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10 changes: 7 additions & 3 deletions .Jules/palette.md
Original file line number Diff line number Diff line change
@@ -1,3 +1,7 @@
## 2024-05-23 - CLI UX Enhancement
**Learning:** Even in CLI apps, visual distinction (colors, emojis) significantly reduces cognitive load when scanning logs.
**Action:** Use ANSI colors and consistent emojis for key events (success/failure) in future CLI tools.
## 2024-05-22 - Visual Hierarchy in CLI Output
**Learning:** Adding color-coded indicators (Green/Red) and emojis (πŸ’°, πŸ“‰) in CLI tools significantly reduces cognitive load when parsing financial data streams. It transforms a wall of text into a scannable narrative.
**Action:** For data-heavy CLI applications, always implement a semantic color system and visual anchors (icons/emojis) for key events.

## 2024-05-23 - CLI Accessibility and Control
**Learning:** While color and emojis enhance UX, they can be inaccessible (color blindness) or intrusive (automation logs). Providing `--no-color` and `--quiet` flags is essential for a robust CLI tool that respects user context and accessibility needs.
**Action:** Always include flags to disable visual enhancements and suppress verbose output in CLI tools.
4 changes: 4 additions & 0 deletions .Jules/sentinel.md
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@@ -0,0 +1,4 @@
## 2025-05-15 - [Unbounded CLI Arguments Cause DoS]
**Vulnerability:** The simulation script accepted unbounded `days` input, allowing a user to trigger a massive loop consuming CPU/Memory (Denial of Service).
**Learning:** `argparse` type checking (`type=int`) is insufficient for resource-intensive parameters. It does not validate ranges or logical constraints.
**Prevention:** Always implement explicit range checks (e.g., `0 < days <= MAX_LIMIT`) for CLI arguments that control loop iterations or resource allocation.
3 changes: 0 additions & 3 deletions .github/workflows/python-package.yml
Original file line number Diff line number Diff line change
Expand Up @@ -38,6 +38,3 @@ jobs:
- name: Test with pytest
run: |
pytest

permissions:
contents: read
Binary file modified __pycache__/bitcoin_trading_simulation.cpython-312.pyc
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71 changes: 44 additions & 27 deletions bitcoin_trading_simulation.py
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
import argparse
import sys
import numpy as np
import pandas as pd
import argparse


class Colors:
Expand All @@ -22,17 +22,6 @@ def disable(cls):
cls.BOLD = ''


class Colors:
HEADER = '\033[95m'
BLUE = '\033[94m'
CYAN = '\033[96m'
GREEN = '\033[92m'
WARNING = '\033[93m'
FAIL = '\033[91m'
ENDC = '\033[0m'
BOLD = '\033[1m'
UNDERLINE = '\033[4m'

def simulate_bitcoin_prices(days=60, initial_price=50000, volatility=0.02):
"""
Simulates Bitcoin prices for a given number of days using Geometric Brownian Motion.
Expand Down Expand Up @@ -89,7 +78,6 @@ def simulate_trading(signals, initial_cash=10000, quiet=False):
if not quiet:
print(f"{Colors.HEADER}{Colors.BOLD}------ Daily Trading Ledger ------{Colors.ENDC}")

print(f"\n{Colors.HEADER}{Colors.BOLD}------ Daily Trading Ledger ------{Colors.ENDC}")
for i, row in signals.iterrows():
if i > 0:
portfolio.loc[i, 'cash'] = portfolio.loc[i-1, 'cash']
Expand All @@ -100,14 +88,16 @@ def simulate_trading(signals, initial_cash=10000, quiet=False):
btc_to_buy = portfolio.loc[i, 'cash'] / row['price']
portfolio.loc[i, 'btc'] += btc_to_buy
portfolio.loc[i, 'cash'] -= btc_to_buy * row['price']
print(f"{Colors.GREEN}🟒 Day {i}: Buy {btc_to_buy:.4f} BTC at ${row['price']:.2f}{Colors.ENDC}")
if not quiet:
print(f"{Colors.GREEN}Day {i}: πŸ’° Buy {btc_to_buy:.4f} BTC at ${row['price']:.2f}{Colors.ENDC}")

