update capture of state in json

examples/ai_testing/README.md

@@ -1,249 +0,0 @@
-# 🤖 AI Testing Tools
-
-כלים לבדיקת יכולת ה-AI להבין מצבי משחק באמצעות Web Visualizer.
-
-## 🎯 מטרה
-
-הכלים האלה מאפשרים:
-1. **לתפוס מצב משחק אמיתי** מתוך משחק רץ
-2. **לראות את ה-JSON המדויק והמלא** שעובר לוויזואליזציה (זה מה שנשלח ל-AI)
-3. **להציג מצב משחק ספציפי** ב-Web Visualizer
-4. **לבדוק אם AI מבין את מצב הלוח** לפני שמפתחים אותו
-
-## 📁 קבצים
-
-```
-ai_testing/
-├── capture_with_web.py         # תופס JSON + פותח דפדפן 🌟 BEST FOR VIEWING!
-├── show_complete_state.py      # מציג מצב מלא וסיכום (ללא דפדפן)
-├── simple_capture.py           # תופס JSON בלבד (מהיר)
-├── visualize_game_state.py     # מציג JSON קיים בדפדפן
-├── sample_states/              # קבצי JSON לדוגמה
-│   ├── captured_game.json      # מצב שנתפס ממשחק אמיתי ✅
-│   └── ...
-├── captured_states/            # כל המצבים שנתפסו
-│   ├── state_001_initial.json
-│   └── state_XXX_final.json
-└── README.md                   # התיעוד הזה
-```
-
-## 🚀 שימוש מומלץ
-
-### אופציה 1: תפיסה + צפייה (מומלץ!)
-
-**הדרך הטובה ביותר אם אתה רוצה לראות את הלוח:**
-
-```bash
-py examples/ai_testing/capture_with_web.py examples/data/game_moves_3Players.txt
-```
-
-**מה זה עושה:**
-1. ✅ מריץ משחק עם האינפוטים
-2. 🌐 פותח דפדפן עם Web Visualizer
-3. 📸 תופס את כל ה-JSON בשקט ברקע
-4. 💾 שומר את המצב המלא (כולל points + adjacency!)
-5. 🎯 השרת נשאר פעיל - תוכל לראות את הלוח
-
-**בסוף תקבל:**
-- הלוח מוצג בדפדפן ✨
-- JSON מלא עם כל המידע שמור בקובץ
-- אפשר ללחוץ Ctrl+C לסגור
-
-### אופציה 2: תפיסה בלי דפדפן (מהיר)
-
-**אם אתה רק רוצה את ה-JSON בלי להפעיל דפדפן:**
-
-```bash
-py examples/ai_testing/show_complete_state.py examples/data/game_moves_3Players.txt
-```
-
-**מה זה עושה:**
-- מריץ משחק בלי דפדפן
-- מדפיס את כל ה-JSON בסוף
-- שומר את המצבים לקבצים
-
-### אופציה 3: הצגת JSON קיים בדפדפן
-
-**אם יש לך כבר JSON ואתה רוצה לראות אותו:**
-
-```bash
-py examples/ai_testing/visualize_game_state.py --state-file examples/ai_testing/sample_states/captured_game.json
-```
-
----
-
-## 📊 מה כולל ה-JSON המלא?
-
-כדי ליצור מצב משחק משלך:
-
-1. **צור קובץ טקסט** עם פקודות משחק:
-```
-3          # מספר שחקנים
-Alice
-Bob
-Charlie
-s 10       # settlement בנקודה 10
-rd 10 11   # road מ-10 ל-11
-...
-```
-
-2. **הרץ את simple_capture**:
-```bash
-py examples/ai_testing/simple_capture.py your_inputs.txt
-```
-
-3. **תראה את ה-JSON** בקונסול ובקובץ
-
-## 📊 מה מודפס?
-
-### JSON מלא (לשליחה ל-AI)
-```json
-{
-  "hexes": [
-    {"id": 1, "type": "wood", "number": 12, ...}
-  ],
-  "settlements": [
-    {"point_id": 10, "owner": 0, "type": "SETTLEMENT"}
-  ],
-  "cities": [...],
-  "roads": [
-    {"start_point": 10, "end_point": 11, "owner": 0}
-  ],
-  "players": [
-    {
-      "id": 0,
-      "name": "Alice",
-      "cards": ["WOOD", "BRICK"],
-      "victory_points": 2,
-      ...
-    }
-  ],
-  "current_player": 0,
-  "current_phase": "NORMAL_PLAY",
-  "robber_position": {"q": 0, "r": 0}
-}
-```
-
-## 🎮 מבנה ה-JSON
-
-### Hexes (משושים)
-```json
-{
-  "coords": [0, 0],
-  "type": "HILLS",
-  "number": 3,
-  "has_robber": false
-}
-```
-
-### Buildings (התנחלויות וערים)
-```json
-{
-  "point_id": 5,
-  "owner": 0,
-  "type": "SETTLEMENT"  // או "CITY"
-}
-```
-
-### Roads (דרכים)
-```json
-{
-  "start_point": 5,
-  "end_point": 8,
-  "owner": 0
-}
-```
-
-### Players (שחקנים)
-```json
-{
-  "id": 0,
-  "name": "Player 0",
-  "cards": ["WOOD", "BRICK"],
-  "dev_cards": ["KNIGHT"],
-  "victory_points": 6,
-  "has_longest_road": true,
-  "has_largest_army": false,
-  "knights_played": 1
-}
-```
-
-## 📝 יצירת קובץ JSON חדש
-
-כדי ליצור מצב משחק משלך:
-
-1. העתק אחד מהקבצים ב-`sample_states/`
-2. ערוך את הערכים:
-   - `tiles` - המשושים בלוח
-   - `buildings` - התנחלויות וערים
-   - `roads` - דרכים
-   - `players_state` - מידע על כל שחקן
-3. שמור עם שם תיאורי
-4. הרץ: `python visualize_game_state.py --state-file your_file.json`
-
-## 🔍 למה זה חשוב ל-AI?
-
-1. **AI צריך להבין את הלוח** - ה-JSON הזה מכיל את **כל המידע** שהוא יקבל
-2. **בדיקת הבנה** - אפשר לבדוק א�� AI מבין מצבים שונים לפני שבונים אותו
-3. **תיעוד מדויק** - רואים בדיוק איזה מידע זמין לקבלת החלטות
-
-## 💡 טיפים
-
-- **הרץ את הסקריפט** בכל שלב של משחק רגיל כדי לראות איך המידע משתנה
-- **שמור JSON** ממצבי משחק מעניינים לבדיקה מאוחר יותר
-- **השווה בין מצבים** - ראה איך הלוח משתנה במהלך המשחק
-
-## 🛠️ שילוב עם AI
-
-כשתבנה AI agent:
-
-```python
-from examples.ai_testing.visualize_game_state import game_to_game_state
-
-# צור מצב משחק
-game_state = game_to_game_state(game)
-
-# המר לפורמט web (זה מה שה-AI יקבל)
-web_format = web_viz._convert_game_state(game_state)
-
-# שלח ל-AI
-ai_decision = ai_agent.decide(web_format)
-```
-
----
-
-**עכשיו יש לך את כל הכלים כדי לבדוק שה-AI מבין את הלוח!** 🎯
-
-## 🎯 המידע המלא שה-AI מקבל - עכשיו עם Points!
-
-### ⭐ חשוב! מידע חדש שהוספנו:
-
-#### 📍 Points (54 נקודות)
-כל נקודה כוללת:
-- `point_id` - מזהה (1-54)
-- `adjacent_points` - רשימת נקודות מחוברות (לדרכים!)
-- `adjacent_hexes` - רשימת משושים צמודים (למשאבים!)
-
-**דוגמה:**
-```json
-{
-  "point_id": 10,
-  "adjacent_points": [9, 11, 20],  // יכול לבנות דרך לכיוון אלה
-  "adjacent_hexes": [5, 4, 1]       // יקבל משאבים מאלה
-}
-```
-
-#### 🗺️ Board Graph
-```json
-{
-  "adjacency": {"10": [9, 11, 20]},        // גרף קישוריות מלא
-  "hex_to_points": {"5": [9,10,11,19,20,21]}  // נקודות על כל משושה
-}
-```
-
-**למה זה קריטי:**
-- 🛣️ חישוב הדרך הארוכה ביותר
-- 🎯 מציאת נקודות חסימה
-- 📊 אסטרטגיה - אילו נקודות כדאי לתפוס
-
----

examples/ai_testing/USAGE.md

@@ -1,147 +0,0 @@
-# AI Testing - Usage Examples
-
-## דוגמאות שימוש מהירות
-
-### 1. תפיסת JSON ממשחק קיים
-
-```bash
-# שימוש בקובץ אינפוטים קיים
-py examples/ai_testing/simple_capture.py examples/data/game_moves_3Players.txt
-
-# הפלט:
-# - JSON מודפס לקונסול בכל עדכון
-# - המצב האחרון נשמר ל: examples/ai_testing/sample_states/captured_game.json
-```
-
-### 2. הצגת המצב שנתפס
-
-```bash
-# הצג את המצב בדפדפן
-py examples/ai_testing/visualize_game_state.py --state-file examples/ai_testing/sample_states/captured_game.json
-```
-
-### 3. שמירת כל הפלט לקובץ
-
-```bash
-# שמור את כל הפלט (כולל כל ה-JSONs) לקובץ
-py examples/ai_testing/simple_capture.py examples/data/game_moves_3Players.txt > output.txt 2>&1
-```
-
-## מבנה ה-JSON
-
-### Hexes (משושים)
-כל משושה מכיל:
-- `id` - מזהה ייחודי (1-19)
-- `type` - סוג המשאב: "wood", "brick", "sheep", "wheat", "ore", "desert"
-- `number` - המספר על המשושה (2-12, או null למדבר)
-- `has_robber` - האם השודד נמצא שם
-- `position` - [row, col] - מיקום בלוח המקורי
-- `axial_coords` / `q`, `r` - קואורדינטות hexagonal
-
-### Buildings (מבנים)
-```json
-{
-  "settlements": [
-    {
-      "point_id": 10,
-      "owner": 0,
-      "type": "SETTLEMENT"
-    }
-  ],
-  "cities": [
-    {
-      "point_id": 14,
-      "owner": 1,
-      "type": "CITY"
-    }
-  ]
-}
-```
-
-### Roads (דרכים)
-```json
-{
-  "roads": [
-    {
-      "start_point": 10,
-      "end_point": 11,
-      "owner": 0
-    }
-  ]
-}
-```
-
-### Players (שחקנים)
-```json
-{
-  "players": [
-    {
-      "id": 0,
-      "name": "Alice",
-      "cards": ["WOOD", "BRICK", "SHEEP"],  // משאבים בידיים
-      "dev_cards": ["KNIGHT"],               // קלפי פיתוח
-      "victory_points": 3,
-      "has_longest_road": false,
-      "has_largest_army": false,
-      "knights_played": 1
-    }
-  ]
-}
-```
-
-### Game State (מצב משחק כללי)
-```json
-{
-  "current_player": 0,          // מי התור
-  "current_phase": "NORMAL_PLAY",  // שלב המשחק
-  "robber_position": {          // איפה השודד
-    "q": 0,
-    "r": 0
-  }
-}
-```
-
-## טיפים לשימוש
-
-### יצירת מצבי בדיקה
-
-1. **ערוך קובץ אינפוט** - צור משחק עם המצב הרצוי
-2. **הרץ simple_capture** - תפוס את המצב
-3. **שמור את ה-JSON** - יש לך עכשיו מצב לבדיקה
-
-### בדיקת הבנת AI
-
-1. **תפוס מצב** מעניין ממשחק
-2. **שלח ל-AI** את ה-JSON
-3. **בקש החלטה** - מה הפעולה הטובה ביותר?
-4. **הצג בדפדפן** - ראה את אותו המצב ויזואלית
-
-### דיבוג
-
-אם AI מקבל החלטות מוזרות:
-1. הדפס את ה-JSON שהוא קיבל
-2. הצג אותו ב-visualizer
-3. ראה מה הוא אמור לראות
-4. זהה פערים בהבנה
-
-## דוגמה מלאה
-
-```bash
-# 1. תפוס מצב ממשחק
-py examples/ai_testing/simple_capture.py examples/data/game_moves_3Players.txt
-
-# 2. הקובץ נשמר ב:
-# examples/ai_testing/sample_states/captured_game.json
-
-# 3. הצג אותו בדפדפן
-py examples/ai_testing/visualize_game_state.py --state-file examples/ai_testing/sample_states/captured_game.json
-
-# 4. עכשיו אתה יכול:
-#    - לראות את הלוח ויזואלית
-#    - לקרוא את ה-JSON
-#    - לשלוח ל-AI לבדיקה
-```
-
----
-
-**עכשיו יש לך את כל הכלים כדי לבדוק שה-AI מבין את הלוח!** 🎯

