c4ec3fac9f
- Suppressed SQLAlchemy logging in `app.py` and `main.py` to reduce console verbosity. - Introduced a new modular chart system in `components/charts/` with a `ChartBuilder` class for flexible chart creation. - Added utility functions for data processing and validation in `components/charts/utils.py`. - Implemented indicator definitions and configurations in `components/charts/config/indicator_defs.py`. - Created a comprehensive documentation structure for the new chart system, ensuring clarity and maintainability. - Added unit tests for the `ChartBuilder` class to verify functionality and robustness. - Updated existing components to integrate with the new chart system, enhancing overall architecture and user experience.
92 lines
5.4 KiB
Markdown
92 lines
5.4 KiB
Markdown
# Task 3.4: Modular Chart Layers System
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## Overview
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Implementation of a flexible, strategy-driven chart system that supports technical indicator overlays, subplot management, and future bot signal integration. This system will replace the basic chart functionality with a modular architecture that can adapt to different trading strategies and their specific indicator requirements.
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## Relevant Files
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- `components/charts/__init__.py` - Public API exports for the new modular chart system
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- `components/charts/builder.py` - Main ChartBuilder class orchestrating chart creation and layer management
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- `components/charts/utils.py` - Chart utilities and helper functions for data processing and validation
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- `components/charts/config/__init__.py` - Configuration package initialization
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- `components/charts/config/indicator_defs.py` - Base indicator definitions, schemas, and default parameters
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- `components/charts/config/strategy_charts.py` - Strategy-specific chart configurations and presets
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- `components/charts/config/defaults.py` - Default chart configurations and fallback settings
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- `components/charts/layers/__init__.py` - Chart layers package initialization
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- `components/charts/layers/base.py` - Base candlestick chart layer implementation
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- `components/charts/layers/indicators.py` - Indicator overlay rendering (SMA, EMA, Bollinger Bands)
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- `components/charts/layers/subplots.py` - Subplot management for indicators like RSI and MACD
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- `components/charts/layers/signals.py` - Strategy signal overlays and trade markers (future bot integration)
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- `app.py` - Updated dashboard integration with indicator selection controls
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- `components/dashboard.py` - Enhanced dashboard layout with chart configuration UI
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- `tests/test_chart_builder.py` - Unit tests for ChartBuilder class functionality
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- `tests/test_chart_layers.py` - Unit tests for individual chart layer components
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- `tests/test_chart_integration.py` - Integration tests for full chart creation workflow
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### Notes
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- The modular design allows each chart layer to be tested independently
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- Strategy configurations are JSON-based for easy modification without code changes
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- Integration with existing `data/common/indicators.py` for technical indicator calculations
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- Backward compatibility maintained with existing `components/charts.py` API
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- Use `uv run pytest tests/test_chart_*.py` to run chart-specific tests
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- create documentation with importand components in ./docs/components/charts/ folder without redundancy
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## Tasks
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- [x] 1.0 Foundation Infrastructure Setup
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- [x] 1.1 Create components/charts directory structure and package files
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- [x] 1.2 Implement ChartBuilder class with basic candlestick chart creation
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- [x] 1.3 Create chart utilities for data processing and validation
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- [x] 1.4 Integrate with existing data/common/indicators.py module
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- [x] 1.5 Setup backward compatibility with existing components/charts.py API
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- [x] 1.6 Create basic unit tests for ChartBuilder class
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- [ ] 2.0 Indicator Layer System Implementation
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- [ ] 2.1 Create base candlestick chart layer with volume subplot
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- [ ] 2.2 Implement overlay indicator rendering (SMA, EMA)
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- [ ] 2.3 Add Bollinger Bands overlay functionality
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- [ ] 2.4 Create subplot management system for secondary indicators
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- [ ] 2.5 Implement RSI subplot with proper scaling and styling
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- [ ] 2.6 Add MACD subplot with signal line and histogram
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- [ ] 2.7 Create indicator calculation integration with market data
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- [ ] 2.8 Add error handling for insufficient data scenarios
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- [ ] 2.9 Unit test all indicator layer components
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- [ ] 3.0 Strategy Configuration System
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- [ ] 3.1 Design indicator definition schema and validation
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- [ ] 3.2 Create default indicator configurations and parameters
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- [ ] 3.3 Implement strategy-specific chart configuration system
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- [ ] 3.4 Add configuration validation and error handling
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- [ ] 3.5 Create example strategy configurations (EMA crossover, momentum)
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- [ ] 3.6 Add configuration fallback mechanisms for missing strategies
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- [ ] 3.7 Unit test configuration system and validation
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- [ ] 4.0 Dashboard Integration and UI Controls
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- [ ] 4.1 Add indicator selection checkboxes to dashboard layout
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- [ ] 4.2 Create real-time chart updates with indicator toggling
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- [ ] 4.3 Implement parameter adjustment controls for indicators
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- [ ] 4.4 Add strategy selection dropdown for predefined configurations
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- [ ] 4.5 Update chart callback functions to handle new layer system
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- [ ] 4.6 Ensure backward compatibility with existing dashboard features
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- [ ] 4.7 Test dashboard integration with real market data
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- [ ] 5.0 Signal Layer Foundation for Future Bot Integration
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- [ ] 5.1 Create signal layer architecture for buy/sell markers
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- [ ] 5.2 Implement trade entry/exit point visualization
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- [ ] 5.3 Add support/resistance line drawing capabilities
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- [ ] 5.4 Create extensible interface for custom strategy signals
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- [ ] 5.5 Add signal color and style customization options
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- [ ] 5.6 Prepare integration points for bot management system
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- [ ] 5.7 Create foundation tests for signal layer functionality
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- [ ] 6.0 Documentation
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- [ ] 6.1 Create documentation for the chart layers system
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- [ ] 6.2 Add documentation to the README
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- [ ] 6.3 Create documentation for the ChartBuilder class
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- [ ] 6.4 Create documentation for the ChartUtils class
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- [ ] 6.5 Create documentation for the ChartConfig package
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- [ ] 6.6 Create documentation how to add new indicators
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- [ ] 6.7 Create documentation how to add new strategies
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