Spaces:
Sleeping
Sleeping
Commit
Β·
80e55f8
1
Parent(s):
bdd9340
new structure for the overall part
Browse files- ai_integration.py +78 -0
- app.py +45 -279
- chess_api.py +117 -0
- core.py +71 -0
ai_integration.py
ADDED
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@@ -0,0 +1,78 @@
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import datetime
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import google.generativeai as genai
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import os
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genai.configure(api_key=os.environ.get('GOOGLE_API_KEY'))
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model = genai.GenerativeModel('gemini-2.5-flash')
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def get_counter_debuts(opponent_debuts, user_color, user_repertoire):
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if not opponent_debuts or not opponent_debuts.strip():
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return "β Iltimos, kamida bitta debyt kiriting!"
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color_context = "Siz oq rangli o'ynaysiz." if user_color == "Oq" else "Siz qora rangli o'ynaysiz."
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repertoire_context = ""
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if user_repertoire and user_repertoire.strip():
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repertoire_context = f"\n\nFOYDALANUVCHI REPERTUARI:\n{user_repertoire}\n\nIltimos, bu repertuarni hisobga olib tavsiyalar bering."
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prompt = f"""
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Siz professional shaxmat murabbiyisiz. {color_context}
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Raqib quyidagi debyutlarni o'ynaydi:
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{opponent_debuts}
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{repertoire_context}
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Har bir raqib debyuti uchun quyidagilarni bering:
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## DEBYT NOMI
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**Qarshi Debyt:** [Eng yaxshi qarshi debyt]
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**Asosiy G'oya:**
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[2-3 jumlada tushuntirish]
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**Strategik Rejalar:**
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- [Reja 1]
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- [Reja 2]
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- [Reja 3]
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**Muhim Yurishlar:**
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[Boshlanish yurishlari ketma-ketligi]
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**Tuzoqlar va Ehtiyot Choralari:**
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[Diqqat qilish kerak bo'lgan narsalar]
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---
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Javobni o'zbek tilida, toza markdown formatida bering.
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"""
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try:
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response = model.generate_content(prompt)
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fixed_response = response.text.strip()
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result = f"""# π SHAXMAT TAHLILI NATIJALARI
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**Sana:** {datetime.now().strftime("%Y-%m-%d %H:%M")}
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**Sizning Rangingiz:** {user_color}
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---
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{fixed_response}
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---
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## π‘ QO'SHIMCHA MASLAHATLAR
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1. **O'rganish:** Har bir debyutni lichess.org/learn yoki chess.com da mashq qiling
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2. **Tahlil:** O'yinlaringizni tahlil qiling va xatolarni toping
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3. **Mashq:** Turli holatlarni mashq qiling
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4. **Vaqt:** Har bir debyutga kamida 30 daqiqa ajrating
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β
**Omad tilaymiz! Yaxshi o'ynang!** βοΈ
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"""
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return result
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except Exception as e:
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return f"β Xatolik yuz berdi: {str(e)}\n\nIltimos, GOOGLE_API_KEY to'g'ri o'rnatilganligini tekshiring."
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app.py
CHANGED
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@@ -1,256 +1,15 @@
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import os
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import gradio as gr
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from datetime import datetime
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import logging
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import
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import
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import
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from
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logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
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logger = logging.getLogger(__name__)
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genai.configure(api_key=os.environ.get('GOOGLE_API_KEY'))
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model = genai.GenerativeModel('gemini-2.5-flash')
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eco_data = None
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def load_eco_data():
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global eco_data
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try:
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eco_data = pd.read_csv('data/Chess Opening Reference - Sheet1.csv')
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logger.info(f"Loaded {len(eco_data)} ECO codes")
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return True
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except Exception as e:
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logger.error(f"Error loading ECO data: {str(e)}")
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return False
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def get_user_games_from_chess_com(username):
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try:
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logger.info(f"Fetching games for: {username}")
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username = username.strip().lower()
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user_url = f"https://api.chess.com/pub/player/{username}"
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response = requests.get(user_url, timeout=10, headers={'User-Agent': 'Mozilla/5.0'})
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if response.status_code != 200:
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return None, f"β Foydalanuvchi topilmadi: {username}"
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archives_url = f"https://api.chess.com/pub/player/{username}/games/archives"
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response = requests.get(archives_url, timeout=10, headers={'User-Agent': 'Mozilla/5.0'})
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if response.status_code != 200:
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return None, "β O'yinlar arxivi topilmadi."
