Bisher generierte Haiku Keywords nur in DE/EN/Romaji. Japanische RSS-Feeds
(z.B. MOD-GNews mit "防衛省・自衛隊の宇宙政策") matchten daher nie, weil
"jieitai" ≠ "自衛隊". Arabische/persische Telegram-Channels matchten nur
durch Zufall (lateinische Eigennamen in Hashtags/URLs).
Drei zusammenhängende Änderungen:
1. get_feeds_with_metadata liefert primary_language pro Feed mit.
2. FEED_SELECTION_PROMPT_TEMPLATE und KEYWORD_EXTRACTION_PROMPT verlangen
sprach-gruppierte Keywords ({de:[...], en:[...], ja:[...], ru:[...], ...}).
"en" enthält lateinische Eigennamen (universell). Andere Sprachen werden
nur gegen Feeds derselben Sprache gematcht.
3. RSS- und Telegram-Parser kombinieren pro Feed/Channel die "en"-Universalbegriffe
mit den Keywords der Quellsprache. Die Spezifik-Schwelle (1-Treffer-Match)
greift jetzt auch ab 3 Zeichen bei Non-ASCII (CJK, Arabisch, Kyrillisch).
Backward-kompatibel: flache Keyword-Listen werden weiter akzeptiert.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
274 Zeilen
12 KiB
Python
274 Zeilen
12 KiB
Python
"""Telegram-Kanal Parser: Liest Nachrichten aus konfigurierten Telegram-Kanaelen."""
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import asyncio
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import logging
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import os
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from datetime import datetime, timezone
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from typing import Optional
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from config import TIMEZONE, TELEGRAM_API_ID, TELEGRAM_API_HASH, TELEGRAM_SESSION_PATH
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logger = logging.getLogger("osint.telegram")
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# Stoppwoerter (gleich wie RSS-Parser)
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STOP_WORDS = {
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"und", "oder", "der", "die", "das", "ein", "eine", "in", "im", "am", "an",
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"auf", "fuer", "mit", "von", "zu", "zum", "zur", "bei", "nach", "vor",
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"ueber", "unter", "ist", "sind", "hat", "the", "and", "for", "with", "from",
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}
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class TelegramParser:
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"""Durchsucht Telegram-Kanaele nach relevanten Nachrichten."""
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_client = None
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_lock = asyncio.Lock()
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async def _get_client(self):
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"""Telethon-Client erstellen oder wiederverwenden."""
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if TelegramParser._client is not None:
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if TelegramParser._client.is_connected():
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return TelegramParser._client
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async with TelegramParser._lock:
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# Double-check nach Lock
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if TelegramParser._client is not None and TelegramParser._client.is_connected():
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return TelegramParser._client
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try:
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from telethon import TelegramClient
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session_path = TELEGRAM_SESSION_PATH
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if not os.path.exists(session_path + ".session") and not os.path.exists(session_path):
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logger.error("Telegram-Session nicht gefunden: %s", session_path)
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return None
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client = TelegramClient(session_path, TELEGRAM_API_ID, TELEGRAM_API_HASH)
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await client.connect()
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if not await client.is_user_authorized():
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logger.error("Telegram-Session nicht autorisiert. Bitte neu einloggen.")
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await client.disconnect()
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return None
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TelegramParser._client = client
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me = await client.get_me()
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logger.info("Telegram verbunden als: %s (%s)", me.first_name, me.phone)
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return client
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except ImportError:
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logger.error("telethon nicht installiert: pip install telethon")
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return None
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except Exception as e:
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logger.error("Telegram-Verbindung fehlgeschlagen: %s", e)
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return None
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async def search_channels(self, search_term: str, tenant_id: int = None,
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keywords: dict | list = None, channel_ids: list[int] = None) -> list[dict]:
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"""Liest Nachrichten aus konfigurierten Telegram-Kanaelen.
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Args:
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keywords: Sprach-Dict {iso_lang: [keyword,...]} oder flache Liste (Backward).
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Match nutzt pro Kanal die "en"-Universalbegriffe + die Keywords der
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Kanalsprache (primary_language aus sources-Tabelle).
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Gibt Artikel-Dicts zurueck (kompatibel mit RSS-Parser-Format).
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"""
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from agents.researcher import keywords_for_language
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client = await self._get_client()
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if not client:
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logger.warning("Telegram-Client nicht verfuegbar, ueberspringe Telegram-Pipeline")
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return []
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# Telegram-Kanaele aus DB laden (inkl. primary_language)
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channels = await self._get_telegram_channels(tenant_id, channel_ids=channel_ids)
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if not channels:
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logger.info("Keine Telegram-Kanaele konfiguriert")
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return []
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# Fallback-Suchwoerter wenn keine Keywords da sind
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fallback_words: list[str] | None = None
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if not keywords:
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fallback_words = [
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w for w in search_term.lower().split()
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if w not in STOP_WORDS and len(w) >= 3
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]
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if not fallback_words:
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fallback_words = search_term.lower().split()[:2]
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# Kanaele parallel abrufen
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tasks = []
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for ch in channels:
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channel_id = ch["url"] or ch["name"]
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channel_lang = ch.get("primary_language")
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if keywords:
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search_words = keywords_for_language(keywords, channel_lang)
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search_words = [w.lower() for w in search_words]
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else:
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search_words = fallback_words or []
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tasks.append(self._fetch_channel(client, channel_id, search_words))
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results = await asyncio.gather(*tasks, return_exceptions=True)
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all_articles = []
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for i, result in enumerate(results):
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if isinstance(result, Exception):
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logger.warning("Telegram-Kanal %s: %s", channels[i]["name"], result)
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continue
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all_articles.extend(result)
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logger.info("Telegram: %d relevante Nachrichten aus %d Kanaelen", len(all_articles), len(channels))
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return all_articles
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async def _get_telegram_channels(self, tenant_id: int = None, channel_ids: list[int] = None) -> list[dict]:
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"""Laedt Telegram-Kanaele aus der sources-Tabelle."""
