mirror of
https://github.com/d0zingcat/gocryptotrader.git
synced 2026-05-13 23:16:45 +00:00
* Adds basic PoC for calculating/retrieving position data * A very unfortunate day of miscalculations * Adds position summary and funding rate details to RPC * Offline funding rate calculations * More helpers, more stats, refining data, automated retrieval * Adds new rpc server commands and attempts some organisation * lower string, lower stress * Adds ordermanager config. Fleshes outcli. Tracks positions automatically * Adds new separation for funding payments/rates * Combines funding rates and payments * Fun test coverage * ALL THE TESTS... I hope * Fixes * polishes ftx tests. improves perp check. Loops rates * Final touches before nit attax * buff 💪 * Stops NotYetImplemented spam with one simple trick! * Some lovely little niteroos * linteroo * Clarifies a couple of errors to help narrow likely end user problems * Fixes asset type bug, fixes closed position order return, fixes unset status bug * Fixes order manager handling when no rates are available yet * Continues on no funding rates instead. Removes err * Don't show predicted rate if the time is zero * Addresses scenario with no funding rate payments * Bug fixes and commentary before updating maps to use *currency.Item * Adds a pair key type * Polishes pKey, fixes map order bug * key is not a property in the event someone changes the base/quote * Adds improvements to order processing...Breaks it all * Shakes up the design of things by removing a function * Fixes issues with order manager positions. Limits update range * Fixes build issues. Identification of bad tests. * Merges and fixes features from master and this branch * buff linter 💪 * re-gen * proto regen * Addresses some nits. But not all of them. * Fixes issue where funding rates weren't returned 🎉 * completes transition futures tracking to map[*currency.Item]map[*currency.Item] * who did that? not me * removes redundant check on account of being redundant and unnecessary * so buf * addresses nits: duplications, startTime, loops, go tidy, typos * fixes minor mistakes * fixes 🍣 🐻 changes to int64
474 lines
15 KiB
Go
474 lines
15 KiB
Go
package engine
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import (
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"errors"
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"fmt"
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"github.com/thrasher-corp/gocryptotrader/backtester/common"
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"github.com/thrasher-corp/gocryptotrader/backtester/data"
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"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/eventholder"
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"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/exchange"
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"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/portfolio"
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"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/portfolio/compliance"
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"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/portfolio/holdings"
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"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/statistics"
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"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/strategies/base"
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"github.com/thrasher-corp/gocryptotrader/backtester/eventtypes/fill"
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"github.com/thrasher-corp/gocryptotrader/backtester/eventtypes/order"
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"github.com/thrasher-corp/gocryptotrader/backtester/eventtypes/signal"
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"github.com/thrasher-corp/gocryptotrader/backtester/funding"
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"github.com/thrasher-corp/gocryptotrader/currency"
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gctexchange "github.com/thrasher-corp/gocryptotrader/exchanges"
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"github.com/thrasher-corp/gocryptotrader/exchanges/asset"
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gctorder "github.com/thrasher-corp/gocryptotrader/exchanges/order"
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"github.com/thrasher-corp/gocryptotrader/log"
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)
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// New returns a new BackTest instance
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func New() *BackTest {
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return &BackTest{
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shutdown: make(chan struct{}),
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Datas: &data.HandlerPerCurrency{},
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EventQueue: &eventholder.Holder{},
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}
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}
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// Reset BackTest values to default
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func (bt *BackTest) Reset() {
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bt.EventQueue.Reset()
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bt.Datas.Reset()
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bt.Portfolio.Reset()
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bt.Statistic.Reset()
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bt.Exchange.Reset()
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bt.Funding.Reset()
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bt.exchangeManager = nil
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bt.orderManager = nil
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bt.databaseManager = nil
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}
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// Run will iterate over loaded data events
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// save them and then handle the event based on its type
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func (bt *BackTest) Run() {
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log.Info(common.Backtester, "running backtester against pre-defined data")
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dataLoadingIssue:
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for ev := bt.EventQueue.NextEvent(); ; ev = bt.EventQueue.NextEvent() {
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if ev == nil {
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dataHandlerMap := bt.Datas.GetAllData()
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var hasProcessedData bool
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for exchangeName, exchangeMap := range dataHandlerMap {
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for assetItem, assetMap := range exchangeMap {
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for currencyPair, dataHandler := range assetMap {
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d := dataHandler.Next()
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if d == nil {
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if !bt.hasHandledEvent {
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log.Errorf(common.Backtester, "Unable to perform `Next` for %v %v %v", exchangeName, assetItem, currencyPair)
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}
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break dataLoadingIssue
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}
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if bt.Strategy.UsingSimultaneousProcessing() && hasProcessedData {
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// only append one event, as simultaneous processing
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// will retrieve all relevant events to process under
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// processSimultaneousDataEvents()
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continue
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}
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bt.EventQueue.AppendEvent(d)
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hasProcessedData = true
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}
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}
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}
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} else {
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err := bt.handleEvent(ev)
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if err != nil {
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log.Error(common.Backtester, err)
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}
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}
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if !bt.hasHandledEvent {
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bt.hasHandledEvent = true
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}
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}