# Sell signal
elif row['positions'] == -2.0:
if portfolio.loc[i, 'btc'] > 0:
cash_received = portfolio.loc[i, 'btc'] * row['price']
portfolio.loc[i, 'cash'] += cash_received
print(f"{Colors.FAIL}πŸ”΄ Day {i}: Sell {portfolio.loc[i, 'btc']:.4f} BTC at ${row['price']:.2f}{Colors.ENDC}")
if not quiet:
print(f"{Colors.RED}Day {i}: πŸ“‰ Sell {portfolio.loc[i, 'btc']:.4f} BTC at ${row['price']:.2f}{Colors.ENDC}")
portfolio.loc[i, 'btc'] = 0

portfolio.loc[i, 'total_value'] = portfolio.loc[i, 'cash'] + portfolio.loc[i, 'btc'] * row['price']
Expand All @@ -119,7 +109,7 @@ def simulate_trading(signals, initial_cash=10000, quiet=False):
return portfolio


if __name__ == "__main__":
def main(args=None):
parser = argparse.ArgumentParser(description="Bitcoin Trading Simulation")
parser.add_argument("--days", type=int, default=60, help="Number of days to simulate")
parser.add_argument("--initial-cash", type=float, default=10000, help="Initial cash amount")
Expand All @@ -128,13 +118,34 @@ def simulate_trading(signals, initial_cash=10000, quiet=False):
parser.add_argument("--quiet", action="store_true", help="Suppress daily portfolio log")
parser.add_argument("--no-color", action="store_true", help="Disable colored output")

args = parser.parse_args()

if args.no_color:
parsed_args = parser.parse_args(args)

# Input Validation
if parsed_args.days <= 0:
sys.stderr.write("Error: --days must be positive.\n")
sys.exit(1)
if parsed_args.days > 36500:
sys.stderr.write("Error: --days must be <= 36500 to prevent resource exhaustion.\n")
sys.exit(1)
if parsed_args.initial_cash < 0:
sys.stderr.write("Error: --initial-cash must be non-negative.\n")
sys.exit(1)
if parsed_args.initial_price <= 0:
sys.stderr.write("Error: --initial-price must be positive.\n")
sys.exit(1)
if parsed_args.volatility < 0:
sys.stderr.write("Error: --volatility must be non-negative.\n")
sys.exit(1)

if parsed_args.no_color:
Colors.disable()

# Simulate prices
prices = simulate_bitcoin_prices(days=args.days, initial_price=args.initial_price, volatility=args.volatility)
prices = simulate_bitcoin_prices(
days=parsed_args.days,
initial_price=parsed_args.initial_price,
volatility=parsed_args.volatility
)

# Calculate moving averages
signals = calculate_moving_averages(prices)
Expand All @@ -143,23 +154,29 @@ def simulate_trading(signals, initial_cash=10000, quiet=False):
signals = generate_trading_signals(signals)

# Simulate trading
portfolio = simulate_trading(signals, initial_cash=args.initial_cash, quiet=args.quiet)
portfolio = simulate_trading(signals, initial_cash=parsed_args.initial_cash, quiet=parsed_args.quiet)

# Final portfolio performance
final_value = portfolio['total_value'].iloc[-1]
initial_cash = args.initial_cash
initial_cash = parsed_args.initial_cash
profit = final_value - initial_cash

