LEGSTECH Optimizer
7a3e13a734
Full optimization system for LEGSTECH_EA_V2: - Flask + SocketIO live dashboard (dark premium UI) - MT5 process control (auto-kill, clean launch, retry) - HTML report parser (UTF-16 LE, 597 trades, metrics) - Pre-run validation and actionable error messages - Analysis engines: Reversal, TimePerfomance, EntryExit, EquityCurve - Composite scoring (Calmar-primary) - Mutation engine with knowledge_base.yaml - Validation gate: IS + Walk-Forward - Reports folder with HTML/CSV per run - Double-click launcher batch file
376 lines
16 KiB
Python
376 lines
16 KiB
Python
"""
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mt5/runner.py
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Robust MT5 Strategy Tester runner with:
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1. MT5 process control (kill existing, launch fresh)
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2. Pre-run environment validation
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3. Historical data readiness wait
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4. Actionable error messages
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5. Auto-retry on failure (1 retry)
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6. Report detection in MT5 native reports folder
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"""
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from __future__ import annotations
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import shutil
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import subprocess
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import time
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import psutil
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from pathlib import Path
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from typing import Optional
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import yaml
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from loguru import logger
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from data.models import RunResult
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# ── Custom Exceptions ─────────────────────────────────────────────────────────
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class MT5TimeoutError(RuntimeError):
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pass
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class MT5ValidationError(RuntimeError):
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pass
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# ── MT5Runner ─────────────────────────────────────────────────────────────────
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class MT5Runner:
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POLL_INTERVAL_S = 5 # seconds between report checks
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PROCESS_SETTLE_S = 2 # seconds to wait after process exit
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MT5_INIT_WAIT_S = 8 # seconds after launch before testing begins
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KILL_WAIT_S = 3 # seconds after killing MT5 before launching fresh
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MAX_RETRIES = 1 # retry once on failure
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MT5_EXE_NAME = "terminal64.exe"
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def __init__(self, config_path: str | Path = "config.yaml"):
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with open(config_path) as f:
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cfg = yaml.safe_load(f)
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self.cfg = cfg
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self.terminal_exe = Path(cfg["mt5"]["terminal_exe"])
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self.timeout_s = cfg["mt5"]["tester_timeout_seconds"]
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self.appdata_path = Path(cfg["mt5"]["appdata_path"])
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# MT5 writes reports to the ROOT of the terminal data folder
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# (not a 'reports' subfolder) — confirmed by log inspection
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self.mt5_reports_dir = self.appdata_path
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self.mql5_files_dir = Path(cfg["mt5"].get(
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"mql5_files_path",
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str(self.appdata_path / "MQL5" / "Files")
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))
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self.data_wait_s = cfg["mt5"].get("data_readiness_wait_seconds", 10)
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# ── Public entry point ────────────────────────────────────────────────────
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def run(
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self,
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run_id: str,
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ini_path: Path,
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report_dir: Path,
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log_csv_search_dir: Optional[Path] = None,
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) -> RunResult:
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"""
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Full execution pipeline with retry:
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1. Kill existing MT5
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2. Validate environment
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3. Launch fresh MT5
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4. Wait for data readiness
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5. Poll for report
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6. Auto-retry once on failure
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"""
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report_dir.mkdir(parents=True, exist_ok=True)
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report_stem = f"Optimizer_{run_id}"
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for attempt in range(1, self.MAX_RETRIES + 2):
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is_retry = attempt > 1
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if is_retry:
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logger.warning(f"[{run_id}] Retry attempt {attempt}...")
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try:
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# ── Step 1: Kill any running MT5 ─────────────────────────
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self._kill_mt5(run_id)
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# ── Step 1b: Clear stale reports from previous runs ──────
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self._clear_stale_reports(run_id)
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# ── Step 2: Pre-run validation ───────────────────────────
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self._validate(run_id)
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# ── Step 3: Launch fresh MT5 ─────────────────────────────
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proc = self._launch_mt5(run_id, ini_path)
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# ── Step 4: Wait for MT5 to initialize + data ────────────
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logger.info(f"[{run_id}] Waiting {self.MT5_INIT_WAIT_S}s for MT5 to initialize...")
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time.sleep(self.MT5_INIT_WAIT_S)
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# ── Step 5: Wait for report + TradeLog ───────────────────
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result = self._wait_for_report(run_id, proc, report_dir, report_stem)
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# ── Step 6: Find TradeLogger CSV ─────────────────────────
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result.trade_log_csv = self._find_trade_log(run_id, log_csv_search_dir)
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logger.success(f"[{run_id}] Run complete. Report: {result.report_xml}")
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return result
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except MT5ValidationError as e:
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logger.error(f"[{run_id}] Validation error: {e}")
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return RunResult(run_id=run_id, success=False, error_message=str(e))
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except Exception as e:
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logger.warning(f"[{run_id}] Attempt {attempt} failed: {e}")
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if attempt > self.MAX_RETRIES:
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msg = self._diagnose_failure(str(e))
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logger.error(f"[{run_id}] All retries exhausted. {msg}")
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return RunResult(run_id=run_id, success=False, error_message=msg)
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logger.info(f"[{run_id}] Will retry after {self.KILL_WAIT_S}s...")