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archives = response.json()['archives']
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if not archives:
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return None, "β O'yinlar topilmadi."
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all_games = []
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for archive_url in reversed(archives[-3:]):
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time.sleep(0.3)
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response = requests.get(archive_url, timeout=10, headers={'User-Agent': 'Mozilla/5.0'})
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if response.status_code == 200:
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games = response.json()['games']
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all_games.extend(games)
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if len(all_games) >= 50:
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break
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rapid_games = [g for g in all_games if g.get('time_class') in ['rapid', 'blitz']]
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if not rapid_games:
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rapid_games = all_games[:50]
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pgn_list = [g['pgn'] for g in rapid_games[:50] if 'pgn' in g]
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if not pgn_list:
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return None, "β PGN formatdagi o'yinlar topilmadi."
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return pgn_list, None
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except Exception as e:
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logger.error(f"Error fetching games: {str(e)}")
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return None, f"β Xatolik: {str(e)}"
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def extract_eco_from_pgn(pgn):
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eco_match = re.search(r'\[ECO "([A-E][0-9]{2})"\]', pgn)
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return eco_match.group(1) if eco_match else None
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def get_opening_name(eco_code):
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if eco_data is not None and eco_code:
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match = eco_data[eco_data['ECO Code'] == eco_code]
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if not match.empty:
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return match.iloc[0]['Name']
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return "Unknown Opening"
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def analyze_opponent_openings(pgn_list, target_username):
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target_username = target_username.lower()
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opponent_openings = []
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for pgn in pgn_list:
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white_match = re.search(r'\[White "([^"]+)"\]', pgn)
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black_match = re.search(r'\[Black "([^"]+)"\]', pgn)
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if not white_match or not black_match:
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continue
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white_player = white_match.group(1).lower()
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black_player = black_match.group(1).lower()
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is_white = target_username in white_player
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is_black = target_username in black_player
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if not is_white and not is_black:
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continue
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eco_code = extract_eco_from_pgn(pgn)
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if eco_code:
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opening_name = get_opening_name(eco_code)
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if is_white:
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opponent_color = "qora"
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else:
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opponent_color = "oq"
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opponent_openings.append({
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'eco': eco_code,
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'name': opening_name,
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'opponent_color': opponent_color,
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'user_color': 'oq' if is_white else 'qora'
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})
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return opponent_openings
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def get_counter_debuts(opponent_debuts, user_color, user_repertoire):
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if not opponent_debuts or not opponent_debuts.strip():
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return "β Iltimos, kamida bitta debyt kiriting!"
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color_context = "Siz oq rangli o'ynaysiz." if user_color == "Oq" else "Siz qora rangli o'ynaysiz."
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repertoire_context = ""
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if user_repertoire and user_repertoire.strip():
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repertoire_context = f"\n\nFOYDALANUVCHI REPERTUARI:\n{user_repertoire}\n\nIltimos, bu repertuarni hisobga olib tavsiyalar bering."
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prompt = f"""
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Siz professional shaxmat murabbiyisiz. {color_context}
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Raqib quyidagi debyutlarni o'ynaydi:
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{opponent_debuts}
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{repertoire_context}
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Har bir raqib debyuti uchun quyidagilarni bering:
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-
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## DEBYT NOMI
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-
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-
**Qarshi Debyt:** [Eng yaxshi qarshi debyt]
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-
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| 148 |
-
**Asosiy G'oya:**
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| 149 |
-
[2-3 jumlada tushuntirish]
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| 150 |
-
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| 151 |
-
**Strategik Rejalar:**
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| 152 |
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- [Reja 1]
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| 153 |
-
- [Reja 2]
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| 154 |
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- [Reja 3]
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| 155 |
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**Muhim Yurishlar:**
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| 157 |
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[Boshlanish yurishlari ketma-ketligi]
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| 158 |
-
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| 159 |
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**Tuzoqlar va Ehtiyot Choralari:**
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| 160 |
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[Diqqat qilish kerak bo'lgan narsalar]
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| 161 |
-
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-
---
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| 163 |
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Javobni o'zbek tilida, toza markdown formatida bering.
