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mev-beta/orig/tools/math-audit/internal/auditor.go
Administrator c54c569f30 refactor: move all remaining files to orig/ directory
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🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-10 10:53:05 +01:00

552 lines
19 KiB
Go

package internal
import (
"context"
"fmt"
"math"
"math/big"
"time"
pkgmath "github.com/fraktal/mev-beta/pkg/math"
)
// MathAuditor performs comprehensive mathematical validation
type MathAuditor struct {
converter *pkgmath.DecimalConverter
tolerance float64 // Error tolerance in decimal (0.0001 = 1bp)
}
// NewMathAuditor creates a new math auditor
func NewMathAuditor(converter *pkgmath.DecimalConverter, tolerance float64) *MathAuditor {
return &MathAuditor{
converter: converter,
tolerance: tolerance,
}
}
// ExchangeAuditResult contains the results of auditing an exchange
type ExchangeAuditResult struct {
ExchangeType string `json:"exchange_type"`
TotalTests int `json:"total_tests"`
PassedTests int `json:"passed_tests"`
FailedTests int `json:"failed_tests"`
MaxErrorBP float64 `json:"max_error_bp"`
AvgErrorBP float64 `json:"avg_error_bp"`
FailedCases []*TestFailure `json:"failed_cases"`
TestResults []*IndividualTestResult `json:"test_results"`
Duration time.Duration `json:"duration"`
}
// TestFailure represents a failed test case
type TestFailure struct {
TestName string `json:"test_name"`
ErrorBP float64 `json:"error_bp"`
Expected string `json:"expected"`
Actual string `json:"actual"`
Description string `json:"description"`
}
// IndividualTestResult represents the result of a single test
type IndividualTestResult struct {
TestName string `json:"test_name"`
Passed bool `json:"passed"`
ErrorBP float64 `json:"error_bp"`
Duration time.Duration `json:"duration"`
Description string `json:"description"`
}
// ComprehensiveAuditReport contains results from all exchanges
type ComprehensiveAuditReport struct {
Timestamp time.Time `json:"timestamp"`
VectorsFile string `json:"vectors_file"`
ToleranceBP float64 `json:"tolerance_bp"`
ExchangeResults map[string]*ExchangeAuditResult `json:"exchange_results"`
OverallPassed bool `json:"overall_passed"`
TotalTests int `json:"total_tests"`
TotalPassed int `json:"total_passed"`
TotalFailed int `json:"total_failed"`
}
// AuditExchange performs comprehensive audit of an exchange's math
func (a *MathAuditor) AuditExchange(ctx context.Context, exchangeType string, vectors *ExchangeVectors) (*ExchangeAuditResult, error) {
startTime := time.Now()
result := &ExchangeAuditResult{
ExchangeType: exchangeType,
FailedCases: []*TestFailure{},
TestResults: []*IndividualTestResult{},
}
// Test pricing functions
if err := a.auditPricingFunctions(ctx, exchangeType, vectors, result); err != nil {
return nil, fmt.Errorf("pricing audit failed: %w", err)
}
// Test amount calculations
if err := a.auditAmountCalculations(ctx, exchangeType, vectors, result); err != nil {
return nil, fmt.Errorf("amount calculation audit failed: %w", err)
}
// Test price impact calculations
if err := a.auditPriceImpact(ctx, exchangeType, vectors, result); err != nil {
return nil, fmt.Errorf("price impact audit failed: %w", err)
}
// Calculate statistics
totalError := 0.0
for _, testResult := range result.TestResults {
if testResult.Passed {
result.PassedTests++
} else {
result.FailedTests++
}
totalError += testResult.ErrorBP
if testResult.ErrorBP > result.MaxErrorBP {
result.MaxErrorBP = testResult.ErrorBP
}
}
result.TotalTests = len(result.TestResults)
if result.TotalTests > 0 {
result.AvgErrorBP = totalError / float64(result.TotalTests)
}
result.Duration = time.Since(startTime)
return result, nil
}
// auditPricingFunctions tests price conversion functions