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}
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// handleEvent is the main processor of data for the backtester
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// after data has been loaded and Run has appended a data event to the queue,
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// handle event will process events and add further events to the queue if they
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// are required
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func (bt *BackTest) handleEvent(ev common.EventHandler) error {
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if ev == nil {
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return fmt.Errorf("cannot handle event %w", errNilData)
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}
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funds, err := bt.Funding.GetFundingForEvent(ev)
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if err != nil {
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return err
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}
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if bt.Funding.HasFutures() {
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err = bt.Funding.UpdateCollateral(ev)
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if err != nil {
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return err
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}
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}
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switch eType := ev.(type) {
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case common.DataEventHandler:
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if bt.Strategy.UsingSimultaneousProcessing() {
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err = bt.processSimultaneousDataEvents()
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} else {
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err = bt.processSingleDataEvent(eType, funds.FundReleaser())
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}
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case signal.Event:
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err = bt.processSignalEvent(eType, funds.FundReserver())
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case order.Event:
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err = bt.processOrderEvent(eType, funds.FundReleaser())
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case fill.Event:
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err = bt.processFillEvent(eType, funds.FundReleaser())
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default:
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return fmt.Errorf("handleEvent %w %T received, could not process",
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errUnhandledDatatype,
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ev)
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}
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if err != nil {
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return err
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}
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bt.Funding.CreateSnapshot(ev.GetTime())
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return nil
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}
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// processSingleDataEvent will pass the event to the strategy and determine how it should be handled
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func (bt *BackTest) processSingleDataEvent(ev common.DataEventHandler, funds funding.IFundReleaser) error {
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err := bt.updateStatsForDataEvent(ev, funds)
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if err != nil {
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return err
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}
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d, err := bt.Datas.GetDataForCurrency(ev)
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if err != nil {
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return err
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}
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s, err := bt.Strategy.OnSignal(d, bt.Funding, bt.Portfolio)
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if err != nil {
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if errors.Is(err, base.ErrTooMuchBadData) {
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// too much bad data is a severe error and backtesting must cease
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return err
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}
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log.Errorf(common.Backtester, "OnSignal %v", err)
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return nil
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}
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err = bt.Statistic.SetEventForOffset(s)
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if err != nil {
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log.Errorf(common.Backtester, "SetEventForOffset %v", err)
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}
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bt.EventQueue.AppendEvent(s)
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return nil
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}
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// processSimultaneousDataEvents determines what signal events are generated and appended
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// to the event queue. It will pass all currency events to the strategy to determine what
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// currencies to act upon
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func (bt *BackTest) processSimultaneousDataEvents() error {
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var dataEvents []data.Handler
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dataHandlerMap := bt.Datas.GetAllData()
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for _, exchangeMap := range dataHandlerMap {
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for _, assetMap := range exchangeMap {
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for _, dataHandler := range assetMap {
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latestData := dataHandler.Latest()
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funds, err := bt.Funding.GetFundingForEvent(latestData)
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if err != nil {
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return err
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}
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err = bt.updateStatsForDataEvent(latestData, funds.FundReleaser())
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if err != nil {
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switch {
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case errors.Is(err, statistics.ErrAlreadyProcessed):
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continue
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case errors.Is(err, gctorder.ErrPositionLiquidated):
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return nil
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default:
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log.Error(common.Backtester, err)
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}
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}
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dataEvents = append(dataEvents, dataHandler)
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}
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}
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}
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signals, err := bt.Strategy.OnSimultaneousSignals(dataEvents, bt.Funding, bt.Portfolio)
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if err != nil {
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if errors.Is(err, base.ErrTooMuchBadData) {
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// too much bad data is a severe error and backtesting must cease
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return err
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}
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log.Errorf(common.Backtester, "OnSimultaneousSignals %v", err)
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return nil
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}
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for i := range signals {
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err = bt.Statistic.SetEventForOffset(signals[i])
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if err != nil {
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log.Errorf(common.Backtester, "SetEventForOffset %v %v %v %v", signals[i].GetExchange(), signals[i].GetAssetType(), signals[i].Pair(), err)
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}