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"""
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try:
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response = model.generate_content(prompt)
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fixed_response = response.text.strip()
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result = f"""# π SHAXMAT TAHLILI NATIJALARI
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**Sana:** {datetime.now().strftime("%Y-%m-%d %H:%M")}
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**Sizning Rangingiz:** {user_color}
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---
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{fixed_response}
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---
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## π‘ QO'SHIMCHA MASLAHATLAR
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-
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1. **O'rganish:** Har bir debyutni lichess.org/learn yoki chess.com da mashq qiling
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2. **Tahlil:** O'yinlaringizni tahlil qiling va xatolarni toping
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3. **Mashq:** Turli holatlarni mashq qiling
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-
4. **Vaqt:** Har bir debyutga kamida 30 daqiqa ajrating
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β
**Omad tilaymiz! Yaxshi o'ynang!** βοΈ
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"""
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return result
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except Exception as e:
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return f"β Xatolik yuz berdi: {str(e)}\n\nIltimos, GOOGLE_API_KEY to'g'ri o'rnatilganligini tekshiring."
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def analyze_chess_com_user(username, user_repertoire):
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if not username or not username.strip():
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return "β Iltimos, Chess.com foydalanuvchi nomini kiriting!"
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status_msg = f"π {username} foydalanuvchisi o'yinlari yuklanmoqda...\n\n"
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pgn_list, error = get_user_games_from_chess_com(username)
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if error:
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return error
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status_msg += f"β
{len(pgn_list)} ta o'yin topildi!\n\n"
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status_msg += "π Debyutlar tahlil qilinmoqda...\n\n"
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opponent_openings = analyze_opponent_openings(pgn_list, username)
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if not opponent_openings:
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return status_msg + "β Raqib debyutlari aniqlanmadi."
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white_openings = [o for o in opponent_openings if o['opponent_color'] == 'oq']
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black_openings = [o for o in opponent_openings if o['opponent_color'] == 'qora']
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white_counter = Counter([o['name'] for o in white_openings])
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black_counter = Counter([o['name'] for o in black_openings])
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analysis_text = "# π RAQIB DEBYUTLARI TAHLILI\n\n"
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analysis_text += f"**Foydalanuvchi:** {username}\n"
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analysis_text += f"**Tahlil qilingan o'yinlar:** {len(pgn_list)}\n\n"
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if white_openings:
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analysis_text += "## π― Raqib OQ rang bilan o'ynaganida:\n\n"
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for opening, count in white_counter.most_common(5):
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analysis_text += f"- **{opening}** ({count} marta)\n"
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analysis_text += "\n"
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if black_openings:
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analysis_text += "## π― Raqib QORA rang bilan o'ynaganida:\n\n"