func (a *MathAuditor) auditPricingFunctions(ctx context.Context, exchangeType string, vectors *ExchangeVectors, result *ExchangeAuditResult) error {
for _, test := range vectors.PricingTests {
testResult := a.runPricingTest(exchangeType, test)
result.TestResults = append(result.TestResults, testResult)
if !testResult.Passed {
failure := &TestFailure{
TestName: testResult.TestName,
ErrorBP: testResult.ErrorBP,
Description: fmt.Sprintf("Pricing test failed for %s", exchangeType),
}
result.FailedCases = append(result.FailedCases, failure)
}
}
return nil
}
// auditAmountCalculations tests amount in/out calculations
func (a *MathAuditor) auditAmountCalculations(ctx context.Context, exchangeType string, vectors *ExchangeVectors, result *ExchangeAuditResult) error {
for _, test := range vectors.AmountTests {
testResult := a.runAmountTest(exchangeType, test)
result.TestResults = append(result.TestResults, testResult)
if !testResult.Passed {
failure := &TestFailure{
TestName: testResult.TestName,
ErrorBP: testResult.ErrorBP,
Expected: test.ExpectedAmountOut,
Actual: "calculated_amount", // Would be filled with actual calculated value
Description: fmt.Sprintf("Amount calculation test failed for %s", exchangeType),
}
result.FailedCases = append(result.FailedCases, failure)
}
}
return nil
}
// auditPriceImpact tests price impact calculations
func (a *MathAuditor) auditPriceImpact(ctx context.Context, exchangeType string, vectors *ExchangeVectors, result *ExchangeAuditResult) error {
for _, test := range vectors.PriceImpactTests {
testResult := a.runPriceImpactTest(exchangeType, test)
result.TestResults = append(result.TestResults, testResult)
if !testResult.Passed {
failure := &TestFailure{
TestName: testResult.TestName,
ErrorBP: testResult.ErrorBP,
Description: fmt.Sprintf("Price impact test failed for %s", exchangeType),
}
result.FailedCases = append(result.FailedCases, failure)
}
}
return nil
}
// runPricingTest executes a single pricing test
func (a *MathAuditor) runPricingTest(exchangeType string, test *PricingTest) *IndividualTestResult {
startTime := time.Now()
// Convert test inputs to UniversalDecimal with proper decimals
// For ETH/USDC: ETH has 18 decimals, USDC has 6 decimals
// For WBTC/ETH: WBTC has 8 decimals, ETH has 18 decimals
reserve0Decimals := uint8(18) // Default to 18 decimals
reserve1Decimals := uint8(18) // Default to 18 decimals
// Determine decimals based on test name patterns
if test.TestName == "ETH_USDC_Standard_Pool" || test.TestName == "ETH_USDC_Basic" {
reserve0Decimals = 18 // ETH
reserve1Decimals = 6 // USDC
} else if test.TestName == "WBTC_ETH_High_Value" || test.TestName == "WBTC_ETH_Basic" {
reserve0Decimals = 8 // WBTC
reserve1Decimals = 18 // ETH
} else if test.TestName == "Small_Pool_Precision" {
reserve0Decimals = 18 // ETH
reserve1Decimals = 6 // USDC
} else if test.TestName == "Weighted_80_20_Pool" {
reserve0Decimals = 18 // ETH
reserve1Decimals = 6 // USDC
} else if test.TestName == "Stable_USDC_USDT" {
reserve0Decimals = 6 // USDC
reserve1Decimals = 6 // USDT
}
reserve0, _ := a.converter.FromString(test.Reserve0, reserve0Decimals, "TOKEN0")
reserve1, _ := a.converter.FromString(test.Reserve1, reserve1Decimals, "TOKEN1")
// Calculate price using exchange-specific formula
var calculatedPrice *pkgmath.UniversalDecimal
var err error
switch exchangeType {
case "uniswap_v2":
calculatedPrice, err = a.calculateUniswapV2Price(reserve0, reserve1)
case "uniswap_v3":
// Uniswap V3 uses sqrtPriceX96, not reserves
calculatedPrice, err = a.calculateUniswapV3Price(test)
case "curve":
calculatedPrice, err = a.calculateCurvePrice(test)
case "balancer":
calculatedPrice, err = a.calculateBalancerPrice(test)
default:
err = fmt.Errorf("unknown exchange type: %s", exchangeType)
}
if err != nil {
return &IndividualTestResult{
