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Author SHA1 Message Date
Florent Chehab fb4f49b5fc fixup! (summary) add multi-tenant support and v2 tasks / API 2026-03-23 17:08:17 +01:00
Florent Chehab 0e390dd1cd (summary) add multi-tenant support and v2 tasks / API
Add multitenancy support to Summary sub-app. The V1 routes / tasks
behave like before, with the default tenant being "meet".

V2 routes / tasks support being called frm any tenant, and don't have
meet related logic.
V2 tasks are created in separate queues to avoid mix / match,i
2026-03-23 16:30:58 +01:00
63 changed files with 1551 additions and 1938 deletions
+2 -3
View File
@@ -306,7 +306,8 @@ jobs:
working-directory: src/summary
env:
APP_API_TOKEN: "test-api-token"
V1_TENANT_ID: 'test-tenant'
AUTHORIZED_TENANTS: '[{"id": "test-tenant", "api_key": "test-api-token", "webhook_url": "https://example.com/webhook", "webhook_api_key": "test-webhook-api-key"}]'
AWS_STORAGE_BUCKET_NAME: "http://meet-media-storage"
AWS_S3_ENDPOINT_URL: "minio:9000"
AWS_S3_ACCESS_KEY_ID: "meet"
@@ -318,8 +319,6 @@ jobs:
LLM_BASE_URL: "https://configure-your-url.com"
LLM_API_KEY: "test-llm-secret"
LLM_MODEL: "test-llm-model"
WEBHOOK_API_TOKEN: "test-webhook-secret"
WEBHOOK_URL: "https://configure-your-url.com"
steps:
- name: Checkout repository
-17
View File
@@ -10,17 +10,6 @@ and this project adheres to
### Changed
- ⬆️(dependencies) update python dependencies
### Fixed
- 🔒️(backend) fix email disclosure in room invitation endpoint #1200
## [1.12.0] - 2026-03-24
### Changed
- ♻️(backend) configurable SESSION_ENGINE #1038 #1154
- ♿️(frontend) fix sidepanel accessibility aria-label #1182
- ♿️(frontend) fix more tools heading hierarchy #1181
- ♿️(fronted) improve button descriptions for More tools actions #1184
@@ -28,17 +17,11 @@ and this project adheres to
- 💄(custom-background) add upload indicator with preview #1183
- ♿️(backend) improve logo accessibility in recording email notification #1092
- ♿️(summary) improve accessibility of transcription download link #1187
- 💄(frontend) show OS-specific shortcut in participant tile hint #1193
- ⬆️(frontend) bump flatted from 3.3.1 to 3.4.2 in /src/frontend #1188
- ⬆️(frontend) bump undici from 6.23.0 to 6.24.1 in /src/frontend
- ⬆️(frontend) bump hono from 4.12.2 to 4.12.7 in /src/frontend
- ⬆️(frontend) bump dompurify from 3.3.1 to 3.3.2 in /src/frontend
### Fixed
- 🐛(frontend) disable personal custom background while deleting #1183
- 🐛(frontend) auto-select new custom background when not logged in #1183
- 🐛(frontend) fix device selection not applying during conference #1156
## [1.11.0] - 2026-03-19
-5
View File
@@ -125,15 +125,10 @@ run-summary: ## start only the summary application and all needed services
@$(COMPOSE) up --force-recreate -d celery-summary-summarize
.PHONY: run-summary
run-agents: ## start the LiveKit agents (metadata collector)
@$(COMPOSE) up --force-recreate -d metadata-collector-dev
.PHONY: run-agents
run:
run: ## start the wsgi (production) and development server
@$(MAKE) run-backend
@$(MAKE) run-summary
@$(MAKE) run-agents
@$(COMPOSE) up --force-recreate -d frontend
.PHONY: run
+1
View File
@@ -101,6 +101,7 @@ k8s_resource('minio-bucket', resource_deps=['minio'])
k8s_resource('meet-backend', resource_deps=['postgresql', 'minio', 'redis', 'livekit-livekit-server'])
k8s_resource('meet-celery-backend', resource_deps=['redis'])
k8s_resource('meet-celery-summarize', resource_deps=['redis'])
