backtester, "OnSignal %v", err)
return nil
}
err = bt.Statistic.SetEventForOffset(s)
if err != nil {
log.Errorf(common.Backtester, "SetEventForOffset %v", err)
}
bt.EventQueue.AppendEvent(s)
return nil
}
// processSimultaneousDataEvents determines what signal events are generated and appended
// to the event queue. It will pass all currency events to the strategy to determine what
// currencies to act upon
func (bt *BackTest) processSimultaneousDataEvents() error {
var dataEvents []data.Handler
dataHandlerMap := bt.Datas.GetAllData()
for _, exchangeMap := range dataHandlerMap {
for _, assetMap := range exchangeMap {
for _, dataHandler := range assetMap {
latestData := dataHandler.Latest()
funds, err := bt.Funding.GetFundingForEvent(latestData)
if err != nil {
return err
}
err = bt.updateStatsForDataEvent(latestData, funds.FundReleaser())
if err != nil {
switch {
case errors.Is(err, statistics.ErrAlreadyProcessed):
continue
case errors.Is(err, gctorder.ErrPositionLiquidated):
return nil
default:
log.Error(common.Backtester, err)
}
}
dataEvents = append(dataEvents, dataHandler)
}
}
}
signals, err := bt.Strategy.OnSimultaneousSignals(dataEvents, bt.Funding, bt.Portfolio)
if err != nil {
if errors.Is(err, base.ErrTooMuchBadData) {
// too much bad data is a severe error and backtesting must cease
return err
}
log.Errorf(common.Backtester, "OnSimultaneousSignals %v", err)
return nil
}
for i := range signals {
err = bt.Statistic.SetEventForOffset(signals[i])
if err != nil {
log.Errorf(common.Backtester, "SetEventForOffset %v %v %v %v", signals[i].GetExchange(), signals[i].GetAssetType(), signals[i].Pair(), err)
}
bt.EventQueue.AppendEvent(signals[i])
}
return nil
}
// updateStatsForDataEvent makes various systems aware of price movements from
// data events
func (bt *BackTest) updateStatsForDataEvent(ev common.DataEventHandler, funds funding.IFundReleaser) error {
if ev == nil {
return common.ErrNilEvent
}
if funds == nil {
return fmt.Errorf("%v %v %v %w missing fund releaser", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), common.ErrNilArguments)
}
// update statistics with the latest price
err := bt.Statistic.SetupEventForTime(ev)
if err != nil {
if errors.Is(err, statistics.ErrAlreadyProcessed) {
return err
}
log.Errorf(common.Backtester, "SetupEventForTime %v", err)
}
// update portfolio manager with the latest price
err = bt.Portfolio.UpdateHoldings(ev, funds)
if err != nil {
log.Errorf(common.Backtester, "UpdateHoldings %v", err)
}
if ev.GetAssetType().IsFutures() {
var cr funding.ICollateralReleaser
cr, err = funds.CollateralReleaser()
if err != nil {
return err
}
err = bt.Portfolio.UpdatePNL(ev, ev.GetClosePrice())
if err != nil {
if errors.Is(err, gctorder.ErrPositionNotFound) {
// if there is no position yet, there's nothing to update
return nil
}
if !errors.Is(err, gctorder.ErrPositionLiquidated) {
return fmt.Errorf("UpdatePNL %v", err)
}
}
var pnl *portfolio.PNLSummary
pnl, err = bt.Portfolio.GetLatestPNLForEvent(ev)
if err != nil {
return err
}
if pnl.Result.IsLiquidated {
return nil
}
err = bt.Portfolio.CheckLiquidationStatus(ev, cr, pnl)
if err != nil {
if errors.Is(err, gctorder.ErrPositionLiquidated) {
liquidErr := bt.triggerLiquidationsForExchange(ev, pnl)
if liquidErr != nil {
return liquidErr
}
}
return err
}
return bt.Statistic.AddPNLForTime(pnl)
}
return nil
}
func (bt *BackTest) triggerLiquidationsForExchange(ev common.DataEventHandler, pnl *portfolio.PNLSummary) error {
if ev == nil {
return common.ErrNilEvent
}
if pnl == nil {
return fmt.Errorf("%w pnl summary", common.ErrNilArguments)
