mirror of
https://github.com/NicolasBohn/NexQuant.git
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TPTBusiness
b98c9cd572
- Add GitHub issue templates (bug, feature, docs) - Add pull request template with closed-source checklist - Add CODEOWNERS for code review assignment - Add CI/CD workflows (ci, lint, security, docs, release) - pytest + coverage with Python 3.10/3.11 matrix - Ruff + MyPy code quality checks - Bandit + safety security scanning - Sphinx docs + GitHub Pages deployment - Automated PyPI releases on tag push - Add 6 comprehensive examples + Jupyter quickstart - 01_factor_discovery.py (LLM factor generation) - 02_factor_evolution.py (factor optimization) - 03_strategy_generation.py (IC-weighted combination) - 04_backtest_simple.py (strategy backtesting) - 05_model_training.py (XGBoost/LSTM training) - 06_rl_trading_agent.py (PPO/DQN/A2C agents) - notebooks/quickstart.ipynb (interactive tutorial) - Restructure .gitignore with explicit closed-source sections - Add CI/coverage/license badges to README - Complete CLI docstrings for all 9 commands - Add data_config.yaml for quant loop configuration
103 lines
4.0 KiB
Python
103 lines
4.0 KiB
Python
"""
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Predix CLI Welcome Screen - Beautiful dashboard for GitHub README screenshot.
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"""
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import os
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import subprocess
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from pathlib import Path
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from rich.console import Console
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from rich.panel import Panel
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from rich.table import Table
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from rich.text import Text
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from rich.align import Align
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from rich.layout import Layout
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from datetime import datetime
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console = Console()
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def show_welcome():
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"""Show beautiful Predix welcome screen."""
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# Header
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console.print()
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title = Text("🤖 PREDIX", style="bold cyan")
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subtitle = Text("AI-Powered Quantitative Trading Agent for EUR/USD Forex", style="dim white")
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console.print(Align.center(title))
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console.print(Align.center(subtitle))
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console.print()
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# Version info
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version_panel = Panel(
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f"[bold green]v2.0.0[/bold green] • Released: 2026.04.10 • [dim]MIT License[/dim]",
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border_style="green",
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title="📦 Release",
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title_align="left"
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)
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console.print(version_panel)
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console.print()
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# System Stats
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stats_table = Table(show_header=False, box=None, padding=(0, 2))
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stats_table.add_column("Metric", style="cyan")
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stats_table.add_column("Value", style="bold white")
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stats_table.add_column("Metric2", style="cyan")
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stats_table.add_column("Value2", style="bold white")
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# Count factors and strategies
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factors_dir = Path("results/factors")
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strategies_dir = Path("results/strategies_new")
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factor_count = len(list(factors_dir.glob("*.json"))) if factors_dir.exists() else 0
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strategy_count = len(list(strategies_dir.glob("*.json"))) if strategies_dir.exists() else 0
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stats_table.add_row("📊 Factors", f"[green]{factor_count:,}[/green]", "📈 Strategies", f"[green]{strategy_count}[/green]")
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stats_table.add_row("🧠 LLM", "[yellow]Qwen3.5-35B (local)[/yellow]", "⚡ Optuna", "[yellow]Enabled[/yellow]")
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stats_table.add_row("🔒 Security", "[green]All resolved[/green]", "🧪 Tests", "[green]282+ passing[/green]")
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stats_panel = Panel(stats_table, border_style="blue", title="📊 System Status", title_align="left")
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console.print(stats_panel)
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console.print()
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# Available Commands
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cmd_table = Table(show_header=True, header_style="bold magenta", box=None)
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cmd_table.add_column("Command", style="cyan", width=40)
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cmd_table.add_column("Description", style="white", width=50)
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cmd_table.add_row("rdagent fin_quant", "Start EUR/USD factor evolution loop")
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cmd_table.add_row("rdagent start_llama", "Start local llama.cpp server")
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cmd_table.add_row("rdagent start_loop", "Start strategy generator loop")
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cmd_table.add_row("rdagent generate_strategies", "Generate strategies from factors")
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cmd_table.add_row("rdagent optimize_portfolio", "Portfolio optimization")
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cmd_table.add_row("rdagent eval_all", "Evaluate factors with full data")
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cmd_table.add_row("rdagent batch_backtest", "Batch backtest existing factors")
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cmd_table.add_row("rdagent report", "Generate PDF performance reports")
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cmd_table.add_row("rdagent rebacktest", "Re-backtest existing strategies")
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cmd_panel = Panel(cmd_table, border_style="magenta", title="🚀 Available Commands", title_align="left")
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console.print(cmd_panel)
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console.print()
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# Quick Start
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quick_start = Panel(
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"[bold cyan]1.[/bold cyan] Start LLM Server: [dim]rdagent start_llama[/dim]\n"
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"[bold cyan]2.[/bold cyan] Run Trading Loop: [dim]rdagent fin_quant --auto-strategies[/dim]\n"
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"[bold cyan]3.[/bold cyan] Generate Strategies: [dim]rdagent generate_strategies --count 5 --optuna[/dim]",
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border_style="yellow",
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title="💡 Quick Start",
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title_align="left"
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)
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console.print(quick_start)
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console.print()
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# Footer
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footer = Text("📄 github.com/TPTBusiness/Predix • 🔒 MIT License • 📖 docs/", style="dim white")
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console.print(Align.center(footer))
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console.print()
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if __name__ == "__main__":
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show_welcome()
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def main():
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"""Entry point for 'predix' CLI command."""
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show_welcome()
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