k8s_resource('meet-celery-summary-backend', resource_deps=['redis'])
k8s_resource('meet-celery-transcribe', resource_deps=['redis'])
k8s_resource('meet-backend-migrate', resource_deps=['meet-backend'])
k8s_resource('livekit-livekit-server', resource_deps=['redis'])
-23
View File
@@ -246,29 +246,6 @@ services:
depends_on:
- redis
metadata-collector-dev:
build:
context: ./src/agents
command: ["python", "metadata_collector.py", "dev"]
environment:
- LIVEKIT_URL=ws://livekit:7880
- LIVEKIT_API_KEY=devkey
- LIVEKIT_API_SECRET=secret
- AWS_S3_ENDPOINT_URL=minio:9000
- AWS_S3_ACCESS_KEY_ID=meet
- AWS_S3_SECRET_ACCESS_KEY=password
- AWS_STORAGE_BUCKET_NAME=meet-media-storage
- AWS_S3_SECURE_ACCESS=False
volumes:
- ./src/agents:/app
depends_on:
- livekit
- minio
develop:
watch:
- action: rebuild
path: ./src/agents
redis-summary:
image: redis
ports:
-1
View File
@@ -190,7 +190,6 @@ paths:
'403':
$ref: '#/components/responses/ForbiddenError'
/rooms/:
post:
tags:
- Rooms
-1
View File
@@ -113,7 +113,6 @@ paths:
'403':
$ref: '#/components/responses/ForbiddenError'
/rooms/:
post:
tags:
- Rooms
-3
View File
@@ -71,9 +71,6 @@ RECORDING_DOWNLOAD_BASE_URL=http://localhost:3000/recording
# Telephony
ROOM_TELEPHONY_ENABLED=True
# Metadata
METADATA_COLLECTOR_ENABLED=True
FRONTEND_USE_FRENCH_GOV_FOOTER=False
FRONTEND_USE_PROCONNECT_BUTTON=False
-6
View File
@@ -36,12 +36,6 @@
"matchPackageNames": ["django"],
"allowedVersions": "<6.0.0"
},
{
"groupName": "allowed brevo versions",
"matchManagers": ["pep621"],
"matchPackageNames": ["brevo-python"],
"allowedVersions": "<3.0.0"
},
{
"enabled": false,
"groupName": "ignored js dependencies",
+5 -16
View File
@@ -15,30 +15,19 @@ COPY pyproject.toml .
RUN mkdir /install && \
pip install --prefix=/install .
FROM base AS development
WORKDIR /app
COPY pyproject.toml .
RUN pip install --no-cache-dir ".[dev]"
COPY . .
CMD ["python", "metadata_collector.py", "dev"]
FROM base AS production
WORKDIR /app
COPY --from=builder /install /usr/local
# Remove pip to reduce attack surface in production
RUN pip uninstall -y pip
# Un-privileged user running the application
ARG DOCKER_USER
USER ${DOCKER_USER}
COPY ./*.py /app/
# Un-privileged user running the application
COPY --from=builder /install /usr/local
CMD ["python", "multi_user_transcriber.py", "start"]
COPY . .
CMD ["python", "multi-user-transcriber.py", "start"]
-5
View File
@@ -1,5 +0,0 @@
"""Storage parsers specific exceptions."""
class MissingConfigError(Exception):
"""Raised when a variable is not set in configuration."""
-384
View File
@@ -1,384 +0,0 @@
"""Metadata agent that extracts metadata from active room."""
import asyncio
import json
import logging
import os
from dataclasses import asdict, dataclass
from datetime import datetime, timezone
from io import BytesIO
from typing import List, Optional
from dotenv import load_dotenv
from livekit import api, rtc
from livekit.agents import (
Agent,
AgentServer,
AgentSession,
AutoSubscribe,
JobContext,
JobProcess,
JobRequest,
RoomInputOptions,
RoomIO,
RoomOutputOptions,
WorkerPermissions,
cli,
utils,
)
from livekit.plugins import silero
from minio import Minio
from minio.error import S3Error
from exceptions import MissingConfigError
load_dotenv()
logger = logging.getLogger("metadata-collector")
AGENT_NAME = os.getenv("METADATA_COLLECTOR_AGENT_NAME", "metadata-collector")
def prewarm(proc: JobProcess):
"""Preload voice activity detection model."""
