Files
gocryptotrader/backtester/eventhandlers/statistics/currencystatistics_test.go
Scott f929b4d51e backtester: Futures handling & FTX Cash and Carry example strategy (#930)
* implements futures functions and GRPC functions on new branch

* lint and test fixes

* Fix uneven split pnl. Adds collateral weight test. docs. New clear func

* Test protection if someone has zero collateral

* Uses string instead of double for accuracy

* Fixes old code panic

* context, match, docs

* Addresses Shazniterinos, var names, expanded tests

* Returns subaccount name, provides USD values when offlinecalc

* Fixes oopsie

* Fixes cool bug which allowed made up subaccount results

* Subaccount override on FTX, subaccount results for collateral

* Strenghten collateral account info checks. Improve FTX test

* English is my first language

* Fixes oopsies

* Adds some conceptual futures order details to track PNL

* Initial design of future order processing in the backtester

* Introduces futures concept for collateral and spot/futures config diffs

* Fixes most tests

* Simple designs for collateral funding pair concept

* Expands interface use so much it hurts

* Implements more collateral interfaces

* Adds liquidation, adds strategy, struggles with Binance

* Attempts at getting FTX to work

* Adds calculatePNL as a wrapper function and adds an `IsFutures` asset check

* Successfully loads backtester with collateral currency

* Fails to really get much going for supporting futures

* Merges master changes

* Fleshes out how FTX processes collateral

* Further FTX collateral workings

* hooks up more ftx collateral and pnl calculations

* more funcs to flesh out handling

* Adds more links, just can't fit the pieces together :(

* Greatly expands futures order processing

* Fleshes out position tracker to also handle asset and exchange +testing

* RM linkedOrderID. rn positioncontroller, unexport

* Successfully tracks futures order positions

* Fails to calculate PNL

* Calculates pnl from orders accurately with exception to flipping orders

* Calculates PNL from orders

* Adds another controller layer to make it ez from orderstore

* Backtester now compiles. Adds test coverage

* labels things add scaling collateral test

* Calculates pnl in line with fees

* Mostly accurate PNL, with exception to appending with diff prices

* Adds locks, adds rpc function

* grpc implementations

* Gracefully handles rpc function

* beautiful tests!

* rejiggles tests to polish

* Finishes FTX testing, adds comments

* Exposes collateral calculations to rpc

* Adds commands and testing for rpcserver.go functions

* Increase testing and fix up backtester code

* Returns cool changes to original branch

* end of day fixes

* Fixing some tests

* Fixing tests 🎉

* Fixes all the tests

* Splits the backtester setup and running into different files

* Merge, minor fixes

* Messing with some strategy updates

* Failed understanding at collateral usage

* Begins the creation of cash and carry strategy

* Adds underlying pair, adds filldependentevent for futures

* Completes fill prerequsite event implementation. Can't short though

* Some bug fixes

* investigating funds

* CAN NOW CREATE A SHORT ORDER

* Minor change in short size

* Fixes for unrealised PNL & collateral rendering

* Fixes lint and tests

* Adds some verbosity

* Updates to pnl calc

* Tracks pnl for short orders, minor update to strategy

* Close and open event based on conditions

* Adds pnl data for currency statistics

* Working through PNL calculation automatically. Now panics

* Adds tracking, is blocked from design

* Work to flesh out closing a position

* vain attempts at tracking zeroing out bugs

* woww, super fun new subloggers 🎉

* Begins attempt at automatically handling contracts and collateral based on direction

