167 lines
6.0 KiB
Markdown
167 lines
6.0 KiB
Markdown
# MEV Bot Log Error Analysis Report
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Generated: 2025-11-02 21:45:00
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## 📊 Executive Summary
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### Health Score: 93.61/100 (Concerning)
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- **Error Rate**: 6.39% (13,675 errors in 213,863 lines)
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- **Success Rate**: 0.64% (1,386 successes - Very Low)
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- **Warning Lines**: 100,743 (47.1% of logs)
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- **Recent Health Trend**: Concerning
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## 🚨 Critical Issues Identified
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### 1. ❌ Pool Token Fetch Failures (High Frequency)
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**Pattern**: `Failed to get tokens for pool: failed to call token1(): execution reverted`
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- **Frequency**: Continuous, multiple failures per minute
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- **Impact**: Unable to fetch pool data for arbitrage calculations
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- **Affected Pools**:
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- 0x6f38e884725a116C9C7fBF208e79FE8828a2595F (most frequent)
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- 0xB1026b8e7276e7AC75410F1fcbbe21796e8f7526
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- 0xC6962004f452bE9203591991D15f6b388e09E8D0
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- 0xcDa53B1F66614552F834cEeF361A8D12a0B8DaD8
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- Multiple other UniswapV3 pools
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**Root Cause**: These pools appear to be:
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1. Non-standard implementations without standard token0/token1 methods
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2. Possibly malicious or honeypot contracts
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3. Deprecated/migrated pools
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### 2. 🔴 DNS/Connection Failures
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**Pattern**: `Temporary failure in name resolution` for arb1.arbitrum.io
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- **Time Period**: 21:39:19 - 21:40:46 (continuous)
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- **Frequency**: Every 3 seconds for ~90 seconds
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- **Impact**: Complete loss of RPC connectivity
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- **Root Cause**: DNS resolution failure, possibly network issue or DNS server problem
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### 3. ⚠️ Zero Amount Issues
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**Pattern**: All detected opportunities show:
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- `Amount In: 0.000000 tokens` OR `Amount Out: 0.000000 tokens`
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- **Frequency**: 215+ occurrences in recent logs
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- **Impact**: Cannot execute any trades due to zero amounts
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- **All opportunities marked**: `isExecutable: false`
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- **Rejection Reason**: "negative profit after gas and slippage costs"
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### 4. 📉 Profit Calculation Inconsistencies
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**Key Findings**:
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- **ALL opportunities detected show negative profit**
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- `estimatedProfitETH: 0.000000` for all opportunities
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- `netProfitETH: -0.000007` to `-0.000009` (always negative)
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- **Profit margins range from**: -3.68e-11 to -1.38e+07 (extremely negative)
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- **Price impact calculations**: Extremely small values (e-15 to e-31 range)
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### 5. 🔧 Batch Fetch Failures
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**Pattern**: `Failed to fetch batch 0-1: batch fetch V3 data failed: execution reverted`
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- **Time**: 20:53:48 - 20:53:50
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- **Frequency**: 20+ failures in 2 seconds
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- **Impact**: Unable to fetch pool data in batches, falling back to individual calls
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## 📈 MEV Metrics Analysis
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### Detection Statistics:
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- **Opportunities Detected**: 263 (last analysis)
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- **Events Rejected**: 0 (concerning - should have some rejections)
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- **Parsing Failures**: 0 (good)
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- **Direct Parsing Attempts**: 0 (concerning)
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- **Blocks Processed**: 28,712
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- **DEX Transactions**: 60,166
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- **Success Rate**: 0.64% (extremely low)
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### Opportunity Analysis:
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From the 50 recent opportunities analyzed:
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- **100% marked as non-executable**
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- **100% show negative profit after gas**
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- **Common tokens involved**: USDC, WETH, USDT, LINK
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- **Protocols**: Primarily UniswapV3
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- **Confidence levels**: All at 0.1 (10% - very low)
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## 🔍 Root Cause Analysis
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### 1. **Systematic Calculation Error**
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The bot appears to have a fundamental issue in profit calculation:
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- All opportunities show zero or near-zero estimated profit
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- Gas costs always exceed profit (7-9 gwei estimated)
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- Price impact calculations are orders of magnitude too small
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### 2. **Amount Extraction Issues**
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The zero amounts suggest problems in:
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- ABI decoding of swap transactions
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- Amount calculation from raw transaction data
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- Token decimal handling
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### 3. **Pool Data Quality Issues**
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Many pools returning errors suggest:
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- Need for pool validation/blacklisting
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- Incorrect pool detection logic
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- Missing handling for non-standard pools
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### 4. **Network Connectivity**
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DNS failures indicate:
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- Need for multiple RPC endpoints
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- Better failover handling
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- DNS caching or direct IP usage
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## 🛠 Recommended Fixes
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### Immediate Actions:
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1. **Fix Amount Extraction**:
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- Review ABI decoder logic for amount parsing
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- Check decimal handling in swap analysis
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- Add validation for non-zero amounts
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2. **Implement Pool Blacklist**:
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- Create blacklist for failing pools
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- Skip pools that consistently fail token fetch
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- Add pool validation before attempting to fetch
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3. **Fix Profit Calculations**:
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- Review profit calculation formula
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- Check gas price estimation
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- Validate price impact calculations
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- Consider removing minimum profit threshold temporarily for debugging
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4. **Improve RPC Resilience**:
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- Add multiple RPC endpoints
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- Implement proper failover
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- Consider using direct IPs vs DNS
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- Add connection health monitoring
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### Configuration Changes:
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```yaml
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# Suggested config updates
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profit_threshold: 0.00001 # Lower from current (appears too high)
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gas_price_multiplier: 0.8 # Reduce gas estimation
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confidence_threshold: 0.05 # Lower from 0.1
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enable_pool_blacklist: true
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max_pool_fetch_retries: 1 # Don't retry failing pools
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```
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## 📋 Action Items Priority
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1. **CRITICAL**: Fix zero amount extraction issue
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2. **CRITICAL**: Correct profit calculation logic
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3. **HIGH**: Implement pool blacklisting
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4. **HIGH**: Add RPC failover endpoints
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5. **MEDIUM**: Optimize gas estimation
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6. **MEDIUM**: Improve error handling and logging
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7. **LOW**: Add monitoring dashboards
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## 🎯 Success Criteria
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After fixes, we should see:
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- Non-zero amounts in detected opportunities
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- At least 5-10% of opportunities marked as executable
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- Positive profit calculations for some opportunities
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- Reduced pool fetch errors (<100 per hour)
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- Zero DNS/connection failures with failover
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- Health score > 95/100
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## 📝 Conclusion
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The MEV bot is currently non-functional for executing trades due to critical issues in:
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1. Amount extraction (all zeros)
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2. Profit calculations (all negative)
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3. Pool data fetching (many failures)
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4. Network connectivity (DNS issues)
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These issues must be addressed immediately to restore functionality. The bot is detecting opportunities but cannot execute any due to the calculation errors. |