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time.sleep(self.KILL_WAIT_S)
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# ── Step 1: Kill existing MT5 ─────────────────────────────────────────────
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def _kill_mt5(self, run_id: str) -> None:
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"""Find and terminate any running MT5 processes."""
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killed = 0
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for proc in psutil.process_iter(["pid", "name", "exe"]):
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try:
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if proc.info["name"] and self.MT5_EXE_NAME.lower() in proc.info["name"].lower():
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logger.info(f"[{run_id}] Closing existing MT5 (PID {proc.pid})...")
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proc.terminate()
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try:
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proc.wait(timeout=5)
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except psutil.TimeoutExpired:
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proc.kill()
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killed += 1
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except (psutil.NoSuchProcess, psutil.AccessDenied):
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pass
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if killed > 0:
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logger.info(f"[{run_id}] Closed {killed} MT5 instance(s). Waiting {self.KILL_WAIT_S}s...")
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time.sleep(self.KILL_WAIT_S)
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else:
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logger.debug(f"[{run_id}] No existing MT5 process found.")
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# ── Step 2: Pre-run validation ────────────────────────────────────────────
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def _validate(self, run_id: str) -> None:
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"""Validate all required files and directories exist before launch."""
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errors = []
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# Check terminal executable
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if not self.terminal_exe.exists():
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errors.append(f"MT5 terminal not found: {self.terminal_exe}")
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# Check EA compiled file
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ea_name = self.cfg["ea"]["file"]
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ea_candidates = [
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self.appdata_path / "MQL5" / "Experts" / f"{ea_name}.ex5",
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self.appdata_path / "MQL5" / "Experts" / f"{ea_name}",
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]
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ea_found = any(p.exists() for p in ea_candidates)
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if not ea_found:
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errors.append(
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f"EA file not found: {ea_name}.ex5 — "
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f"ensure you compiled the EA in MetaEditor before running."
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)
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# Check appdata path
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if not self.appdata_path.exists():
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errors.append(f"MT5 appdata folder not found: {self.appdata_path}")
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# Symbol check (basic — just ensure it's set)
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symbol = self.cfg["ea"].get("symbol", "")
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if not symbol:
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errors.append("Symbol not configured in config.yaml ea.symbol")
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if errors:
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for e in errors:
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logger.error(f"[{run_id}] Validation: {e}")
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raise MT5ValidationError(
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"Pre-run validation failed:\n" + "\n".join(f" • {e}" for e in errors)
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)
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logger.debug(f"[{run_id}] Pre-run validation passed.")
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# ── Step 3: Launch MT5 ───────────────────────────────────────────────────
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def _launch_mt5(self, run_id: str, ini_path: Path) -> subprocess.Popen:
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"""Launch a fresh MT5 instance with the given INI config."""
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cmd = [str(self.terminal_exe), f"/config:{ini_path}"]
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logger.info(f"[{run_id}] Launching MT5: {' '.join(cmd)}")
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proc = subprocess.Popen(
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cmd,
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stdout=subprocess.DEVNULL,
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stderr=subprocess.DEVNULL,
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)
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logger.debug(f"[{run_id}] MT5 PID: {proc.pid}")
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return proc
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# ── Step 5: Wait for report ───────────────────────────────────────────────
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def _wait_for_report(
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self,
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run_id: str,
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proc: subprocess.Popen,
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report_dir: Path,
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report_stem: str,
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) -> RunResult:
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"""
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Poll both our local dir and MT5's native reports folder.
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MT5 writes the report to <appdata>\\reports\\ using the name from INI Report= field.
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"""
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elapsed = 0
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search_dirs = [report_dir, self.mt5_reports_dir]
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while elapsed < self.timeout_s:
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# Check for report in all locations
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for search in search_dirs:
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if not search.exists():
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continue
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result = self._find_report_files(search, report_stem)
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if result:
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xml_path, html_path = result
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time.sleep(self.PROCESS_SETTLE_S)
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# Archive to our local report dir
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if xml_path:
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report_dir.mkdir(parents=True, exist_ok=True)
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dest = report_dir / Path(xml_path).name
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if not dest.exists():
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shutil.copy2(xml_path, dest)
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logger.info(f"[{run_id}] Report found in {search} after {elapsed}s")
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return RunResult(
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run_id=run_id,
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report_xml=xml_path,
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report_html=html_path,
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success=True,
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)
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# Check if process already exited
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ret = proc.poll()
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if ret is not None:
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time.sleep(self.PROCESS_SETTLE_S)
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# Final check after process exit
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for search in search_dirs:
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if not search.exists():
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continue
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result = self._find_report_files(search, report_stem)
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if result:
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xml_path, html_path = result
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return RunResult(
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run_id=run_id,
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report_xml=xml_path,
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report_html=html_path,
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success=True,
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)
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# Process exited but no report — diagnose
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if ret != 0:
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raise RuntimeError(
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f"MT5 exited with error code {ret}. "
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f"Possible causes: invalid INI parameters, EA not compiled, "
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f"or missing historical data."
