Initial commit: Lotto number generator project
This project includes multiple AI/ML-based lottery number generators for German Lotto 6aus49, including pattern analysis, weighted predictions, and hybrid approaches. Features automated weekly tip generation, performance tracking, and Telegram bot integration. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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Claude Sonnet 4.5
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#!/usr/bin/env python3
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"""
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Lotto 6aus49 Benachrichtigungs-System
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Unterstützt:
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- Telegram Bot Notifications
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- Email Notifications (optional)
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Konfiguration über config/notifications.json
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"""
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import os
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import json
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import requests
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from typing import List, Dict, Any
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class LottoNotifier:
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"""Benachrichtigungs-System für Lotto 6aus49."""
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def __init__(self, config_path: str = None):
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"""
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Initialisiert Notifier.
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Args:
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config_path: Pfad zur Konfigurationsdatei
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"""
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if config_path is None:
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# Default: config/notifications.json im Projekt-Root
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script_dir = os.path.dirname(os.path.abspath(__file__))
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project_root = os.path.dirname(os.path.dirname(script_dir))
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config_path = os.path.join(project_root, 'config', 'notifications.json')
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self.config_path = config_path
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self.config = self._load_config()
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def _load_config(self) -> dict:
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"""Lädt Konfiguration."""
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if not os.path.exists(self.config_path):
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print(f"⚠️ Konfigurationsdatei nicht gefunden: {self.config_path}")
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return {
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"telegram": {"enabled": False},
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"email": {"enabled": False}
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}
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try:
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with open(self.config_path, 'r') as f:
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config = json.load(f)
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return config
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except Exception as e:
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print(f"⚠️ Fehler beim Laden der Konfiguration: {e}")
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return {
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"telegram": {"enabled": False},
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"email": {"enabled": False}
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}
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def send_tips_generated(self, tips: List[Dict], timestamp: str, best_tip: Dict):
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"""
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Sendet Benachrichtigung über generierte Tipps.
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Args:
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tips: Liste aller generierten Tipps
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timestamp: Timestamp der Generierung
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best_tip: Bester Tipp (höchste Confidence)
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"""
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if self.config['telegram']['enabled']:
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self._send_telegram_tips(tips, timestamp, best_tip)
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if self.config['email']['enabled']:
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self._send_email_tips(tips, timestamp, best_tip)
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def _send_telegram_tips(self, tips: List[Dict], timestamp: str, best_tip: Dict):
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"""Sendet Telegram-Nachricht."""
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try:
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bot_token = self.config['telegram']['bot_token']
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chat_id = self.config['telegram']['chat_id']
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# Formatiere Nachricht
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message = self._format_telegram_message(tips, timestamp, best_tip)
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# Sende über Telegram Bot API
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url = f"https://api.telegram.org/bot{bot_token}/sendMessage"
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data = {
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"chat_id": chat_id,
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"text": message,
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"parse_mode": "Markdown"
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}
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response = requests.post(url, data=data, timeout=10)
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if response.status_code == 200:
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print("✅ Telegram-Benachrichtigung gesendet")
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else:
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print(f"⚠️ Telegram-Fehler: {response.status_code}")
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print(f" Response: {response.text}")
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except Exception as e:
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print(f"⚠️ Telegram-Benachrichtigung fehlgeschlagen: {e}")
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def _format_telegram_message(self, tips: List[Dict], timestamp: str, best_tip: Dict) -> str:
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"""Formatiert Telegram-Nachricht."""