* Merge master + fixes

* Investigating issues with pnl and holdings

* Minor pnl fixes

* Fixes future position sizing, needs contract sizing

* Can render pnl results, focussing on funding statistics

* tracking candles for futures, but why not btc

* Improves funding statistics

* Colours and stats

* Fixes collateral and snapshot bugs

* Completes test

* Fixes totals bug

* Fix double buy, expand stats, fixes usd totals, introduce interface

* Begins report formatting and calculations

* Appends pnl to receiving curr. Fixes map[time]. accurate USD

* Improves report output rendering

* PNL stats in report. New tests for futures

* Fixes existing tests before adding new coverage

* Test coverage

* Completes portfolio coverage

* Increase coverage exchange, portfolio. fix size bug. NEW CHART

* WHAT IS GOING ON WITH PNL

* Fixes PNL calculation. Adds ability to skip om futures tracking

* minor commit before merge

* Adds basic liquidation to backtester

* Changes liquidation to order based

* Liquidationnnnnn

* Further fleshes out liquidations

* Completes liquidations in a honorable manner. Adds AppendReasonf

* Beginnings of spot futures gap chart. Needs to link currencies to render difference

* Removes fake liquidation. Adds cool new chart

* Fixes somet tests,allows for zero fee value v nil distinction,New tests

* Some annoying test fixes that took too long

* portfolio coverage

* holding coverage, privatisation funding

* Testwork

* boring tests

* engine coverage

* More backtesting coverage

* Funding, strategy, report test coverage

* Completes coverage of report package

* Documentation, fixes some assumptions on asset errors

* Changes before master merge

* Lint and Tests

* defaults to non-coloured rendering

* Chart rendering

* Fixes surprise non-local-lints

* Niterinos to the extremeos

* Fixes merge problems

* The linter splintered across the glinting plinths

* Many nits addressed. Now sells spot position on final candle

* Adds forgotten coverage

* Adds ability to size futures contracts to match spot positions.

* fixes order sell sizing

* Adds tests to sizing. Fixes charting issue

* clint splintered the linters with flint

* Improves stats, stat rendering

* minifix

* Fixes tests and fee bug

* Merge fixeroos

* Microfixes

* Updates orderPNL on first Correctly utilises fees. Adds committed funds

* New base funcs. New order summary

* Fun test updates

* Fix logo colouring

* Fixes niteroonies

* Fix report

* BAD COMMIT

* Fixes funding issues.Updates default fee rates.Combines cashcarry case

* doc regen

* Now returns err

* Fixes sizing bug issue introduced in PR

* Fixes fun fee/total US value bug

* Fix chart bug. Show log charts with disclaimer

* sellside fee

* fixes fee and slippage view

* Fixed slippage price issue

* Fixes calculation and removes rendering

* Fixes stats and some rendering

* Merge fix

* Fixes merge issues

* go mod tidy, lint updates

* New linter attempt

* Version bump in appveyor and makefile

* Regex filename, config fixes, template h2 fixes

* Removes bad stats.