proc.userdata["vad"] = silero.VAD.load()
server = AgentServer(
permissions=WorkerPermissions(
can_publish=False,
can_publish_data=False,
can_subscribe=True,
hidden=True,
),
)
server.setup_fnc = prewarm
@dataclass
class MetadataEvent:
"""A single timestamped event recorded during a meeting."""
participant_id: str
type: str
timestamp: datetime
data: Optional[str] = None
def serialize(self) -> dict:
"""Return a JSON-serializable dictionary representation of the event."""
data = asdict(self)
data["timestamp"] = self.timestamp.isoformat()
return data
class VADAgent(Agent):
"""Agent that monitors voice activity for a specific participant."""
def __init__(self, participant_identity: str, events: List):
"""Initialize with a participant identity and shared events list."""
super().__init__(
instructions="not-needed",
)
self.participant_identity = participant_identity
self.events = events
async def on_enter(self) -> None:
"""Initialize VAD monitoring for this participant."""
@self.session.on("user_state_changed")
def on_user_state(event):
timestamp = datetime.now(timezone.utc)
if event.new_state == "speaking":
event = MetadataEvent(
participant_id=self.participant_identity,
type="speech_start",
timestamp=timestamp,
)
self.events.append(event)
elif event.old_state == "speaking":
event = MetadataEvent(
participant_id=self.participant_identity,
type="speech_end",
timestamp=timestamp,
)
self.events.append(event)
class MetadataCollector:
"""Collect meeting events across all participants in a room.
Creates one AgentSession per participant to capture VAD events
(speech start/end), and listens for connection, disconnection,
and chat events. Persists all collected events as JSON to S3
on shutdown.
"""
def __init__(self, ctx: JobContext, recording_id: str):
"""Initialize metadata agent."""
self.minio_client = Minio(
endpoint=os.getenv("AWS_S3_ENDPOINT_URL"),
access_key=os.getenv("AWS_S3_ACCESS_KEY_ID"),
secret_key=os.getenv("AWS_S3_SECRET_ACCESS_KEY"),
secure=os.getenv("AWS_S3_SECURE_ACCESS", "False").lower() == "true",
)
if (bucket_name := os.getenv("AWS_STORAGE_BUCKET_NAME")) is not None:
self.bucket_name = bucket_name
else:
raise MissingConfigError
self.ctx = ctx
self._sessions: dict[str, AgentSession] = {}
self._tasks: set[asyncio.Task] = set()
output_folder = os.getenv("AWS_S3_OUTPUT_FOLDER", "metadata")
self.output_filename = f"{output_folder}/{recording_id}-metadata.json"
# Storage for events
self.events = []
self.participants = {}
logger.info("MetadataCollector initialized")
def start(self):
"""Start listening for room-level events."""
self.ctx.room.on("participant_disconnected", self.on_participant_disconnected)
self.ctx.room.on("participant_name_changed", self.on_participant_name_changed)
self.ctx.room.register_text_stream_handler("lk.chat", self.handle_chat_stream)
logger.info("Started listening for participant events")
async def on_chat_message_received(
self, reader: rtc.TextStreamReader, participant_identity: str
):
"""Read a complete chat message and record it as an event."""
full_text = await reader.read_all()
logger.info(
"Received chat message from %s: '%s'", participant_identity, full_text
)
self.events.append(
MetadataEvent(
participant_id=participant_identity,
type="chat_received",
timestamp=datetime.now(timezone.utc),
data=full_text,
)
)
def handle_chat_stream(self, reader, participant_identity):
"""Schedule async processing of an incoming chat stream."""
task = asyncio.create_task(
self.on_chat_message_received(reader, participant_identity)
)
self._tasks.add(task)
task.add_done_callback(lambda _: self._tasks.remove(task))
def save(self):
"""Serialize collected events and upload as JSON to S3."""
