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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#!/usr/bin/env python3
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"""
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Lotto 6aus49 API Data Updater
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Lädt Lotto-Ziehungen von verschiedenen APIs:
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1. lottoAPI (https://lottoapi.herokuapp.com)
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2. Lotto.de API
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3. Fallback Quellen
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Features:
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- Automatisches Laden von APIs
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- Fallback auf andere APIs wenn primäre fehlschlägt
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- Duplikate-Vermeidung
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- Automatisches Backup
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"""
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import requests
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import pandas as pd
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from datetime import datetime
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import shutil
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import os
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from typing import List, Dict, Optional
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import time
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class LottoAPIUpdater:
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"""Updater für Lotto 6aus49 über APIs."""
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def __init__(self, data_file: str):
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self.data_file = data_file
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self.backup_file = None
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self.df_existing = None
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# API-Endpoints
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self.apis = {
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'github': {
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'url': 'https://johannesfriedrich.github.io/LottoNumberArchive/Lottonumbers_tidy_complete.json',
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'name': 'GitHub Lotto Archive',
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'parser': self._parse_github_archive
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},
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'lottoapi': {
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'url': 'https://lottoapi.herokuapp.com/lotto/6aus49/100',
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'name': 'lottoAPI (Backup)',
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'parser': self._parse_lottoapi
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}
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}
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print("🔄 LOTTO 6AUS49 API UPDATER")
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print("=" * 70)
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print(f"📁 Datei: {os.path.basename(data_file)}")
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print("=" * 70)
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def load_existing_data(self) -> bool:
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"""Lädt existierende Daten."""
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print("\n📂 Lade existierende Daten...")
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try:
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if not os.path.exists(self.data_file):
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print(f" ⚠️ Datei existiert nicht - erstelle neue")
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self.df_existing = pd.DataFrame(
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columns=['datum', 'Z1', 'Z2', 'Z3', 'Z4', 'Z5', 'Z6', 'SZ']
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)
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return True
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self.df_existing = pd.read_csv(self.data_file, sep=';')
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# Konvertiere Datum
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if 'datum' in self.df_existing.columns:
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self.df_existing['datum'] = pd.to_datetime(
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self.df_existing['datum'],
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format='%Y-%m-%d',
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errors='coerce'
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)
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print(f" ✅ {len(self.df_existing)} Ziehungen geladen")
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if len(self.df_existing) > 0:
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latest = self.df_existing['datum'].max()
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oldest = self.df_existing['datum'].min()
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print(f" 📅 Zeitraum: {oldest.strftime('%Y-%m-%d')} bis {latest.strftime('%Y-%m-%d')}")
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return True
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except Exception as e:
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print(f" ❌ Fehler: {e}")
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return False
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def create_backup(self) -> bool:
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"""Erstellt Backup."""
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if not os.path.exists(self.data_file):
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return True
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try:
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print("\n💾 Erstelle Backup...")
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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backup_dir = os.path.join(os.path.dirname(self.data_file), "data", "backups")
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os.makedirs(backup_dir, exist_ok=True)
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filename = os.path.basename(self.data_file)
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self.backup_file = os.path.join(backup_dir, f"{filename}.backup_{timestamp}")
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shutil.copy2(self.data_file, self.backup_file)
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print(f" ✅ Backup: {os.path.basename(self.backup_file)}")
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return True
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except Exception as e:
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print(f" ⚠️ Backup-Fehler: {e}")
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return False
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def fetch_from_api(self, api_name: str) -> List[Dict]:
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"""
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Holt Daten von spezifischer API.
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Args:
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api_name: Name der API ('lottoapi')
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Returns:
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Liste von Ziehungen
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"""
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if api_name not in self.apis:
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print(f" ❌ Unbekannte API: {api_name}")
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return []
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api = self.apis[api_name]
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print(f"\n🌐 Versuche {api['name']}...")
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print(f" URL: {api['url']}")
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try:
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headers = {
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'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36'
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}
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response = requests.get(api['url'], headers=headers, timeout=15)
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response.raise_for_status()
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print(f" ✅ Antwort erhalten ({len(response.content)} bytes)")
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# Parse mit spezifischem Parser
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draws = api['parser'](response.json())
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if draws:
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print(f" ✅ {len(draws)} Ziehungen extrahiert")
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else:
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print(f" ⚠️ Keine Ziehungen extrahiert")
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return draws
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except requests.RequestException as e:
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print(f" ❌ Netzwerkfehler: {e}")
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return []
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except Exception as e:
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print(f" ❌ Fehler: {e}")
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return []
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def _parse_github_archive(self, data: List[Dict]) -> List[Dict]:
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"""
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Parst GitHub Lotto Archive Response.
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Expected format:
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[
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{
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"id": 4963,
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"date": "26.11.2025",
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"variable": "Lottozahl",
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"value": 2
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},
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...
