4f8bfbe479
Rust FFI's KDF_HKDF path for incoming decryption may use wrong parameters. Pre-derive HKDF(base_key, salt="LKFrameEncryptionKey", info=identity) in Python and pass derived key with KDF_NONE so Rust FFI uses it directly as frame key. Matches EC's MatrixKeyProvider: ratchetWindowSize=10, keyringSize=256. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
405 lines
19 KiB
Python
405 lines
19 KiB
Python
"""Voice session: LiveKit + STT/LLM/TTS pipeline.
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E2EE via HKDF key derivation (Element Call compatible).
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Requires patched livekit-rtc FFI binary from onestacked/livekit-rust-sdks."""
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import asyncio
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import base64
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import datetime
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import hashlib
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import logging
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import os
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import aiohttp
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from livekit import rtc, api as lkapi
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from livekit.agents import Agent, AgentSession, room_io
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from livekit.plugins import openai as lk_openai, elevenlabs, silero
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logger = logging.getLogger("matrix-ai-voice")
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# Enable debug logging for agents pipeline to diagnose audio issues
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logging.getLogger("livekit.agents").setLevel(logging.DEBUG)
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logging.getLogger("livekit.plugins").setLevel(logging.DEBUG)
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LITELLM_URL = os.environ.get("LITELLM_BASE_URL", "")
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LITELLM_KEY = os.environ.get("LITELLM_API_KEY", "not-needed")
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LK_API_KEY = os.environ.get("LIVEKIT_API_KEY", "")
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LK_API_SECRET = os.environ.get("LIVEKIT_API_SECRET", "")
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ELEVENLABS_KEY = os.environ.get("ELEVENLABS_API_KEY", "")
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DEFAULT_VOICE_ID = "onwK4e9ZLuTAKqWW03F9" # Daniel - male, free tier
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VOICE_PROMPT = """Du bist ein hilfreicher Sprachassistent in einem Matrix-Anruf.
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STRIKTE Regeln:
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- Antworte IMMER auf Deutsch
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- Halte JEDE Antwort auf MAXIMAL 1-2 kurze Saetze
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- Sei direkt und praezise, keine Fuellwoerter
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- Erfinde NICHTS - keine Geschichten, keine Musik, keine Fantasie
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- Beantworte nur was gefragt wird
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- Wenn niemand etwas fragt, sage nur kurz Hallo"""
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_vad = None
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def _get_vad():
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global _vad
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if _vad is None:
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_vad = silero.VAD.load()
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return _vad
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def _make_lk_identity(user_id, device_id):
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return f"{user_id}:{device_id}"
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def _compute_lk_room_name(room_id):
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raw = f"{room_id}|m.call#ROOM"
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return base64.b64encode(hashlib.sha256(raw.encode()).digest()).decode().rstrip("=")
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def _generate_lk_jwt(room_id, user_id, device_id):
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identity = _make_lk_identity(user_id, device_id)
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lk_room = _compute_lk_room_name(room_id)
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token = (
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lkapi.AccessToken(LK_API_KEY, LK_API_SECRET)
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.with_identity(identity)
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.with_name(user_id)
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.with_grants(lkapi.VideoGrants(
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room_join=True, room=lk_room,
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can_publish=True, can_subscribe=True))
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.with_ttl(datetime.timedelta(hours=24))
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)
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logger.info("JWT: identity=%s room=%s", identity, lk_room)
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return token.to_jwt()
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KDF_HKDF = 1
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KDF_NONE = 0
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_RATCHET_SALT = b"LKFrameEncryptionKey"
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def _hkdf(ikm: bytes, salt: bytes, info: bytes, length: int = 32) -> bytes:
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"""HKDF-SHA256 (RFC 5869). Pre-derives frame key to bypass Rust FFI's HKDF."""
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import hmac as _hmac, hashlib as _hashlib
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prk = _hmac.new(salt, ikm, _hashlib.sha256).digest()
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okm, t = b"", b""
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for i in range(1, (length + 31) // 32 + 1):
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t = _hmac.new(prk, t + info + bytes([i]), _hashlib.sha256).digest()
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okm += t
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return okm[:length]
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def _build_e2ee_options() -> rtc.E2EEOptions:
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"""Build E2EE options — KDF disabled; we pre-derive HKDF keys in Python.
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The Rust FFI's KDF_HKDF path for INCOMING decryption may use wrong parameters.
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We pre-derive HKDF(base_key, salt="LKFrameEncryptionKey", info=identity) in Python
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and pass the derived key with KDF_NONE so the Rust FFI uses it directly.
