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"""
Global Configuration for Stock Vision Predictor
Centralized settings for Data, Indicators, Models, and Backtesting.
"""
from pathlib import Path
# Base Paths
BASE_DIR = Path(__file__).resolve().parent.parent
DATA_DIR = BASE_DIR / "data"
MODELS_DIR = BASE_DIR / "models"
SAMPLE_CHARTS_DIR = DATA_DIR / "sample_charts"
# Ensure directories exist
DATA_DIR.mkdir(parents=True, exist_ok=True)
MODELS_DIR.mkdir(parents=True, exist_ok=True)
SAMPLE_CHARTS_DIR.mkdir(parents=True, exist_ok=True)
# Ticker & Market Defaults
DEFAULT_TICKER = "BTC-USD"
FALLBACK_TICKERS = ["BTC-USD", "ETH-USD", "AAPL", "NVDA", "TSLA", "^GSPC", "EURUSD=X"]
DEFAULT_TIMEFRAME = "1d" # Valid yfinance intervals: 1m, 5m, 15m, 1h, 1d, 1wk
# Indicator Configuration
INDICATOR_PARAMS = {
"ema_fast": 7,
"ema_slow": 21,
"ema_trend": 200,
"rsi_period": 14,
"macd_fast": 12,
"macd_slow": 26,
"macd_signal": 9,
"bollinger_window": 20,
"bollinger_std": 2,
}
# Model Signal Classes
SIGNAL_LABELS = {
0: "STRONG SELL",
1: "SELL",
2: "NEUTRAL / HOLD",
3: "BUY",
4: "STRONG BUY"
}
# Backtesting Defaults
INITIAL_CAPITAL = 10000.0
TRANSACTION_FEE = 0.001 # 0.1% per trade