feat(weekly-report): add data fetch and WF backtest core

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
21in7
2026-03-07 00:34:48 +09:00
parent 2e788c0d0f
commit 9011344aab
2 changed files with 117 additions and 0 deletions

69
scripts/weekly_report.py Normal file
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#!/usr/bin/env python3
"""
주간 전략 리포트: 데이터 수집 → WF 백테스트 → 실전 로그 → 추이 → Discord 알림.
사용법:
python scripts/weekly_report.py
python scripts/weekly_report.py --skip-fetch
python scripts/weekly_report.py --date 2026-03-07
"""
import sys
from pathlib import Path
sys.path.insert(0, str(Path(__file__).parent.parent))
import subprocess
from datetime import date, timedelta
from loguru import logger
from src.backtester import WalkForwardBacktester, WalkForwardConfig
# ── 프로덕션 파라미터 ──────────────────────────────────────────────
SYMBOLS = ["XRPUSDT", "TRXUSDT", "DOGEUSDT"]
PROD_PARAMS = {
"atr_sl_mult": 2.0,
"atr_tp_mult": 2.0,
"signal_threshold": 3,
"adx_threshold": 25,
"volume_multiplier": 2.5,
}
TRAIN_MONTHS = 3
TEST_MONTHS = 1
FETCH_DAYS = 35
def fetch_latest_data(symbols: list[str], days: int = FETCH_DAYS) -> None:
"""심볼별로 fetch_history.py를 subprocess로 호출하여 최신 데이터를 수집한다."""
script = str(Path(__file__).parent / "fetch_history.py")
for sym in symbols:
cmd = [
sys.executable, script,
"--symbol", sym,
"--interval", "15m",
"--days", str(days),
]
logger.info(f"데이터 수집: {sym} (최근 {days}일)")
result = subprocess.run(cmd, capture_output=True, text=True)
if result.returncode != 0:
logger.warning(f" {sym} 수집 실패: {result.stderr[:200]}")
else:
logger.info(f" {sym} 수집 완료")
def run_backtest(
symbols: list[str],
train_months: int,
test_months: int,
params: dict,
) -> dict:
"""현재 파라미터로 Walk-Forward 백테스트를 실행하고 결과를 반환한다."""
cfg = WalkForwardConfig(
symbols=symbols,
use_ml=False,
train_months=train_months,
test_months=test_months,
**params,
)
wf = WalkForwardBacktester(cfg)
return wf.run()

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import pytest
from unittest.mock import patch, MagicMock
import sys
from pathlib import Path
sys.path.insert(0, str(Path(__file__).parent.parent))
def test_fetch_latest_data_calls_subprocess():
"""fetch_latest_data가 심볼별로 fetch_history.py를 호출하는지 확인."""
from scripts.weekly_report import fetch_latest_data
with patch("subprocess.run") as mock_run:
mock_run.return_value = MagicMock(returncode=0)
fetch_latest_data(["XRPUSDT", "TRXUSDT"], days=35)
assert mock_run.call_count == 2
args_0 = mock_run.call_args_list[0][0][0]
assert "--symbol" in args_0
assert "XRPUSDT" in args_0
assert "--days" in args_0
assert "35" in args_0
def test_run_backtest_returns_summary():
"""run_backtest가 WF 백테스트를 실행하고 결과를 반환하는지 확인."""
from scripts.weekly_report import run_backtest
mock_result = {
"summary": {
"total_trades": 27, "total_pnl": 217.0, "return_pct": 21.7,
"win_rate": 66.7, "profit_factor": 1.57, "max_drawdown_pct": 12.0,
"sharpe_ratio": 33.3, "avg_win": 20.0, "avg_loss": -10.0,
"total_fees": 5.0, "close_reasons": {},
},
"folds": [], "trades": [],
}
with patch("scripts.weekly_report.WalkForwardBacktester") as MockWF:
MockWF.return_value.run.return_value = mock_result
result = run_backtest(
symbols=["XRPUSDT"], train_months=3, test_months=1,
params={"atr_sl_mult": 2.0, "atr_tp_mult": 2.0,
"signal_threshold": 3, "adx_threshold": 25,
"volume_multiplier": 2.5},
)
assert result["summary"]["profit_factor"] == 1.57
assert result["summary"]["total_trades"] == 27