logger.info("Persisting metadata...")
participants = []
for k, v in self.participants.items():
participants.append({"participantId": k, "name": v})
sorted_events = sorted(self.events, key=lambda e: e.timestamp)
payload = {
"events": [event.serialize() for event in sorted_events],
"participants": participants,
}
data = json.dumps(payload, indent=2).encode("utf-8")
stream = BytesIO(data)
try:
self.minio_client.put_object(
self.bucket_name,
self.output_filename,
stream,
length=len(data),
content_type="application/json",
)
logger.info(
"Uploaded speaker meeting metadata",
)
except S3Error:
logger.exception(
"Failed to upload meeting metadata",
)
async def aclose(self):
"""Close all sessions and cleanup resources."""
logger.info("Closing all VAD monitoring sessions…")
await utils.aio.cancel_and_wait(*self._tasks)
await asyncio.gather(
*[self._close_session(session) for session in self._sessions.values()],
return_exceptions=True,
)
self.ctx.room.off("participant_disconnected", self.on_participant_disconnected)
self.ctx.room.off("participant_name_changed", self.on_participant_name_changed)
logger.info("All VAD sessions closed")
self.save()
async def on_participant_entrypoint(
self, ctx: JobContext, participant: rtc.RemoteParticipant
):
"""Handle new participant by starting a VAD monitoring session."""
if participant.identity in self._sessions:
logger.debug("Session already exists for %s", participant.identity)
return
self.events.append(
MetadataEvent(
participant_id=participant.identity,
type="participant_connected",
timestamp=datetime.now(timezone.utc),
)
)
self.participants[participant.identity] = participant.name
logger.info("New participant connected: %s", participant.identity)
try:
session = await self._start_session(participant)
self._sessions[participant.identity] = session
except Exception:
logger.exception("Failed to start session for %s", participant.identity)
def on_participant_disconnected(self, participant: rtc.RemoteParticipant):
"""Handle participant disconnection by closing VAD monitoring."""
self.events.append(
MetadataEvent(
participant_id=participant.identity,
type="participant_disconnected",
timestamp=datetime.now(timezone.utc),
)
)
session = self._sessions.pop(participant.identity, None)
if session is None:
logger.debug("No session found for %s", participant.identity)
return
logger.info("Participant disconnected: %s", participant.identity)
task = asyncio.create_task(self._close_session(session))
self._tasks.add(task)
def on_close_done(_):
self._tasks.discard(task)
logger.info(
"VAD session closed for %s (remaining sessions: %d)",
participant.identity,
len(self._sessions),
)
task.add_done_callback(on_close_done)
def on_participant_name_changed(self, participant: rtc.RemoteParticipant):
"""Update stored participant name when it changes."""
logger.info("Participant's name changed: %s", participant.identity)
self.participants[participant.identity] = participant.name
async def _start_session(self, participant: rtc.RemoteParticipant) -> AgentSession:
"""Create and start VAD monitoring session for participant."""
if participant.identity in self._sessions:
return self._sessions[participant.identity]
# Create session with VAD only - no STT, LLM, or TTS
session = AgentSession(
vad=self.ctx.proc.userdata["vad"],
turn_detection="vad",
user_away_timeout=30.0,
)
# Set up room IO to receive audio from this specific participant
room_io = RoomIO(
agent_session=session,
room=self.ctx.room,
participant=participant,
input_options=RoomInputOptions(
audio_enabled=True,
text_enabled=False,
),
output_options=RoomOutputOptions(
audio_enabled=False,
transcription_enabled=False,
),
)
await room_io.start()
await session.start(
agent=VADAgent(
participant_identity=participant.identity, events=self.events
)
)
return session
async def _close_session(self, session: AgentSession) -> None:
"""Close and cleanup VAD monitoring session."""
try:
await session.drain()
await session.aclose()
except Exception:
logger.exception("Error closing session")
async def handle_job_request(job_req: JobRequest) -> None:
"""Accept or reject the job request based on agent presence in the room."""
