Python backtesting engine for Universal Trading Strategy Schema (UTSS)
Project description
pyutss - Python Backtesting Engine for UTSS
A backtesting engine that executes UTSS (Universal Trading Strategy Schema) strategies.
Installation
# Core package
pip install pyutss
# With J-Quants support (Japanese stocks)
pip install pyutss[jquants]
# With Yahoo Finance support
pip install pyutss[yahoo]
# With all data providers
pip install pyutss[all]
Quick Start
from utss import validate_yaml
from pyutss import BacktestEngine
from pyutss.data import YahooProvider
# Load strategy
strategy = validate_yaml(open("my_strategy.yaml").read())
# Setup data provider
provider = YahooProvider()
# Run backtest
engine = BacktestEngine(provider, initial_capital=100_000)
result = engine.run(strategy, start="2020-01-01", end="2024-01-01")
# View results
print(result.metrics.sharpe_ratio)
print(result.metrics.max_drawdown)
result.plot()
Features
- UTSS Native: Directly executes UTSS strategy definitions
- Multiple Data Sources: J-Quants (Japan), Yahoo Finance (US/Global)
- Comprehensive Metrics: Sharpe, Sortino, max drawdown, win rate, and more
- Indicator Support: 50+ technical indicators matching UTSS schema
Documentation
Full documentation: https://obichan117.github.io/utss
License
MIT
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