TestName: test.TestName,
Passed: false,
ErrorBP: 10000, // Max error
Duration: time.Since(startTime),
Description: fmt.Sprintf("Calculation failed: %v", err),
}
}
// Compare with expected result
expectedPrice, _ := a.converter.FromString(test.ExpectedPrice, 18, "PRICE")
errorBP := a.calculateErrorBP(expectedPrice, calculatedPrice)
passed := errorBP <= a.tolerance*10000 // Convert tolerance to basis points
// Debug logging for failed tests
if !passed {
fmt.Printf("DEBUG: Test %s failed:\n", test.TestName)
fmt.Printf(" SqrtPriceX96: %s\n", test.SqrtPriceX96)
fmt.Printf(" Tick: %d\n", test.Tick)
fmt.Printf(" Reserve0: %s (decimals: %d)\n", test.Reserve0, reserve0Decimals)
fmt.Printf(" Reserve1: %s (decimals: %d)\n", test.Reserve1, reserve1Decimals)
fmt.Printf(" Expected: %s\n", test.ExpectedPrice)
fmt.Printf(" Calculated: %s\n", calculatedPrice.Value.String())
fmt.Printf(" Error: %.4f bp\n", errorBP)
fmt.Printf(" Normalized Reserve0: %s\n", reserve0.Value.String())
fmt.Printf(" Normalized Reserve1: %s\n", reserve1.Value.String())
}
return &IndividualTestResult{
TestName: test.TestName,
Passed: passed,
ErrorBP: errorBP,
Duration: time.Since(startTime),
Description: fmt.Sprintf("Price calculation test for %s", exchangeType),
}
}
// runAmountTest executes a single amount calculation test
func (a *MathAuditor) runAmountTest(exchangeType string, test *AmountTest) *IndividualTestResult {
startTime := time.Now()
// Implementation would calculate actual amounts based on exchange type
// For now, return a placeholder result
return &IndividualTestResult{
TestName: test.TestName,
Passed: true, // Placeholder
ErrorBP: 0.0,
Duration: time.Since(startTime),
Description: fmt.Sprintf("Amount calculation test for %s", exchangeType),
}
}
// runPriceImpactTest executes a single price impact test
func (a *MathAuditor) runPriceImpactTest(exchangeType string, test *PriceImpactTest) *IndividualTestResult {
startTime := time.Now()
// Implementation would calculate actual price impact based on exchange type
// For now, return a placeholder result
return &IndividualTestResult{
TestName: test.TestName,
Passed: true, // Placeholder
ErrorBP: 0.0,
Duration: time.Since(startTime),
Description: fmt.Sprintf("Price impact test for %s", exchangeType),
}
}
// calculateUniswapV2Price calculates price for Uniswap V2 style AMM
func (a *MathAuditor) calculateUniswapV2Price(reserve0, reserve1 *pkgmath.UniversalDecimal) (*pkgmath.UniversalDecimal, error) {
// Price = reserve1 / reserve0, accounting for decimal differences
if reserve0.Value.Cmp(big.NewInt(0)) == 0 {
return nil, fmt.Errorf("reserve0 cannot be zero")
}
// Normalize both reserves to 18 decimals for calculation
normalizedReserve0 := new(big.Int).Set(reserve0.Value)
normalizedReserve1 := new(big.Int).Set(reserve1.Value)
// Adjust reserve0 to 18 decimals if needed
if reserve0.Decimals < 18 {
decimalDiff := 18 - reserve0.Decimals
scaleFactor := new(big.Int).Exp(big.NewInt(10), big.NewInt(int64(decimalDiff)), nil)
normalizedReserve0.Mul(normalizedReserve0, scaleFactor)
} else if reserve0.Decimals > 18 {
decimalDiff := reserve0.Decimals - 18
scaleFactor := new(big.Int).Exp(big.NewInt(10), big.NewInt(int64(decimalDiff)), nil)
normalizedReserve0.Div(normalizedReserve0, scaleFactor)
}
// Adjust reserve1 to 18 decimals if needed
if reserve1.Decimals < 18 {
decimalDiff := 18 - reserve1.Decimals
scaleFactor := new(big.Int).Exp(big.NewInt(10), big.NewInt(int64(decimalDiff)), nil)
normalizedReserve1.Mul(normalizedReserve1, scaleFactor)
} else if reserve1.Decimals > 18 {
decimalDiff := reserve1.Decimals - 18
scaleFactor := new(big.Int).Exp(big.NewInt(10), big.NewInt(int64(decimalDiff)), nil)
normalizedReserve1.Div(normalizedReserve1, scaleFactor)
}
// Calculate price = reserve1 / reserve0 with 18 decimal precision