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bt.EventQueue.AppendEvent(signals[i])
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}
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return nil
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}
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// updateStatsForDataEvent makes various systems aware of price movements from
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// data events
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func (bt *BackTest) updateStatsForDataEvent(ev common.DataEventHandler, funds funding.IFundReleaser) error {
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if ev == nil {
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return common.ErrNilEvent
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}
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if funds == nil {
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return fmt.Errorf("%v %v %v %w missing fund releaser", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), common.ErrNilArguments)
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}
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// update statistics with the latest price
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err := bt.Statistic.SetupEventForTime(ev)
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if err != nil {
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if errors.Is(err, statistics.ErrAlreadyProcessed) {
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return err
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}
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log.Errorf(common.Backtester, "SetupEventForTime %v", err)
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}
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// update portfolio manager with the latest price
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err = bt.Portfolio.UpdateHoldings(ev, funds)
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if err != nil {
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log.Errorf(common.Backtester, "UpdateHoldings %v", err)
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}
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if ev.GetAssetType().IsFutures() {
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var cr funding.ICollateralReleaser
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cr, err = funds.CollateralReleaser()
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if err != nil {
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return err
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}
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err = bt.Portfolio.UpdatePNL(ev, ev.GetClosePrice())
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if err != nil {
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if errors.Is(err, gctorder.ErrPositionNotFound) {
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// if there is no position yet, there's nothing to update
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return nil
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}
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if !errors.Is(err, gctorder.ErrPositionLiquidated) {
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return fmt.Errorf("UpdatePNL %v", err)
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}
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}
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var pnl *portfolio.PNLSummary
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pnl, err = bt.Portfolio.GetLatestPNLForEvent(ev)
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if err != nil {
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return err
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}
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if pnl.Result.IsLiquidated {
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return nil
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}
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err = bt.Portfolio.CheckLiquidationStatus(ev, cr, pnl)
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if err != nil {
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if errors.Is(err, gctorder.ErrPositionLiquidated) {
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liquidErr := bt.triggerLiquidationsForExchange(ev, pnl)
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if liquidErr != nil {
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return liquidErr
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}
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}
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return err
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}
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return bt.Statistic.AddPNLForTime(pnl)
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}
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return nil
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}
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func (bt *BackTest) triggerLiquidationsForExchange(ev common.DataEventHandler, pnl *portfolio.PNLSummary) error {
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if ev == nil {
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return common.ErrNilEvent
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}
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if pnl == nil {
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return fmt.Errorf("%w pnl summary", common.ErrNilArguments)
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}
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orders, err := bt.Portfolio.CreateLiquidationOrdersForExchange(ev, bt.Funding)
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if err != nil {
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return err
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}
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for i := range orders {
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// these orders are raising events for event offsets
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// which may not have been processed yet
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// this will create and store stats for each order
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// then liquidate it at the funding level
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var datas data.Handler
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datas, err = bt.Datas.GetDataForCurrency(orders[i])
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if err != nil {
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return err
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}
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latest := datas.Latest()
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err = bt.Statistic.SetupEventForTime(latest)
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if err != nil && !errors.Is(err, statistics.ErrAlreadyProcessed) {
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return err
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}
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bt.EventQueue.AppendEvent(orders[i])
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err = bt.Statistic.SetEventForOffset(orders[i])
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if err != nil {
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log.Errorf(common.Backtester, "SetupEventForTime %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
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}
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bt.Funding.Liquidate(orders[i])
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}
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pnl.Result.IsLiquidated = true
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pnl.Result.Status = gctorder.Liquidated
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return bt.Statistic.AddPNLForTime(pnl)
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}
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// processSignalEvent receives an event from the strategy for processing under the portfolio
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func (bt *BackTest) processSignalEvent(ev signal.Event, funds funding.IFundReserver) error {
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if ev == nil {
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return common.ErrNilEvent
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}
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if funds == nil {
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return fmt.Errorf("%w funds", common.ErrNilArguments)
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}
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cs, err := bt.Exchange.GetCurrencySettings(ev.GetExchange(), ev.GetAssetType(), ev.Pair())
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if err != nil {
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log.Errorf(common.Backtester, "GetCurrencySettings %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