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)
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else:
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raise RuntimeError(
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"MT5 exited without generating a report. "
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"Possible causes: Symbol data not downloaded, "
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"invalid date range, or EA failed to initialize."
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)
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time.sleep(self.POLL_INTERVAL_S)
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elapsed += self.POLL_INTERVAL_S
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if elapsed % 30 == 0:
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logger.info(f"[{run_id}] Still waiting for report... {elapsed}/{self.timeout_s}s")
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raise MT5TimeoutError(
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f"No report after {self.timeout_s}s. "
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f"MT5 may be stuck or the test is taking too long. "
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f"Consider reducing the test date range or using OHLC M1 model."
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)
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def _clear_stale_reports(self, run_id: str) -> None:
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"""Remove stale Optimizer_* reports from MT5 appdata root to avoid false-positive detection."""
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try:
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import glob
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# Only delete files NOT matching the current run_id
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for pattern in ["*.htm", "*.xml", "*.html"]:
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for f in self.mt5_reports_dir.glob(f"Optimizer_*{pattern[-3:]}"):
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if run_id not in f.name:
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try:
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f.unlink()
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logger.debug(f"[{run_id}] Cleared stale report: {f.name}")
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except Exception:
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pass
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except Exception as e:
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logger.debug(f"[{run_id}] Could not clear stale reports: {e}")
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def _find_report_files(
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self, search_dir: Path, report_stem: str
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) -> Optional[tuple[Optional[str], Optional[str]]]:
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"""Search for report XML/HTML files by stem prefix."""
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xml_list = sorted(
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list(search_dir.glob(f"{report_stem}*.xml")) +
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list(search_dir.glob(f"{report_stem}*.XML")),
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key=lambda p: p.stat().st_mtime, reverse=True
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)
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htm_list = sorted(
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list(search_dir.glob(f"{report_stem}*.htm")) +
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list(search_dir.glob(f"{report_stem}*.html")) +
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list(search_dir.glob(f"{report_stem}*.HTM")),
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key=lambda p: p.stat().st_mtime, reverse=True
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)
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if xml_list or htm_list:
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return (
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str(xml_list[0]) if xml_list else None,
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str(htm_list[0]) if htm_list else None,
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)
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return None
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# ── TradeLogger CSV lookup ────────────────────────────────────────────────
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def _find_trade_log(
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self, run_id: str, search_dir: Optional[Path]
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) -> Optional[Path]:
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"""Find the TradeLogger CSV written by the EA during the backtest."""
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ea_name = self.cfg["ea"]["file"]
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symbol = self.cfg["ea"]["symbol"]
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candidates = [
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self.mql5_files_dir / f"{ea_name}_{symbol}_TradeLog.csv",
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]
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if search_dir:
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candidates.append(search_dir / f"{ea_name}_{symbol}_TradeLog.csv")
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for path in candidates:
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if path.exists():
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logger.debug(f"[{run_id}] TradeLog found: {path}")
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return path
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logger.debug(f"[{run_id}] TradeLog CSV not found (fallback to report-only mode).")
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return None
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# ── Error diagnosis ───────────────────────────────────────────────────────
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def _diagnose_failure(self, error_msg: str) -> str:
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"""Convert technical errors to actionable user-facing messages."""
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msg = error_msg.lower()
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if "exit" in msg and "cleanly" in msg:
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return (
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"MT5 started but did not produce a report.\n"
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"✦ Check that XAUUSD historical data is downloaded in MT5\n"
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"✦ Ensure the date range (2022-2023) has data available\n"
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"✦ Verify the EA compiled successfully in MetaEditor"
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)
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if "timeout" in msg:
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return (
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f"MT5 tester timed out after {self.timeout_s}s.\n"
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"✦ Try a shorter date range in config.yaml\n"
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"✦ Switch tester_model to 4 (OHLC M1) for faster runs"
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)
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if "validation" in msg or "not found" in msg:
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return error_msg
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return (
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f"MT5 run failed: {error_msg}\n"
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"✦ Ensure MT5 is fully closed before starting the optimizer\n"
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"✦ Check config.yaml paths are correct"
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)
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