#!/usr/bin/env python3
"""Test Volatility Analysis tool with real Indonesian stocks."""
import asyncio
import sys
from pathlib import Path
# Add src to path
sys.path.insert(0, str(Path(__file__).parent.parent))
from src.tools.volatility_analysis import get_volatility_analysis
async def test_volatility_analysis():
"""Test volatility analysis with BBCA, BBRI, TLKM."""
test_tickers = ["BBCA.JK", "BBRI.JK", "TLKM.JK"]
for ticker in test_tickers:
print(f"\n{'='*70}")
print(f"Testing Volatility Analysis: {ticker}")
print(f"{'='*70}")
try:
result = await get_volatility_analysis({
"ticker": ticker,
"period": "3mo"
})
if "error" in result:
print(f"❌ Error: {result['error']}")
continue
print(f"\n📊 {ticker}")
print(f" Current Price: Rp {result['current_price']:,.2f}")
print(f" Period: {result['period']}")
# Historical volatility
if "historical_volatility" in result:
print(f"\n📈 Historical Volatility:")
hv = result['historical_volatility']
for period, data in hv.items():
if isinstance(data, dict):
print(f" {period.upper()}:")
print(f" Value: {data['value']:.2f}%")
print(f" Level: {data['level'].upper()}")
else:
print(f" {period.upper()}: {data:.2f}%")
# Price ranges
if "price_ranges" in result:
print(f"\n📊 Price Ranges:")
pr = result['price_ranges']
for period, data in pr.items():
if isinstance(data, dict):
print(f" {period.upper()}:")
print(f" High: Rp {data['high']:,.2f}")
print(f" Low: Rp {data['low']:,.2f}")
print(f" Range: {data['range']:.2f}%")
# ATR (Average True Range)
if "atr" in result:
print(f"\n📏 Average True Range (ATR):")
atr = result['atr']
if isinstance(atr, dict):
print(f" ATR Value: Rp {atr['value']:,.2f}")
print(f" ATR %: {atr['percentage']:.2f}%")
print(f" Level: {atr['level'].upper()}")
else:
print(f" ATR: {atr:.2f}")
# Bollinger Bands
if "bollinger_bands" in result:
print(f"\n📊 Bollinger Bands:")
bb = result['bollinger_bands']
print(f" Upper: Rp {bb['upper']:,.2f}")
print(f" Middle: Rp {bb['middle']:,.2f}")
print(f" Lower: Rp {bb['lower']:,.2f}")
print(f" Width: {bb['width']:.2f}%")
print(f" Position: {bb['position'].upper()}")
# Volatility classification
if "volatility_classification" in result:
print(f"\n🎯 Volatility Classification:")
vc = result['volatility_classification']
print(f" Level: {vc['level'].upper()}")
print(f" Risk: {vc['risk'].upper()}")
print(f" Description: {vc['description']}")
# Insights
if "insights" in result and result["insights"]:
print(f"\n💡 Trading Insights:")
for insight in result["insights"]:
print(f" {insight}")
except Exception as e:
print(f"❌ Error: {e}")
import traceback
traceback.print_exc()
if __name__ == "__main__":
asyncio.run(test_volatility_analysis())