# Compare with buy and hold strategy
buy_and_hold_btc = args.initial_cash / prices.iloc[0]
buy_and_hold_btc = parsed_args.initial_cash / prices.iloc[0]
buy_and_hold_value = buy_and_hold_btc * prices.iloc[-1]

print(f"\n{Colors.HEADER}{Colors.BOLD}------ Final Portfolio Performance ------{Colors.ENDC}")
print(f"Initial Cash: ${initial_cash:.2f}")
print(f"Initial Cash: ${parsed_args.initial_cash:.2f}")
print(f"Final Portfolio Value: ${final_value:.2f}")

if profit >= 0:
print(f"{Colors.GREEN}πŸ’° Profit/Loss: ${profit:.2f}{Colors.ENDC}")
print(f"Profit/Loss: {Colors.GREEN}πŸ“ˆ ${profit:.2f}{Colors.ENDC}")
else:
print(f"{Colors.FAIL}πŸ“‰ Profit/Loss: ${profit:.2f}{Colors.ENDC}")
print(f"Profit/Loss: {Colors.RED}πŸ“‰ ${profit:.2f}{Colors.ENDC}")

print(f"Buy and Hold Strategy Value: ${buy_and_hold_value:.2f}")
print(f"{Colors.HEADER}-----------------------------------------{Colors.ENDC}")


if __name__ == "__main__":
main()
35 changes: 0 additions & 35 deletions test_bitcoin.py

This file was deleted.

46 changes: 46 additions & 0 deletions test_security.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,46 @@
import unittest
from unittest.mock import patch
from io import StringIO
from bitcoin_trading_simulation import main


class TestSecurity(unittest.TestCase):

def test_negative_days(self):
with self.assertRaises(SystemExit) as cm:
with patch('sys.stderr', new=StringIO()) as fake_err:
main(['--days', '-5'])
self.assertEqual(cm.exception.code, 1)
self.assertIn("Error: --days must be positive.", fake_err.getvalue())

def test_excessive_days_dos(self):
with self.assertRaises(SystemExit) as cm:
with patch('sys.stderr', new=StringIO()) as fake_err:
main(['--days', '100000'])
self.assertEqual(cm.exception.code, 1)
self.assertIn("Error: --days must be <= 36500", fake_err.getvalue())

def test_negative_cash(self):
with self.assertRaises(SystemExit) as cm:
with patch('sys.stderr', new=StringIO()) as fake_err:
main(['--initial-cash', '-100'])
self.assertEqual(cm.exception.code, 1)
self.assertIn("Error: --initial-cash must be non-negative.", fake_err.getvalue())

def test_negative_price(self):
with self.assertRaises(SystemExit) as cm:
with patch('sys.stderr', new=StringIO()) as fake_err:
main(['--initial-price', '-500'])
self.assertEqual(cm.exception.code, 1)
self.assertIn("Error: --initial-price must be positive.", fake_err.getvalue())

def test_negative_volatility(self):
with self.assertRaises(SystemExit) as cm:
with patch('sys.stderr', new=StringIO()) as fake_err:
main(['--volatility', '-0.1'])
self.assertEqual(cm.exception.code, 1)
self.assertIn("Error: --volatility must be non-negative.", fake_err.getvalue())


if __name__ == '__main__':
unittest.main()
4 changes: 3 additions & 1 deletion test_simulation.py
Original file line number Diff line number Diff line change
@@ -1,22 +1,24 @@
import pytest
import pandas as pd
import numpy as np
from bitcoin_trading_simulation import simulate_bitcoin_prices, calculate_moving_averages, generate_trading_signals


def test_simulate_bitcoin_prices():
days = 10
prices = simulate_bitcoin_prices(days=days, initial_price=50000)
assert len(prices) == days
assert isinstance(prices, pd.Series)
assert prices.name == 'Price'


def test_calculate_moving_averages():
prices = pd.Series([100, 101, 102, 103, 104, 105, 106, 107, 108, 109], name='Price')
signals = calculate_moving_averages(prices, short_window=3, long_window=5)
assert 'short_mavg' in signals.columns
assert 'long_mavg' in signals.columns
assert not signals['short_mavg'].isnull().all()


def test_generate_trading_signals():
# Create dummy signals DataFrame
data = {
Expand Down