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Bill
b3debc125f
Reorganize documentation into user-focused, developer-focused, and deployment-focused sections. **New structure:** - Root: README.md (streamlined), QUICK_START.md, API_REFERENCE.md - docs/user-guide/: configuration, API usage, integrations, troubleshooting - docs/developer/: contributing, development setup, testing, architecture - docs/deployment/: Docker deployment, production checklist, monitoring - docs/reference/: environment variables, MCP tools, data formats **Changes:** - Streamline README.md from 831 to 469 lines - Create QUICK_START.md for 5-minute onboarding - Create API_REFERENCE.md as single source of truth for API - Remove 9 outdated specification docs (v0.2.0 API design) - Remove DOCKER_API.md (content consolidated into new structure) - Remove docs/plans/ directory with old design documents - Update CLAUDE.md with documentation structure guide - Remove orchestration-specific references **Benefits:** - Clear entry points for different audiences - No content duplication - Better discoverability through logical hierarchy - All content reflects current v0.3.0 API
101 lines
4.0 KiB
Markdown
101 lines
4.0 KiB
Markdown
# AI-Trader Roadmap
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This document outlines planned features and improvements for the AI-Trader project.
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## Release Planning
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### v0.4.0 - Enhanced Simulation Management (Planned)
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**Focus:** Improved simulation control, resume capabilities, and performance analysis
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#### Simulation Resume & Continuation
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- **Resume from Last Completed Date** - API to continue simulations without re-running completed dates
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- `POST /simulate/resume` - Resume last incomplete job or start from last completed date
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- `POST /simulate/continue` - Extend existing simulation with new date range
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- Query parameters to specify which model(s) to continue
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- Automatic detection of last completed date per model
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- Validation to prevent overlapping simulations
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- Support for extending date ranges forward in time
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- Use cases:
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- Daily simulation updates (add today's date to existing run)
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- Recovering from failed jobs (resume from interruption point)
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- Incremental backtesting (extend historical analysis)
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#### Position History & Analysis
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- **Position History Tracking** - Track position changes over time
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- Query endpoint: `GET /positions/history?model=<name>&start_date=<date>&end_date=<date>`
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- Timeline view of all trades and position changes
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- Calculate holding periods and turnover rates
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- Support for position snapshots at specific dates
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#### Performance Metrics
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- **Advanced Performance Analytics** - Calculate standard trading metrics
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- Sharpe ratio, Sortino ratio, maximum drawdown
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- Win rate, average win/loss, profit factor
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- Volatility and beta calculations
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- Risk-adjusted returns
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- Comparison across models
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#### Data Management
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- **Price Data Management API** - Endpoints for price data operations
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- `GET /data/coverage` - Check date ranges available per symbol
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- `POST /data/download` - Trigger manual price data downloads
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- `GET /data/status` - Check download progress and rate limits
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- `DELETE /data/range` - Remove price data for specific date ranges
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#### Web UI
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- **Dashboard Interface** - Web-based monitoring and control interface
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- Job management dashboard
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- View active, pending, and completed jobs
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- Start new simulations with form-based configuration
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- Monitor job progress in real-time
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- Cancel running jobs
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- Results visualization
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- Performance charts (P&L over time, cumulative returns)
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- Position history timeline
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- Model comparison views
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- Trade log explorer with filtering
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- Configuration management
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- Model configuration editor
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- Date range selection with calendar picker
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- Price data coverage visualization
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- Technical implementation
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- Modern frontend framework (React, Vue.js, or Svelte)
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- Real-time updates via WebSocket or SSE
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- Responsive design for mobile access
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- Chart library (Plotly.js, Chart.js, or Recharts)
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- Served alongside API (single container deployment)
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#### Development Infrastructure
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- **Migration to uv Package Manager** - Modern Python package management
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- Replace pip with uv for dependency management
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- Create pyproject.toml with project metadata and dependencies
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- Update Dockerfile to use uv for faster, more reliable builds
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- Update development documentation and workflows
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- Benefits:
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- 10-100x faster dependency resolution and installation
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- Better dependency locking and reproducibility
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- Unified tool for virtual environments and package management
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- Drop-in pip replacement with improved UX
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## Contributing
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We welcome contributions to any of these planned features! Please see [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.
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To propose a new feature:
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1. Open an issue with the `feature-request` label
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2. Describe the use case and expected behavior
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3. Discuss implementation approach with maintainers
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4. Submit a PR with tests and documentation
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## Version History
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- **v0.1.0** - Initial release with batch execution
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- **v0.2.0** - Docker deployment support
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- **v0.3.0** - REST API, on-demand downloads, database storage (current)
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- **v0.4.0** - Enhanced simulation management (planned)
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---
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Last updated: 2025-10-31
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