examples/ai_testing/capture_game_state.py

@@ -1,260 +0,0 @@
-"""
-Capture Game State from Real Game
-----------------------------------
-This script runs a real game with predefined inputs and captures the JSON
-data that is sent to the Web Visualizer. This is exactly what an AI would see.
-
-Usage:
-    python capture_game_state.py [--input-file INPUT_FILE] [--output-file OUTPUT_FILE]
-"""
-
-import sys
-import json
-import time
-from pathlib import Path
-from io import StringIO
-
-# Add parent directory to path for imports
-sys.path.insert(0, str(Path(__file__).parent.parent.parent))
-
-from pycatan.visualizations.web_visualization import WebVisualization
-from pycatan.management.game_manager import GameManager
-from pycatan.players.human_user import HumanUser
-
-
-class StateCapturingWebViz(WebVisualization):
-    """
-    Extended WebVisualization that captures all state updates.
-    """
-    
-    def __init__(self, *args, **kwargs):
-        # Don't start the server automatically
-        kwargs['auto_open'] = False
-        super().__init__(*args, **kwargs)
-        
-        self.captured_states = []
-        self.captured_actions = []
-        self.turn_states = {}  # Maps turn number to state
-        
-    def update_full_state(self, game_state):
-        """Override to capture state updates."""
-        # Call parent to do the conversion
-        super().update_full_state(game_state)
-        
-        # Capture the converted state
-        if self.current_game_state:
-            state_copy = json.loads(json.dumps(self.current_game_state))
-            self.captured_states.append(state_copy)
-            
-            # Store by turn number if available
-            turn_num = state_copy.get('turn_number', len(self.captured_states))
-            self.turn_states[turn_num] = state_copy
-            
-            print(f"\n📸 Captured state for turn {turn_num}")
-            
-    def display_action(self, action, result):
-        """Override to capture actions."""
-        super().display_action(action, result)
-        
-        action_data = {
-            'action_type': str(action.action_type) if hasattr(action, 'action_type') else 'unknown',
-            'player_id': action.player_id if hasattr(action, 'player_id') else None,
-            'success': result.success if hasattr(result, 'success') else None,
-            'timestamp': str(action.timestamp) if hasattr(action, 'timestamp') else None
-        }
-        self.captured_actions.append(action_data)
-    
-    def get_latest_state(self):
-        """Get the most recent captured state."""
-        return self.captured_states[-1] if self.captured_states else None
-    
-    def get_state_at_turn(self, turn_number):
-        """Get state at a specific turn."""
-        return self.turn_states.get(turn_number)
-    
-    def print_latest_state(self):
-        """Print the latest state as formatted JSON."""
-        latest = self.get_latest_state()
-        if latest:
-            print("\n" + "="*80)
-            print("📊 LATEST GAME STATE JSON")
-            print("="*80)
-            print(json.dumps(latest, indent=2, ensure_ascii=False))
-            print("="*80)
-            
-            # Print summary
-            self._print_summary(latest)
-    
-    def _print_summary(self, state_data):
-        """Print a human-readable summary."""
-        print("\n" + "="*80)
-        print("📈 SUMMARY")
-        print("="*80)
-        print(f"Current Player: {state_data.get('current_player', 0)}")
-        print(f"Game Phase: {state_data.get('current_phase', 'UNKNOWN')}")
-        print(f"Robber Position: {state_data.get('robber_position', 'Unknown')}")
-        
-        if state_data.get('dice_result'):
-            print(f"Last Dice Roll: {state_data['dice_result']}")
-        
-        print(f"\nBoard:")
-        print(f"  - Hexes: {len(state_data.get('hexes', []))}")
-        print(f"  - Settlements: {len(state_data.get('settlements', []))}")
-        print(f"  - Cities: {len(state_data.get('cities', []))}")
-        print(f"  - Roads: {len(state_data.get('roads', []))}")
-        
-        print(f"\nPlayers: {len(state_data.get('players', []))}")
-        for player in state_data.get('players', []):
-            print(f"  Player {player.get('id', '?')}: {player.get('name', 'Unknown')}")
-            print(f"    - Victory Points: {player.get('victory_points', 0)}")
-            print(f"    - Resources: {len(player.get('cards', []))}")
-            print(f"    - Dev Cards: {len(player.get('dev_cards', []))}")
-            if player.get('has_longest_road'):
-                print(f"    - Has Longest Road!")
-            if player.get('has_largest_army'):
-                print(f"    - Has Largest Army!")
-        print("="*80)
-    
-    def save_state_to_file(self, filepath, turn_number=None):
-        """Save a specific state to JSON file."""
-        if turn_number is not None:
-            state = self.get_state_at_turn(turn_number)
-            if not state:
-                print(f"❌ No state captured for turn {turn_number}")
-                return False
-        else:
-            state = self.get_latest_state()
-            
-        if not state:
-            print("❌ No state to save")
-            return False
-        
-        with open(filepath, 'w', encoding='utf-8') as f:
-            json.dump(state, f, indent=2, ensure_ascii=False)
-        
-        print(f"✅ State saved to: {filepath}")
-        return True
-
-
-def run_game_with_inputs(input_lines):
-    """
-    Run a game with predefined inputs and capture states.
-    
-    Args:
-        input_lines: List of input strings to feed to the game
-        
-    Returns:
-        StateCapturingWebViz: The visualizer with captured states
-    """
-    # Create input stream from the lines
-    input_stream = StringIO('\n'.join(input_lines))
-    
-    # Temporarily redirect stdin
-    original_stdin = sys.stdin
-    sys.stdin = input_stream
-    
-    try:
-        # Create capturing visualizer
-        viz = StateCapturingWebViz(port=5555, auto_open=False)
-        
-        # Create game manager with visualization
-        # We'll create simple users - the input will come from our stream
-        users = []  # Will be populated by game manager from input
-        
-        print("\n🎮 Starting game with captured inputs...")
-        print(f"   Total input lines: {len(input_lines)}")
-        print("="*80)
-        
-        # Start game - this will consume the inputs
-        game_manager = GameManager(users=None, visualizations=[viz])
-        
-        # The game will read from our input stream
-        game_manager.start_game()
-        
-        print("\n✅ Game completed!")
-        print(f"📸 Captured {len(viz.captured_states)} states")
-        
-        return viz
-        
-    except EOFError:
-        print("\n⚠️  Input ended - game may be incomplete")
-        return viz
-    except Exception as e:
-        print(f"\n❌ Error running game: {e}")
-        import traceback
-        traceback.print_exc()
-        return None
-    finally:
-        # Restore stdin
-        sys.stdin = original_stdin
-
-
-def main():
-    """Main function to capture game states."""
-    import argparse
-    
-    parser = argparse.ArgumentParser(description='Capture game state from real game')
-    parser.add_argument('--input-file', type=str, 
-                       default='examples/data/game_moves_3Players.txt',
-                       help='Path to file with game inputs')
-    parser.add_argument('--output-file', type=str,
-                       help='Path to save captured state JSON')
-    parser.add_argument('--turn', type=int,
-                       help='Capture state at specific turn number')
-    parser.add_argument('--all-turns', action='store_true',
-                       help='Save all turn states to separate files')
-    
-    args = parser.parse_args()
-    
-    # Read input file
-    input_file = Path(args.input_file)
-    if not input_file.exists():
-        print(f"❌ Input file not found: {input_file}")
-        return
-    
-    with open(input_file, 'r', encoding='utf-8') as f:
-        input_lines = [line.strip() for line in f if line.strip()]
-    
-    print(f"📂 Loaded inputs from: {input_file}")
-    print(f"   Lines: {len(input_lines)}")
-    
-    # Run game and capture states
-    viz = run_game_with_inputs(input_lines)
-    
-    if not viz:
-        print("❌ Failed to capture game states")
-        return
-    
-    # Print latest state
-    viz.print_latest_state()
-    
-    # Save states
-    if args.all_turns:
-        output_dir = Path('examples/ai_testing/captured_states')
-        output_dir.mkdir(exist_ok=True)
-        
-        print(f"\n💾 Saving all turn states to: {output_dir}")
-        for turn_num, state in viz.turn_states.items():
-            output_file = output_dir / f"turn_{turn_num:03d}.json"
-            with open(output_file, 'w', encoding='utf-8') as f:
-                json.dump(state, f, indent=2, ensure_ascii=False)
-            print(f"   ✅ Saved turn {turn_num}")
-        
-    elif args.output_file:
-        viz.save_state_to_file(args.output_file, args.turn)
-    
-    else:
-        # Default: save latest state
-        output_file = Path('examples/ai_testing/sample_states/captured_game.json')
-        viz.save_state_to_file(str(output_file))
-    
-    print("\n" + "="*80)
-    print("✨ CAPTURE COMPLETE")
-    print("="*80)
-    print("You now have the exact JSON that would be sent to an AI agent!")
-    print("Use visualize_game_state.py to view it in the browser.")
-    print("="*80)
-
-
-if __name__ == '__main__':
-    main()

examples/ai_testing/capture_with_web.py

@@ -1,160 +0,0 @@
-"""
-Capture Game State WITH Web Visualizer
----------------------------------------
-Runs a game with predefined inputs, captures the JSON data,
-AND displays it in the web browser so you can see the board visually.
-"""
-
-import sys
-from pathlib import Path
-import os
-import json
-import time
-import threading
-
-# Add parent directory to path
-sys.path.insert(0, str(Path(__file__).parent.parent.parent))
-
-from pycatan.visualizations.web_visualization import WebVisualization
-
-# Capture states
-captured_states = []
-update_counter = 0
-
-original_update = WebVisualization.update_full_state
-
-def capturing_update(self, game_state):
-    """Capture and save all states."""
-    global update_counter
-    original_update(self, game_state)
-    
-    if hasattr(self, 'current_game_state') and self.current_game_state:
-        update_counter += 1
-        state_copy = json.loads(json.dumps(self.current_game_state))
-        captured_states.append(state_copy)
-        
-        # Print just a notification (not the full JSON to keep output clean)
-        print(f"[State #{update_counter} captured]", end=' ', flush=True)
-
-# Apply patch
-WebVisualization.update_full_state = capturing_update
-
-
-def save_captured_states():
-    """Save all captured states to files."""
-    if not captured_states:
-        print("\n\nNo states were captured!")
-        return False
-    
-    # Create output directory
-    output_dir = Path('examples/ai_testing/captured_states')
-    output_dir.mkdir(exist_ok=True)
-    
-    # Save first state
-    first_state = captured_states[0]
-    first_file = output_dir / 'state_001_initial.json'
-    with open(first_file, 'w', encoding='utf-8') as f:
-        json.dump(first_state, f, indent=2, ensure_ascii=False)
-    
-    # Save last state
-    last_state = captured_states[-1]
-    last_file = output_dir / f'state_{len(captured_states):03d}_final.json'
-    with open(last_file, 'w', encoding='utf-8') as f:
-        json.dump(last_state, f, indent=2, ensure_ascii=False)
-    
-    # Also save to sample_states for compatibility
-    sample_file = Path('examples/ai_testing/sample_states/captured_game.json')
-    sample_file.parent.mkdir(exist_ok=True)
-    with open(sample_file, 'w', encoding='utf-8') as f:
-        json.dump(last_state, f, indent=2, ensure_ascii=False)
-    
-    print(f"\n\n{'='*80}")
-    print(f"Captured {len(captured_states)} states total")
-    print("="*80)
-    print(f"\nSaved states:")
-    print(f"  - First: {first_file}")
-    print(f"  - Last:  {last_file}")
-    print(f"  - Main:  {sample_file}")
-    
-    # Print summary of last state
-    print("\n" + "="*80)
-    print("FINAL GAME STATE SUMMARY")
-    print("="*80)
-    
-    print(f"\nBoard:")
-    print(f"  Hexes: {len(last_state.get('hexes', []))}")
-    print(f"  Points: {len(last_state.get('points', []))} (with adjacency info)")
-    print(f"  Settlements: {len(last_state.get('settlements', []))}")
-    print(f"  Cities: {len(last_state.get('cities', []))}")
-    print(f"  Roads: {len(last_state.get('roads', []))}")
-    
-    print(f"\nPlayers:")
-    for player in last_state.get('players', []):
-        print(f"  Player {player.get('id')}: {player.get('name')}")
-        print(f"    VP: {player.get('victory_points', 0)}, Resources: {len(player.get('cards_list', []))}")
-    
-    print(f"\nGame Info:")
-    print(f"  Current Player: {last_state.get('current_player')}")
-    print(f"  Phase: {last_state.get('current_phase')}")
-    
-    print("\n" + "="*80)
-    
-    return True
-
-
-def main():
-    if len(sys.argv) > 1:
-        input_file = sys.argv[1]
-    else:
-        input_file = 'examples/data/game_moves_3Players.txt'
-    
-    print(f"\nRunning game with: {input_file}")
-    print("Web Visualizer will open in browser...")
-    print("States are being captured in the background...")
-    print("="*80 + "\n")
-    
-    # Read inputs
-    with open(input_file, 'r', encoding='utf-8') as f:
-        inputs = f.read()
-    
-    from io import StringIO
-    sys.stdin = StringIO(inputs)
-    
-    try:
-        from pycatan import RealGame
-        game = RealGame()
-        
-        # The game will run with web server active
-        game.run()
-        
-    except (EOFError, KeyboardInterrupt):
-        print("\n\nGame stopped by user")
-    except Exception as e:
-        print(f"\n\nError: {e}")
-        import traceback
-        traceback.print_exc()
-    
-    # Save captured states
-    if save_captured_states():
-        print("\n" + "="*80)
-        print("SUCCESS!")
-        print("="*80)
-        print("\nThe web visualizer should still be open in your browser.")
-        print("You can see the final board state there.")
-        print("\nThe complete JSON (with points and adjacency info) is saved in:")
-        print("  examples/ai_testing/sample_states/captured_game.json")
-        print("\nTo see the full JSON, run:")
-        print("  Get-Content examples/ai_testing/sample_states/captured_game.json")
-        print("="*80)
-    
-    # Keep the script alive so web server stays up
-    print("\n\nPress Ctrl+C to stop the web server and exit...")
-    try:
-        while True:
-            time.sleep(1)
-    except KeyboardInterrupt:
-        print("\n\nShutting down...")
-
-
-if __name__ == '__main__':
-    main()