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]
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"""
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draws = []
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try:
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# Gruppiere nach ID (jede ID = eine Ziehung)
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draws_by_id = {}
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for entry in data:
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draw_id = entry.get('id')
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if draw_id not in draws_by_id:
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draws_by_id[draw_id] = {
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'date': entry.get('date'),
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'numbers': [],
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'superzahl': None
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}
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variable = entry.get('variable')
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value = entry.get('value')
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if variable == 'Lottozahl':
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draws_by_id[draw_id]['numbers'].append(value)
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elif variable == 'Superzahl':
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draws_by_id[draw_id]['superzahl'] = value
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# Konvertiere zu unserem Format
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for draw_id, draw_data in draws_by_id.items():
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try:
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# Parse Datum (Format: DD.MM.YYYY)
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date_str = draw_data['date']
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day, month, year = date_str.split('.')
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date_obj = datetime(int(year), int(month), int(day))
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# Sortiere Zahlen
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numbers = sorted(draw_data['numbers'])
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# Validierung
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if len(numbers) != 6:
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continue
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superzahl = draw_data['superzahl']
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if superzahl is None:
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continue
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draw = {
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'datum': date_obj,
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'Z1': numbers[0],
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'Z2': numbers[1],
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'Z3': numbers[2],
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'Z4': numbers[3],
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'Z5': numbers[4],
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'Z6': numbers[5],
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'SZ': superzahl
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}
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if self._validate_draw(draw):
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draws.append(draw)
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except Exception as e:
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continue
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except Exception as e:
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print(f" ⚠️ Parse-Fehler: {e}")
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return draws
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def _parse_lottoapi(self, data: List[Dict]) -> List[Dict]:
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"""
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Parst lottoAPI Response.
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Expected format:
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[
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{
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"date": "2025-01-22",
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"numbers": [3, 9, 12, 24, 39, 45],
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"superzahl": 7
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},
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...
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]
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"""
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draws = []
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try:
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for item in data:
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# Datum
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date_str = item.get('date')
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if not date_str:
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continue
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date_obj = datetime.strptime(date_str, '%Y-%m-%d')
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# Hauptzahlen (6 Zahlen)
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numbers = sorted(item.get('numbers', []))
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if len(numbers) != 6:
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continue
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# Superzahl
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superzahl = item.get('superzahl')
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if superzahl is None:
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continue
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draw = {
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'datum': date_obj,
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'Z1': numbers[0],
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'Z2': numbers[1],
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'Z3': numbers[2],
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'Z4': numbers[3],
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'Z5': numbers[4],
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'Z6': numbers[5],
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'SZ': superzahl
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}
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if self._validate_draw(draw):
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draws.append(draw)
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except Exception as e:
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print(f" ⚠️ Parse-Fehler: {e}")
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return draws
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def _validate_draw(self, draw: Dict) -> bool:
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"""Validiert eine Ziehung."""
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try:
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required_fields = ['datum', 'Z1', 'Z2', 'Z3', 'Z4', 'Z5', 'Z6', 'SZ']
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if not all(field in draw for field in required_fields):
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return False
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# Hauptzahlen (1-49)
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main_numbers = [draw[f'Z{i}'] for i in range(1, 7)]
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if not all(isinstance(n, int) and 1 <= n <= 49 for n in main_numbers):
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return False
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if len(set(main_numbers)) != 6:
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return False
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# Superzahl (0-9)
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if not isinstance(draw['SZ'], int) or not 0 <= draw['SZ'] <= 9:
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return False
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if not isinstance(draw['datum'], datetime):
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return False
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return True
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except Exception:
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return False
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def fetch_from_all_apis(self) -> List[Dict]:
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"""
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Versucht alle APIs nacheinander.
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Returns:
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Liste von Ziehungen
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"""
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print("\n🔍 SUCHE NACH DATEN VON APIs")
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print("=" * 70)
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all_draws = []
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# Versuche alle APIs (GitHub zuerst, da zuverlässig)
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for api_name in ['github', 'lottoapi']:
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draws = self.fetch_from_api(api_name)
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if draws:
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all_draws.extend(draws)
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print(f" ✅ {len(draws)} Ziehungen von {self.apis[api_name]['name']}")
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break # Erste erfolgreiche API nutzen
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else:
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print(f" ⏭️ Weiter zur nächsten API...")
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time.sleep(1) # Pause zwischen APIs
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if not all_draws:
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print("\n ❌ Keine Daten von APIs erhalten")
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print(" 💡 Tipp: Verwende simple_update.py für manuelle Eingabe")
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return all_draws
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def merge_with_existing(self, new_draws: List[Dict]) -> pd.DataFrame:
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"""Merged neue Ziehungen mit existierenden Daten."""
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print(f"\n🔀 Merge mit existierenden Daten...")