* neatens config builder. Moves filename generator

* Fixes issue where linter wants to fix my spelling

* Fixes pointers and starts
2022-06-30 15:43:41 +10:00

355 lines
10 KiB
Go

package statistics
import (
"errors"
"testing"
"time"
"github.com/shopspring/decimal"
"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/eventtypes/event"
"github.com/thrasher-corp/gocryptotrader/backtester/eventtypes/kline"
"github.com/thrasher-corp/gocryptotrader/backtester/eventtypes/signal"
"github.com/thrasher-corp/gocryptotrader/currency"
"github.com/thrasher-corp/gocryptotrader/exchanges/asset"
gctkline "github.com/thrasher-corp/gocryptotrader/exchanges/kline"
"github.com/thrasher-corp/gocryptotrader/exchanges/order"
)
func TestCalculateResults(t *testing.T) {
t.Parallel()
a := asset.Spot
cs := CurrencyPairStatistic{
Asset: a,
}
tt1 := time.Now()
tt2 := time.Now().Add(gctkline.OneDay.Duration())
exch := testExchange
p := currency.NewPair(currency.BTC, currency.USDT)
even := &event.Base{
Exchange: exch,
Time: tt1,
Interval: gctkline.OneDay,
CurrencyPair: p,
AssetType: a,
Offset: 1,
}
ev := DataAtOffset{
Offset: 1,
Time: tt1,
ClosePrice: decimal.NewFromInt(2000),
Holdings: holdings.Holding{
ChangeInTotalValuePercent: decimal.NewFromFloat(0.1333),
Timestamp: tt1,
QuoteInitialFunds: decimal.NewFromInt(1337),
},
Transactions: compliance.Snapshot{
Orders: []compliance.SnapshotOrder{
{
ClosePrice: decimal.NewFromInt(1338),
VolumeAdjustedPrice: decimal.NewFromInt(1338),
SlippageRate: decimal.NewFromInt(1338),
CostBasis: decimal.NewFromInt(1338),
Order: &order.Detail{Side: order.Buy},
},
{
ClosePrice: decimal.NewFromInt(1337),
VolumeAdjustedPrice: decimal.NewFromInt(1337),
SlippageRate: decimal.NewFromInt(1337),
CostBasis: decimal.NewFromInt(1337),
Order: &order.Detail{Side: order.Sell},
},
},
},
DataEvent: &kline.Kline{
Base: even,
Open: decimal.NewFromInt(2000),
Close: decimal.NewFromInt(2000),
Low: decimal.NewFromInt(2000),
High: decimal.NewFromInt(2000),
Volume: decimal.NewFromInt(2000),
},
SignalEvent: &signal.Signal{
Base: even,
ClosePrice: decimal.NewFromInt(2000),
},
}
even2 := even
even2.Time = tt2
even2.Offset = 2
ev2 := DataAtOffset{
Offset: 2,
Time: tt2,
ClosePrice: decimal.NewFromInt(1337),
Holdings: holdings.Holding{
ChangeInTotalValuePercent: decimal.NewFromFloat(0.1337),
Timestamp: tt2,
QuoteInitialFunds: decimal.NewFromInt(1337),
},
Transactions: compliance.Snapshot{
Orders: []compliance.SnapshotOrder{
{
ClosePrice: decimal.NewFromInt(1338),
VolumeAdjustedPrice: decimal.NewFromInt(1338),
SlippageRate: decimal.NewFromInt(1338),
CostBasis: decimal.NewFromInt(1338),
Order: &order.Detail{Side: order.Buy},
},
{
ClosePrice: decimal.NewFromInt(1337),
VolumeAdjustedPrice: decimal.NewFromInt(1337),
SlippageRate: decimal.NewFromInt(1337),
CostBasis: decimal.NewFromInt(1337),
Order: &order.Detail{Side: order.Sell},
},
},
},
DataEvent: &kline.Kline{
Base: even2,
Open: decimal.NewFromInt(1337),
Close: decimal.NewFromInt(1337),
Low: decimal.NewFromInt(1337),
High: decimal.NewFromInt(1337),
Volume: decimal.NewFromInt(1337),
},
SignalEvent: &signal.Signal{
Base: even2,