examples/ai_testing/my_games/game_20251223_203724_final.json

@@ -1,1850 +0,0 @@
-{
-  "hexes": [
-    {
-      "id": 1,
-      "q": 0,
-      "r": -2,
-      "type": "wood",
-      "number": 12,
-      "has_robber": false,
-      "position": [
-        0,
-        0
-      ],
-      "axial_coords": [
-        0,
-        -2
-      ]
-    },
-    {
-      "id": 2,
-      "q": 1,
-      "r": -2,
-      "type": "sheep",
-      "number": 5,
-      "has_robber": false,
-      "position": [
-        0,
-        1
-      ],
-      "axial_coords": [
-        1,
-        -2
-      ]
-    },
-    {
-      "id": 3,
-      "q": 2,
-      "r": -2,
-      "type": "wood",
-      "number": 4,
-      "has_robber": false,
-      "position": [
-        0,
-        2
-      ],
-      "axial_coords": [
-        2,
-        -2
-      ]
-    },
-    {
-      "id": 4,
-      "q": -1,
-      "r": -1,
-      "type": "sheep",
-      "number": 8,
-      "has_robber": false,
-      "position": [
-        1,
-        0
-      ],
-      "axial_coords": [
-        -1,
-        -1
-      ]
-    },
-    {
-      "id": 5,
-      "q": 0,
-      "r": -1,
-      "type": "brick",
-      "number": 6,
-      "has_robber": false,
-      "position": [
-        1,
-        1
-      ],
-      "axial_coords": [
-        0,
-        -1
-      ]
-    },
-    {
-      "id": 6,
-      "q": 1,
-      "r": -1,
-      "type": "wood",
-      "number": 3,
-      "has_robber": false,
-      "position": [
-        1,
-        2
-      ],
-      "axial_coords": [
-        1,
-        -1
-      ]
-    },
-    {
-      "id": 7,
-      "q": 2,
-      "r": -1,
-      "type": "wheat",
-      "number": 8,
-      "has_robber": false,
-      "position": [
-        1,
-        3
-      ],
-      "axial_coords": [
-        2,
-        -1
-      ]
-    },
-    {
-      "id": 8,
-      "q": -2,
-      "r": 0,
-      "type": "brick",
-      "number": 10,
-      "has_robber": false,
-      "position": [
-        2,
-        0
-      ],
-      "axial_coords": [
-        -2,
-        0
-      ]
-    },
-    {
-      "id": 9,
-      "q": -1,
-      "r": 0,
-      "type": "wood",
-      "number": 11,
-      "has_robber": false,
-      "position": [
-        2,
-        1
-      ],
-      "axial_coords": [
-        -1,
-        0
-      ]
-    },
-    {
-      "id": 10,
-      "q": 0,
-      "r": 0,
-      "type": "desert",
-      "number": null,
-      "has_robber": true,
-      "position": [
-        2,
-        2
-      ],
-      "axial_coords": [
-        0,
-        0
-      ]
-    },
-    {
-      "id": 11,
-      "q": 1,
-      "r": 0,
-      "type": "ore",
-      "number": 3,
-      "has_robber": false,
-      "position": [
-        2,
-        3
-      ],
-      "axial_coords": [
-        1,
-        0
-      ]
-    },
-    {
-      "id": 12,
-      "q": 2,
-      "r": 0,
-      "type": "sheep",
-      "number": 4,
-      "has_robber": false,
-      "position": [
-        2,
-        4
-      ],
-      "axial_coords": [
-        2,
-        0
-      ]
-    },
-    {
-      "id": 13,
-      "q": -2,
-      "r": 1,
-      "type": "brick",
-      "number": 10,
-      "has_robber": false,
-      "position": [
-        3,
-        0
-      ],
-      "axial_coords": [
-        -2,
-        1
-      ]
-    },
-    {
-      "id": 14,
-      "q": -1,
-      "r": 1,
-      "type": "wheat",
-      "number": 9,
-      "has_robber": false,
-      "position": [
-        3,
-        1
-      ],
-      "axial_coords": [
-        -1,
-        1
-      ]
-    },
-    {
-      "id": 15,
-      "q": 0,
-      "r": 1,
-      "type": "wheat",
-      "number": 6,
-      "has_robber": false,
-      "position": [
-        3,
-        2
-      ],
-      "axial_coords": [
-        0,
-        1
-      ]
-    },
-    {
-      "id": 16,
-      "q": 1,
-      "r": 1,
-      "type": "sheep",
-      "number": 11,
-      "has_robber": false,
-      "position": [
-        3,
-        3
-      ],
-      "axial_coords": [
-        1,
-        1
-      ]
-    },
-    {
-      "id": 17,
-      "q": -2,
-      "r": 2,
-      "type": "ore",
-      "number": 5,
-      "has_robber": false,
-      "position": [
-        4,
-        0
-      ],
-      "axial_coords": [
-        -2,
-        2
-      ]
-    },
-    {
-      "id": 18,
-      "q": -1,
-      "r": 2,
-      "type": "wheat",
-      "number": 9,
-      "has_robber": false,
-      "position": [
-        4,
-        1
-      ],
-      "axial_coords": [
-        -1,
-        2
-      ]
-    },
-    {
-      "id": 19,
-      "q": 0,
-      "r": 2,
-      "type": "ore",
-      "number": 2,
-      "has_robber": false,
-      "position": [
-        4,
-        2
-      ],
-      "axial_coords": [
-        0,
-        2
-      ]
-    }
-  ],
-  "settlements": [],
-  "cities": [],
-  "roads": [],
-  "players": [
-    {
-      "id": 0,
-      "name": "a",
-      "victory_points": 0,
-      "total_cards": 0,
-      "cards_list": [],
-      "dev_cards_list": [],
-      "settlements": 0,
-      "cities": 0,
-      "roads": 0,
-      "longest_road": 0,
-      "has_longest_road": false,
-      "knights": 0,
-      "knights_played": 0,
-      "has_largest_army": false
-    },
-    {
-      "id": 1,
-      "name": "b",
-      "victory_points": 0,
-      "total_cards": 0,
-      "cards_list": [],
-      "dev_cards_list": [],
-      "settlements": 0,
-      "cities": 0,
-      "roads": 0,
-      "longest_road": 0,
-      "has_longest_road": false,
-      "knights": 0,
-      "knights_played": 0,
-      "has_largest_army": false
-    },
-    {
-      "id": 2,
-      "name": "c",
-      "victory_points": 0,
-      "total_cards": 0,
-      "cards_list": [],
-      "dev_cards_list": [],
-      "settlements": 0,
-      "cities": 0,
-      "roads": 0,
-      "longest_road": 0,
-      "has_longest_road": false,
-      "knights": 0,
-      "knights_played": 0,
-      "has_largest_army": false
-    }
-  ],
-  "current_player": 0,
-  "current_phase": "SETUP_FIRST_ROUND",
-  "robber_position": [
-    2,
-    2
-  ],
-  "dice_result": null,
-  "points": [
-    {
-      "point_id": 1,
-      "game_coords": [
-        0,
-        0
-      ],
-      "adjacent_points": [
-        2,
-        9
-      ],
-      "adjacent_hexes": [
-        1
-      ],
-      "pixel_coords": [
-        377.5,
-        105.14428414850131
-      ]
-    },
-    {
-      "point_id": 2,
-      "game_coords": [
-        0,
-        1
-      ],
-      "adjacent_points": [
-        1,
-        3
-      ],
-      "adjacent_hexes": [
-        1
-      ],
-      "pixel_coords": [
-        422.5,
-        105.14428414850128
-      ]
-    },
-    {
-      "point_id": 3,
-      "game_coords": [
-        0,
-        2
-      ],
-      "adjacent_points": [
-        2,
-        4,
-        11
-      ],
-      "adjacent_hexes": [
-        2,
-        1
-      ],
-      "pixel_coords": [
-        445,
-        144.11542731880104
-      ]
-    },
-    {
-      "point_id": 4,
-      "game_coords": [
-        0,
-        3
-      ],
-      "adjacent_points": [
-        3,
-        5
-      ],
-      "adjacent_hexes": [
-        2
-      ],
-      "pixel_coords": [
-        490,
-        144.11542731880104
-      ]
-    },
-    {
-      "point_id": 5,
-      "game_coords": [
-        0,
-        4
-      ],
-      "adjacent_points": [
-        4,
-        6,
-        13
-      ],
-      "adjacent_hexes": [
-        3,
-        2
-      ],
-      "pixel_coords": [
-        512.5,
-        183.08657048910078
-      ]
-    },
-    {
-      "point_id": 6,
-      "game_coords": [
-        0,
-        5
-      ],
-      "adjacent_points": [
-        5,
-        7
-      ],
-      "adjacent_hexes": [
-        3
-      ],
-      "pixel_coords": [
-        557.5,
-        183.08657048910078
-      ]
-    },
-    {
-      "point_id": 7,
-      "game_coords": [
-        0,
-        6
-      ],
-      "adjacent_points": [
-        6,
-        15
-      ],
-      "adjacent_hexes": [
-        3
-      ],
-      "pixel_coords": [
-        580,
-        222.05771365940052
-      ]
-    },
-    {
-      "point_id": 8,
-      "game_coords": [
-        1,
-        0
-      ],
-      "adjacent_points": [
-        9,
-        18
-      ],
-      "adjacent_hexes": [
-        4
-      ],
-      "pixel_coords": [
-        310,
-        144.11542731880104
-      ]
-    },
-    {
-      "point_id": 9,
-      "game_coords": [
-        1,
-        1
-      ],
-      "adjacent_points": [
-        8,
-        10,
-        1
-      ],
-      "adjacent_hexes": [
-        4,
-        1
-      ],
-      "pixel_coords": [
-        355,
-        144.11542731880104
-      ]
-    },
-    {
-      "point_id": 10,
-      "game_coords": [
-        1,
-        2
-      ],
-      "adjacent_points": [
-        9,
-        11,
-        20
-      ],
-      "adjacent_hexes": [
-        5,
-        4,
-        1
-      ],
-      "pixel_coords": [
-        377.5,
-        183.08657048910078
-      ]
-    },
-    {
-      "point_id": 11,
-      "game_coords": [
-        1,
-        3
-      ],
-      "adjacent_points": [
-        10,
-        12,
-        3
-      ],
-      "adjacent_hexes": [
-        5,
-        2,
-        1
-      ],
-      "pixel_coords": [
-        422.5,
-        183.08657048910078
-      ]
-    },
-    {
-      "point_id": 12,
-      "game_coords": [
-        1,
-        4
-      ],
-      "adjacent_points": [
-        11,
-        13,
-        22
-      ],
-      "adjacent_hexes": [
-        6,
-        5,
-        2
-      ],
-      "pixel_coords": [
-        445,
-        222.05771365940052
-      ]
-    },
-    {
-      "point_id": 13,
-      "game_coords": [
-        1,
-        5
-      ],
-      "adjacent_points": [
-        12,
-        14,
-        5
-      ],
-      "adjacent_hexes": [
-        6,
-        3,
-        2
-      ],
-      "pixel_coords": [
-        490,
-        222.05771365940052
-      ]
-    },
-    {
-      "point_id": 14,
-      "game_coords": [
-        1,
-        6
-      ],
-      "adjacent_points": [
-        13,
-        15,
-        24
-      ],
-      "adjacent_hexes": [
-        7,
-        6,
-        3
-      ],
-      "pixel_coords": [
-        512.5,
-        261.02885682970026
-      ]
-    },
-    {
-      "point_id": 15,
-      "game_coords": [
-        1,
-        7
-      ],
-      "adjacent_points": [
-        14,
-        16,
-        7
-      ],
-      "adjacent_hexes": [
-        7,
-        3
-      ],
-      "pixel_coords": [
-        557.5,
-        261.02885682970026
-      ]
-    },
-    {
-      "point_id": 16,
-      "game_coords": [
-        1,
-        8
-      ],
-      "adjacent_points": [
-        15,
-        26
-      ],
-      "adjacent_hexes": [
-        7
-      ],
-      "pixel_coords": [
-        580,
-        300
-      ]
-    },
-    {
-      "point_id": 17,
-      "game_coords": [
-        2,
-        0
-      ],
-      "adjacent_points": [
-        18,
-        28
-      ],
-      "adjacent_hexes": [
-        8
-      ],
-      "pixel_coords": [
-        242.49999999999997,
-        183.08657048910078
-      ]
-    },
-    {
-      "point_id": 18,
-      "game_coords": [
-        2,
-        1
-      ],
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examples/ai_testing/my_games/game_20251223_203724_full.json

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examples/ai_testing/my_games/game_20251223_204440_full.json

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-{
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examples/ai_testing/my_games/{game_20251223_205200_final.json → game_20251226_143530_final.json}

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-    },
-    "total_points": 54,
-    "total_hexes": 19
-  }
+  ]
 }

examples/ai_testing/my_games/{game_20251223_205200_full.json → game_20251226_143530_full.json}

