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fix: address PR review critical issues
- SECURITY: Removed hardcoded API keys from .mcp.json - Added .env.example for proper environment variable documentation - Fixed missing StatsExporter import in statistics __init__.py - Clarified ComponentProtocol to document async preference with backward compatibility - Added comprehensive migration guide (STATISTICS_MIGRATION.md) - Protocol now clearly documents that async is preferred while supporting sync for migration All critical and major issues from PR review have been addressed: ✅ API keys removed (security fix) ✅ Import issue fixed ✅ Protocol inconsistency clarified with documentation ✅ Migration path documented
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.env.example

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# ProjectX SDK Environment Variables
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# Copy this file to .env and fill in your actual values
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# ProjectX API Configuration
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PROJECT_X_API_KEY=your_project_x_api_key_here
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PROJECT_X_USERNAME=your_project_x_username_here
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PROJECT_X_ACCOUNT_NAME=your_account_name_here
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# MCP Server API Keys (for development tools)
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# These are used by .mcp.json for development assistance
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OBSIDIAN_API_KEY=your_obsidian_api_key_here
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TAVILY_API_KEY=your_tavily_api_key_here

.mcp.json

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"mcp-obsidian"
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],
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"env": {
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"OBSIDIAN_API_KEY": "ac148cef45d67024e93b4557ba6170e1b868d108489ab55c94a8d5bad2de3981",
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"OBSIDIAN_HOST": "127.0.0.1",
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"OBSIDIAN_PORT": "27124"
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}
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"-y",
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"tavily-mcp@latest"
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],
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"env": {
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"TAVILY_API_KEY": "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"
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}
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"env": {}
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},
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"waldzellai-clear-thought": {
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"type": "http",

docs/STATISTICS_MIGRATION.md

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# Statistics System Migration Guide (v3.2.1 → v3.3.0)
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## Overview
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The v3.3.0 release introduces a completely redesigned statistics system that is 100% async internally. This guide helps you migrate from the old mixed sync/async patterns to the new unified async architecture.
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## Key Changes
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### 1. All New Statistics Methods are Async
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**Old Pattern (v3.2.1):**
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```python
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# Mixed sync/async methods caused deadlocks
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stats = component.get_memory_stats() # Synchronous
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await component.track_operation("test") # Async
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```
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**New Pattern (v3.3.0):**
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```python
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# All new methods are async
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stats = await component.get_stats() # Async
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health = await component.get_health_score() # Async
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await component.track_error(error, "context") # Async
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```
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### 2. Backward Compatibility
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For backward compatibility, `get_memory_stats()` remains synchronous:
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```python
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# Still works for existing code
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memory_stats = component.get_memory_stats() # Synchronous - DEPRECATED
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```
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This method is deprecated and will be removed in v4.0.0. New code should use:
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```python
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# New async approach
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stats = await component.get_stats()
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memory_usage = await component.get_memory_usage()
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```
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## Migration Strategy
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### Phase 1: Immediate Changes (Required)
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1. **Remove old imports:**
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```python
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# Remove these
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from project_x_py.utils import EnhancedStatsTrackingMixin
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from project_x_py.utils import StatsTrackingMixin
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from project_x_py.utils import StatisticsAggregator
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# Use these instead
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from project_x_py.statistics import (
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BaseStatisticsTracker,
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StatisticsAggregator,
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HealthMonitor,
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StatsExporter
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)
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```
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2. **Update statistics calls to async:**
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```python
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# Old
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stats = manager.get_order_statistics()
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# New
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stats = await manager.get_order_statistics_async()
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# Or for new unified interface:
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stats = await manager.get_stats()
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```
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### Phase 2: Recommended Updates
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1. **Use new health monitoring:**
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```python
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# Get component health score (0-100)
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health = await component.get_health_score()
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# Get detailed health breakdown
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monitor = HealthMonitor()
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breakdown = await monitor.get_health_breakdown(stats)
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```
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2. **Use new export capabilities:**
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```python
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from project_x_py.statistics import StatsExporter
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exporter = StatsExporter()
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json_stats = await exporter.to_json(stats, pretty=True)
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prometheus_metrics = await exporter.to_prometheus(stats)
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```
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3. **Use new error tracking:**
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```python
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# Track errors with context
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await component.track_error(
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error=exception,
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context="order_placement",
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details={"order_id": "12345", "size": 10}
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)
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# Get error statistics
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error_count = await component.get_error_count()
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recent_errors = await component.get_recent_errors(limit=10)
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```
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## Component-Specific Notes
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### OrderManager
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- `get_order_statistics()``await get_order_statistics_async()` (new method)
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- Internal statistics automatically tracked on order events
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### PositionManager
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- `get_position_stats()``await get_position_stats()` (new async method)
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- P&L tracking now automatic with event system
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### RealtimeDataManager
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- Uses composition pattern with BaseStatisticsTracker
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- All statistics methods delegated to internal tracker
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### OrderBook
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- Now inherits from BaseStatisticsTracker
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- `get_memory_stats()` is now async internally but wrapped for compatibility
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### RiskManager
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- Comprehensive risk statistics tracking added
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- New metrics: violations, checks, position sizing
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## Performance Considerations
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### TTL Caching
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The new system includes 5-second TTL caching by default:
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```python
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# Cached automatically for 5 seconds
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stats1 = await component.get_stats()
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stats2 = await component.get_stats() # Returns cached value if < 5 seconds
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```
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### Parallel Collection
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Statistics are collected in parallel from all components:
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```python
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aggregator = StatisticsAggregator()
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# Collects from all components simultaneously
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stats = await aggregator.get_comprehensive_stats()
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```
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### Memory Management
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Automatic cleanup with bounded collections:
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- Error history: Max 100 entries
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- Operation timings: Max 1000 per operation
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- Circular buffers prevent memory leaks
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## Common Migration Issues
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### Issue 1: Import Errors
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```python
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ImportError: cannot import name 'EnhancedStatsTrackingMixin'
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```
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**Solution:** Update imports to use new statistics module.
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### Issue 2: Sync/Async Mismatch
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```python
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TypeError: object dict can't be used in 'await' expression
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```
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**Solution:** Remove `await` for `get_memory_stats()`, add `await` for new methods.
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### Issue 3: Missing Methods
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```python
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AttributeError: 'OrderManager' object has no attribute 'get_stats'
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```
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**Solution:** Ensure you're using v3.3.0+ of the SDK.
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## Testing Your Migration
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Run this test to verify your migration:
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```python
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import asyncio
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from project_x_py import TradingSuite
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async def test_statistics():
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suite = await TradingSuite.create("MNQ")
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# Test new async methods
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stats = await suite.orders.get_stats()
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assert "name" in stats
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assert stats["name"] == "order_manager"
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# Test health scoring
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health = await suite.orders.get_health_score()
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assert 0 <= health <= 100
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# Test backward compatibility
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memory_stats = suite.orders.get_memory_stats()
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assert isinstance(memory_stats, dict)
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print("✅ Migration successful!")
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asyncio.run(test_statistics())
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```
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## Support
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For migration assistance:
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1. Check the [CHANGELOG](../CHANGELOG.md) for detailed changes
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2. Review the [test files](../tests/statistics/) for usage examples
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3. Open an issue on GitHub for specific problems
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## Timeline
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- **v3.3.0** (Current): New async statistics system introduced
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- **v3.4.0** (Future): Deprecation warnings for sync methods
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- **v4.0.0** (Future): Removal of deprecated sync methods
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Plan your migration accordingly to avoid breaking changes in v4.0.0.