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for opening, count in black_counter.most_common(5):
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analysis_text += f"- **{opening}** ({count} marta)\n"
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analysis_text += "\n"
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debuts_for_ai = ""
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if white_counter:
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debuts_for_ai += "Raqib OQ bilan: " + ", ".join([o for o, _ in white_counter.most_common(3)]) + "\n"
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if black_counter:
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debuts_for_ai += "Raqib QORA bilan: " + ", ".join([o for o, _ in black_counter.most_common(3)])
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analysis_text += "\n---\n\n"
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analysis_text += "## π€ AI TAVSIYALARI\n\n"
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-
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try:
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color_for_ai = "Oq" if white_openings else "Qora"
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ai_response = get_counter_debuts(debuts_for_ai, color_for_ai, user_repertoire)
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analysis_text += ai_response
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except Exception as e:
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| 250 |
-
analysis_text += f"β AI tahlil xatosi: {str(e)}"
|
| 251 |
-
|
| 252 |
-
return analysis_text
|
| 253 |
-
|
| 254 |
def create_interface():
|
| 255 |
with gr.Blocks(theme=gr.themes.Soft(), title="Shaxmat AI Maslahatchi", css="""
|
| 256 |
.gradio-container {font-family: 'Arial', sans-serif;}
|
|
@@ -306,38 +65,45 @@ def create_interface():
|
|
| 306 |
label="π‘ Misollar"
|
| 307 |
)
|
| 308 |
|
| 309 |
-
|
| 310 |
-
|
| 311 |
-
|
| 312 |
-
|
| 313 |
-
|
| 314 |
-
|
| 315 |
-
|
| 316 |
-
|
| 317 |
-
|
| 318 |
-
|
| 319 |
-
|
| 320 |
-
user_repertoire2 = gr.Textbox(
|
| 321 |
-
label="π Sizning Repertuaringiz (ixtiyoriy)",
|
| 322 |
-
placeholder="Misol: e4 ga qarshi Sicilian, d4 ga qarshi Kings Indian",
|
| 323 |
-
lines=4,
|
| 324 |
-
info="Sizning afzal ko'rgan debyutlaringiz"
|
| 325 |
-
)
|
| 326 |
-
|
| 327 |
-
analyze_btn2 = gr.Button("π Tahlil Qilish", variant="primary", size="lg")
|
| 328 |
|
| 329 |
-
|
| 330 |
-
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|
| 331 |
|
| 332 |
-
gr.
|
| 333 |
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|
| 334 |
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|
| 335 |
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|
| 336 |
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|
| 337 |
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|
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|
| 339 |
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|
| 340 |
-
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|
|
| 341 |
analyze_btn1.click(
|
| 342 |
fn=get_counter_debuts,
|
| 343 |
inputs=[opponent_debuts, user_color, user_repertoire],
|
|
@@ -345,8 +111,8 @@ def create_interface():
|
|
| 345 |
)
|
| 346 |
|
| 347 |
analyze_btn2.click(
|
| 348 |
-
fn=analyze_chess_com_user,
|
| 349 |
-
inputs=[chess_com_username, user_repertoire2],
|
| 350 |
outputs=output2
|
| 351 |
)
|
| 352 |
|
|
|
|
| 1 |
+
|
|
|
|
| 2 |
import gradio as gr
|
|
|
|
| 3 |
import logging
|
| 4 |
+
|
| 5 |
+
from ai_integration import get_counter_debuts
|
| 6 |
+
from chess_api import get_user_games_from_chess_com, analyze_chess_com_user
|
| 7 |
+
import os
|
| 8 |
+
from core import load_eco_data
|
| 9 |
|
| 10 |
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
|
| 11 |
logger = logging.getLogger(__name__)
|
| 12 |
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|
|
|
|
|
| 13 |
def create_interface():
|
| 14 |
with gr.Blocks(theme=gr.themes.Soft(), title="Shaxmat AI Maslahatchi", css="""
|
| 15 |
.gradio-container {font-family: 'Arial', sans-serif;}
|
|
|
|
| 65 |
label="π‘ Misollar"
|
| 66 |
)
|
| 67 |
|
| 68 |
+
with gr.Tab("π Chess.com Tahlili"):
|
| 69 |
+
gr.Markdown("### Raqib Chess.com profilini tahlil qiling")
|
| 70 |
+
|
| 71 |
+
with gr.Row():
|
| 72 |
+
with gr.Column(scale=1):
|
| 73 |
+
user_color2 = gr.Radio(
|
| 74 |
+
choices=["Oq", "Qora"],
|
| 75 |
+
value="Oq",
|
| 76 |
+
label="π¨ Sizning Rangingiz",
|
| 77 |
+
info="Qaysi rang bilan o'ynaysiz?"