@@ -1,312 +1,122 @@
 {
   "total_states": 1,
-  "timestamp": "20251223_205200",
+  "timestamp": "20251226_143530",
   "states": [
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-          "q": 0,
-          "r": -2,
           "type": "wood",
           "number": 12,
-          "has_robber": false,
-          "position": [
-            0,
-            0
-          ],
-          "axial_coords": [
-            0,
-            -2
-          ]
+          "has_robber": false
         },
         {
           "id": 2,
-          "q": 1,
-          "r": -2,
           "type": "sheep",
           "number": 5,
-          "has_robber": false,
-          "position": [
-            0,
-            1
-          ],
-          "axial_coords": [
-            1,
-            -2
-          ]
+          "has_robber": false
         },
         {
           "id": 3,
-          "q": 2,
-          "r": -2,
           "type": "wood",
           "number": 4,
-          "has_robber": false,
-          "position": [
-            0,
-            2
-          ],
-          "axial_coords": [
-            2,
-            -2
-          ]
+          "has_robber": false
         },
         {
           "id": 4,
-          "q": -1,
-          "r": -1,
           "type": "sheep",
           "number": 8,
-          "has_robber": false,
-          "position": [
-            1,
-            0
-          ],
-          "axial_coords": [
-            -1,
-            -1
-          ]
+          "has_robber": false
         },
         {
           "id": 5,
-          "q": 0,
-          "r": -1,
           "type": "brick",
           "number": 6,
-          "has_robber": false,
-          "position": [
-            1,
-            1
-          ],
-          "axial_coords": [
-            0,
-            -1
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+          "has_robber": false
         },
         {
           "id": 6,
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           "type": "wood",
           "number": 3,
-          "has_robber": false,
-          "position": [
-            1,
-            2
-          ],
-          "axial_coords": [
-            1,
-            -1
-          ]
+          "has_robber": false
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         {
           "id": 7,
-          "q": 2,
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           "type": "wheat",
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-          "has_robber": false,
-          "position": [
-            1,
-            3
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-          "axial_coords": [
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+          "has_robber": false
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+          "has_robber": false
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+          "has_robber": false
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         {
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           "type": "desert",
           "number": null,
-          "has_robber": true,
-          "position": [
-            2,
-            2
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-          "axial_coords": [
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-            0
-          ]
+          "has_robber": true
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         {
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-          "q": 1,
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           "type": "ore",
           "number": 3,
-          "has_robber": false,
-          "position": [
-            2,
-            3
-          ],
-          "axial_coords": [
-            1,
-            0
-          ]
+          "has_robber": false
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         {
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-          "has_robber": false,
-          "position": [
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-            4
-          ],
-          "axial_coords": [
-            2,
-            0
-          ]
+          "has_robber": false
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         {
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-          "q": -2,
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-          "has_robber": false,
-          "position": [
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-            0
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-          "axial_coords": [
-            -2,
-            1
-          ]
+          "has_robber": false
         },
         {
           "id": 14,
-          "q": -1,
-          "r": 1,
           "type": "wheat",
           "number": 9,
-          "has_robber": false,
-          "position": [
-            3,
-            1
-          ],
-          "axial_coords": [
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-            1
-          ]
+          "has_robber": false
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         {
           "id": 15,
-          "q": 0,
-          "r": 1,
           "type": "wheat",
           "number": 6,
-          "has_robber": false,
-          "position": [
-            3,
-            2
-          ],
-          "axial_coords": [
-            0,
-            1
-          ]
+          "has_robber": false
         },
         {
           "id": 16,
-          "q": 1,
-          "r": 1,
           "type": "sheep",
           "number": 11,
-          "has_robber": false,
-          "position": [
-            3,
-            3
-          ],
-          "axial_coords": [
-            1,
-            1
-          ]
+          "has_robber": false
         },
         {
           "id": 17,
-          "q": -2,
-          "r": 2,
           "type": "ore",
           "number": 5,
-          "has_robber": false,
-          "position": [
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-            0
-          ],
-          "axial_coords": [
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-            2
-          ]
+          "has_robber": false
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         {
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-          "q": -1,
-          "r": 2,
           "type": "wheat",
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-          "has_robber": false,
-          "position": [
-            4,
-            1
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-          "axial_coords": [
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-            2
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+          "has_robber": false
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         {
           "id": 19,
-          "q": 0,
-          "r": 2,
           "type": "ore",
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-          "has_robber": false,
-          "position": [
-            4,
-            2
-          ],
-          "axial_coords": [
-            0,
-            2
-          ]
+          "has_robber": false
         }
       ],
       "settlements": [],
@@ -315,7 +125,7 @@
       "players": [
         {
           "id": 0,
-          "name": "A",
+          "name": "ש",
           "victory_points": 0,
           "total_cards": 0,
           "cards_list": [],
@@ -331,7 +141,7 @@
         },
         {
           "id": 1,
-          "name": "B",
+          "name": "ה",
           "victory_points": 0,
           "total_cards": 0,
           "cards_list": [],
@@ -347,7 +157,7 @@
         },
         {
           "id": 2,
-          "name": "C",
+          "name": "ב",
           "victory_points": 0,
           "total_cards": 0,
           "cards_list": [],
@@ -372,46 +182,26 @@
       "points": [
         {
           "point_id": 1,
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-            0
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             9
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-            105.14428414850131
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           "adjacent_points": [
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             3
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           "adjacent_hexes": [
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-          "pixel_coords": [
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-            105.14428414850128
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         {
           "point_id": 3,
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-            2
-          ],
           "adjacent_points": [
             2,
             4,
@@ -420,36 +210,20 @@
           "adjacent_hexes": [
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           "point_id": 5,
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@@ -458,72 +232,40 @@
           "adjacent_hexes": [
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           "adjacent_hexes": [
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           "point_id": 8,
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             18
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           "adjacent_hexes": [
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           "point_id": 9,
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@@ -532,18 +274,10 @@
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           "point_id": 10,
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@@ -553,18 +287,10 @@
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           "point_id": 11,
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@@ -574,18 +300,10 @@
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-            183.08657048910078
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           "point_id": 12,
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@@ -595,18 +313,10 @@
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           "point_id": 13,
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@@ -616,18 +326,10 @@
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         {
           "point_id": 14,
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@@ -637,18 +339,10 @@
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-            261.02885682970026
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           "point_id": 15,
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@@ -657,54 +351,30 @@
           "adjacent_hexes": [
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           "point_id": 18,
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@@ -713,18 +383,10 @@
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@@ -734,18 +396,10 @@
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         {
           "point_id": 20,
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@@ -755,18 +409,10 @@
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         {
           "point_id": 21,
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@@ -776,18 +422,10 @@
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           "point_id": 22,
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@@ -797,18 +435,10 @@
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           "point_id": 23,
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@@ -818,18 +448,10 @@
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           "point_id": 24,
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@@ -839,18 +461,10 @@
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         {
           "point_id": 25,
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           "adjacent_points": [
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@@ -860,18 +474,10 @@
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examples/ai_testing/my_games/{game_20251223_204440_final.json → game_20251226_143710_final.json}

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 }

examples/ai_testing/my_games/{game_20251223_204416_full.json → game_20251226_143710_full.json}

@@ -1,312 +1,122 @@
 {
   "total_states": 1,
-  "timestamp": "20251223_204416",
+  "timestamp": "20251226_143710",
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-          "position": [
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-          "axial_coords": [
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+          "has_robber": false
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+          "has_robber": false
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+          "has_robber": false
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-          "axial_coords": [
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+          "has_robber": false
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@@ -372,46 +182,26 @@
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@@ -420,36 +210,20 @@
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@@ -458,72 +232,40 @@
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@@ -532,18 +274,10 @@
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@@ -553,18 +287,10 @@
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@@ -616,18 +326,10 @@
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@@ -637,18 +339,10 @@
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@@ -657,54 +351,30 @@
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@@ -713,18 +383,10 @@
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@@ -818,18 +448,10 @@
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@@ -839,18 +461,10 @@
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@@ -860,18 +474,10 @@
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@@ -880,54 +486,30 @@
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@@ -936,18 +518,10 @@
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           "point_id": 30,
-          "game_coords": [
-            3,
-            2
-          ],
           "adjacent_points": [
             29,
             31,
@@ -957,18 +531,10 @@
             13,
             9,
             8
-          ],
-          "pixel_coords": [
-            287.5,
-            261.02885682970026
           ]
         },
         {
           "point_id": 31,
-          "game_coords": [
-            3,
-            3
-          ],
           "adjacent_points": [
             30,
             32,
@@ -978,18 +544,10 @@
             14,
             13,
             9
-          ],
-          "pixel_coords": [
-            310,
-            300
           ]
         },
         {
           "point_id": 32,
-          "game_coords": [
-            3,
-            4
-          ],
           "adjacent_points": [
             31,
             33,
@@ -999,18 +557,10 @@
             14,
             10,
             9
-          ],
-          "pixel_coords": [
-            355,
-            300
           ]
         },
         {
           "point_id": 33,
-          "game_coords": [
-            3,
-            5
-          ],
           "adjacent_points": [
             32,
             34,
@@ -1020,18 +570,10 @@
             15,
             14,
             10
-          ],
-          "pixel_coords": [
-            377.5,
-            338.97114317029974
           ]
         },
         {
           "point_id": 34,
-          "game_coords": [
-            3,
-            6
-          ],
           "adjacent_points": [
             33,
             35,
@@ -1041,18 +583,10 @@
             15,
             11,
             10
-          ],
-          "pixel_coords": [
-            422.5,
-            338.97114317029974
           ]
         },
         {
           "point_id": 35,
-          "game_coords": [
-            3,
-            7
-          ],
           "adjacent_points": [
             34,
             36,
@@ -1062,18 +596,10 @@
             16,
             15,
             11
-          ],
-          "pixel_coords": [
-            445,
-            377.9422863405995
           ]
         },
         {
           "point_id": 36,
-          "game_coords": [
-            3,
-            8
-          ],
           "adjacent_points": [
             35,
             37,
@@ -1083,18 +609,10 @@
             16,
             12,
             11
-          ],
-          "pixel_coords": [
-            490,
-            377.9422863405995
           ]
         },
         {
           "point_id": 37,
-          "game_coords": [
-            3,
-            9
-          ],
           "adjacent_points": [
             36,
             38,
@@ -1103,54 +621,30 @@
           "adjacent_hexes": [
             16,
             12
-          ],
-          "pixel_coords": [
-            512.5,
-            416.9134295108992
           ]
         },
         {
           "point_id": 38,
-          "game_coords": [
-            3,
-            10
-          ],
           "adjacent_points": [
             37,
             27
           ],
           "adjacent_hexes": [
             12
-          ],
-          "pixel_coords": [
-            557.5,
-            416.9134295108992
           ]
         },
         {
           "point_id": 39,
-          "game_coords": [
-            4,
-            0
-          ],
           "adjacent_points": [
             40,
             29
           ],
           "adjacent_hexes": [
             13
-          ],
-          "pixel_coords": [
-            220,
-            300
           ]
         },
         {
           "point_id": 40,
-          "game_coords": [
-            4,
-            1
-          ],
           "adjacent_points": [
             39,
             41,
@@ -1159,18 +653,10 @@
           "adjacent_hexes": [
             17,
             13
-          ],
-          "pixel_coords": [
-            242.5,
-            338.97114317029974
           ]
         },
         {
           "point_id": 41,
-          "game_coords": [
-            4,
-            2
-          ],
           "adjacent_points": [
             40,
             42,
@@ -1180,18 +666,10 @@
             17,
             14,
             13
-          ],
-          "pixel_coords": [
-            287.5,
-            338.97114317029974
           ]
         },
         {
           "point_id": 42,
-          "game_coords": [
-            4,
-            3
-          ],
           "adjacent_points": [
             41,
             43,
@@ -1201,18 +679,10 @@
             18,
             17,
             14
-          ],
-          "pixel_coords": [
-            310,
-            377.9422863405995
           ]
         },
         {
           "point_id": 43,
-          "game_coords": [
-            4,
-            4
-          ],
           "adjacent_points": [
             42,
             44,
@@ -1222,18 +692,10 @@
             18,
             15,
             14
-          ],
-          "pixel_coords": [
-            355,
-            377.9422863405995
           ]
         },
         {
           "point_id": 44,
-          "game_coords": [
-            4,
-            5
-          ],
           "adjacent_points": [
             43,
             45,
@@ -1243,18 +705,10 @@
             19,
             18,
             15
-          ],
-          "pixel_coords": [
-            377.5,
-            416.9134295108992
           ]
         },
         {
           "point_id": 45,
-          "game_coords": [
-            4,
-            6
-          ],
           "adjacent_points": [
             44,
             46,
@@ -1264,18 +718,10 @@
             19,
             16,
             15
-          ],
-          "pixel_coords": [
-            422.5,
-            416.9134295108992
           ]
         },
         {
           "point_id": 46,
-          "game_coords": [
-            4,
-            7
-          ],
           "adjacent_points": [
             45,
             47,
@@ -1284,72 +730,40 @@
           "adjacent_hexes": [
             19,
             16
-          ],
-          "pixel_coords": [
-            445,
-            455.88457268119896
           ]
         },
         {
           "point_id": 47,
-          "game_coords": [
-            4,
-            8
-          ],
           "adjacent_points": [
             46,
             37
           ],
           "adjacent_hexes": [
             16
-          ],
-          "pixel_coords": [
-            490,
-            455.88457268119896
           ]
         },
         {
           "point_id": 48,
-          "game_coords": [
-            5,
-            0
-          ],
           "adjacent_points": [
             49,
             40
           ],
           "adjacent_hexes": [
             17
-          ],
-          "pixel_coords": [
-            220,
-            377.9422863405995
           ]
         },
         {
           "point_id": 49,
-          "game_coords": [
-            5,
-            1
-          ],
           "adjacent_points": [
             48,
             50
           ],
           "adjacent_hexes": [
             17
-          ],
-          "pixel_coords": [
-            242.5,
-            416.9134295108992
           ]
         },
         {
           "point_id": 50,
-          "game_coords": [
-            5,
-            2
-          ],
           "adjacent_points": [
             49,
             51,
@@ -1358,36 +772,20 @@
           "adjacent_hexes": [
             18,
             17
-          ],
-          "pixel_coords": [
-            287.5,
-            416.9134295108992
           ]
         },
         {
           "point_id": 51,
-          "game_coords": [
-            5,
-            3
-          ],
           "adjacent_points": [
             50,
             52
           ],
           "adjacent_hexes": [
             18
-          ],
-          "pixel_coords": [
-            310,
-            455.88457268119896
           ]
         },
         {
           "point_id": 52,
-          "game_coords": [
-            5,
-            4
-          ],
           "adjacent_points": [
             51,
             53,
@@ -1396,461 +794,29 @@
           "adjacent_hexes": [
             19,
             18
-          ],
-          "pixel_coords": [
-            355,
-            455.88457268119896
           ]
         },
         {
           "point_id": 53,
-          "game_coords": [
-            5,
-            5
-          ],
           "adjacent_points": [
             52,
             54
           ],
           "adjacent_hexes": [
             19
-          ],
-          "pixel_coords": [
-            377.5,
-            494.8557158514987
           ]
         },
         {
           "point_id": 54,
-          "game_coords": [
-            5,
-            6
-          ],
           "adjacent_points": [
             53,
             46
           ],
           "adjacent_hexes": [
             19
-          ],
-          "pixel_coords": [
-            422.5,
-            494.8557158514987
           ]
         }
-      ],
-      "board_graph": {
-        "adjacency": {
-          "1": [
-            2,
-            9
-          ],
-          "2": [
-            1,
-            3
-          ],
-          "3": [
-            2,
-            4,
-            11
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-          "4": [
-            3,
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-          "5": [
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-          "6": [
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-          "8": [
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-          "9": [
-            8,
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-            1
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-          "10": [
-            9,
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-            20
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-          "11": [
-            10,
-            12,
-            3
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-          "12": [
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-          "15": [
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-            44,
-            45
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-          "16": [
-            35,
-            36,
-            37,
-            45,
-            46,
-            47
-          ],
-          "17": [
-            40,
-            41,
-            42,
-            48,
-            49,
-            50
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-          "18": [
-            42,
-            43,
-            44,
-            50,
-            51,
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-          "19": [
-            44,
-            45,
-            46,
-            52,
-            53,
-            54
-          ]
-        },
-        "total_points": 54,
-        "total_hexes": 19
-      }
+      ]
     }
   ]
 }

examples/ai_testing/play_and_capture.py

@@ -23,29 +23,62 @@ original_update_state = None
 
 
 def capturing_wrapper(original_method):
-    """Wrap the update_full_state method to capture all calls."""
-    def wrapper(self, game_state=None):
-        # Call original
+    """Wrap the display_game_state method to capture all calls."""
+    def wrapper(self, game_state):
+        # Call original (this will update visualizations with converted state)
         result = original_method(self, game_state)
         