room_name = job_req.room.name
recording_id = job_req.job.metadata
agent_identity = f"{AGENT_NAME}-{room_name}"
async with api.LiveKitAPI() as lk:
try:
resp = await lk.room.list_participants(
list=api.ListParticipantsRequest(room=room_name)
)
already_present = any(
p.kind == rtc.ParticipantKind.PARTICIPANT_KIND_AGENT
and p.identity == agent_identity
for p in resp.participants
)
if already_present:
logger.info("Agent already in the room '%s' — reject", room_name)
await job_req.reject()
else:
logger.info(
"Accept job for '%s' — identity=%s", room_name, agent_identity
)
await job_req.accept(identity=agent_identity, metadata=recording_id)
except Exception:
logger.exception("Error treating the job for '%s'", room_name)
await job_req.reject()
@server.rtc_session(agent_name=AGENT_NAME, on_request=handle_job_request)
async def entrypoint(ctx: JobContext):
"""Initialize and run the metadata collector."""
logger.info("Starting metadata agent in room: %s", ctx.room.name)
recording_id = ctx.job.metadata
metadata_collector = MetadataCollector(ctx, recording_id)
metadata_collector.start()
ctx.add_participant_entrypoint(metadata_collector.on_participant_entrypoint)
await ctx.connect(auto_subscribe=AutoSubscribe.AUDIO_ONLY)
async def cleanup():
logger.info("Shutting down metadata collector...")
await metadata_collector.aclose()
ctx.add_shutdown_callback(cleanup)
if __name__ == "__main__":
cli.run_app(server)
+7 -11
View File
@@ -1,26 +1,22 @@
[project]
name = "agents"
version = "1.12.0"
version = "1.11.0"
requires-python = ">=3.12"
dependencies = [
"livekit-agents==1.4.5",
"livekit-plugins-deepgram==1.4.5",
"livekit-plugins-silero==1.4.5",
"livekit-agents==1.3.10",
"livekit-plugins-deepgram==1.3.10",
"livekit-plugins-silero==1.3.10",
"livekit-plugins-kyutai-lasuite==0.0.6",
"python-dotenv==1.2.2",
"protobuf==6.33.5",
"minio==7.2.15"
"python-dotenv==1.2.1",
"protobuf==6.33.5"
]
[project.optional-dependencies]
dev = [
"ruff==0.15.6",
"ruff==0.14.4",
]
[tool.setuptools]
py-modules = ["multi_user_transcriber", "metadata_collector", "exceptions"]
[build-system]
requires = ["setuptools>=61.0"]
build-backend = "setuptools.build_meta"
-14
View File
@@ -44,10 +44,6 @@ from core.recording.event.exceptions import (
)
from core.recording.event.notification import notification_service
from core.recording.event.parsers import get_parser
from core.recording.services.metadata_collector import (
MetadataCollectorException,
MetadataCollectorService,
)
from core.recording.worker.exceptions import (
RecordingStartError,
RecordingStopError,
@@ -340,16 +336,6 @@ class RoomViewSet(
status=drf_status.HTTP_500_INTERNAL_SERVER_ERROR,
)
if settings.METADATA_COLLECTOR_ENABLED and (
recording.mode == models.RecordingModeChoices.TRANSCRIPT
or recording.options.get("transcribe", False)
):
try:
MetadataCollectorService().start(recording)
logger.info("Started MetadataCollectorService")
except MetadataCollectorException:
logger.warning("Failed to start MetadataCollectorService")
return drf_response.Response(
{"message": f"Recording successfully started for room {room.slug}"},
status=drf_status.HTTP_201_CREATED,
@@ -1,7 +1,6 @@
"""Service to notify external services when a new recording is ready."""