|
| 78 |
+
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 79 |
|
| 80 |
+
chess_com_username = gr.Textbox(
|
| 81 |
+
label="π€ Chess.com Foydalanuvchi Nomi",
|
| 82 |
+
placeholder="Misol: Hikaru",
|
| 83 |
+
info="Raqibingiz Chess.com username"
|
| 84 |
+
)
|
| 85 |
+
|
| 86 |
+
user_repertoire2 = gr.Textbox(
|
| 87 |
+
label="π Sizning Repertuaringiz (ixtiyoriy)",
|
| 88 |
+
placeholder="Misol: e4 ga qarshi Sicilian, d4 ga qarshi Kings Indian",
|
| 89 |
+
lines=4,
|
| 90 |
+
info="Sizning afzal ko'rgan debyutlaringiz"
|
| 91 |
+
)
|
| 92 |
+
|
| 93 |
+
analyze_btn2 = gr.Button("π Tahlil Qilish", variant="primary", size="lg")
|
| 94 |
|
| 95 |
+
with gr.Column(scale=2):
|
| 96 |
+
output2 = gr.Markdown(label="π Tahlil Natijasi")
|
| 97 |
+
|
| 98 |
+
gr.Examples(
|
| 99 |
+
examples=[
|
| 100 |
+
["Oq", "Hikaru", ""],
|
| 101 |
+
["Qora", "GothamChess", "e4 ga qarshi Sicilian"],
|
| 102 |
+
],
|
| 103 |
+
inputs=[user_color2, chess_com_username, user_repertoire2],
|
| 104 |
+
label="π‘ Misollar"
|
| 105 |
+
)
|
| 106 |
+
|
| 107 |
analyze_btn1.click(
|
| 108 |
fn=get_counter_debuts,
|
| 109 |
inputs=[opponent_debuts, user_color, user_repertoire],
|
|
|
|
| 111 |
)
|
| 112 |
|
| 113 |
analyze_btn2.click(
|
| 114 |
+
fn=lambda username, repertoire, color: analyze_chess_com_user(username, repertoire, color),
|
| 115 |
+
inputs=[chess_com_username, user_repertoire2, user_color2],
|
| 116 |
outputs=output2
|
| 117 |
)
|
| 118 |
|
chess_api.py
ADDED
|
@@ -0,0 +1,117 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
import requests
|
| 3 |
+
import time
|
| 4 |
+
import logging
|
| 5 |
+
import pandas as pd
|
| 6 |
+
from core import analyze_opponent_openings
|
| 7 |
+
from ai_integration import get_counter_debuts
|
| 8 |
+
from collections import Counter
|
| 9 |
+
|
| 10 |
+
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
|
| 11 |
+
logger = logging.getLogger(__name__)
|
| 12 |
+
|
| 13 |
+
|
| 14 |
+
def get_user_games_from_chess_com(username):
|
| 15 |
+
try:
|
| 16 |
+
logger.info(f"Fetching games for: {username}")
|
| 17 |
+
username = username.strip().lower()
|
| 18 |
+
|
| 19 |
+
user_url = f"https://api.chess.com/pub/player/{username}"
|
| 20 |
+
response = requests.get(user_url, timeout=10, headers={'User-Agent': 'Mozilla/5.0'})
|
| 21 |
+
|
| 22 |
+
if response.status_code != 200:
|
| 23 |
+
return None, f"β Foydalanuvchi topilmadi: {username}"
|
| 24 |
+
|
| 25 |
+
archives_url = f"https://api.chess.com/pub/player/{username}/games/archives"
|
| 26 |
+
response = requests.get(archives_url, timeout=10, headers={'User-Agent': 'Mozilla/5.0'})
|
| 27 |
+
|
| 28 |
+
if response.status_code != 200:
|
| 29 |
+
return None, "β O'yinlar arxivi topilmadi."
|
| 30 |
+
|
| 31 |
+
archives = response.json()['archives']
|
| 32 |
+
if not archives:
|
| 33 |
+
return None, "β O'yinlar topilmadi."
|
| 34 |
+
|
| 35 |
+
all_games = []
|
| 36 |
+
for archive_url in reversed(archives[-3:]):
|
| 37 |
+
time.sleep(0.3)
|
| 38 |
+
response = requests.get(archive_url, timeout=10, headers={'User-Agent': 'Mozilla/5.0'})
|
| 39 |
+
if response.status_code == 200:
|
| 40 |
+
games = response.json()['games']
|
| 41 |
+
all_games.extend(games)
|
| 42 |
+
if len(all_games) >= 50:
|
| 43 |
+
break
|
| 44 |
+
|
| 45 |
+
rapid_games = [g for g in all_games if g.get('time_class') in ['rapid', 'blitz']]
|
| 46 |
+
if not rapid_games:
|
| 47 |
+
rapid_games = all_games[:50]
|
| 48 |
+
|
| 49 |
+
pgn_list = [g['pgn'] for g in rapid_games[:50] if 'pgn' in g]
|
| 50 |
+
|
| 51 |
+
if not pgn_list:
|
| 52 |
+
return None, "β PGN formatdagi o'yinlar topilmadi."