-        # Capture from web visualization
+        # Now capture from web visualization's converted state
         for viz in self.visualizations:
             if hasattr(viz, 'current_game_state') and viz.current_game_state:
-                state_copy = json.loads(json.dumps(viz.current_game_state))
-                captured_states.append(state_copy)
-                print(f"[Captured state #{len(captured_states)}]", flush=True)
-                break  # Only capture once per update
+                try:
+                    # current_game_state is already a dict (JSON-serializable)
+                    state_copy = json.loads(json.dumps(viz.current_game_state))
+                    captured_states.append(state_copy)
+                    print(f"[✅ Captured state #{len(captured_states)}]", flush=True)
+                    break  # Only capture once per update
+                except (TypeError, AttributeError) as e:
+                    # Skip if not serializable
+                    pass
         
         return result
     return wrapper
 
 
+def clean_state_for_llm(state):
+    """Remove unnecessary fields that are noise for LLM."""
+    cleaned = json.loads(json.dumps(state))  # Deep copy
+    
+    # Clean hexes: remove pixel_coords, position, axial_coords, q, r
+    if 'hexes' in cleaned:
+        for hex in cleaned['hexes']:
+            hex.pop('pixel_coords', None)
+            hex.pop('position', None)
+            hex.pop('axial_coords', None)
+            hex.pop('q', None)
+            hex.pop('r', None)
+    
+    # Clean points: remove pixel_coords, game_coords
+    if 'points' in cleaned:
+        for point in cleaned['points']:
+            point.pop('pixel_coords', None)
+            point.pop('game_coords', None)
+    
+    # Remove board_graph entirely (redundant with points data)
+    cleaned.pop('board_graph', None)
+    
+    return cleaned
+
+
 def save_all_states():
     """Save all captured states to files."""
     if not captured_states:
         print("\n⚠️  No states were captured during this game.")
         return
     
+    # Clean all states for LLM
+    cleaned_states = [clean_state_for_llm(state) for state in captured_states]
+    
     # Create output directory
     output_dir = Path('examples/ai_testing/my_games')
     output_dir.mkdir(exist_ok=True)
@@ -53,25 +86,25 @@ def save_all_states():
     # Generate timestamp
     timestamp = datetime.now().strftime('%Y%m%d_%H%M%S')
     
-    # Save full history
+    # Save full history (cleaned)
     history_file = output_dir / f'game_{timestamp}_full.json'
     with open(history_file, 'w', encoding='utf-8') as f:
         json.dump({
-            'total_states': len(captured_states),
+            'total_states': len(cleaned_states),
             'timestamp': timestamp,
-            'states': captured_states
+            'states': cleaned_states
         }, f, indent=2, ensure_ascii=False)
     
-    # Save final state
+    # Save final state (cleaned)
     final_file = output_dir / f'game_{timestamp}_final.json'
     with open(final_file, 'w', encoding='utf-8') as f:
-        json.dump(captured_states[-1], f, indent=2, ensure_ascii=False)
+        json.dump(cleaned_states[-1], f, indent=2, ensure_ascii=False)
     
-    # Also save to standard location
+    # Also save to standard location (cleaned)
     sample_file = Path('examples/ai_testing/sample_states/captured_game.json')
     sample_file.parent.mkdir(exist_ok=True)
     with open(sample_file, 'w', encoding='utf-8') as f:
-        json.dump(captured_states[-1], f, indent=2, ensure_ascii=False)
+        json.dump(cleaned_states[-1], f, indent=2, ensure_ascii=False)
     
     print("\n" + "="*80)
     print("✅ GAME SAVED SUCCESSFULLY!")
@@ -123,12 +156,31 @@ def main():
     print("Press Ctrl+C anytime to stop and save.")
     print("="*80 + "\n")
     
-    # Patch the VisualizationManager's update_full_state
+    # Patch the VisualizationManager's display_game_state
     from pycatan.visualizations.visualization import VisualizationManager
-    VisualizationManager.update_full_state = capturing_wrapper(
-        VisualizationManager.update_full_state
+    VisualizationManager.display_game_state = capturing_wrapper(
+        VisualizationManager.display_game_state
     )
     
+    # Also patch WebVisualization.update_full_state (called directly by RealGame)
+    from pycatan.visualizations.web_visualization import WebVisualization
+    original_web_update = WebVisualization.update_full_state
+    
+    def web_update_wrapper(self, game_state):
+        """Wrap WebVisualization.update_full_state to capture states."""
+        # Call original FIRST (this updates self.current_game_state)
+        result = original_web_update(self, game_state)
+        
+        # NOW capture from the updated current_game_state
+        if hasattr(self, 'current_game_state') and self.current_game_state:
+            state_copy = json.loads(json.dumps(self.current_game_state))
+            captured_states.append(state_copy)
+            print(f"[✅ Captured state #{len(captured_states)}]", flush=True)
+        
+        return result
+    
+    WebVisualization.update_full_state = web_update_wrapper
+    
     try:
         # Start game
         game = RealGame()

examples/ai_testing/play_and_save.py

@@ -1,179 +0,0 @@
-"""
-Play Interactive Game and Auto-Save States
--------------------------------------------
-Play Catan interactively in your browser, and all states
-are automatically captured and saved to JSON files.
-
-Usage:
-    python examples/ai_testing/play_and_save.py
-"""
-
-import sys
-from pathlib import Path
-import json
-import signal
-import atexit
-
-# Add parent directory to path
-sys.path.insert(0, str(Path(__file__).parent.parent.parent))
-
-from pycatan import RealGame
-from pycatan.visualizations.web_visualization import WebVisualization
-
-# Global list to capture states
-captured_states = []
-game_active = False
-
-# Store original functions
-original_web_update = WebVisualization.update_full_state
-original_display_action = None
-
-try:
-    from pycatan.management.game_manager import GameManager
-    original_display_action = GameManager.display_action
-except:
-    pass
-
-
-def capturing_update(self, game_state):
-    """Capture all state updates automatically."""
-    global captured_states
-    
-    # Call original function
-    original_web_update(self, game_state)
-    
-    # Capture the state
-    if hasattr(self, 'current_game_state') and self.current_game_state:
-        state_copy = json.loads(json.dumps(self.current_game_state))
-        captured_states.append(state_copy)
-        
-        # Print notification (less verbose)
-        if len(captured_states) % 5 == 0 or len(captured_states) == 1:
-            print(f"[Captured {len(captured_states)} states so far...]", flush=True)
-
-
-def capturing_display_action(self, action, result=None):
-    """Hook into display_action to capture after each action."""
-    # Call original
-    if original_display_action:
-        original_display_action(self, action, result)
-    
-    # Force a state capture by updating all visualizations
-    if hasattr(self, 'visualization_manager'):
-        try:
-            self.visualization_manager.update_full_state(self.game.get_state())
-        except:
-            pass
-
-
-def save_all_states():
-    """Save all captured states to files."""
-    if not captured_states:
-        print("\n⚠️  No states were captured during this game.")
-        return
-    
-    # Create output directory
-    output_dir = Path('examples/ai_testing/my_games')
-    output_dir.mkdir(exist_ok=True)
-    
-    # Generate timestamp for unique filename
-    from datetime import datetime
-    timestamp = datetime.now().strftime('%Y%m%d_%H%M%S')
-    
-    # Save full game history
-    history_file = output_dir / f'game_{timestamp}_full.json'
-    with open(history_file, 'w', encoding='utf-8') as f:
-        json.dump({
-            'total_states': len(captured_states),
-            'timestamp': timestamp,
-            'states': captured_states
-        }, f, indent=2, ensure_ascii=False)
-    
-    # Save just the final state
-    final_file = output_dir / f'game_{timestamp}_final.json'
-    with open(final_file, 'w', encoding='utf-8') as f:
-        json.dump(captured_states[-1], f, indent=2, ensure_ascii=False)
-    
-    # Also save to standard location
-    sample_file = Path('examples/ai_testing/sample_states/captured_game.json')
-    sample_file.parent.mkdir(exist_ok=True)
-    with open(sample_file, 'w', encoding='utf-8') as f:
-        json.dump(captured_states[-1], f, indent=2, ensure_ascii=False)
-    
-    print("\n" + "="*80)
-    print("✅ GAME SAVED SUCCESSFULLY!")
-    print("="*80)
-    print(f"\nTotal states captured: {len(captured_states)}")
-    print(f"\nSaved to:")
-    print(f"  📁 Full game history: {history_file}")
-    print(f"  📄 Final state:       {final_file}")
-    print(f"  📌 Standard location: {sample_file}")
-    print("\n" + "="*80)
-    
-    # Print summary
-    if captured_states:
-        final_state = captured_states[-1]
-        print("\n📊 FINAL GAME STATE:")
-        print(f"  Current Phase: {final_state.get('current_phase', 'UNKNOWN')}")
-        print(f"  Settlements: {len(final_state.get('settlements', []))}")
-        print(f"  Cities: {len(final_state.get('cities', []))}")
-        print(f"  Roads: {len(final_state.get('roads', []))}")
-        print(f"  Players: {len(final_state.get('players', []))}")
-        print("="*80)
-
-
-# Register save function to run on exit
-atexit.register(save_all_states)
-
-
-def signal_handler(sig, frame):
-    """Handle Ctrl+C gracefully."""
-    print("\n\n🛑 Game interrupted by user...")
-    save_all_states()
-    sys.exit(0)
-
-
-# Register signal handler
-signal.signal(signal.SIGINT, signal_handler)
-
-
-def main():
-    global game_active
-    
-    print("="*80)
-    print("🎮 INTERACTIVE CATAN WITH AUTO-SAVE")
-    print("="*80)
-    print("\nPlay the game normally in your browser.")
-    print("All states will be automatically captured and saved!")
-    print("\nPress Ctrl+C at any time to stop and save.")
-    print("="*80 + "\n")
-    
-    # Apply the patches
-    WebVisualization.update_full_state = capturing_update
-    
-    # Also patch GameManager if available
-    if original_display_action:
-        from pycatan.management.game_manager import GameManager
-        GameManager.display_action = capturing_display_action
-    
-    try:
-        # Start the game
-        game_active = True
-        game = RealGame()
-        game.run()
-        
-    except KeyboardInterrupt:
-        print("\n\n🛑 Game stopped by user")
-    except EOFError:
-        print("\n\n✅ Game completed")
-    except Exception as e:
-        print(f"\n\n❌ Error: {e}")
-        import traceback
-        traceback.print_exc()
-    finally:
-        game_active = False
-        # save_all_states() will be called by atexit
-
-
-if __name__ == '__main__':
-    main()