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# Header
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message = "🎲 *LOTTO 6AUS49 - NEUE TIPPS GENERIERT*\n"
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message += "=" * 40 + "\n\n"
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# Timestamp
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message += f"📅 *Generiert:* {timestamp}\n"
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message += f"📊 *Anzahl Tipps:* {len(tips)}\n\n"
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# Bester Tipp
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message += "⭐ *BESTER TIPP:*\n"
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numbers_str = ' - '.join([f"{n:02d}" for n in best_tip['numbers']])
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message += f"🎯 Zahlen: `{numbers_str}`\n"
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message += f"🌟 Superzahl: `{best_tip['superzahl']}`\n"
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message += f"📈 Confidence: `{best_tip['confidence']:.4f}`\n"
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message += f"🎨 Strategie: `{best_tip['strategy']}`\n\n"
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# Statistiken
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avg_conf = sum(t['confidence'] for t in tips) / len(tips)
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avg_qual = sum(t['quality'] for t in tips) / len(tips)
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message += "📊 *STATISTIKEN:*\n"
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message += f"🎯 Ø Confidence: `{avg_conf:.4f}`\n"
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message += f"💎 Ø Quality: `{avg_qual:.4f}`\n\n"
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# Top 3 Tipps
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message += "🏆 *TOP 3 TIPPS:*\n"
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sorted_tips = sorted(tips, key=lambda t: t['confidence'], reverse=True)[:3]
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for i, tip in enumerate(sorted_tips, 1):
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nums = ' - '.join([f"{n:02d}" for n in tip['numbers']])
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message += f"{i}. `{nums}` + SZ `{tip['superzahl']}` "
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message += f"({tip['confidence']:.3f})\n"
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message += "\n🍀 *Viel Glück!*"
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return message
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def _send_email_tips(self, tips: List[Dict], timestamp: str, best_tip: Dict):
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"""Sendet Email-Benachrichtigung."""
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# TODO: Email-Versand implementieren wenn gewünscht
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print("⚠️ Email-Benachrichtigung noch nicht implementiert")
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def send_draw_results(self, draw: Dict, evaluation_summary: Dict, best_match: Dict):
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"""
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Sendet Benachrichtigung über Ziehungs-Ergebnisse und Tipp-Evaluation.
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Args:
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draw: Dict mit Ziehungsdaten (date, Z1-Z6, SZ)
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evaluation_summary: Dict mit avg_main, sz_rate
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best_match: Dict mit main_matches, sz_match
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"""
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if self.config['telegram']['enabled']:
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self._send_telegram_draw_results(draw, evaluation_summary, best_match)
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if self.config['email']['enabled']:
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self._send_email_draw_results(draw, evaluation_summary, best_match)
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def _send_telegram_draw_results(self, draw: Dict, evaluation_summary: Dict, best_match: Dict):
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"""Sendet Telegram-Nachricht mit Ziehungsergebnissen."""
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try:
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bot_token = self.config['telegram']['bot_token']
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chat_id = self.config['telegram']['chat_id']
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# Formatiere Nachricht
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message = self._format_draw_results_message(draw, evaluation_summary, best_match)
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# Sende über Telegram Bot API
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url = f"https://api.telegram.org/bot{bot_token}/sendMessage"
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data = {
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"chat_id": chat_id,
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"text": message,
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"parse_mode": "Markdown"
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}
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response = requests.post(url, data=data, timeout=10)
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if response.status_code == 200:
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print("✅ Telegram-Benachrichtigung gesendet")
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else:
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print(f"⚠️ Telegram-Fehler: {response.status_code}")
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print(f" Response: {response.text}")
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except Exception as e:
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print(f"⚠️ Telegram-Benachrichtigung fehlgeschlagen: {e}")
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def _format_draw_results_message(self, draw: Dict, evaluation_summary: Dict, best_match: Dict) -> str:
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"""Formatiert Telegram-Nachricht für Ziehungsergebnisse."""
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# Header
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message = "🎲 *LOTTO 6AUS49 - ZIEHUNGSERGEBNISSE*\n"
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message += "=" * 40 + "\n\n"
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# Ziehungsdatum
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draw_date = draw['date']
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if hasattr(draw_date, 'strftime'):
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date_str = draw_date.strftime('%d.%m.%Y')
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else:
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date_str = str(draw_date)
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message += f"📅 *Ziehung vom:* {date_str}\n\n"
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# Gezogene Zahlen
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drawn_numbers = [draw.get(f'Z{i}') for i in range(1, 7)]
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numbers_str = ' - '.join([f"{n:02d}" for n in drawn_numbers if n is not None])
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message += f"🎯 *Gewinnzahlen:* `{numbers_str}`\n"
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if draw.get('SZ') is not None:
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message += f"🌟 *Superzahl:* `{draw['SZ']}`\n\n"
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else:
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message += "\n"
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# Evaluation Summary
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message += "📊 *TIPP-EVALUATION:*\n"
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if evaluation_summary:
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avg_main = evaluation_summary.get('avg_main', 0)
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sz_rate = evaluation_summary.get('sz_rate', 0)
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message += f"🎯 Ø Treffer Hauptzahlen: `{avg_main:.2f}`\n"
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message += f"🌟 Superzahl-Rate: `{sz_rate*100:.1f}%`\n\n"
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# Bester Tipp
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message += "🏆 *BESTER TIPP:*\n"
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if best_match:
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main_matches = best_match.get('main_matches', 0)
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sz_match = best_match.get('sz_match', False)
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# Rating emoji
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if main_matches == 6 and sz_match:
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rating = "🏆 JACKPOT!"