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if not new_draws:
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print(" ⚠️ Keine neuen Ziehungen zum Mergen")
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return self.df_existing
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df_new = pd.DataFrame(new_draws)
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if self.df_existing is None or len(self.df_existing) == 0:
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df_combined = df_new
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print(f" ✅ Neue Datei erstellt mit {len(df_combined)} Ziehungen")
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else:
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df_combined = pd.concat([self.df_existing, df_new], ignore_index=True)
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before_dedup = len(df_combined)
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df_combined = df_combined.drop_duplicates(subset=['datum'], keep='first')
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after_dedup = len(df_combined)
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duplicates = before_dedup - after_dedup
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if duplicates > 0:
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print(f" 🗑️ {duplicates} Duplikat(e) entfernt")
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df_combined = df_combined.sort_values('datum', ascending=True)
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df_combined = df_combined.reset_index(drop=True)
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new_entries = len(df_combined) - (len(self.df_existing) if self.df_existing is not None else 0)
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print(f" ✅ Merge abgeschlossen:")
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print(f" Vorher: {len(self.df_existing) if self.df_existing is not None else 0} Ziehungen")
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print(f" Neue: {new_entries} Ziehungen")
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print(f" Gesamt: {len(df_combined)} Ziehungen")
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return df_combined
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def save_data(self, df: pd.DataFrame) -> bool:
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"""Speichert Daten."""
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try:
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print(f"\n💾 Speichere Daten...")
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df_export = df.copy()
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df_export['datum'] = df_export['datum'].dt.strftime('%Y-%m-%d')
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column_order = ['datum', 'Z1', 'Z2', 'Z3', 'Z4', 'Z5', 'Z6', 'SZ']
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df_export = df_export[column_order]
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df_export.to_csv(self.data_file, sep=';', index=False)
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print(f" ✅ Gespeichert: {self.data_file}")
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print(f" 📊 {len(df)} Ziehungen total")
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if len(df) > 0:
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latest = df['datum'].max()
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oldest = df['datum'].min()
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print(f" 📅 Zeitraum: {oldest.strftime('%Y-%m-%d')} bis {latest.strftime('%Y-%m-%d')}")
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return True
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except Exception as e:
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print(f" ❌ Speicherfehler: {e}")
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if self.backup_file and os.path.exists(self.backup_file):
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print(" 🔄 Stelle Backup wieder her...")
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shutil.copy2(self.backup_file, self.data_file)
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print(" ✅ Backup wiederhergestellt")
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return False
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def update(self, api_name: str = 'all', create_backup: bool = True) -> bool:
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"""
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Führt komplettes Update durch.
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Args:
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api_name: 'all' oder 'lottoapi'
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create_backup: Backup erstellen
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Returns:
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True bei Erfolg
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"""
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print("\n🚀 STARTE UPDATE")
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print("=" * 70)
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if not self.load_existing_data():
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return False
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if create_backup:
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self.create_backup()
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if api_name == 'all':
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new_draws = self.fetch_from_all_apis()
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else:
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new_draws = self.fetch_from_api(api_name)
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if not new_draws:
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print("\n❌ Keine Daten von APIs geladen")
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print("💡 Tipp: Verwende simple_update.py für manuelle Eingabe")
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return False
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df_updated = self.merge_with_existing(new_draws)
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success = self.save_data(df_updated)
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print("\n" + "=" * 70)
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if success:
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print("✅ UPDATE ERFOLGREICH ABGESCHLOSSEN")
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else:
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print("❌ UPDATE FEHLGESCHLAGEN")
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print("=" * 70)
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||||
|
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return success
|
||||
|
||||
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def main():
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"""Hauptfunktion."""
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import sys
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print()
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print("=" * 70)
|
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print(" LOTTO 6AUS49 API UPDATER")
|
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print(" Unterstützt: GitHub Lotto Archive, lottoAPI")
|
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print("=" * 70)
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print()
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||||
default_file = "/Users/sebastianfrohlich/Library/Mobile Documents/com~apple~CloudDocs/Jupyter Notebooks/Lotto/data/AlleLottozahlen.csv"
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if len(sys.argv) > 1:
|
||||
data_file = sys.argv[1]
|
||||
api_name = sys.argv[2] if len(sys.argv) > 2 else 'all'
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||||
else:
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print(f"Standard-Datei: {default_file}")
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use_default = input("\nStandard verwenden? (j/n): ").strip().lower()
|
||||
|
||||
if use_default in ['j', 'ja', 'y', 'yes', '']:
|
||||
data_file = default_file
|
||||
else:
|
||||
data_file = input("Pfad zur Datei: ").strip()
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||||
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||||
api_name = 'all'
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||||
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print()
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||||
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||||
updater = LottoAPIUpdater(data_file)
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||||
success = updater.update(api_name=api_name)
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||||
|
||||
sys.exit(0 if success else 1)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
Reference in new issue
Block a user