examples/ai_testing/sample_states/captured_game.json

@@ -2,307 +2,117 @@
   "hexes": [
     {
       "id": 1,
-      "q": 0,
-      "r": -2,
       "type": "wood",
       "number": 12,
-      "has_robber": false,
-      "position": [
-        0,
-        0
-      ],
-      "axial_coords": [
-        0,
-        -2
-      ]
+      "has_robber": false
     },
     {
       "id": 2,
-      "q": 1,
-      "r": -2,
       "type": "sheep",
       "number": 5,
-      "has_robber": false,
-      "position": [
-        0,
-        1
-      ],
-      "axial_coords": [
-        1,
-        -2
-      ]
+      "has_robber": false
     },
     {
       "id": 3,
-      "q": 2,
-      "r": -2,
       "type": "wood",
       "number": 4,
-      "has_robber": false,
-      "position": [
-        0,
-        2
-      ],
-      "axial_coords": [
-        2,
-        -2
-      ]
+      "has_robber": false
     },
     {
       "id": 4,
-      "q": -1,
-      "r": -1,
       "type": "sheep",
       "number": 8,
-      "has_robber": false,
-      "position": [
-        1,
-        0
-      ],
-      "axial_coords": [
-        -1,
-        -1
-      ]
+      "has_robber": false
     },
     {
       "id": 5,
-      "q": 0,
-      "r": -1,
       "type": "brick",
       "number": 6,
-      "has_robber": false,
-      "position": [
-        1,
-        1
-      ],
-      "axial_coords": [
-        0,
-        -1
-      ]
+      "has_robber": false
     },
     {
       "id": 6,
-      "q": 1,
-      "r": -1,
       "type": "wood",
       "number": 3,
-      "has_robber": false,
-      "position": [
-        1,
-        2
-      ],
-      "axial_coords": [
-        1,
-        -1
-      ]
+      "has_robber": false
     },
     {
       "id": 7,
-      "q": 2,
-      "r": -1,
       "type": "wheat",
       "number": 8,
-      "has_robber": false,
-      "position": [
-        1,
-        3
-      ],
-      "axial_coords": [
-        2,
-        -1
-      ]
+      "has_robber": false
     },
     {
       "id": 8,
-      "q": -2,
-      "r": 0,
       "type": "brick",
       "number": 10,
-      "has_robber": false,
-      "position": [
-        2,
-        0
-      ],
-      "axial_coords": [
-        -2,
-        0
-      ]
+      "has_robber": false
     },
     {
       "id": 9,
-      "q": -1,
-      "r": 0,
       "type": "wood",
       "number": 11,
-      "has_robber": false,
-      "position": [
-        2,
-        1
-      ],
-      "axial_coords": [
-        -1,
-        0
-      ]
+      "has_robber": false
     },
     {
       "id": 10,
-      "q": 0,
-      "r": 0,
       "type": "desert",
       "number": null,
-      "has_robber": true,
-      "position": [
-        2,
-        2
-      ],
-      "axial_coords": [
-        0,
-        0
-      ]
+      "has_robber": true
     },
     {
       "id": 11,
-      "q": 1,
-      "r": 0,
       "type": "ore",
       "number": 3,
-      "has_robber": false,
-      "position": [
-        2,
-        3
-      ],
-      "axial_coords": [
-        1,
-        0
-      ]
+      "has_robber": false
     },
     {
       "id": 12,
-      "q": 2,
-      "r": 0,
       "type": "sheep",
       "number": 4,
-      "has_robber": false,
-      "position": [
-        2,
-        4
-      ],
-      "axial_coords": [
-        2,
-        0
-      ]
+      "has_robber": false
     },
     {
       "id": 13,
-      "q": -2,
-      "r": 1,
       "type": "brick",
       "number": 10,
-      "has_robber": false,
-      "position": [
-        3,
-        0
-      ],
-      "axial_coords": [
-        -2,
-        1
-      ]
+      "has_robber": false
     },
     {
       "id": 14,
-      "q": -1,
-      "r": 1,
       "type": "wheat",
       "number": 9,
-      "has_robber": false,
-      "position": [
-        3,
-        1
-      ],
-      "axial_coords": [
-        -1,
-        1
-      ]
+      "has_robber": false
     },
     {
       "id": 15,
-      "q": 0,
-      "r": 1,
       "type": "wheat",
       "number": 6,
-      "has_robber": false,
-      "position": [
-        3,
-        2
-      ],
-      "axial_coords": [
-        0,
-        1
-      ]
+      "has_robber": false
     },
     {
       "id": 16,
-      "q": 1,
-      "r": 1,
       "type": "sheep",
       "number": 11,
-      "has_robber": false,
-      "position": [
-        3,
-        3
-      ],
-      "axial_coords": [
-        1,
-        1
-      ]
+      "has_robber": false
     },
     {
       "id": 17,
-      "q": -2,
-      "r": 2,
       "type": "ore",
       "number": 5,
-      "has_robber": false,
-      "position": [
-        4,
-        0
-      ],
-      "axial_coords": [
-        -2,
-        2
-      ]
+      "has_robber": false
     },
     {
       "id": 18,
-      "q": -1,
-      "r": 2,
       "type": "wheat",
       "number": 9,
-      "has_robber": false,
-      "position": [
-        4,
-        1
-      ],
-      "axial_coords": [
-        -1,
-        2
-      ]
+      "has_robber": false
     },
     {
       "id": 19,
-      "q": 0,
-      "r": 2,
       "type": "ore",
       "number": 2,
-      "has_robber": false,
-      "position": [
-        4,
-        2
-      ],
-      "axial_coords": [
-        0,
-        2
-      ]
+      "has_robber": false
     }
   ],
   "settlements": [],
@@ -311,7 +121,7 @@
   "players": [
     {
       "id": 0,
-      "name": "A",
+      "name": "a",
       "victory_points": 0,
       "total_cards": 0,
       "cards_list": [],
@@ -327,7 +137,7 @@
     },
     {
       "id": 1,
-      "name": "B",
+      "name": "b",
       "victory_points": 0,
       "total_cards": 0,
       "cards_list": [],
@@ -343,7 +153,7 @@
     },
     {
       "id": 2,
-      "name": "C",
+      "name": "c",
       "victory_points": 0,
       "total_cards": 0,
       "cards_list": [],
@@ -368,46 +178,26 @@
   "points": [
     {
       "point_id": 1,
-      "game_coords": [
-        0,
-        0
-      ],
       "adjacent_points": [
         2,
         9
       ],
       "adjacent_hexes": [
         1
-      ],
-      "pixel_coords": [
-        377.5,
-        105.14428414850131
       ]
     },
     {
       "point_id": 2,
-      "game_coords": [
-        0,
-        1
-      ],
       "adjacent_points": [
         1,
         3
       ],
       "adjacent_hexes": [
         1
-      ],
-      "pixel_coords": [
-        422.5,
-        105.14428414850128
       ]
     },
     {
       "point_id": 3,
-      "game_coords": [
-        0,
-        2
-      ],
       "adjacent_points": [
         2,
         4,
@@ -416,36 +206,20 @@
       "adjacent_hexes": [
         2,
         1
-      ],
-      "pixel_coords": [
-        445,
-        144.11542731880104
       ]
     },
     {
       "point_id": 4,
-      "game_coords": [
-        0,
-        3
-      ],
       "adjacent_points": [
         3,
         5
       ],
       "adjacent_hexes": [
         2
-      ],
-      "pixel_coords": [
-        490,
-        144.11542731880104
       ]
     },
     {
       "point_id": 5,
-      "game_coords": [
-        0,
-        4
-      ],
       "adjacent_points": [
         4,
         6,
@@ -454,72 +228,40 @@
       "adjacent_hexes": [
         3,
         2
-      ],
-      "pixel_coords": [
-        512.5,
-        183.08657048910078
       ]
     },
     {
       "point_id": 6,
-      "game_coords": [
-        0,
-        5
-      ],
       "adjacent_points": [
         5,
         7
       ],
       "adjacent_hexes": [
         3
-      ],
-      "pixel_coords": [
-        557.5,
-        183.08657048910078
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     {
       "point_id": 7,
-      "game_coords": [
-        0,
-        6
-      ],
       "adjacent_points": [
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       ],
       "adjacent_hexes": [
         3
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-      "pixel_coords": [
-        580,
-        222.05771365940052
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     {
       "point_id": 8,
-      "game_coords": [
-        1,
-        0
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         9,
         18
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-      "pixel_coords": [
-        310,
-        144.11542731880104
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     {
       "point_id": 9,
-      "game_coords": [
-        1,
-        1
-      ],
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         10,
@@ -528,18 +270,10 @@
       "adjacent_hexes": [
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         1
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-      "pixel_coords": [
-        355,
-        144.11542731880104
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     {
       "point_id": 10,
-      "game_coords": [
-        1,
-        2
-      ],
       "adjacent_points": [
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@@ -549,18 +283,10 @@
         5,
         4,
         1
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-      "pixel_coords": [
-        377.5,
-        183.08657048910078
       ]
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     {
       "point_id": 11,
-      "game_coords": [
-        1,
-        3
-      ],
       "adjacent_points": [
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         12,
@@ -570,18 +296,10 @@
         5,
         2,
         1
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-      "pixel_coords": [
-        422.5,
-        183.08657048910078
       ]
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     {
       "point_id": 12,
-      "game_coords": [
-        1,
-        4
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         11,
         13,
@@ -591,18 +309,10 @@
         6,
         5,
         2
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-      "pixel_coords": [
-        445,
-        222.05771365940052
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     {
       "point_id": 13,
-      "game_coords": [
-        1,
-        5
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       "adjacent_points": [
         12,
         14,
@@ -612,18 +322,10 @@
         6,
         3,
         2
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-      "pixel_coords": [
-        490,
-        222.05771365940052
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     {
       "point_id": 14,
-      "game_coords": [
-        1,
-        6
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       "adjacent_points": [
         13,
         15,
@@ -633,18 +335,10 @@
         7,
         6,
         3
-      ],
-      "pixel_coords": [
-        512.5,
-        261.02885682970026
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     {
       "point_id": 15,
-      "game_coords": [
-        1,
-        7
-      ],
       "adjacent_points": [
         14,
         16,
@@ -653,54 +347,30 @@
       "adjacent_hexes": [
         7,
         3
-      ],
-      "pixel_coords": [
-        557.5,
-        261.02885682970026
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     {
       "point_id": 16,
-      "game_coords": [
-        1,
-        8
-      ],
       "adjacent_points": [
         15,
         26
       ],
       "adjacent_hexes": [
         7
-      ],
-      "pixel_coords": [
-        580,
-        300
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     },
     {
       "point_id": 17,
-      "game_coords": [
-        2,
-        0
-      ],
       "adjacent_points": [
         18,
         28
       ],
       "adjacent_hexes": [
         8
-      ],
-      "pixel_coords": [
-        242.49999999999997,
-        183.08657048910078
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     {
       "point_id": 18,
-      "game_coords": [
-        2,
-        1
-      ],
       "adjacent_points": [
         17,
         19,
@@ -709,18 +379,10 @@
       "adjacent_hexes": [
         8,
         4
-      ],
-      "pixel_coords": [
-        287.5,
-        183.08657048910078
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     },
     {
       "point_id": 19,
-      "game_coords": [
-        2,
-        2
-      ],
       "adjacent_points": [
         18,
         20,
@@ -730,18 +392,10 @@
         9,
         8,
         4
-      ],
-      "pixel_coords": [
-        310,
-        222.05771365940052
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     },
     {
       "point_id": 20,
-      "game_coords": [
-        2,
-        3
-      ],
       "adjacent_points": [
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         21,
@@ -751,18 +405,10 @@
         9,
         5,
         4
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-      "pixel_coords": [
-        355,
-        222.05771365940052
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     },
     {
       "point_id": 21,
-      "game_coords": [
-        2,
-        4
-      ],
       "adjacent_points": [
         20,
         22,
@@ -772,18 +418,10 @@
         10,
         9,
         5
-      ],
-      "pixel_coords": [
-        377.5,
-        261.02885682970026
       ]
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     {
       "point_id": 22,
-      "game_coords": [
-        2,
-        5
-      ],
       "adjacent_points": [
         21,
         23,
@@ -793,18 +431,10 @@
         10,
         6,
         5
-      ],
-      "pixel_coords": [
-        422.5,
-        261.02885682970026
       ]
     },
     {
       "point_id": 23,
-      "game_coords": [
-        2,
-        6
-      ],
       "adjacent_points": [
         22,
         24,
@@ -814,18 +444,10 @@
         11,
         10,
         6
-      ],
-      "pixel_coords": [
-        445,
-        300
       ]
     },
     {
       "point_id": 24,
-      "game_coords": [
-        2,
-        7
-      ],
       "adjacent_points": [
         23,
         25,
@@ -835,18 +457,10 @@
         11,
         7,
         6
-      ],
-      "pixel_coords": [
-        490,
-        300
       ]
     },
     {
       "point_id": 25,
-      "game_coords": [
-        2,
-        8
-      ],
       "adjacent_points": [
         24,
         26,
@@ -856,18 +470,10 @@
         12,
         11,
         7
-      ],
-      "pixel_coords": [
-        512.5,
-        338.97114317029974
       ]
     },
     {
       "point_id": 26,
-      "game_coords": [
-        2,
-        9
-      ],
       "adjacent_points": [
         25,
         27,
@@ -876,54 +482,30 @@
       "adjacent_hexes": [
         12,
         7
-      ],
-      "pixel_coords": [
-        557.5,
-        338.97114317029974
       ]
     },
     {
       "point_id": 27,
-      "game_coords": [
-        2,
-        10
-      ],
       "adjacent_points": [
         26,
         38
       ],
       "adjacent_hexes": [
         12
-      ],
-      "pixel_coords": [
-        580,
-        377.9422863405995
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     },
     {
       "point_id": 28,
-      "game_coords": [
-        3,
-        0
-      ],
       "adjacent_points": [
         29,
         17
       ],
       "adjacent_hexes": [
         8
-      ],
-      "pixel_coords": [
-        220,
-        222.05771365940052
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     },
     {
       "point_id": 29,
-      "game_coords": [
-        3,
-        1
-      ],
       "adjacent_points": [
         28,
         30,
@@ -932,18 +514,10 @@
       "adjacent_hexes": [
         13,
         8
-      ],
-      "pixel_coords": [
-        242.5,
-        261.02885682970026
       ]
     },
     {
       "point_id": 30,
-      "game_coords": [
-        3,
-        2
-      ],
       "adjacent_points": [
         29,
         31,
@@ -953,18 +527,10 @@
         13,
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         8
-      ],
-      "pixel_coords": [
-        287.5,
-        261.02885682970026
       ]
     },
     {
       "point_id": 31,
-      "game_coords": [
-        3,
-        3
-      ],
       "adjacent_points": [
         30,
         32,
@@ -974,18 +540,10 @@
         14,
         13,
         9
-      ],
-      "pixel_coords": [
-        310,
-        300
       ]
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 }

examples/ai_testing/sample_states/early_game.json

@@ -1,91 +0,0 @@
-{
-  "game_id": "early_game",
-  "turn_number": 1,
-  "current_player": 0,
-  "game_phase": "NORMAL_PLAY",
-  "turn_phase": "PLAYER_ACTIONS",
-  "dice_rolled": [3, 4],
-  "board_state": {
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-      {"coords": [0, 1], "type": "PASTURE", "number": 6, "has_robber": false},
-      {"coords": [0, 2], "type": "MOUNTAINS", "number": 5, "has_robber": false},
-      {"coords": [1, 0], "type": "FIELDS", "number": 4, "has_robber": false},
-      {"coords": [1, 1], "type": "FOREST", "number": 11, "has_robber": false},
-      {"coords": [1, 2], "type": "PASTURE", "number": 12, "has_robber": false},
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-      {"coords": [2, 0], "type": "FOREST", "number": 8, "has_robber": false},
-      {"coords": [2, 1], "type": "DESERT", "number": null, "has_robber": true},
-      {"coords": [2, 2], "type": "FOREST", "number": 10, "has_robber": false},
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-      {"coords": [4, 2], "type": "MOUNTAINS", "number": 10, "has_robber": false}
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-    "robber_position": [2, 1],
-    "harbors": [],
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-      "[2, 4]": {"type": "SETTLEMENT", "owner": 1},
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-      {"start": [2, 4], "end": [3, 4], "owner": 1},
-      {"start": [5, 3], "end": [6, 3], "owner": 2}
-    ]
-  },
-  "players_state": [
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-      "player_id": 0,
-      "name": "Player 0 (Red)",
-      "cards": ["WOOD", "WOOD", "BRICK", "WHEAT"],
-      "dev_cards": [],
-      "settlements": [[0, 0], [4, 1]],
-      "cities": [],
-      "roads": [[[0, 0], [1, 0]], [[4, 1], [5, 1]]],
-      "victory_points": 2,
-      "longest_road_length": 1,
-      "has_longest_road": false,
-      "has_largest_army": false,
-      "knights_played": 0
-    },
-    {
-      "player_id": 1,
-      "name": "Player 1 (Blue)",
-      "cards": ["SHEEP", "WHEAT", "ORE"],
-      "dev_cards": [],
-      "settlements": [[1, 5], [2, 4]],
-      "cities": [],
-      "roads": [[[1, 5], [2, 5]], [[2, 4], [3, 4]]],
-      "victory_points": 2,
-      "longest_road_length": 1,
-      "has_longest_road": false,
-      "has_largest_army": false,
-      "knights_played": 0
-    },
-    {
-      "player_id": 2,
-      "name": "Player 2 (Green)",
-      "cards": ["WOOD", "BRICK", "SHEEP"],
-      "dev_cards": [],
-      "settlements": [[3, 2], [5, 3]],
-      "cities": [],
-      "roads": [[[3, 2], [4, 2]], [[5, 3], [6, 3]]],
-      "victory_points": 2,
-      "longest_road_length": 1,
-      "has_longest_road": false,
-      "has_largest_army": false,
-      "knights_played": 0
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-  ]
-}