|
| 53 |
+
|
| 54 |
+
return pgn_list, None
|
| 55 |
+
|
| 56 |
+
except Exception as e:
|
| 57 |
+
logger.error(f"Error fetching games: {str(e)}")
|
| 58 |
+
return None, f"β Xatolik: {str(e)}"
|
| 59 |
+
|
| 60 |
+
|
| 61 |
+
def analyze_chess_com_user(username, user_repertoire, user_color="Oq"):
|
| 62 |
+
if not username or not username.strip():
|
| 63 |
+
return "β Iltimos, Chess.com foydalanuvchi nomini kiriting!"
|
| 64 |
+
|
| 65 |
+
status_msg = f"π {username} foydalanuvchisi o'yinlari yuklanmoqda...\n\n"
|
| 66 |
+
|
| 67 |
+
pgn_list, error = get_user_games_from_chess_com(username)
|
| 68 |
+
|
| 69 |
+
if error:
|
| 70 |
+
return error
|
| 71 |
+
|
| 72 |
+
status_msg += f"β
{len(pgn_list)} ta o'yin topildi!\n\n"
|
| 73 |
+
status_msg += "π Debyutlar tahlil qilinmoqda...\n\n"
|
| 74 |
+
|
| 75 |
+
opponent_openings = analyze_opponent_openings(pgn_list, username)
|
| 76 |
+
|
| 77 |
+
if not opponent_openings:
|
| 78 |
+
return status_msg + "β Raqib debyutlari aniqlanmadi."
|
| 79 |
+
|
| 80 |
+
white_openings = [o for o in opponent_openings if o['opponent_color'] == 'oq']
|
| 81 |
+
black_openings = [o for o in opponent_openings if o['opponent_color'] == 'qora']
|
| 82 |
+
|
| 83 |
+
white_counter = Counter([o['name'] for o in white_openings])
|
| 84 |
+
black_counter = Counter([o['name'] for o in black_openings])
|
| 85 |
+
|
| 86 |
+
analysis_text = "# π RAQIB DEBYUTLARI TAHLILI\n\n"
|
| 87 |
+
analysis_text += f"**Foydalanuvchi:** {username}\n"
|
| 88 |
+
analysis_text += f"**Tahlil qilingan o'yinlar:** {len(pgn_list)}\n\n"
|
| 89 |
+
|
| 90 |
+
if white_openings:
|
| 91 |
+
analysis_text += "## π― Raqib OQ rang bilan o'ynaganida:\n\n"
|
| 92 |
+
for opening, count in white_counter.most_common(5):
|
| 93 |
+
analysis_text += f"- **{opening}** ({count} marta)\n"
|
| 94 |
+
analysis_text += "\n"
|
| 95 |
+
|
| 96 |
+
if black_openings:
|
| 97 |
+
analysis_text += "## π― Raqib QORA rang bilan o'ynaganida:\n\n"
|
| 98 |
+
for opening, count in black_counter.most_common(5):
|
| 99 |
+
analysis_text += f"- **{opening}** ({count} marta)\n"
|
| 100 |
+
analysis_text += "\n"
|
| 101 |
+
|
| 102 |
+
debuts_for_ai = ""
|
| 103 |
+
if white_counter:
|
| 104 |
+
debuts_for_ai += "Raqib OQ bilan: " + ", ".join([o for o, _ in white_counter.most_common(3)]) + "\n"
|
| 105 |
+
if black_counter:
|
| 106 |
+
debuts_for_ai += "Raqib QORA bilan: " + ", ".join([o for o, _ in black_counter.most_common(3)])
|
| 107 |
+
|
| 108 |
+
analysis_text += "\n---\n\n"
|
| 109 |
+
analysis_text += "## π€ AI TAVSIYALARI\n\n"
|
| 110 |
+
|
| 111 |
+
try:
|
| 112 |
+
ai_response = get_counter_debuts(debuts_for_ai, user_color, user_repertoire)
|
| 113 |
+