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Element Call uses: ratchetWindowSize=10, keyringSize=256, salt="LKFrameEncryptionKey"
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"""
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key_opts = rtc.KeyProviderOptions(
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shared_key=b"", # empty = per-participant mode
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ratchet_window_size=10,
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ratchet_salt=b"LKFrameEncryptionKey",
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failure_tolerance=-1,
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key_ring_size=256,
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key_derivation_function=KDF_NONE, # we pre-derive; FFI uses key directly
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)
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return rtc.E2EEOptions(key_provider_options=key_opts)
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class VoiceSession:
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def __init__(self, nio_client, room_id, device_id, lk_url, model="claude-sonnet",
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publish_key_cb=None, bot_key: bytes | None = None):
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self.nio_client = nio_client
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self.room_id = room_id
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self.device_id = device_id
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self.lk_url = lk_url
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self.model = model
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self.lk_room = None
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self.session = None
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self._task = None
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self._http_session = None
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self._caller_key: bytes | None = None
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self._caller_identity: str | None = None
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self._caller_all_keys: dict = {} # {index: bytes} — all caller keys by index
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self._bot_key: bytes = bot_key or os.urandom(16)
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self._publish_key_cb = publish_key_cb
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def on_encryption_key(self, sender, device_id, key, index):
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"""Receive E2EE key from Element Call participant."""
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if not key:
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return
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if not self._caller_key:
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self._caller_key = key
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self._caller_identity = f"{sender}:{device_id}"
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self._caller_all_keys[index] = key
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logger.info("E2EE key received from %s:%s (index=%d, %d bytes)",
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sender, device_id, index, len(key))
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# Live-update per-participant key on rotation — pre-derive HKDF matching KDF_NONE mode.
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if self.lk_room and hasattr(self.lk_room, 'e2ee_manager'):
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try:
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kp = self.lk_room.e2ee_manager.key_provider
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caller_id = self._caller_identity or f"{sender}:{device_id}"
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derived = _hkdf(key, _RATCHET_SALT, caller_id.encode())
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kp.set_key(caller_id, derived, index)
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logger.info("Live-updated caller frame key[%d] for %s (%d→%d bytes)",
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index, caller_id, len(key), len(derived))
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except Exception as e:
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logger.warning("Failed to live-update caller key: %s", e)
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async def _fetch_encryption_key_http(self) -> bytes | None:
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"""Fetch encryption key from room timeline (NOT state) via Matrix HTTP API.
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Element Call distributes encryption keys as timeline events, not state.
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"""
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import httpx
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homeserver = str(self.nio_client.homeserver)
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token = self.nio_client.access_token
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url = f"{homeserver}/_matrix/client/v3/rooms/{self.room_id}/messages"
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try:
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async with httpx.AsyncClient(timeout=10.0) as http:
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resp = await http.get(
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url,
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headers={"Authorization": f"Bearer {token}"},
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params={"dir": "b", "limit": "50"},
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)
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resp.raise_for_status()
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data = resp.json()
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events = data.get("chunk", [])
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user_id = self.nio_client.user_id
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for evt in events:
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evt_type = evt.get("type", "")
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if evt_type == "io.element.call.encryption_keys":
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sender = evt.get("sender", "")
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if sender == user_id:
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continue # skip our own key
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content = evt.get("content", {})
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device = content.get("device_id", "")
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logger.info("Found encryption_keys timeline event: sender=%s device=%s",
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sender, device)
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all_keys = {}
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import base64 as b64
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for k in content.get("keys", []):
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key_b64 = k.get("key", "")
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key_index = k.get("index", 0)
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if key_b64:
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key_b64 += "=" * (-len(key_b64) % 4)
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key_bytes = b64.urlsafe_b64decode(key_b64)
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all_keys[key_index] = key_bytes
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if all_keys:
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if device:
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self._caller_identity = f"{sender}:{device}"
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self._caller_all_keys.update(all_keys)
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max_idx = max(all_keys.keys())
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logger.info("Loaded caller keys at indices %s (using %d)",
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sorted(all_keys.keys()), max_idx)
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return all_keys[max_idx]
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logger.info("No encryption_keys events in last %d timeline events", len(events))
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except Exception as e:
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logger.warning("HTTP encryption key fetch failed: %s", e)
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return None
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async def start(self):
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self._task = asyncio.create_task(self._run())
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async def stop(self):
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for obj in [self.session, self.lk_room, self._http_session]:
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if obj:
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try:
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if hasattr(obj, "aclose"):
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await obj.aclose()
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elif hasattr(obj, "disconnect"):
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await obj.disconnect()
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elif hasattr(obj, "close"):
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await obj.close()
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except Exception:
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pass
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if self._task and not self._task.done():
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self._task.cancel()
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try:
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await self._task
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except asyncio.CancelledError:
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pass
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async def _run(self):
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try:
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user_id = self.nio_client.user_id
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bot_identity = _make_lk_identity(user_id, self.device_id)
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jwt = _generate_lk_jwt(self.room_id, user_id, self.device_id)
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# Publish bot's own key immediately so Element Call can decrypt us
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if self._publish_key_cb:
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self._publish_key_cb(self._bot_key)
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logger.info("Published bot E2EE key (%d bytes)", len(self._bot_key))
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# Check timeline for caller's encryption key
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caller_key = await self._fetch_encryption_key_http()
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if caller_key:
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self._caller_key = caller_key
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logger.info("Got caller E2EE key via timeline (%d bytes)", len(caller_key))
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if not self._caller_key:
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# Wait up to 15s for key via sync handler
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logger.info("No key in timeline yet, waiting for sync...")
