Update backtest_engine.py

backtest_engine.py

@@ -1,9 +1,9 @@
 # ============================================================
-# 🧪 backtest_engine.py (V223.3 - GEM-Architect: The Immutable Truth - Fully Patched)
+# 🧪 backtest_engine.py (V223.4 - GEM-Architect: Clean & Robust)
 #   FIXES APPLIED:
 #   1) Added Slope & MFI calculation (Critical for Oracle & Titan).
 #   2) Fixed Sniper prediction shape mismatch (Broadcasting Error).
-#   3) Ensures real models receive correct feature vectors.
+#   3) Removed all citation artifacts/syntax errors.
 # ============================================================
 
 import asyncio
@@ -213,7 +213,7 @@ class HeavyDutyBacktester:
         self.force_end_date = "2024-02-01"
 
         self.required_timeframes = self._determine_required_timeframes()
-        print(f"🧪 [Backtest V223.3] IMMUTABLE TRUTH (Patched). TFs: {self.required_timeframes}")
+        print(f"🧪 [Backtest V223.4] IMMUTABLE TRUTH (Patched & Clean). TFs: {self.required_timeframes}")
 
     def _verify_system_integrity(self):
         errors = []
@@ -426,7 +426,7 @@ class HeavyDutyBacktester:
         scores_file = f"{CACHE_DIR}/{safe_sym}_{period_suffix}_processed.pkl"
 
         if os.path.exists(scores_file):
-            [cite_start]print(f"   📂 [{sym}] Loaded Cache[cite: 1].")
+            print(f"   📂 [{sym}] Loaded Cache.")
             return
 
         print(f"   ⚙️ [CPU] Processing {sym} (Truth Mode)...", flush=True)