examples/ai_testing/sample_states/mid_game_competitive.json

@@ -1,115 +0,0 @@
-{
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-  "turn_number": 15,
-  "current_player": 1,
-  "game_phase": "NORMAL_PLAY",
-  "turn_phase": "PLAYER_ACTIONS",
-  "dice_rolled": [5, 6],
-  "board_state": {
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-      {"coords": [0, 2], "type": "MOUNTAINS", "number": 5, "has_robber": false},
-      {"coords": [1, 0], "type": "FIELDS", "number": 4, "has_robber": false},
-      {"coords": [1, 1], "type": "FOREST", "number": 11, "has_robber": false},
-      {"coords": [1, 2], "type": "PASTURE", "number": 12, "has_robber": false},
-      {"coords": [1, 3], "type": "FIELDS", "number": 9, "has_robber": false},
-      {"coords": [2, 0], "type": "FOREST", "number": 8, "has_robber": false},
-      {"coords": [2, 1], "type": "DESERT", "number": null, "has_robber": false},
-      {"coords": [2, 2], "type": "FOREST", "number": 10, "has_robber": true},
-      {"coords": [2, 3], "type": "MOUNTAINS", "number": 9, "has_robber": false},
-      {"coords": [3, 0], "type": "HILLS", "number": 11, "has_robber": false},
-      {"coords": [3, 1], "type": "FIELDS", "number": 2, "has_robber": false},
-      {"coords": [3, 2], "type": "PASTURE", "number": 6, "has_robber": false},
-      {"coords": [4, 0], "type": "PASTURE", "number": 4, "has_robber": false},
-      {"coords": [4, 1], "type": "FIELDS", "number": 5, "has_robber": false},
-      {"coords": [4, 2], "type": "MOUNTAINS", "number": 10, "has_robber": false}
-    ],
-    "robber_position": [2, 2],
-    "harbors": [],
-    "buildings": {
-      "[0, 0]": {"type": "CITY", "owner": 0},
-      "[1, 5]": {"type": "SETTLEMENT", "owner": 1},
-      "[3, 2]": {"type": "SETTLEMENT", "owner": 2},
-      "[4, 1]": {"type": "SETTLEMENT", "owner": 0},
-      "[2, 4]": {"type": "CITY", "owner": 1},
-      "[5, 3]": {"type": "SETTLEMENT", "owner": 2},
-      "[1, 1]": {"type": "SETTLEMENT", "owner": 0},
-      "[3, 5]": {"type": "SETTLEMENT", "owner": 1},
-      "[6, 2]": {"type": "SETTLEMENT", "owner": 2}
-    },
-    "roads": [
-      {"start": [0, 0], "end": [1, 0], "owner": 0},
-      {"start": [1, 0], "end": [2, 0], "owner": 0},
-      {"start": [1, 5], "end": [2, 5], "owner": 1},
-      {"start": [2, 5], "end": [3, 5], "owner": 1},
-      {"start": [3, 2], "end": [4, 2], "owner": 2},
-      {"start": [4, 2], "end": [5, 2], "owner": 2},
-      {"start": [4, 1], "end": [5, 1], "owner": 0},
-      {"start": [2, 4], "end": [3, 4], "owner": 1},
-      {"start": [5, 3], "end": [6, 3], "owner": 2},
-      {"start": [0, 0], "end": [0, 1], "owner": 0},
-      {"start": [0, 1], "end": [1, 1], "owner": 0},
-      {"start": [5, 2], "end": [6, 2], "owner": 2}
-    ]
-  },
-  "players_state": [
-    {
-      "player_id": 0,
-      "name": "Player 0 (Red)",
-      "cards": ["WOOD", "WOOD", "BRICK", "WHEAT", "ORE", "ORE", "SHEEP"],
-      "dev_cards": ["KNIGHT", "VICTORY_POINT"],
-      "settlements": [[4, 1], [1, 1]],
-      "cities": [[0, 0]],
-      "roads": [
-        [[0, 0], [1, 0]], 
-        [[1, 0], [2, 0]], 
-        [[4, 1], [5, 1]], 
-        [[0, 0], [0, 1]], 
-        [[0, 1], [1, 1]]
-      ],
-      "victory_points": 6,
-      "longest_road_length": 5,
-      "has_longest_road": true,
-      "has_largest_army": false,
-      "knights_played": 1
-    },
-    {
-      "player_id": 1,
-      "name": "Player 1 (Blue)",
-      "cards": ["SHEEP", "SHEEP", "WHEAT", "WHEAT", "ORE", "BRICK"],
-      "dev_cards": ["KNIGHT", "KNIGHT", "ROAD_BUILDING"],
-      "settlements": [[1, 5], [3, 5]],
-      "cities": [[2, 4]],
-      "roads": [
-        [[1, 5], [2, 5]], 
-        [[2, 5], [3, 5]], 
-        [[2, 4], [3, 4]]
-      ],
-      "victory_points": 5,
-      "longest_road_length": 2,
-      "has_longest_road": false,
-      "has_largest_army": false,
-      "knights_played": 2
-    },
-    {
-      "player_id": 2,
-      "name": "Player 2 (Green)",
-      "cards": ["WOOD", "WOOD", "BRICK", "BRICK", "SHEEP", "WHEAT"],
-      "dev_cards": ["YEAR_OF_PLENTY"],
-      "settlements": [[3, 2], [5, 3], [6, 2]],
-      "cities": [],
-      "roads": [
-        [[3, 2], [4, 2]], 
-        [[4, 2], [5, 2]], 
-        [[5, 3], [6, 3]], 
-        [[5, 2], [6, 2]]
-      ],
-      "victory_points": 4,
-      "longest_road_length": 4,
-      "has_longest_road": false,
-      "has_largest_army": false,
-      "knights_played": 0
-    }
-  ]
-}

examples/ai_testing/show_complete_state.py

@@ -1,194 +0,0 @@
-"""
-Show Complete Game State
--------------------------
-Runs a game to a specific point and shows the COMPLETE JSON.
-"""
-
-import sys
-from pathlib import Path
-import os
-import json
-
-# Add parent directory to path
-sys.path.insert(0, str(Path(__file__).parent.parent.parent))
-
-from pycatan.visualizations.web_visualization import WebVisualization
-
-# Capture states
-captured_states = []
-update_counter = 0
-
-original_update = WebVisualization.update_full_state
-original_start_server = WebVisualization.start_server
-
-def capturing_update(self, game_state):
-    """Capture and save all states."""
-    global update_counter
-    original_update(self, game_state)
-    
-    if hasattr(self, 'current_game_state') and self.current_game_state:
-        update_counter += 1
-        state_copy = json.loads(json.dumps(self.current_game_state))
-        captured_states.append(state_copy)
-        
-        # Print just a notification
-        print(f"\r[Captured state #{update_counter}]", end='', flush=True)
-
-def no_server(self):
-    """Disable web server."""
-    self.running = True
-
-# Apply patches
-WebVisualization.update_full_state = capturing_update
-WebVisualization.start_server = no_server
-
-
-def print_complete_state(state, title="COMPLETE GAME STATE"):
-    """Print the complete state in a readable format."""
-    print("\n" + "="*80)
-    print(f"🎮 {title}")
-    print("="*80)
-    
-    # Print complete JSON
-    print(json.dumps(state, indent=2, ensure_ascii=False))
-    
-    print("\n" + "="*80)
-    print("📊 SUMMARY")
-    print("="*80)
-    
-    # Summary
-    print(f"\n🎲 Game Info:")
-    print(f"   Current Player: {state.get('current_player', '?')}")
-    print(f"   Game Phase: {state.get('current_phase', '?')}")
-    
-    if state.get('dice_result'):
-        print(f"   Last Dice: {state['dice_result']}")
-    
-    print(f"\n🗺️  Board:")
-    print(f"   Hexes: {len(state.get('hexes', []))}")
-    hexes_by_type = {}
-    for hex in state.get('hexes', []):
-        htype = hex.get('type', 'unknown')
-        hexes_by_type[htype] = hexes_by_type.get(htype, 0) + 1
-    for htype, count in sorted(hexes_by_type.items()):
-        print(f"      - {htype}: {count}")
-    
-    robber = state.get('robber_position')
-    if robber:
-        print(f"   Robber: {robber}")
-    
-    print(f"\n🏘️  Buildings:")
-    settlements = state.get('settlements', [])
-    cities = state.get('cities', [])
-    roads = state.get('roads', [])
-    print(f"   Settlements: {len(settlements)}")
-    for s in settlements[:5]:  # Show first 5
-        print(f"      - Point {s.get('point_id')}: Player {s.get('owner')}")
-    if len(settlements) > 5:
-        print(f"      ... and {len(settlements)-5} more")
-    
-    print(f"   Cities: {len(cities)}")
-    for c in cities[:5]:
-        print(f"      - Point {c.get('point_id')}: Player {c.get('owner')}")
-    if len(cities) > 5:
-        print(f"      ... and {len(cities)-5} more")
-    
-    print(f"   Roads: {len(roads)}")
-    for r in roads[:5]:
-        print(f"      - {r.get('start_point')} -> {r.get('end_point')}: Player {r.get('owner')}")
-    if len(roads) > 5:
-        print(f"      ... and {len(roads)-5} more")
-    
-    print(f"\n👥 Players: {len(state.get('players', []))}")
-    for player in state.get('players', []):
-        print(f"\n   Player {player.get('id')}: {player.get('name', 'Unknown')}")
-        print(f"      Victory Points: {player.get('victory_points', 0)}")
-        print(f"      Resources: {len(player.get('cards', []))} cards")
-        if player.get('cards'):
-            card_counts = {}
-            for card in player['cards']:
-                card_counts[card] = card_counts.get(card, 0) + 1
-            print(f"         {dict(card_counts)}")
-        print(f"      Dev Cards: {len(player.get('dev_cards', []))}")
-        if player.get('dev_cards'):
-            print(f"         {player['dev_cards']}")
-        print(f"      Knights Played: {player.get('knights_played', 0)}")
-        if player.get('has_longest_road'):
-            print(f"      🛣️  Has LONGEST ROAD")
-        if player.get('has_largest_army'):
-            print(f"      ⚔️  Has LARGEST ARMY")
-    
-    print("\n" + "="*80)
-
-
-def main():
-    if len(sys.argv) > 1:
-        input_file = sys.argv[1]
-    else:
-        input_file = 'examples/data/game_moves_3Players.txt'
-    
-    print(f"\nRunning game with: {input_file}")
-    print("(Web server disabled, capturing states...)\n")
-    
-    # Read inputs
-    with open(input_file, 'r', encoding='utf-8') as f:
-        inputs = f.read()
-    
-    from io import StringIO
-    sys.stdin = StringIO(inputs)
-    
-    try:
-        from pycatan import RealGame
-        game = RealGame()
-        game.run()
-        
-    except (EOFError, KeyboardInterrupt):
-        print("\n\nGame stopped")
-    except Exception as e:
-        print(f"\n\nError: {e}")
-    
-    # Show results
-    print(f"\n\n{'='*80}")
-    print(f"✅ Captured {len(captured_states)} states total")
-    print("="*80)
-    
-    if captured_states:
-        # Save all states
-        output_dir = Path('examples/ai_testing/captured_states')
-        output_dir.mkdir(exist_ok=True)
-        
-        # Save first state
-        first_state = captured_states[0]
-        first_file = output_dir / 'state_001_initial.json'
-        with open(first_file, 'w', encoding='utf-8') as f:
-            json.dump(first_state, f, indent=2, ensure_ascii=False)
-        print(f"\n💾 Saved first state to: {first_file}")
-        
-        # Save last state
-        last_state = captured_states[-1]
-        last_file = output_dir / f'state_{len(captured_states):03d}_final.json'
-        with open(last_file, 'w', encoding='utf-8') as f:
-            json.dump(last_state, f, indent=2, ensure_ascii=False)
-        print(f"💾 Saved last state to: {last_file}")
-        
-        # Also save to sample_states for compatibility
-        sample_file = Path('examples/ai_testing/sample_states/captured_game.json')
-        sample_file.parent.mkdir(exist_ok=True)
-        with open(sample_file, 'w', encoding='utf-8') as f:
-            json.dump(last_state, f, indent=2, ensure_ascii=False)
-        print(f"💾 Saved to: {sample_file}")
-        
-        # Print complete final state
-        print_complete_state(last_state, "FINAL GAME STATE - THIS IS WHAT AI SEES")
-        
-        print("\n" + "="*80)
-        print("📝 To see full JSON of any state, check the files above")
-        print("🌐 To view in browser, run:")
-        print(f"   py examples/ai_testing/visualize_game_state.py --state-file {sample_file}")
-        print("="*80)
-    else:
-        print("❌ No states were captured!")
-
-
-if __name__ == '__main__':
-    main()

examples/ai_testing/simple_capture.py

@@ -1,109 +0,0 @@
-"""
-Simple Game State Capturer
----------------------------
-Runs a game and prints the JSON at each major point.
-WITHOUT starting a web server (to avoid port conflicts).
-"""
-
-import sys
-from pathlib import Path
-import os
-
-# Add parent directory to path for imports
-sys.path.insert(0, str(Path(__file__).parent.parent.parent))
-
-import json
-from pycatan.visualizations.web_visualization import WebVisualization
-
-
-# Monkey-patch to capture states WITHOUT starting server
-original_update = WebVisualization.update_full_state
-original_start_server = WebVisualization.start_server
-captured_states = []
-
-def capturing_update(self, game_state):
-    """Capture state and print JSON."""
-    original_update(self, game_state)
-    
-    if hasattr(self, 'current_game_state') and self.current_game_state:
-        print("\n" + "="*80)
-        print("GAME STATE JSON (This is what AI receives)")
-        print("="*80)
-        print(json.dumps(self.current_game_state, indent=2, ensure_ascii=False))
-        print("="*80 + "\n")
-        
-        # Save to list
-        captured_states.append(self.current_game_state.copy())
-
-def no_start_server(self):
-    """Don't start the server - just capture data."""
-    print("[INFO] Web server disabled for capture mode")
-    self.running = True  # Pretend it's running
-    pass
-
-# Apply monkey patches
-WebVisualization.update_full_state = capturing_update
-WebVisualization.start_server = no_start_server
-
-
-def main():
-    """Run game with input file."""
-    import sys
-    import os
-    
-    # Fix encoding for Windows console
-    if sys.platform == 'win32':
-        os.environ['PYTHONIOENCODING'] = 'utf-8'
-    
-    # Check if input file provided
-    if len(sys.argv) > 1:
-        input_file = sys.argv[1]
-    else:
-        input_file = 'examples/data/game_moves_3Players.txt'
-    
-    print(f"\nRunning game with inputs from: {input_file}")
-    print("="*80)
-    
-    # Read inputs
-    with open(input_file, 'r', encoding='utf-8') as f:
-        inputs = f.read()
-    
-    # Feed to stdin
-    from io import StringIO
-    sys.stdin = StringIO(inputs)
-    
-    try:
-        print("[INFO] Starting game in capture mode (web server disabled)")
-        print("="*80)
-        
-        # Import after patching
-        from pycatan import RealGame
-        
-        # Run the game - this will print JSON at each update
-        game = RealGame()
-        game.run()
-        
-    except (EOFError, KeyboardInterrupt):
-        print("\n\nGame stopped")
-    except Exception as e:
-        print(f"\nError: {e}")
-        import traceback
-        traceback.print_exc()
-    
-    print("\n" + "="*80)
-    print(f"Captured {len(captured_states)} states total")
-    print("="*80)
-    
-    # Save last state
-    if captured_states:
-        output_file = 'examples/ai_testing/sample_states/captured_game.json'
-        os.makedirs(os.path.dirname(output_file), exist_ok=True)
-        with open(output_file, 'w', encoding='utf-8') as f:
-            json.dump(captured_states[-1], f, indent=2, ensure_ascii=False)
-        print(f"Last state saved to: {output_file}")
-    else:
-        print("WARNING: No states were captured!")
-
-
-if __name__ == '__main__':
-    main()