}
orders, err := bt.Portfolio.CreateLiquidationOrdersForExchange(ev, bt.Funding)
if err != nil {
return err
}
for i := range orders {
// these orders are raising events for event offsets
// which may not have been processed yet
// this will create and store stats for each order
// then liquidate it at the funding level
var datas data.Handler
datas, err = bt.Datas.GetDataForCurrency(orders[i])
if err != nil {
return err
}
latest := datas.Latest()
err = bt.Statistic.SetupEventForTime(latest)
if err != nil && !errors.Is(err, statistics.ErrAlreadyProcessed) {
return err
}
bt.EventQueue.AppendEvent(orders[i])
err = bt.Statistic.SetEventForOffset(orders[i])
if err != nil {
log.Errorf(common.Backtester, "SetupEventForTime %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
bt.Funding.Liquidate(orders[i])
}
pnl.Result.IsLiquidated = true
pnl.Result.Status = gctorder.Liquidated
return bt.Statistic.AddPNLForTime(pnl)
}
// processSignalEvent receives an event from the strategy for processing under the portfolio
func (bt *BackTest) processSignalEvent(ev signal.Event, funds funding.IFundReserver) error {
if ev == nil {
return common.ErrNilEvent
}
if funds == nil {
return fmt.Errorf("%w funds", common.ErrNilArguments)
}
cs, err := bt.Exchange.GetCurrencySettings(ev.GetExchange(), ev.GetAssetType(), ev.Pair())
if err != nil {
log.Errorf(common.Backtester, "GetCurrencySettings %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
return fmt.Errorf("GetCurrencySettings %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
var o *order.Order
o, err = bt.Portfolio.OnSignal(ev, &cs, funds)
if err != nil {
log.Errorf(common.Backtester, "OnSignal %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
return fmt.Errorf("OnSignal %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
err = bt.Statistic.SetEventForOffset(o)
if err != nil {
return fmt.Errorf("SetEventForOffset %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
bt.EventQueue.AppendEvent(o)
return nil
}
func (bt *BackTest) processOrderEvent(ev order.Event, funds funding.IFundReleaser) error {
if ev == nil {
return common.ErrNilEvent
}
if funds == nil {
return fmt.Errorf("%w funds", common.ErrNilArguments)
}
d, err := bt.Datas.GetDataForCurrency(ev)
if err != nil {
return err
}
f, err := bt.Exchange.ExecuteOrder(ev, d, bt.orderManager, funds)
if err != nil {
if f == nil {
log.Errorf(common.Backtester, "ExecuteOrder fill event should always be returned, please fix, %v", err)
return fmt.Errorf("ExecuteOrder fill event should always be returned, please fix, %v", err)
}
if !errors.Is(err, exchange.ErrCannotTransact) {
log.Errorf(common.Backtester, "ExecuteOrder %v %v %v %v", f.GetExchange(), f.GetAssetType(), f.Pair(), err)
}
}
err = bt.Statistic.SetEventForOffset(f)
if err != nil {
log.Errorf(common.Backtester, "SetEventForOffset %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
bt.EventQueue.AppendEvent(f)
return nil
}
func (bt *BackTest) processFillEvent(ev fill.Event, funds funding.IFundReleaser) error {
t, err := bt.Portfolio.OnFill(ev, funds)
if err != nil {
return fmt.Errorf("OnFill %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
err = bt.Statistic.SetEventForOffset(t)
if err != nil {
log.Errorf(common.Backtester, "SetEventForOffset %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
var holding *holdings.Holding
holding, err = bt.Portfolio.ViewHoldingAtTimePeriod(ev)
if err != nil {
log.Error(common.Backtester, err)
}
if holding == nil {
log.Error(common.Backtester, "ViewHoldingAtTimePeriod why is holdings nil?")