analysis_text += ai_response
|
| 114 |
+
except Exception as e:
|
| 115 |
+
analysis_text += f"β AI tahlil xatosi: {str(e)}"
|
| 116 |
+
|
| 117 |
+
return analysis_text
|
core.py
ADDED
|
@@ -0,0 +1,71 @@
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|
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|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
|
| 3 |
+
import pandas as pd
|
| 4 |
+
import re
|
| 5 |
+
import logging
|
| 6 |
+
|
| 7 |
+
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
|
| 8 |
+
logger = logging.getLogger(__name__)
|
| 9 |
+
|
| 10 |
+
|
| 11 |
+
eco_data = None
|
| 12 |
+
|
| 13 |
+
def load_eco_data():
|
| 14 |
+
global eco_data
|
| 15 |
+
try:
|
| 16 |
+
eco_data = pd.read_csv('data/Chess Opening Reference - Sheet1.csv')
|
| 17 |
+
logger.info(f"Loaded {len(eco_data)} ECO codes")
|
| 18 |
+
return True
|
| 19 |
+
except Exception as e:
|
| 20 |
+
logger.error(f"Error loading ECO data: {str(e)}")
|
| 21 |
+
return False
|
| 22 |
+
|
| 23 |
+
def extract_eco_from_pgn(pgn):
|
| 24 |
+
eco_match = re.search(r'\[ECO "([A-E][0-9]{2})"\]', pgn)
|
| 25 |
+
return eco_match.group(1) if eco_match else None
|
| 26 |
+
|
| 27 |
+
def get_opening_name(eco_code):
|
| 28 |
+
if eco_data is not None and eco_code:
|
| 29 |
+
match = eco_data[eco_data['ECO Code'] == eco_code]
|
| 30 |
+
if not match.empty:
|
| 31 |
+
return match.iloc[0]['Name']
|
| 32 |
+
return "Unknown Opening"
|
| 33 |
+
|
| 34 |
+
|
| 35 |
+
def analyze_opponent_openings(pgn_list, target_username):
|
| 36 |
+
target_username = target_username.lower()
|
| 37 |
+
opponent_openings = []
|
| 38 |
+
|
| 39 |
+
for pgn in pgn_list:
|
| 40 |
+
white_match = re.search(r'\[White "([^"]+)"\]', pgn)
|
| 41 |
+
black_match = re.search(r'\[Black "([^"]+)"\]', pgn)
|
| 42 |
+
|
| 43 |
+
if not white_match or not black_match:
|
| 44 |
+
continue
|
| 45 |
+
|
| 46 |
+
white_player = white_match.group(1).lower()
|
| 47 |
+
black_player = black_match.group(1).lower()
|
| 48 |
+
|
| 49 |
+
is_white = target_username in white_player
|
| 50 |
+
is_black = target_username in black_player
|
| 51 |
+
|
| 52 |
+
if not is_white and not is_black:
|
| 53 |
+
continue
|
| 54 |
+
|
| 55 |
+
eco_code = extract_eco_from_pgn(pgn)
|
| 56 |
+
if eco_code:
|
| 57 |
+
opening_name = get_opening_name(eco_code)
|
| 58 |
+
|
| 59 |
+
if is_white:
|
| 60 |
+
opponent_color = "qora"
|
| 61 |
+
else:
|
| 62 |
+
opponent_color = "oq"
|
| 63 |
+
|
| 64 |
+
opponent_openings.append({
|
| 65 |
+
'eco': eco_code,
|
| 66 |
+
'name': opening_name,
|
| 67 |
+
'opponent_color': opponent_color,
|
| 68 |
+
'user_color': 'oq' if is_white else 'qora'
|
| 69 |
+
})
|
| 70 |
+
|
| 71 |
+
return opponent_openings
|