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elif main_matches == 6:
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rating = "💰 Klasse 2"
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elif main_matches == 5 and sz_match:
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rating = "💰 Klasse 3"
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elif main_matches == 5:
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rating = "💰 Klasse 4"
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elif main_matches == 4:
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rating = "💵 Klasse 6"
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elif main_matches == 3:
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rating = "✅ Klasse 8"
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elif main_matches >= 2:
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rating = "👍 OK"
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else:
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rating = "⚪ Niedrig"
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sz_indicator = "✅" if sz_match else "⚪"
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message += f"🎯 Treffer Hauptzahlen: `{main_matches}/6`\n"
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message += f"🌟 Superzahl: {sz_indicator}\n"
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message += f"📈 Bewertung: {rating}\n"
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message += "\n🔄 *System wurde aktualisiert und trainiert!*"
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return message
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def _send_email_draw_results(self, draw: Dict, evaluation_summary: Dict, best_match: Dict):
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"""Sendet Email-Benachrichtigung."""
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# TODO: Email-Versand implementieren wenn gewünscht
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print("⚠️ Email-Benachrichtigung noch nicht implementiert")
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def send_test_notification(self):
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"""Sendet Test-Benachrichtigung."""
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if self.config['telegram']['enabled']:
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try:
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bot_token = self.config['telegram']['bot_token']
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chat_id = self.config['telegram']['chat_id']
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message = "🧪 *LOTTO 6AUS49 TEST*\n\n"
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message += "✅ Benachrichtigungs-System funktioniert!\n"
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message += f"📅 {os.popen('date').read().strip()}"
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url = f"https://api.telegram.org/bot{bot_token}/sendMessage"
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data = {
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"chat_id": chat_id,
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"text": message,
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"parse_mode": "Markdown"
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}
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response = requests.post(url, data=data, timeout=10)
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if response.status_code == 200:
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print("✅ Test-Benachrichtigung erfolgreich gesendet")
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return True
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else:
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print(f"❌ Fehler: {response.status_code}")
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print(f" Response: {response.text}")
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return False
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except Exception as e:
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print(f"❌ Test fehlgeschlagen: {e}")
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return False
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else:
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print("⚠️ Telegram nicht aktiviert in config/notifications.json")
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return False
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def main():
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"""Test-Funktion."""
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import argparse
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parser = argparse.ArgumentParser(description="Lotto 6aus49 Notifier Test")
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parser.add_argument(
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'--test',
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action='store_true',
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help='Sende Test-Benachrichtigung'
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)
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parser.add_argument(
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'--config',
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type=str,
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help='Pfad zur Config-Datei'
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)
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args = parser.parse_args()
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notifier = LottoNotifier(config_path=args.config)
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if args.test:
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notifier.send_test_notification()
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else:
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# Beispiel-Tipps
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example_tips = [
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{
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'numbers': [7, 14, 21, 28, 35, 42],
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'superzahl': 3,
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'confidence': 0.7234,
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'quality': 0.6891,
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'strategy': 'PURE-AI'
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},
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{
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'numbers': [2, 11, 19, 27, 36, 45],
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'superzahl': 7,
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'confidence': 0.6978,
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'quality': 0.6543,
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'strategy': 'HYBRID-OPT'
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}
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]
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best = example_tips[0]
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notifier.send_tips_generated(example_tips, "2024-11-27 16:00", best)
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if __name__ == "__main__":
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main()
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