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try:
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from database import get_db
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db = await get_db()
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try:
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if channel_ids and len(channel_ids) > 0:
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placeholders = ",".join("?" for _ in channel_ids)
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cursor = await db.execute(
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f"""SELECT id, name, url, category, notes, primary_language FROM sources
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WHERE source_type = 'telegram_channel'
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AND status = 'active'
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AND id IN ({placeholders})""",
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tuple(channel_ids),
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)
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else:
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cursor = await db.execute(
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"""SELECT id, name, url, category, notes, primary_language FROM sources
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WHERE source_type = 'telegram_channel'
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AND status = 'active'
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AND (tenant_id IS NULL OR tenant_id = ?)""",
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(tenant_id,),
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)
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rows = await cursor.fetchall()
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return [dict(row) for row in rows]
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finally:
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await db.close()
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except Exception as e:
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logger.error("Fehler beim Laden der Telegram-Kanaele: %s", e)
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return []
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async def _fetch_channel(self, client, channel_id: str, search_words: list[str],
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limit: int = 50) -> list[dict]:
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"""Letzte N Nachrichten eines Kanals abrufen und nach Keywords filtern."""
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articles = []
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try:
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# Kanal-Identifier normalisieren
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identifier = channel_id.strip()
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if identifier.startswith("https://t.me/"):
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identifier = identifier.replace("https://t.me/", "")
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if identifier.startswith("t.me/"):
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identifier = identifier.replace("t.me/", "")
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# Privater Invite-Link
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if identifier.startswith("+") or identifier.startswith("joinchat/"):
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entity = await client.get_entity(channel_id)
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else:
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# Oeffentlicher Kanal
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if not identifier.startswith("@"):
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identifier = "@" + identifier
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entity = await client.get_entity(identifier)
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messages = await client.get_messages(entity, limit=limit)
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channel_title = getattr(entity, "title", identifier)
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channel_username = getattr(entity, "username", identifier.replace("@", ""))
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for msg in messages:
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if not msg.text:
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continue
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text = msg.text
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text_lower = text.lower()
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# Keyword-Matching (lockerer als RSS: 1 Match reicht,
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# da Kanaele bereits thematisch vorselektiert sind)
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match_count = sum(1 for word in search_words if word in text_lower)
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if match_count < 1:
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continue
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# Erste Zeile als Headline, Rest als Content
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lines = text.strip().split("\n")
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headline = lines[0][:200] if lines else text[:200]
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content = text
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# Datum
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published = None
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if msg.date:
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try:
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published = msg.date.astimezone(TIMEZONE).isoformat()
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except Exception:
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published = msg.date.isoformat()
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# Source-URL: t.me/channel/msg_id
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if channel_username:
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source_url = "https://t.me/%s/%s" % (channel_username, msg.id)
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else:
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source_url = "https://t.me/c/%s/%s" % (entity.id, msg.id)
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relevance_score = match_count / len(search_words) if search_words else 0.0
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articles.append({
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"headline": headline,
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"headline_de": headline if self._is_german(headline) else None,
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"source": "Telegram: %s" % channel_title,
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"source_url": source_url,
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"content_original": content[:2000],
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"content_de": content[:2000] if self._is_german(content) else None,
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"language": "de" if self._is_german(content) else "en",
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"published_at": published,
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"relevance_score": relevance_score,
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})
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except Exception as e:
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logger.warning("Telegram-Kanal %s: %s", channel_id, e)
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return articles
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async def validate_channel(self, channel_id: str) -> Optional[dict]:
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"""Prueft ob ein Telegram-Kanal erreichbar ist und gibt Info zurueck."""
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client = await self._get_client()
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if not client:
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return None
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try:
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identifier = channel_id.strip()
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if identifier.startswith("https://t.me/"):
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identifier = identifier.replace("https://t.me/", "")
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if identifier.startswith("t.me/"):
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identifier = identifier.replace("t.me/", "")
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if identifier.startswith("+") or identifier.startswith("joinchat/"):
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return {"valid": True, "name": "Privater Kanal", "description": "Privater Einladungslink", "subscribers": None}
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if not identifier.startswith("@"):
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identifier = "@" + identifier
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entity = await client.get_entity(identifier)
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from telethon.tl.functions.channels import GetFullChannelRequest
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full = await client(GetFullChannelRequest(entity))
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return {
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"valid": True,
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"name": getattr(entity, "title", identifier),
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"description": getattr(full.full_chat, "about", "") or "",
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"subscribers": getattr(full.full_chat, "participants_count", None),
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"username": getattr(entity, "username", ""),
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}
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except Exception as e:
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logger.warning("Telegram-Kanal-Validierung fehlgeschlagen fuer %s: %s", channel_id, e)
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return None
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def _is_german(self, text: str) -> bool:
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"""Einfache Heuristik ob ein Text deutsch ist."""
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german_words = {"der", "die", "das", "und", "ist", "von", "mit", "fuer", "auf", "ein",
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"eine", "den", "dem", "des", "sich", "wird", "nach", "bei", "auch",
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"ueber", "wie", "aus", "hat", "zum", "zur", "als", "noch", "mehr",
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"nicht", "aber", "oder", "sind", "vor", "einem", "einer", "wurde"}
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words = set(text.lower().split())
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matches = words & german_words
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return len(matches) >= 2
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