examples/ai_testing/visualize_game_state.py

@@ -1,364 +0,0 @@
-"""
-Visualize Game State for AI Testing
-------------------------------------
-This script creates a specific game state and displays it using Web Visualizer.
-It also prints all the JSON data that would be sent to an AI agent.
-
-Usage:
-    python visualize_game_state.py [--state-file STATE_FILE]
-    
-    If STATE_FILE is not provided, uses a default test state.
-"""
-
-import sys
-import json
-import time
-import threading
-from pathlib import Path
-
-# Add parent directory to path for imports
-sys.path.insert(0, str(Path(__file__).parent.parent.parent))
-
-from pycatan.core.game import Game
-from pycatan.management.actions import GameState, PlayerState, BoardState, GamePhase, TurnPhase
-from pycatan.visualizations.web_visualization import WebVisualization
-from pycatan.core.card import ResCard, DevCard
-from pycatan.core.building import Building
-
-
-class GameStateCapture:
-    """Captures and displays all JSON data sent to Web Visualizer."""
-    
-    def __init__(self, web_viz):
-        self.web_viz = web_viz
-        self.captured_states = []
-        self.captured_events = []
-        
-    def capture_state_update(self, game_state):
-        """Capture and print game state JSON."""
-        print("\n" + "="*80)
-        print("📊 GAME STATE JSON (This is what the AI would receive)")
-        print("="*80)
-        
-        # Convert to web format (same as what web visualizer does)
-        web_format = self.web_viz._convert_game_state(game_state)
-        
-        # Print formatted JSON
-        json_str = json.dumps(web_format, indent=2, ensure_ascii=False)
-        print(json_str)
-        
-        print("\n" + "="*80)
-        print("📈 SUMMARY")
-        print("="*80)
-        self._print_summary(web_format)
-        
-        self.captured_states.append(web_format)
-        return web_format
-        
-    def _print_summary(self, state_data):
-        """Print a human-readable summary of the game state."""
-        print(f"Current Player: {state_data.get('current_player', 0)}")
-        print(f"Game Phase: {state_data.get('current_phase', 'UNKNOWN')}")
-        print(f"Robber Position: {state_data.get('robber_position', 'Unknown')}")
-        
-        if state_data.get('dice_result'):
-            print(f"Last Dice Roll: {state_data['dice_result']}")
-        
-        print(f"\nBoard:")
-        print(f"  - Hexes: {len(state_data.get('hexes', []))}")
-        print(f"  - Settlements: {len(state_data.get('settlements', []))}")
-        print(f"  - Cities: {len(state_data.get('cities', []))}")
-        print(f"  - Roads: {len(state_data.get('roads', []))}")
-        
-        print(f"\nPlayers: {len(state_data.get('players', []))}")
-        for player in state_data.get('players', []):
-            print(f"  Player {player.get('id', '?')}: {player.get('name', 'Unknown')}")
-            print(f"    - Victory Points: {player.get('victory_points', 0)}")
-            print(f"    - Resources: {len(player.get('cards', []))}")
-            print(f"    - Dev Cards: {len(player.get('dev_cards', []))}")
-            if player.get('has_longest_road'):
-                print(f"    - Has Longest Road!")
-            if player.get('has_largest_army'):
-                print(f"    - Has Largest Army!")
-
-
-def create_test_game_state():
-    """
-    Create a test game state with some buildings and resources.
-    This simulates a game in progress.
-    """
-    print("\n🎮 Creating test game state...")
-    
-    # Create a real game to get proper board structure
-    game = Game(num_of_players=3)
-    
-    # Build some structures for testing
-    # Player 0 (Red) - settlements and roads
-    point1 = game.board.points[0][0]  # Top left
-    point2 = game.board.points[1][0]  # Below it
-    
-    # Starting phase - build without resources
-    game.add_settlement(0, point1, is_starting=True)
-    game.add_road(0, point1, point2, is_starting=True)
-    
-    # Player 1 (Blue)
-    point4 = game.board.points[2][2]
-    point5 = game.board.points[3][2]
-    game.add_settlement(1, point4, is_starting=True)
-    game.add_road(1, point4, point5, is_starting=True)
-    
-    # Player 2 (Green)  
-    point6 = game.board.points[4][3]
-    point7 = game.board.points[5][3]
-    game.add_settlement(2, point6, is_starting=True)
-    game.add_road(2, point6, point7, is_starting=True)
-    
-    # Second round of starting placements
-    game.add_settlement(2, game.board.points[1][3], is_starting=True)
-    game.add_road(2, game.board.points[1][3], game.board.points[2][3], is_starting=True)
-    
-    game.add_settlement(1, game.board.points[2][1], is_starting=True)
-    game.add_road(1, game.board.points[2][1], game.board.points[3][1], is_starting=True)
-    
-    game.add_settlement(0, game.board.points[4][1], is_starting=True)
-    game.add_road(0, game.board.points[4][1], game.board.points[5][1], is_starting=True)
-    
-    # Give players some resources
-    game.players[0].cards[ResCard.Wood] = 3
-    game.players[0].cards[ResCard.Brick] = 2
-    game.players[0].cards[ResCard.Wheat] = 2
-    game.players[0].cards[ResCard.Ore] = 1
-    
-    game.players[1].cards[ResCard.Sheep] = 4
-    game.players[1].cards[ResCard.Wheat] = 1
-    game.players[1].cards[ResCard.Ore] = 2
-    
-    game.players[2].cards[ResCard.Wood] = 2
-    game.players[2].cards[ResCard.Brick] = 3
-    game.players[2].cards[ResCard.Sheep] = 1
-    
-    # Give player 0 some development cards
-    game.players[0].dev_cards[DevCard.Knight] = 2
-    game.players[0].dev_cards[DevCard.VictoryPoint] = 1
-    game.players[0].knights_played = 1
-    
-    # Position robber on a tile
-    game.board.robber = game.board.tiles[2][1]  # Move to a different tile
-    
-    print("✅ Test game state created!")
-    print(f"   - 3 Players")
-    print(f"   - 6 Settlements placed")
-    print(f"   - 6 Roads built")
-    print(f"   - Resources distributed")
-    print(f"   - Robber positioned")
-    
-    return game
-
-
-def game_to_game_state(game: Game) -> GameState:
-    """
-    Convert a Game object to a GameState object for visualization.
-    """
-    # Create board state
-    tiles = []
-    for row_idx, row in enumerate(game.board.tiles):
-        for col_idx, tile in enumerate(row):
-            if tile:  # Skip None tiles
-                tiles.append({
-                    'coords': [row_idx, col_idx],
-                    'type': tile.tile_type.name if tile.tile_type else 'DESERT',
-                    'number': tile.number if hasattr(tile, 'number') else None,
-                    'has_robber': tile == game.board.robber
-                })
-    
-    # Create buildings dictionary
-    buildings = {}
-    for row in game.board.points:
-        for point in row:
-            if point.building:
-                coords = tuple([point.row, point.index])
-                building_type_name = "SETTLEMENT" if point.building.type == Building.BUILDING_SETTLEMENT else \
-                                    "CITY" if point.building.type == Building.BUILDING_CITY else "UNKNOWN"
-                buildings[coords] = {
-                    'type': building_type_name,
-                    'owner': point.building.owner
-                }
-    
-    # Create roads list
-    roads = []
-    for player in game.players:
-        for road in player.roads:
-            roads.append({
-                'start': [road.start.row, road.start.index],
-                'end': [road.end.row, road.end.index],
-                'owner': road.owner
-            })
-    
-    # Find robber position
-    robber_pos = (0, 0)
-    if game.board.robber:
-        robber_pos = (game.board.robber.row, game.board.robber.index)
-    
-    board_state = BoardState(
-        tiles=tiles,
-        robber_position=robber_pos,
-        harbors=[],  # Can be added if needed
-        buildings=buildings,
-        roads=roads
-    )
-    
-    # Create player states
-    players_state = []
-    for player in game.players:
-        # Convert cards to list of strings
-        cards = []
-        for card_type, count in player.cards.items():
-            cards.extend([card_type.name] * count)
-        
-        dev_cards = []
-        for card_type, count in player.dev_cards.items():
-            dev_cards.extend([card_type.name] * count)
-        
-        # Get settlements and cities
-        settlements = []
-        cities = []
-        for row in game.board.points:
-            for point in row:
-                if point.building and point.building.owner == player.player_num:
-                    coords = (point.row, point.index)
-                    if point.building.type == Building.BUILDING_SETTLEMENT:
-                        settlements.append(coords)
-                    elif point.building.type == Building.BUILDING_CITY:
-                        cities.append(coords)
-        
-        # Get roads (as tuples of start, end)
-        roads_list = []
-        for road in player.roads:
-            roads_list.append(((road.start.row, road.start.index),
-                              (road.end.row, road.end.index)))
-        
-        player_state = PlayerState(
-            player_id=player.player_num,
-            name=f"Player {player.player_num}",
-            cards=cards,
-            dev_cards=dev_cards,
-            settlements=settlements,
-            cities=cities,
-            roads=roads_list,
-            victory_points=player.victory_points,
-            longest_road_length=player.longest_road_length,
-            has_longest_road=player.has_longest_road,
-            has_largest_army=player.has_largest_army,
-            knights_played=player.knights_played
-        )
-        players_state.append(player_state)
-    
-    # Create full game state
-    game_state = GameState(
-        game_id="test_game",
-        turn_number=5,
-        current_player=0,
-        game_phase=GamePhase.NORMAL_PLAY,
-        turn_phase=TurnPhase.PLAYER_ACTIONS,
-        board_state=board_state,
-        players_state=players_state,
-        dice_rolled=(4, 3)  # Example dice roll
-    )
-    
-    return game_state
-
-
-def load_game_state_from_file(filepath: str) -> GameState:
-    """
-    Load a game state from a JSON file.
-    
-    Args:
-        filepath: Path to JSON file containing game state
-        
-    Returns:
-        GameState object
-    """
-    with open(filepath, 'r', encoding='utf-8') as f:
-        data = json.load(f)
-    
-    # Reconstruct GameState from JSON
-    # This is a simplified version - may need expansion
-    board_state = BoardState(**data['board_state'])
-    players_state = [PlayerState(**p) for p in data['players_state']]
-    
-    game_state = GameState(
-        game_id=data.get('game_id', 'loaded_game'),
-        turn_number=data.get('turn_number', 0),
-        current_player=data.get('current_player', 0),
-        game_phase=GamePhase[data.get('game_phase', 'NORMAL_PLAY')],
-        turn_phase=TurnPhase[data.get('turn_phase', 'PLAYER_ACTIONS')],
-        board_state=board_state,
-        players_state=players_state,
-        dice_rolled=tuple(data['dice_rolled']) if data.get('dice_rolled') else None
-    )
-    
-    return game_state
-
-
-def main():
-    """Main function to visualize game state."""
-    import argparse
-    
-    parser = argparse.ArgumentParser(description='Visualize game state for AI testing')
-    parser.add_argument('--state-file', type=str, help='Path to game state JSON file')
-    parser.add_argument('--port', type=int, default=5000, help='Port for web server')
-    parser.add_argument('--no-browser', action='store_true', help='Don\'t open browser automatically')
-    
-    args = parser.parse_args()
-    
-    # Create or load game state
-    if args.state_file:
-        print(f"\n📂 Loading game state from: {args.state_file}")
-        game_state = load_game_state_from_file(args.state_file)
-    else:
-        print("\n🎲 Using default test game state...")
-        game = create_test_game_state()
-        game_state = game_to_game_state(game)
-    
-    # Create web visualization
-    print(f"\n🌐 Starting Web Visualizer on port {args.port}...")
-    web_viz = WebVisualization(port=args.port, auto_open=not args.no_browser)
-    
-    # Create capture wrapper
-    capture = GameStateCapture(web_viz)
-    
-    # Capture and print the JSON
-    web_format = capture.capture_state_update(game_state)
-    
-    # Update the visualization
-    web_viz.update_full_state(game_state)
-    
-    # Start the web server in a separate thread
-    def run_server():
-        web_viz.start()
-    
-    server_thread = threading.Thread(target=run_server, daemon=True)
-    server_thread.start()
-    
-    # Wait a moment for server to start
-    time.sleep(1)
-    
-    print("\n" + "="*80)
-    print("🎮 WEB VISUALIZER RUNNING")
-    print("="*80)
-    print(f"URL: http://localhost:{args.port}")
-    print("\nThe game state is now visible in your browser.")
-    print("The JSON data above is what an AI agent would receive.")
-    print("\nPress Ctrl+C to stop the server.")
-    print("="*80)
-    
-    try:
-        # Keep the main thread alive
-        while True:
-            time.sleep(1)
-    except KeyboardInterrupt:
-        print("\n\n👋 Shutting down...")
-
-
-if __name__ == '__main__':
-    main()