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A comprehensive trading solution with advanced analytics and automation

Project description

Ultimate Trading Solution

CI codecov PyPI version Python 3.11+ License: MIT

A comprehensive trading solution with advanced analytics and automation capabilities.

Features

  • Real-time Market Data: Get live market data from multiple sources
  • Advanced Analytics: Technical indicators, backtesting, and performance metrics
  • Automated Trading: Rule-based and ML-powered trading strategies
  • Risk Management: Position sizing, stop-loss, and portfolio management
  • API Integration: RESTful API for external integrations
  • Web Dashboard: Modern web interface for monitoring and control

Quick Start

Installation

# Install from PyPI
pip install ultimate-trading-solution

# Or install from source
git clone https://github.com/yourusername/ultimate-trading-solution.git
cd ultimate-trading-solution
pip install -e ".[dev]"

Basic Usage

from ultimate_trading_solution import settings, get_logger

# Get logger
logger = get_logger(__name__)

# Log application start
logger.info("Starting Ultimate Trading Solution", version=settings.version)

CLI Usage

# Start the API server
trading-cli api start --host 0.0.0.0 --port 8000 --reload

# Get help
trading-cli --help

Development

Setup Development Environment

# Clone the repository
git clone https://github.com/yourusername/ultimate-trading-solution.git
cd ultimate-trading-solution

# Create virtual environment
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

# Install development dependencies
pip install -e ".[dev,docs,test]"

# Install pre-commit hooks
pre-commit install

Running Tests

# Run all tests
pytest

# Run with coverage
pytest --cov=src/ultimate_trading_solution --cov-report=html

# Run specific test types
pytest -m unit          # Unit tests only
pytest -m integration   # Integration tests only
pytest -m "not slow"    # Skip slow tests

Code Quality

# Format code
black src/ tests/
isort src/ tests/

# Lint code
flake8 src/ tests/
mypy src/

# Security check
bandit -r src/
safety check

Building Documentation

# Serve documentation locally
mkdocs serve

# Build documentation
mkdocs build

Configuration

Create a .env file in your project directory:

# Copy example configuration
cp env.example .env

# Edit configuration
nano .env

See Configuration Guide for all available options.

API Documentation

Once the server is running, visit:

  • API Documentation: http://localhost:8000/docs
  • ReDoc: http://localhost:8000/redoc

Contributing

  1. Fork the repository
  2. Create a feature branch (git checkout -b feature/amazing-feature)
  3. Commit your changes (git commit -m 'Add some amazing feature')
  4. Push to the branch (git push origin feature/amazing-feature)
  5. Open a Pull Request

See Contributing Guide for detailed information.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Support

Changelog

See CHANGELOG.md for a list of changes and version history.

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