ClosePrice: decimal.NewFromInt(1337),
Direction: order.MissingData,
},
}
cs.Events = append(cs.Events, ev, ev2)
err := cs.CalculateResults(decimal.NewFromFloat(0.03))
if err != nil {
t.Error(err)
}
if !cs.MarketMovement.Equal(decimal.NewFromFloat(-33.15)) {
t.Errorf("expected -33.15 received '%v'", cs.MarketMovement)
}
ev3 := ev2
ev3.DataEvent = &kline.Kline{
Base: even2,
Open: decimal.NewFromInt(1339),
Close: decimal.NewFromInt(1339),
Low: decimal.NewFromInt(1339),
High: decimal.NewFromInt(1339),
Volume: decimal.NewFromInt(1339),
}
cs.Events = append(cs.Events, ev, ev3)
cs.Events[0].DataEvent = &kline.Kline{
Base: even2,
}
err = cs.CalculateResults(decimal.NewFromFloat(0.03))
if err != nil {
t.Error(err)
}
cs.Events[1].DataEvent = &kline.Kline{
Base: even2,
}
err = cs.CalculateResults(decimal.NewFromFloat(0.03))
if err != nil {
t.Error(err)
}
}
func TestPrintResults(t *testing.T) {
cs := CurrencyPairStatistic{}
tt1 := time.Now()
tt2 := time.Now().Add(gctkline.OneDay.Duration())
exch := testExchange
a := asset.Spot
p := currency.NewPair(currency.BTC, currency.USDT)
even := &event.Base{
Exchange: exch,
Time: tt1,
Interval: gctkline.OneDay,
CurrencyPair: p,
AssetType: a,
}
ev := DataAtOffset{
Holdings: holdings.Holding{
ChangeInTotalValuePercent: decimal.NewFromFloat(0.1333),
Timestamp: tt1,
QuoteInitialFunds: decimal.NewFromInt(1337),
},
Transactions: compliance.Snapshot{
Orders: []compliance.SnapshotOrder{
{
ClosePrice: decimal.NewFromInt(1338),
VolumeAdjustedPrice: decimal.NewFromInt(1338),
SlippageRate: decimal.NewFromInt(1338),
CostBasis: decimal.NewFromInt(1338),
Order: &order.Detail{Side: order.Buy},
},
{
ClosePrice: decimal.NewFromInt(1337),
VolumeAdjustedPrice: decimal.NewFromInt(1337),
SlippageRate: decimal.NewFromInt(1337),
CostBasis: decimal.NewFromInt(1337),
Order: &order.Detail{Side: order.Sell},
},
},
},
DataEvent: &kline.Kline{
Base: even,
Open: decimal.NewFromInt(2000),
Close: decimal.NewFromInt(2000),
Low: decimal.NewFromInt(2000),
High: decimal.NewFromInt(2000),
Volume: decimal.NewFromInt(2000),
},
SignalEvent: &signal.Signal{
Base: even,
ClosePrice: decimal.NewFromInt(2000),
},
}
even2 := even
even2.Time = tt2
ev2 := DataAtOffset{
Holdings: holdings.Holding{
ChangeInTotalValuePercent: decimal.NewFromFloat(0.1337),
Timestamp: tt2,
QuoteInitialFunds: decimal.NewFromInt(1337),
},
Transactions: compliance.Snapshot{
Orders: []compliance.SnapshotOrder{
{
ClosePrice: decimal.NewFromInt(1338),
VolumeAdjustedPrice: decimal.NewFromInt(1338),
SlippageRate: decimal.NewFromInt(1338),
CostBasis: decimal.NewFromInt(1338),
Order: &order.Detail{Side: order.Buy},
},
{
ClosePrice: decimal.NewFromInt(1337),
VolumeAdjustedPrice: decimal.NewFromInt(1337),
SlippageRate: decimal.NewFromInt(1337),
CostBasis: decimal.NewFromInt(1337),
Order: &order.Detail{Side: order.Sell},
},
},
},
DataEvent: &kline.Kline{
Base: even2,
Open: decimal.NewFromInt(1337),
Close: decimal.NewFromInt(1337),
Low: decimal.NewFromInt(1337),
High: decimal.NewFromInt(1337),
Volume: decimal.NewFromInt(1337),
},
SignalEvent: &signal.Signal{
Base: even2,
ClosePrice: decimal.NewFromInt(1337),