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for _ in range(150):
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if self._caller_key:
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break
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await asyncio.sleep(0.1)
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# Connect in per-participant mode (empty shared_key) so Rust FFI uses
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# identity-based HKDF — matching Element Call's JS SFrame key derivation.
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# Keys are set post-connect via set_key(identity, key, index).
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e2ee_opts = _build_e2ee_options()
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room_opts = rtc.RoomOptions(e2ee=e2ee_opts)
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self.lk_room = rtc.Room()
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@self.lk_room.on("participant_connected")
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def on_p(p):
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logger.info("Participant connected: %s", p.identity)
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@self.lk_room.on("track_published")
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def on_tp(pub, p):
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logger.info("Track pub: %s %s kind=%s", p.identity, pub.sid, pub.kind)
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@self.lk_room.on("track_subscribed")
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def on_ts(t, pub, p):
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logger.info("Track sub: %s %s kind=%s", p.identity, pub.sid, t.kind)
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_e2ee_state_names = {0:"NEW",1:"OK",2:"ENC_FAILED",3:"DEC_FAILED",4:"MISSING_KEY",5:"RATCHETED",6:"INTERNAL_ERR"}
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@self.lk_room.on("e2ee_state_changed")
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def on_e2ee_state(participant, state):
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state_name = _e2ee_state_names.get(int(state), f"UNKNOWN_{state}")
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p_id = participant.identity if participant else "local"
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logger.info("E2EE_STATE: participant=%s state=%s", p_id, state_name)
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await self.lk_room.connect(self.lk_url, jwt, options=room_opts)
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logger.info("Connected (E2EE=HKDF), remote=%d",
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len(self.lk_room.remote_participants))
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# Element Call rotates its encryption key when bot joins the LiveKit room.
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# EC sends the new key via Matrix (Megolm-encrypted); nio sync will decrypt it
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# and call on_encryption_key(), which updates self._caller_all_keys.
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# NOTE: HTTP fetch is useless here — keys are Matrix-E2EE encrypted (m.room.encrypted).
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pre_max_idx = max(self._caller_all_keys.keys()) if self._caller_all_keys else -1
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logger.info("Waiting for EC key rotation via nio sync (current max_idx=%d)...", pre_max_idx)
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for _attempt in range(20): # up to 10s (20 × 0.5s)
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await asyncio.sleep(0.5)
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new_max = max(self._caller_all_keys.keys()) if self._caller_all_keys else -1
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if new_max > pre_max_idx:
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self._caller_key = self._caller_all_keys[new_max]
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logger.info("Key rotated: index %d→%d (%d bytes)",
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pre_max_idx, new_max, len(self._caller_key))
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break
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if _attempt % 4 == 3: # log every 2s
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logger.info("Key rotation wait %ds: max_idx still %d", (_attempt + 1) // 2, new_max)
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else:
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logger.warning("No key rotation after 10s — using pre-join key[%d]", pre_max_idx)
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# Set per-participant keys via key provider.
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# We pre-derive HKDF(base_key, salt=ratchetSalt, info=identity) in Python
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# and pass the derived key with KDF_NONE so the Rust FFI uses it directly.
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# This matches Element Call's JS E2EE worker derivation exactly.
