all changes done over the last 2 weeks

fix_scheduler_conflict.py

@@ -0,0 +1,66 @@
+#!/usr/bin/env python3
+"""
+Quick Fix: Scheduler ConflictingIdError
+Fügt replace_existing=True zu allen scheduler.add_job() Calls hinzu
+"""
+
+import json
+import sys
+
+NOTEBOOK_PATH = "TradingBot_V1.6_Adaptive_Complete_CORRECTED.ipynb"
+
+def fix_scheduler_conflicts():
+    print("🔧 Fixing Scheduler ConflictingIdError...")
+
+    with open(NOTEBOOK_PATH, 'r', encoding='utf-8') as f:
+        nb = json.load(f)
+
+    # Find all scheduler cells
+    fixed_count = 0
+    for i, cell in enumerate(nb['cells']):
+        if cell['cell_type'] == 'code':
+            source = ''.join(cell['source'])
+
+            # Check if this cell has scheduler.add_job without replace_existing
+            if 'scheduler.add_job' in source and 'replace_existing' not in source:
+                print(f"   Cell {i}: Adding replace_existing=True")
+
+                # Replace all scheduler.add_job calls
+                lines = cell['source']
+                new_lines = []
+                in_add_job = False
+
+                for line in lines:
+                    if 'scheduler.add_job(' in line:
+                        in_add_job = True
+
+                    new_lines.append(line)
+
+                    # If we're in add_job and find the id= parameter, add replace_existing after it
+                    if in_add_job and "id=" in line and "replace_existing" not in line:
+                        # Get indentation from current line
+                        indent = len(line) - len(line.lstrip())
+                        # Add replace_existing=True on next line
+                        new_lines.append(" " * indent + "replace_existing=True,\n")
+
+                    if in_add_job and ')' in line and 'scheduler.add_job' not in line:
+                        in_add_job = False
+
+                cell['source'] = new_lines
+                fixed_count += 1
+
+    if fixed_count > 0:
+        # Save
+        with open(NOTEBOOK_PATH, 'w', encoding='utf-8') as f:
+            json.dump(nb, f, indent=1, ensure_ascii=False)
+
+        print(f"✅ Fixed {fixed_count} scheduler calls")
+        print("\nNext: Restart Jupyter Kernel")
+        return True
+    else:
+        print("⚠️ No scheduler conflicts found to fix")
+        return False
+
+if __name__ == "__main__":
+    success = fix_scheduler_conflicts()
+    sys.exit(0 if success else 1)