},
}
cs.Events = append(cs.Events, ev, ev2)
cs.PrintResults(exch, a, p, true)
}
func TestCalculateHighestCommittedFunds(t *testing.T) {
t.Parallel()
c := CurrencyPairStatistic{
Asset: asset.Spot,
}
err := c.calculateHighestCommittedFunds()
if !errors.Is(err, nil) {
t.Error(err)
}
if !c.HighestCommittedFunds.Time.IsZero() {
t.Error("expected no time with not committed funds")
}
tt1 := time.Date(2021, 1, 1, 0, 0, 0, 0, time.UTC)
tt2 := time.Date(2021, 2, 1, 0, 0, 0, 0, time.UTC)
tt3 := time.Date(2021, 3, 1, 0, 0, 0, 0, time.UTC)
c.Events = append(c.Events,
DataAtOffset{DataEvent: &kline.Kline{Close: decimal.NewFromInt(1337)}, Time: tt1, Holdings: holdings.Holding{Timestamp: tt1, CommittedFunds: decimal.NewFromInt(10), BaseSize: decimal.NewFromInt(10)}},
DataAtOffset{DataEvent: &kline.Kline{Close: decimal.NewFromInt(1338)}, Time: tt2, Holdings: holdings.Holding{Timestamp: tt2, CommittedFunds: decimal.NewFromInt(1337), BaseSize: decimal.NewFromInt(1337)}},
DataAtOffset{DataEvent: &kline.Kline{Close: decimal.NewFromInt(1339)}, Time: tt3, Holdings: holdings.Holding{Timestamp: tt3, CommittedFunds: decimal.NewFromInt(11), BaseSize: decimal.NewFromInt(11)}},
)
err = c.calculateHighestCommittedFunds()
if !errors.Is(err, nil) {
t.Error(err)
}
if c.HighestCommittedFunds.Time != tt2 {
t.Errorf("expected %v, received %v", tt2, c.HighestCommittedFunds.Time)
}
c.Asset = asset.Futures
c.HighestCommittedFunds = ValueAtTime{}
err = c.calculateHighestCommittedFunds()
if !errors.Is(err, nil) {
t.Error(err)
}
c.Asset = asset.Binary
err = c.calculateHighestCommittedFunds()
if !errors.Is(err, asset.ErrNotSupported) {
t.Error(err)
}
}
func TestAnalysePNLGrowth(t *testing.T) {
t.Parallel()
c := CurrencyPairStatistic{}
c.analysePNLGrowth()
if !c.HighestUnrealisedPNL.Value.IsZero() ||
!c.LowestUnrealisedPNL.Value.IsZero() ||
!c.LowestRealisedPNL.Value.IsZero() ||
!c.HighestRealisedPNL.Value.IsZero() {
t.Error("expected unset")
}
e := testExchange
a := asset.Futures
p := currency.NewPair(currency.BTC, currency.USDT)
c.Asset = asset.Futures
c.Events = append(c.Events,
DataAtOffset{PNL: &portfolio.PNLSummary{
Exchange: e,
Item: a,
Pair: p,
Offset: 0,
Result: order.PNLResult{
Time: time.Now(),
UnrealisedPNL: decimal.NewFromInt(1),
RealisedPNL: decimal.NewFromInt(2),
},
}},
)
c.analysePNLGrowth()
if !c.HighestRealisedPNL.Value.Equal(decimal.NewFromInt(2)) {
t.Errorf("received %v expected 2", c.HighestRealisedPNL.Value)
}
if !c.LowestUnrealisedPNL.Value.Equal(decimal.NewFromInt(1)) {
t.Errorf("received %v expected 1", c.LowestUnrealisedPNL.Value)
}
c.Events = append(c.Events,
DataAtOffset{PNL: &portfolio.PNLSummary{
Exchange: e,
Item: a,
Pair: p,
Offset: 0,
Result: order.PNLResult{
Time: time.Now(),
UnrealisedPNL: decimal.NewFromFloat(0.5),
RealisedPNL: decimal.NewFromInt(1),
},
}},
)
c.analysePNLGrowth()
if !c.HighestRealisedPNL.Value.Equal(decimal.NewFromInt(2)) {
t.Errorf("received %v expected 2", c.HighestRealisedPNL.Value)
}
if !c.LowestUnrealisedPNL.Value.Equal(decimal.NewFromFloat(0.5)) {
t.Errorf("received %v expected 0.5", c.LowestUnrealisedPNL.Value)
}
}