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return fmt.Errorf("GetCurrencySettings %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
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}
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var o *order.Order
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o, err = bt.Portfolio.OnSignal(ev, &cs, funds)
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if err != nil {
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log.Errorf(common.Backtester, "OnSignal %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
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return fmt.Errorf("OnSignal %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
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}
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err = bt.Statistic.SetEventForOffset(o)
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if err != nil {
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return fmt.Errorf("SetEventForOffset %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
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}
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bt.EventQueue.AppendEvent(o)
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return nil
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}
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func (bt *BackTest) processOrderEvent(ev order.Event, funds funding.IFundReleaser) error {
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if ev == nil {
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return common.ErrNilEvent
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}
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if funds == nil {
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return fmt.Errorf("%w funds", common.ErrNilArguments)
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}
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d, err := bt.Datas.GetDataForCurrency(ev)
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if err != nil {
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return err
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}
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f, err := bt.Exchange.ExecuteOrder(ev, d, bt.orderManager, funds)
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if err != nil {
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if f == nil {
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log.Errorf(common.Backtester, "ExecuteOrder fill event should always be returned, please fix, %v", err)
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return fmt.Errorf("ExecuteOrder fill event should always be returned, please fix, %v", err)
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}
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if !errors.Is(err, exchange.ErrCannotTransact) {
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log.Errorf(common.Backtester, "ExecuteOrder %v %v %v %v", f.GetExchange(), f.GetAssetType(), f.Pair(), err)
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}
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}
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err = bt.Statistic.SetEventForOffset(f)
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if err != nil {
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log.Errorf(common.Backtester, "SetEventForOffset %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
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}
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bt.EventQueue.AppendEvent(f)
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return nil
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}
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func (bt *BackTest) processFillEvent(ev fill.Event, funds funding.IFundReleaser) error {
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t, err := bt.Portfolio.OnFill(ev, funds)
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if err != nil {
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return fmt.Errorf("OnFill %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
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}
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err = bt.Statistic.SetEventForOffset(t)
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if err != nil {
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log.Errorf(common.Backtester, "SetEventForOffset %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
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}
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var holding *holdings.Holding
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holding, err = bt.Portfolio.ViewHoldingAtTimePeriod(ev)
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if err != nil {
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log.Error(common.Backtester, err)
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}
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if holding == nil {
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log.Error(common.Backtester, "ViewHoldingAtTimePeriod why is holdings nil?")
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} else {
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err = bt.Statistic.AddHoldingsForTime(holding)
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if err != nil {
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log.Errorf(common.Backtester, "AddHoldingsForTime %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
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}
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}
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var cp *compliance.Manager
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cp, err = bt.Portfolio.GetComplianceManager(ev.GetExchange(), ev.GetAssetType(), ev.Pair())
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if err != nil {
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log.Errorf(common.Backtester, "GetComplianceManager %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
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}
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snap := cp.GetLatestSnapshot()
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err = bt.Statistic.AddComplianceSnapshotForTime(snap, ev)
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if err != nil {
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log.Errorf(common.Backtester, "AddComplianceSnapshotForTime %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
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}
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fde := ev.GetFillDependentEvent()
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if fde != nil && !fde.IsNil() {
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// some events can only be triggered on a successful fill event
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fde.SetOffset(ev.GetOffset())
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err = bt.Statistic.SetEventForOffset(fde)
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if err != nil {
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log.Errorf(common.Backtester, "SetEventForOffset %v %v %v %v", fde.GetExchange(), fde.GetAssetType(), fde.Pair(), err)
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}
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od := ev.GetOrder()
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if fde.MatchOrderAmount() && od != nil {
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fde.SetAmount(ev.GetAmount())
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}
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fde.AppendReasonf("raising event after %v %v %v fill", ev.GetExchange(), ev.GetAssetType(), ev.Pair())
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bt.EventQueue.AppendEvent(fde)
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}
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if ev.GetAssetType().IsFutures() {
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return bt.processFuturesFillEvent(ev, funds)
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}
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return nil
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}
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func (bt *BackTest) processFuturesFillEvent(ev fill.Event, funds funding.IFundReleaser) error {
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if ev.GetOrder() != nil {
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pnl, err := bt.Portfolio.TrackFuturesOrder(ev, funds)
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if err != nil && !errors.Is(err, gctorder.ErrSubmissionIsNil) {
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return fmt.Errorf("TrackFuturesOrder %v %v %v %v", ev.GetExchange(), ev.GetAssetType(), ev.Pair(), err)
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}
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var exch gctexchange.IBotExchange
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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() {
|
|
close(bt.shutdown)
|
|
}
|