} else {
err = bt.Statistic.AddHoldingsForTime(holding)
if err != nil {
log.Errorf(common.Backtester, "AddHoldingsForTime %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
}
var cp *compliance.Manager
cp, err = bt.Portfolio.GetComplianceManager(ev.GetExchange(), ev.GetAssetType(), ev.Pair())
if err != nil {
log.Errorf(common.Backtester, "GetComplianceManager %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
snap := cp.GetLatestSnapshot()
err = bt.Statistic.AddComplianceSnapshotForTime(snap, ev)
if err != nil {
log.Errorf(common.Backtester, "AddComplianceSnapshotForTime %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
fde := ev.GetFillDependentEvent()
if fde != nil && !fde.IsNil() {
// some events can only be triggered on a successful fill event
fde.SetOffset(ev.GetOffset())
err = bt.Statistic.SetEventForOffset(fde)
if err != nil {
log.Errorf(common.Backtester, "SetEventForOffset %v %v %v %v", fde.GetExchange(), fde.GetAssetType(), fde.Pair(), err)
}
od := ev.GetOrder()
if fde.MatchOrderAmount() && od != nil {
fde.SetAmount(ev.GetAmount())
}
fde.AppendReasonf("raising event after %v %v %v fill", ev.GetExchange(), ev.GetAssetType(), ev.Pair())
bt.EventQueue.AppendEvent(fde)
}
if ev.GetAssetType().IsFutures() {
return bt.processFuturesFillEvent(ev, funds)
}
return nil
}
func (bt *BackTest) processFuturesFillEvent(ev fill.Event, funds funding.IFundReleaser) error {
if ev.GetOrder() != nil {
pnl, err := bt.Portfolio.TrackFuturesOrder(ev, funds)
if err != nil && !errors.Is(err, gctorder.ErrSubmissionIsNil) {
return fmt.Errorf("TrackFuturesOrder %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
var exch gctexchange.IBotExchange
exch, err = bt.exchangeManager.GetExchangeByName(ev.GetExchange())
if err != nil {
return fmt.Errorf("GetExchangeByName %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
rPNL := pnl.GetRealisedPNL()
if !rPNL.PNL.IsZero() {
var receivingCurrency currency.Code
var receivingAsset asset.Item
receivingCurrency, receivingAsset, err = exch.GetCurrencyForRealisedPNL(ev.GetAssetType(), ev.Pair())
if err != nil {
return fmt.Errorf("GetCurrencyForRealisedPNL %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
err = bt.Funding.RealisePNL(ev.GetExchange(), receivingAsset, receivingCurrency, rPNL.PNL)
if err != nil {
return fmt.Errorf("RealisePNL %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
}
err = bt.Statistic.AddPNLForTime(pnl)
if err != nil {
log.Errorf(common.Backtester, "AddHoldingsForTime %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
}
err := bt.Funding.UpdateCollateral(ev)
if err != nil {
return fmt.Errorf("UpdateCollateral %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
}
return nil
}
// Stop shuts down the live data loop
func (bt *BackTest) Stop() {
if bt == nil {
return
}
bt.m.Lock()
defer bt.m.Unlock()
if bt.MetaData.Closed {
return
}
close(bt.shutdown)
bt.MetaData.Closed = true
bt.MetaData.DateEnded = time.Now()
err := bt.Statistic.CalculateAllResults()
if err != nil {
log.Error(log.Global, err)
return
}
err = bt.Reports.GenerateReport()
if err != nil {
log.Error(log.Global, err)
}
}
// GenerateSummary creates a summary of a backtesting/livestrategy run
// this summary contains many details of a run
func (bt *BackTest) GenerateSummary() (*RunSummary, error) {
if bt == nil {
return nil, gctcommon.ErrNilPointer
}
bt.m.Lock()
defer bt.m.Unlock()
return &RunSummary{
MetaData: bt.MetaData,
}, nil
}
// SetupMetaData will populate metadata fields
func (bt *BackTest) SetupMetaData() error {
if bt == nil {
return gctcommon.ErrNilPointer
}
bt.m.Lock()
defer bt.m.Unlock()
if !bt.MetaData.ID.IsNil() && !bt.MetaData.DateLoaded.IsZero() {
// already setup
return nil
}
id, err := uuid.NewV4()
if err != nil {
return err
}
bt.MetaData.ID = id
bt.MetaData.DateLoaded = time.Now()
return nil
}
// IsRunning checks if the run is running
func (bt *BackTest) IsRunning() bool {
if bt == nil {
return false
}
bt.m.Lock()
defer bt.m.Unlock()
return !bt.MetaData.DateStarted.IsZero() && !bt.MetaData.Closed
}
// HasRan checks if the run has been ran
func (bt *BackTest) HasRan() bool {
if bt == nil {
return false
}
bt.m.Lock()
defer bt.m.Unlock()
return bt.MetaData.Closed
}
// Equal checks if the incoming run matches
func (bt *BackTest) Equal(bt2 *BackTest) bool {
if bt == nil || bt2 == nil {
return false
}
bt.m.Lock()
btM := bt.MetaData
bt.m.Unlock()
// if they are actually the same pointer
// locks must be handled separately
bt2.m.Lock()
btM2 := bt2.MetaData
bt2.m.Unlock()
return btM == btM2
}
// MatchesID checks if the backtesting run's ID matches the supplied
func (bt *BackTest) MatchesID(id uuid.UUID) bool {
if bt == nil {
return false
}
if id.IsNil() {
return false
}
bt.m.Lock()
defer bt.m.Unlock()
if bt.MetaData.ID.IsNil() {
return false
}
return bt.MetaData.ID == id
}