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.
67 lines
1.9 KiB
JSON
67 lines
1.9 KiB
JSON
{
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"type": "rsi",
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"name": "RSI Strategy",
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"description": "Relative Strength Index momentum strategy that generates buy signals when RSI is oversold and sell signals when RSI is overbought.",
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"category": "momentum",
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"parameter_schema": {
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"period": {
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"type": "int",
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"description": "Period for RSI calculation",
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"min": 2,
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"max": 50,
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"default": 14,
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"required": true
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},
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"overbought": {
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"type": "float",
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"description": "RSI overbought threshold (sell signal)",
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"min": 50.0,
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"max": 95.0,
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"default": 70.0,
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"required": true
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},
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"oversold": {
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"type": "float",
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"description": "RSI oversold threshold (buy signal)",
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"min": 5.0,
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"max": 50.0,
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"default": 30.0,
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"required": true
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},
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"neutrality_zone": {
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"type": "bool",
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"description": "Enable neutrality zone between 40-60 RSI",
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"default": false,
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"required": false
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}
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},
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"default_parameters": {
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"period": 14,
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"overbought": 70.0,
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"oversold": 30.0,
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"neutrality_zone": false
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},
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"metadata": {
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"required_indicators": ["rsi"],
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"timeframes": ["15m", "1h", "4h", "1d"],
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"market_conditions": ["volatile", "ranging"],
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"risk_level": "medium",
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"difficulty": "beginner",
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"signals": {
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"buy": "RSI below oversold threshold",
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"sell": "RSI above overbought threshold",
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"hold": "RSI in neutral zone (if enabled)"
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},
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"performance_notes": "Works well in ranging markets, may lag in strong trending markets"
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},
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"validation_rules": {
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"oversold_less_than_overbought": {
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"rule": "oversold < overbought",
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"message": "Oversold threshold must be less than overbought threshold"
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},
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"valid_threshold_range": {
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"rule": "oversold >= 5 and overbought <= 95",
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"message": "Thresholds must be within valid RSI range (5-95)"
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}
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}
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} |