Files
ares/scripts/portfolio_sim.py
T
romysaputrasihananda ddd8c98af5 feat: add margin call / stop-out simulation
STOP_OUT_PCT env var (default 0.0 = Exness standard: stop at $0 equity).
- During open trade: checks worst-case equity (candle.low/high) each candle
- Before new trade: checks balance > stop_out_balance
- Prints STOP-OUT event in trade log and MARGIN CALL banner in summary

Portfolio simulator updated: checks combined balance vs stop-out level.

Findings:
  1% risk — never margin-called at any stop-out level
  5% XAUUSDm — MARGIN CALL at STOP_OUT_PCT=0.2 (balance hit $88.99 < $120)
  5% XAGUSDm/BTC/Oil — survive 20% stop-out (lower early drawdown)
  Portfolio 4 pairs — no margin call at 20% stop-out (diversification)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-09 20:24:56 +07:00

89 lines
2.9 KiB
Python

#!/usr/bin/env python3
"""
Portfolio simulator — combines trade logs from multiple Ares backtest runs
into a single compounding account, sorted chronologically by open time.
Usage: python3 scripts/portfolio_sim.py < combined_trades.txt
Env: STOP_OUT_PCT=0.0 (fraction of initial balance, e.g. 0.2 = stop at $120 on $600)
"""
import sys
import os
import re
from decimal import Decimal
TRADE_RE = re.compile(
r'\[(\d{4}-\d{2}-\d{2} \d{2}:\d{2}) \S+\].*?pnl=([+-]?\d+\.\d+) bal=(\d+\.\d+)'
)
def parse_trades(lines):
trades = []
for line in lines:
m = TRADE_RE.search(line)
if not m:
continue
open_time = m.group(1)
pnl_abs = Decimal(m.group(2))
bal_after = Decimal(m.group(3))
bal_before = bal_after - pnl_abs
if bal_before <= 0:
continue
pnl_ratio = pnl_abs / bal_before
trades.append((open_time, pnl_ratio))
return trades
def simulate(trades, start_balance=Decimal("600"), stop_out_pct=Decimal("0.0")):
trades_sorted = sorted(trades, key=lambda t: t[0])
stop_out_bal = start_balance * stop_out_pct
balance = start_balance
peak = balance
max_dd = Decimal("0")
wins = losses = 0
margin_called = False
for open_time, pnl_ratio in trades_sorted:
if balance <= stop_out_bal:
print(f" *** MARGIN CALL at {open_time}: balance ${balance:.2f} ≤ stop-out ${stop_out_bal:.2f} ***")
margin_called = True
break
pnl = balance * pnl_ratio
balance += pnl
if balance > peak:
peak = balance
dd = balance - peak
if dd < max_dd:
max_dd = dd
if pnl >= 0:
wins += 1
else:
losses += 1
total = wins + losses
wr = wins / total * 100 if total else 0
ret = (balance - start_balance) / start_balance * 100
print("─" * 47)
print(f" Combined Portfolio (all pairs)")
print("─" * 47)
print(f" Stop-out level : {float(stop_out_pct)*100:.0f}% of initial (${stop_out_bal:.2f})")
print(f" Trades : {total} (W={wins} L={losses} WR={wr:.1f}%)")
print(f" Start balance : ${start_balance:,.2f}")
print(f" Final balance : ${balance:,.2f}")
print(f" Total return : {ret:+,.1f}%")
print(f" Max drawdown : ${max_dd:,.2f} ({float(max_dd/peak)*100:.1f}% of peak)")
if margin_called:
print(f" *** MARGIN CALL triggered ***")
print("─" * 47)
if __name__ == "__main__":
lines = sys.stdin.readlines()
trades = parse_trades(lines)
start_bal = Decimal(os.environ.get("BACKTEST_BALANCE", "600"))
stop_out_pct = Decimal(os.environ.get("STOP_OUT_PCT", "0.0"))
if not trades:
print("No trades found in input.")
sys.exit(1)
simulate(trades, start_balance=start_bal, stop_out_pct=stop_out_pct)