import logging
import os
import smtplib
from django.conf import settings
@@ -151,23 +150,22 @@ class NotificationService:
.first()
)
# TODO: change how we get metadata_filename
output_folder = os.getenv("AWS_S3_OUTPUT_FOLDER", "metadata")
metadata_filename = f"{output_folder}/{recording.id}-metadata.json"
if not owner_access:
logger.error("No owner found for recording %s", recording.id)
return False
payload = {
"owner_id": str(owner_access.user.id),
"recording_filename": recording.key,
"metadata_filename": metadata_filename,
"filename": recording.key,
"email": owner_access.user.email,
"sub": owner_access.user.sub,
"room": recording.room.name,
"language": recording.options.get("language"),
"worker_id": recording.worker_id,
"owner_timezone": str(owner_access.user.timezone),
"recording_date": recording.created_at.astimezone(
owner_access.user.timezone
).strftime("%Y-%m-%d"),
"recording_time": recording.created_at.astimezone(
owner_access.user.timezone
).strftime("%H:%M"),
"download_link": f"{get_recording_download_base_url()}/{recording.id}",
"context_language": owner_access.user.language,
}
@@ -1,91 +0,0 @@
"""Meeting metadata collection service."""
from logging import getLogger
from django.conf import settings
from asgiref.sync import async_to_sync, sync_to_async
from livekit.protocol.agent_dispatch import (
CreateAgentDispatchRequest,
)
from core import utils
from core.models import Recording
logger = getLogger(__name__)
class MetadataCollectorException(Exception):
"""Generic exception in the metadata collector."""
class MetadataCollectorService:
"""Service for dispatching and managing the metadata collector agent."""
@async_to_sync
async def start(self, recording: Recording):
"""Explicitly dispatch the metadata collector agent to a room."""
lkapi = utils.create_livekit_client()
room_id = str(recording.room.id)
try:
response = await lkapi.agent_dispatch.create_dispatch(
CreateAgentDispatchRequest(
agent_name=settings.METADATA_COLLECTOR_AGENT_NAME,
room=room_id,
metadata=str(recording.id),
)
)
except Exception as e:
logger.exception(
"Failed to create metadata collector agent for room %s", room_id
)
raise MetadataCollectorException(
"Failed to create metadata collector agent"
) from e
finally:
await lkapi.aclose()
dispatch_id = getattr(response, "id", None)
if not dispatch_id:
logger.error("LiveKit response missing dispatch ID for room %s", room_id)
raise MetadataCollectorException(
f"LiveKit did not return a dispatch_id for room {room_id}"
)
recording.options["metadata_collector_dispatch_id"] = dispatch_id
await sync_to_async(recording.save)(update_fields=["options"])
return dispatch_id
@async_to_sync
async def stop(self, recording: Recording):
"""Stop and delete the agent dispatch associated to the room."""
room_id = str(recording.room.id)
dispatch_id = recording.options.get("metadata_collector_dispatch_id")
lkapi = utils.create_livekit_client()
try:
if not dispatch_id:
logger.warning(
"No metadata collector dispatch ID stored for room %s", room_id
)
return None
await lkapi.agent_dispatch.delete_dispatch(
dispatch_id=str(dispatch_id), room_name=room_id
)
except Exception as e:
logger.exception(
"Failed to stop metadata collector agent dispatch for room %s",
room_id,
)
raise MetadataCollectorException(
f"Failed to stop metadata collector agent for room {room_id}"
) from e
finally:
await lkapi.aclose()
@@ -7,7 +7,6 @@ from logging import getLogger
from livekit import api
from core import models, utils
from core.models import Recording
logger = getLogger(__name__)
@@ -20,7 +19,7 @@ class RecordingEventsService:
"""Handles recording-related LiveKit webhook events."""
@staticmethod
def handle_update(recording: Recording, egress_status):
def handle_update(recording, egress_status):
"""Handle egress status updates and sync recording state to room metadata."""
room_name = str(recording.room.id)
@@ -41,7 +40,7 @@ class RecordingEventsService:
logger.exception("Failed to update room's metadata: %s", e)
@staticmethod
def handle_limit_reached(recording: Recording):
def handle_limit_reached(recording):
"""Stop recording and notify participants when limit is reached."""