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kp = self.lk_room.e2ee_manager.key_provider
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# Bot's own key — pre-derive HKDF then set for outgoing encryption
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bot_frame_key = _hkdf(self._bot_key, _RATCHET_SALT, bot_identity.encode())
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kp.set_key(bot_identity, bot_frame_key, 0)
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logger.info("Set bot frame key for %s (base=%d→derived=%d bytes)",
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bot_identity, len(self._bot_key), len(bot_frame_key))
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# Find the remote participant, wait up to 10s if not yet connected
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remote_identity = None
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for p in self.lk_room.remote_participants.values():
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remote_identity = p.identity
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break
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if not remote_identity:
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logger.info("No remote participant yet, waiting...")
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for _ in range(100):
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await asyncio.sleep(0.1)
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for p in self.lk_room.remote_participants.values():
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remote_identity = p.identity
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break
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if remote_identity:
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break
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# Set ALL known caller keys — pre-derive HKDF(base_key, ratchetSalt, identity).
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# EC encrypts user audio with HKDF(user_base_key, "LKFrameEncryptionKey", user_identity).
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# With KDF_NONE, the Rust FFI uses the key directly, so we must pre-derive.
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if self._caller_all_keys and remote_identity:
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try:
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for idx, base_k in sorted(self._caller_all_keys.items()):
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derived_k = _hkdf(base_k, _RATCHET_SALT, remote_identity.encode())
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kp.set_key(remote_identity, derived_k, idx)
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logger.info("Set caller frame key[%d] for %s (base=%d→derived=%d bytes)",
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idx, remote_identity, len(base_k), len(derived_k))
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# Belt+suspenders: also set via matrix identity if different from LK identity
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if self._caller_identity and self._caller_identity != remote_identity:
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for idx, base_k in sorted(self._caller_all_keys.items()):
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derived_k = _hkdf(base_k, _RATCHET_SALT, self._caller_identity.encode())
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kp.set_key(self._caller_identity, derived_k, idx)
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logger.info("Also set caller keys via matrix identity %s", self._caller_identity)
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except Exception as e:
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logger.warning("Failed to set caller per-participant keys: %s", e)
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elif not self._caller_all_keys:
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logger.warning("No caller E2EE keys — incoming audio will be silence")
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elif not remote_identity:
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logger.warning("No remote participant found — caller keys not set")
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if remote_identity:
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logger.info("Linking to remote participant: %s", remote_identity)
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# Voice pipeline — German male voice (Daniel)
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self._http_session = aiohttp.ClientSession()
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voice_id = os.environ.get("ELEVENLABS_VOICE_ID", DEFAULT_VOICE_ID)
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self.session = AgentSession(
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stt=elevenlabs.STT(api_key=ELEVENLABS_KEY, http_session=self._http_session),
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llm=lk_openai.LLM(base_url=LITELLM_URL, api_key=LITELLM_KEY, model=self.model),
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tts=elevenlabs.TTS(voice_id=voice_id, model="eleven_multilingual_v2",
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api_key=ELEVENLABS_KEY, http_session=self._http_session),
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vad=_get_vad(),
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)
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# Debug: log speech events
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@self.session.on("user_speech_committed")
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def _on_user_speech(msg):
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logger.info("USER_SPEECH: %s", msg.text_content)
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@self.session.on("agent_speech_committed")
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def _on_agent_speech(msg):
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logger.info("AGENT_SPEECH: %s", msg.text_content)
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agent = Agent(instructions=VOICE_PROMPT)
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io_opts = room_io.RoomOptions(
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participant_identity=remote_identity,
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close_on_disconnect=False,
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) if remote_identity else room_io.RoomOptions(close_on_disconnect=False)
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await self.session.start(
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agent=agent,
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room=self.lk_room,
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room_options=io_opts,
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)
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logger.info("Voice pipeline started (voice=%s, linked_to=%s)", voice_id, remote_identity)
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try:
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await asyncio.wait_for(
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self.session.generate_reply(
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instructions="Sage nur: Hallo, wie kann ich helfen?"),
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timeout=30.0)
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logger.info("Greeting sent")
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except asyncio.TimeoutError:
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logger.error("Greeting timed out")
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# Periodic E2EE state poll to diagnose incoming decryption
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_poll_count = 0
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while True:
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await asyncio.sleep(5)
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_poll_count += 1
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if _poll_count % 6 == 0: # Every 30s
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try:
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cryptors = self.lk_room.e2ee_manager.frame_cryptors()
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for c in cryptors:
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logger.info("E2EE_CRYPTOR: identity=%s key_index=%d enabled=%s",
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c.participant_identity, c.key_index, c.enabled)
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except Exception as e:
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logger.debug("frame_cryptors() failed: %s", e)
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except asyncio.CancelledError:
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logger.info("Session cancelled for %s", self.room_id)
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except Exception:
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logger.exception("Session failed for %s", self.room_id)
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