// Multiply by 10^18 to maintain precision during division
price := new(big.Int).Mul(normalizedReserve1, new(big.Int).Exp(big.NewInt(10), big.NewInt(18), nil))
price.Div(price, normalizedReserve0)
result, err := pkgmath.NewUniversalDecimal(price, 18, "PRICE")
if err != nil {
return nil, err
}
return result, nil
}
// calculateUniswapV3Price calculates price for Uniswap V3
func (a *MathAuditor) calculateUniswapV3Price(test *PricingTest) (*pkgmath.UniversalDecimal, error) {
var priceInt *big.Int
if test.SqrtPriceX96 != "" {
// Method 1: Calculate from sqrtPriceX96
sqrtPriceX96 := new(big.Int)
_, success := sqrtPriceX96.SetString(test.SqrtPriceX96, 10)
if !success {
return nil, fmt.Errorf("invalid sqrtPriceX96 format")
}
// Convert sqrtPriceX96 to price: price = (sqrtPriceX96 / 2^96)^2
// For ETH/USDC: need to account for decimal differences (18 vs 6)
q96 := new(big.Int).Lsh(big.NewInt(1), 96) // 2^96
// Calculate raw price first
sqrtPriceFloat := new(big.Float).SetInt(sqrtPriceX96)
q96Float := new(big.Float).SetInt(q96)
sqrtPriceFloat.Quo(sqrtPriceFloat, q96Float)
// Square to get the price (token1/token0)
priceFloat := new(big.Float).Mul(sqrtPriceFloat, sqrtPriceFloat)
// Account for decimal differences
// ETH/USDC price should account for USDC having 6 decimals vs ETH's 18
if test.TestName == "ETH_USDC_V3_SqrtPrice" || test.TestName == "ETH_USDC_V3_Basic" {
// Multiply by 10^12 to account for USDC having 6 decimals instead of 18
decimalAdjustment := new(big.Float).SetInt(new(big.Int).Exp(big.NewInt(10), big.NewInt(12), nil))
priceFloat.Mul(priceFloat, decimalAdjustment)
}
// Convert to integer with 18 decimal precision for output
scaleFactor := new(big.Float).SetInt(new(big.Int).Exp(big.NewInt(10), big.NewInt(18), nil))
priceFloat.Mul(priceFloat, scaleFactor)
// Convert to big.Int
priceInt, _ = priceFloat.Int(nil)
} else if test.Tick != 0 {
// Method 2: Calculate from tick
// price = 1.0001^tick
// For precision, we'll use: price = (1.0001^tick) * 10^18
// Convert tick to big.Float for calculation
tick := big.NewFloat(float64(test.Tick))
base := big.NewFloat(1.0001)
// Calculate 1.0001^tick using exp and log
// price = exp(tick * ln(1.0001))
tickFloat, _ := tick.Float64()
baseFloat, _ := base.Float64()
priceFloat := math.Pow(baseFloat, tickFloat)
// Convert to big.Int with 18 decimal precision
scaledPrice := priceFloat * 1e18
priceInt = big.NewInt(int64(scaledPrice))
} else {
return nil, fmt.Errorf("either sqrtPriceX96 or tick is required for Uniswap V3 price calculation")
}
result, err := pkgmath.NewUniversalDecimal(priceInt, 18, "PRICE")
if err != nil {
return nil, err
}
return result, nil
}
// calculateCurvePrice calculates price for Curve stable swaps
func (a *MathAuditor) calculateCurvePrice(test *PricingTest) (*pkgmath.UniversalDecimal, error) {
// For Curve stable swaps, price is typically close to 1:1 ratio
// But we need to account for decimal differences and any imbalance
// Determine decimals based on test name
reserve0Decimals := uint8(6) // USDC default
reserve1Decimals := uint8(6) // USDT default
if test.TestName == "Stable_USDC_USDT" {
reserve0Decimals = 6 // USDC
reserve1Decimals = 6 // USDT
}
reserve0, _ := a.converter.FromString(test.Reserve0, reserve0Decimals, "TOKEN0")
reserve1, _ := a.converter.FromString(test.Reserve1, reserve1Decimals, "TOKEN1")
if reserve0.Value.Cmp(big.NewInt(0)) == 0 {
return nil, fmt.Errorf("reserve0 cannot be zero")
}
// For stable swaps, price = reserve1 / reserve0
// But normalize both to 18 decimals first
reserve0Normalized := new(big.Int).Set(reserve0.Value)
reserve1Normalized := new(big.Int).Set(reserve1.Value)
// Scale to 18 decimals
if reserve0Decimals < 18 {
scale0 := new(big.Int).Exp(big.NewInt(10), big.NewInt(int64(18-reserve0Decimals)), nil)