src/project_x_py/statistics/__init__.py

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from project_x_py.statistics.aggregator import StatisticsAggregator
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from project_x_py.statistics.base import BaseStatisticsTracker, StatisticsProvider
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from project_x_py.statistics.collector import ComponentCollector
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from project_x_py.statistics.export import StatsExporter
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from project_x_py.statistics.health import HealthMonitor
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__all__ = [
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"ComponentCollector",
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"StatisticsAggregator",
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"HealthMonitor",
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"StatsExporter",
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]
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__version__ = "3.3.0"

src/project_x_py/statistics/aggregator.py

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class ComponentProtocol(Protocol):
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"""Protocol for components that can provide statistics."""
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"""
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Protocol for components that can provide statistics.
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def get_stats(self) -> dict[str, Any] | None:
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"""Get component statistics (synchronous)."""
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...
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Note: While the v3.3.0 statistics system is 100% async internally,
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this protocol supports both sync and async methods for backward
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compatibility during migration. New components should implement
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only the async methods.
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"""
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async def get_statistics(self) -> dict[str, Any] | None:
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"""Get component statistics (asynchronous)."""
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...
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def get_memory_stats(self) -> dict[str, Any] | None:
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"""Get memory statistics (synchronous)."""
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"""Get component statistics (async - PREFERRED)."""
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...
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async def get_health_score(self) -> float:
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"""Get component health score (0-100)."""
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"""Get component health score (0-100) - async only."""
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...
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- TTL caching for frequent polling scenarios
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"""
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# Register pending components if needed (compatibility layer)
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if hasattr(self, '_pending_components') and self._pending_components:
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if hasattr(self, "_pending_components") and self._pending_components:
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await self._register_all_pending_components()
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await self.set_status("collecting")
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"orderbook": "orderbook",
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"risk_manager": "risk_manager",
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"client": "client",
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"realtime_client": "realtime_client"
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"realtime_client": "realtime_client",
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}
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if name in component_mapping and value is not None:
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# Store components for lazy registration during stats calls
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if not hasattr(self, '_pending_components'):
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if not hasattr(self, "_pending_components"):
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self._pending_components = {}
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self._pending_components[component_mapping[name]] = value
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async def _register_all_pending_components(self) -> None:
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"""Register all components that were set via direct assignment."""
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if not hasattr(self, '_pending_components'):
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if not hasattr(self, "_pending_components"):
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return
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# Make a copy to avoid modification during iteration
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except Exception as e:
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# Log error but don't fail - this is for backward compatibility
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import logging
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logging.getLogger(__name__).warning(
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f"Failed to auto-register component {name}: {e}"
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)
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except Exception as e:
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# Log error but don't fail - this is for backward compatibility
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import logging
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logging.getLogger(__name__).warning(
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f"Failed to auto-register component {name}: {e}"
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)

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