d34da789ec
- Introduced `config_utils.py` for loading and managing strategy configurations, including functions for loading templates, generating dropdown options, and retrieving parameter schemas and default values. - Added JSON templates for EMA Crossover, MACD, and RSI strategies, defining their parameters and validation rules to enhance modularity and maintainability. - Implemented `StrategyManager` in `manager.py` for managing user-defined strategies with file-based storage, supporting easy sharing and portability. - Updated `__init__.py` to include new components and ensure proper module exports. - Enhanced error handling and logging practices across the new modules for improved reliability. These changes establish a robust foundation for strategy management and configuration, aligning with project goals for modularity, performance, and maintainability.
55 lines
1.5 KiB
JSON
55 lines
1.5 KiB
JSON
{
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"type": "ema_crossover",
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"name": "EMA Crossover",
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"description": "Exponential Moving Average crossover strategy that generates buy signals when fast EMA crosses above slow EMA and sell signals when fast EMA crosses below slow EMA.",
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"category": "trend_following",
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"parameter_schema": {
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"fast_period": {
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"type": "int",
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"description": "Period for fast EMA calculation",
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"min": 5,
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"max": 50,
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"default": 12,
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"required": true
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},
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"slow_period": {
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"type": "int",
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"description": "Period for slow EMA calculation",
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"min": 10,
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"max": 200,
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"default": 26,
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"required": true
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},
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"min_price_change": {
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"type": "float",
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"description": "Minimum price change percentage to validate signal",
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"min": 0.0,
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"max": 10.0,
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"default": 0.5,
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"required": false
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}
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},
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"default_parameters": {
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"fast_period": 12,
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"slow_period": 26,
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"min_price_change": 0.5
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},
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"metadata": {
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"required_indicators": ["ema"],
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"timeframes": ["1h", "4h", "1d"],
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"market_conditions": ["trending"],
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"risk_level": "medium",
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"difficulty": "beginner",
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"signals": {
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"buy": "Fast EMA crosses above slow EMA",
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"sell": "Fast EMA crosses below slow EMA"
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},
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"performance_notes": "Works best in trending markets, may generate false signals in sideways markets"
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},
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"validation_rules": {
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"fast_period_less_than_slow": {
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"rule": "fast_period < slow_period",
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"message": "Fast period must be less than slow period"
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}
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}
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} |