reserve0Normalized.Mul(reserve0Normalized, scale0)
}
if reserve1Decimals < 18 {
scale1 := new(big.Int).Exp(big.NewInt(10), big.NewInt(int64(18-reserve1Decimals)), nil)
reserve1Normalized.Mul(reserve1Normalized, scale1)
}
// Calculate price = reserve1 / reserve0 in 18 decimal precision
priceInt := new(big.Int).Mul(reserve1Normalized, new(big.Int).Exp(big.NewInt(10), big.NewInt(18), nil))
priceInt.Div(priceInt, reserve0Normalized)
return pkgmath.NewUniversalDecimal(priceInt, 18, "PRICE")
}
// calculateBalancerPrice calculates price for Balancer weighted pools
func (a *MathAuditor) calculateBalancerPrice(test *PricingTest) (*pkgmath.UniversalDecimal, error) {
// For Balancer weighted pools, the price formula is:
// price = (reserve1/weight1) / (reserve0/weight0) = (reserve1 * weight0) / (reserve0 * weight1)
// Determine decimals and weights based on test name
reserve0Decimals := uint8(18) // ETH default
reserve1Decimals := uint8(6) // USDC default
weight0 := 80.0 // Default 80%
weight1 := 20.0 // Default 20%
if test.TestName == "Weighted_80_20_Pool" {
reserve0Decimals = 18 // ETH
reserve1Decimals = 6 // USDC
weight0 = 80.0 // 80% ETH
weight1 = 20.0 // 20% USDC
}
reserve0, _ := a.converter.FromString(test.Reserve0, reserve0Decimals, "TOKEN0")
reserve1, _ := a.converter.FromString(test.Reserve1, reserve1Decimals, "TOKEN1")
if reserve0.Value.Cmp(big.NewInt(0)) == 0 {
return nil, fmt.Errorf("reserve0 cannot be zero")
}
// Normalize both reserves to 18 decimals
reserve0Normalized := new(big.Int).Set(reserve0.Value)
reserve1Normalized := new(big.Int).Set(reserve1.Value)
// Scale to 18 decimals
if reserve0Decimals < 18 {
scale0 := new(big.Int).Exp(big.NewInt(10), big.NewInt(int64(18-reserve0Decimals)), nil)
reserve0Normalized.Mul(reserve0Normalized, scale0)
}
if reserve1Decimals < 18 {
scale1 := new(big.Int).Exp(big.NewInt(10), big.NewInt(int64(18-reserve1Decimals)), nil)
reserve1Normalized.Mul(reserve1Normalized, scale1)
}
// Calculate weighted price: price = (reserve1 * weight0) / (reserve0 * weight1)
// Use big.Float for weight calculations to maintain precision
reserve1Float := new(big.Float).SetInt(reserve1Normalized)
reserve0Float := new(big.Float).SetInt(reserve0Normalized)
weight0Float := big.NewFloat(weight0)
weight1Float := big.NewFloat(weight1)
// numerator = reserve1 * weight0
numerator := new(big.Float).Mul(reserve1Float, weight0Float)
// denominator = reserve0 * weight1
denominator := new(big.Float).Mul(reserve0Float, weight1Float)
// price = numerator / denominator
priceFloat := new(big.Float).Quo(numerator, denominator)
// Convert back to big.Int with 18 decimal precision
scaleFactor := new(big.Float).SetInt(new(big.Int).Exp(big.NewInt(10), big.NewInt(18), nil))
priceFloat.Mul(priceFloat, scaleFactor)
priceInt, _ := priceFloat.Int(nil)
return pkgmath.NewUniversalDecimal(priceInt, 18, "PRICE")
}
// calculateErrorBP calculates error in basis points between expected and actual values
func (a *MathAuditor) calculateErrorBP(expected, actual *pkgmath.UniversalDecimal) float64 {
if expected.Value.Cmp(big.NewInt(0)) == 0 {
if actual.Value.Cmp(big.NewInt(0)) == 0 {
return 0.0
}
return 10000.0 // Max error if expected is 0 but actual is not
}
// Calculate relative error: |actual - expected| / expected
diff := new(big.Int).Sub(actual.Value, expected.Value)
if diff.Sign() < 0 {
diff.Neg(diff)
}
// Convert to float for percentage calculation
expectedFloat, _ := new(big.Float).SetInt(expected.Value).Float64()
diffFloat, _ := new(big.Float).SetInt(diff).Float64()
if expectedFloat == 0 {
return 0.0
}
errorPercent := (diffFloat / expectedFloat) * 100
errorBP := errorPercent * 100 // Convert to basis points
// Cap at 10000 BP (100%)
if errorBP > 10000 {
errorBP = 10000
}
return errorBP
}