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remove emojis from console

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Dobromir Popov
2025-10-25 16:35:08 +03:00
parent 5aa4925cff
commit b8f54e61fa
75 changed files with 828 additions and 828 deletions
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38
.kiro/specs/1.multi-modal-trading-system/AUDIT_SUMMARY.md
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@@ -13,19 +13,19 @@ Comprehensive audit of the multi-modal trading system revealed a **strong, well-
┌─────────────────────────────────────────────────────────────┐
│ COBY System (Standalone) │
│ Multi-Exchange Aggregation │ TimescaleDB │ Redis Cache │
│ Status: ✅ Fully Operational │
│ Status: Fully Operational │
└─────────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────────┐
│ Core DataProvider (core/data_provider.py) │
│ Automatic Maintenance │ Williams Pivots │ COB Integration │
│ Status: ✅ Implemented, Needs Enhancement │
│ Status: Implemented, Needs Enhancement │
└─────────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────────┐
│ StandardizedDataProvider (core/standardized_data_provider.py) │
│ BaseDataInput │ ModelOutputManager │ Unified Interface │
│ Status: ✅ Implemented, Needs Heatmap Integration │
│ Status: Implemented, Needs Heatmap Integration │
└─────────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────────┐
@@ -35,7 +35,7 @@ Comprehensive audit of the multi-modal trading system revealed a **strong, well-
## Key Findings
### ✅ Strengths (Fully Implemented)
### Strengths (Fully Implemented)
1. **COBY System**
- Standalone multi-exchange data aggregation
@@ -82,7 +82,7 @@ Comprehensive audit of the multi-modal trading system revealed a **strong, well-
- Live price fetching with multiple fallbacks
- **Status**: Core functionality complete
### ⚠️ Partial Implementations (Needs Validation)
### Partial Implementations (Needs Validation)
1. **COB Raw Tick Storage**
- Structure exists (30 min buffer)
@@ -99,7 +99,7 @@ Comprehensive audit of the multi-modal trading system revealed a **strong, well-
- No unified interface yet
- Needs adapter layer
### ❌ Areas Needing Enhancement
### Areas Needing Enhancement
1. **COB Data Collection Robustness**
- **Issue**: NoneType errors in `_cob_aggregation_worker`
@@ -197,23 +197,23 @@ Dashboard / External Consumers
## Code Quality Assessment
### Excellent
- ✅ Comprehensive error handling in EnhancedCOBWebSocket
- ✅ Thread-safe data access patterns
- ✅ Clear separation of concerns across layers
- ✅ Extensive logging for debugging
- ✅ Proper use of dataclasses for type safety
- Comprehensive error handling in EnhancedCOBWebSocket
- Thread-safe data access patterns
- Clear separation of concerns across layers
- Extensive logging for debugging
- Proper use of dataclasses for type safety
### Good
- ✅ Automatic data maintenance workers
- ✅ Fallback mechanisms for API failures
- ✅ Subscriber pattern for data distribution
- ✅ Pivot-based normalization system
- Automatic data maintenance workers
- Fallback mechanisms for API failures
- Subscriber pattern for data distribution
- Pivot-based normalization system
### Needs Improvement
- ⚠️ Defensive programming in COB aggregation
- ⚠️ Configuration management (hardcoded values)
- ⚠️ Comprehensive input validation
- ⚠️ Data quality monitoring
- Defensive programming in COB aggregation
- Configuration management (hardcoded values)
- Comprehensive input validation
- Data quality monitoring
## Recommendations