recording.status = models.RecordingStatusChoices.STOPPED
+10 -13
View File
@@ -4,7 +4,7 @@ import smtplib
from logging import getLogger
from django.conf import settings
from django.core.mail import EmailMultiAlternatives
from django.core.mail import send_mail
from django.template.loader import render_to_string
from django.utils.translation import get_language, override
from django.utils.translation import gettext_lazy as _
@@ -45,18 +45,15 @@ class InvitationService:
)
) # Force translation
email = EmailMultiAlternatives(
subject=subject,
body=msg_plain,
from_email=settings.EMAIL_FROM,
to=[],
bcc=emails,
)
email.attach_alternative(msg_html, "text/html")
try:
email.send()
send_mail(
subject,
msg_plain,
settings.EMAIL_FROM,
emails,
html_message=msg_html,
fail_silently=False,
)
except smtplib.SMTPException as e:
logger.error("invitations were not sent: %s", e)
logger.error("invitation to %s was not sent: %s", emails, e)
raise InvitationError("Could not send invitation") from e
+1 -13
View File
@@ -12,10 +12,6 @@ from django.conf import settings
from livekit import api
from core import models, utils
from core.recording.services.metadata_collector import (
MetadataCollectorException,
MetadataCollectorService,
)
from core.recording.services.recording_events import (
RecordingEventsError,
RecordingEventsService,
@@ -162,7 +158,7 @@ class LiveKitEventsService:
"""Handle 'egress_ended' event."""
try:
recording = models.Recording.objects.select_related("room").get(
recording = models.Recording.objects.get(
worker_id=data.egress_info.egress_id
)
except models.Recording.DoesNotExist as err:
@@ -178,14 +174,6 @@ class LiveKitEventsService:
except utils.MetadataUpdateException as e:
logger.exception("Failed to update room's metadata: %s", e)
if settings.METADATA_COLLECTOR_ENABLED and recording.options.get(
"metadata_collector_dispatch_id"
):
try:
MetadataCollectorService().stop(recording)
except MetadataCollectorException:
logger.warning("Failed to stop the MetadataCollectorService")
if (
data.egress_info.status == api.EgressStatus.EGRESS_LIMIT_REACHED
and recording.status == models.RecordingStatusChoices.ACTIVE
@@ -240,9 +240,10 @@ def test_api_rooms_invite_error(mock_invite_to_room):
mock_invite_to_room.assert_called_once()
@mock.patch("core.services.invitation.EmailMultiAlternatives")
def test_api_rooms_invite_success(mock_email_class, settings):
@mock.patch("core.services.invitation.send_mail")
def test_api_rooms_invite_success(mock_send_mail, settings):
"""Test privileged users should successfully send invitation emails."""
settings.EMAIL_BRAND_NAME = "ACME"
settings.EMAIL_LOGO_IMG = "https://acme.com/logo"
settings.EMAIL_APP_BASE_URL = "https://acme.com"
@@ -254,6 +255,7 @@ def test_api_rooms_invite_success(mock_email_class, settings):
user = UserFactory()
room.accesses.create(user=user, role=random.choice(["administrator", "owner"]))
client.force_login(user)
data = {"emails": ["fabien@yopmail.com", "gerald@yopmail.com"]}
@@ -267,38 +269,26 @@ def test_api_rooms_invite_success(mock_email_class, settings):
assert response.status_code == 200
assert response.json() == {"status": "success", "message": "invitations sent"}
mock_email_class.assert_called_once()
mock_send_mail.assert_called_once()
# Check constructor arguments
call_kwargs = mock_email_class.call_args[1] # EmailMultiAlternatives(**kwargs)
subject, body, sender, recipients = mock_send_mail.call_args[0]
assert call_kwargs["subject"] == (
f"Video call in progress: {user.email} is waiting for you to connect"
)
assert call_kwargs["from_email"] == "notifications@acme.com"
assert call_kwargs["to"] == []
assert sorted(call_kwargs["bcc"]) == sorted(
["fabien@yopmail.com", "gerald@yopmail.com"]
assert (
subject == f"Video call in progress: {user.email} is waiting for you to connect"
)
# Check plain text body
plain_body = call_kwargs["body"]
# Verify email contains expected content
required_content = [
"ACME",
"https://acme.com/logo",
f"https://acme.com/{room.slug}",
f"acme.com/{room.slug}",
"ACME", # Brand name
"https://acme.com/logo", # Logo URL
f"https://acme.com/{room.slug}", # Room url
f"acme.com/{room.slug}", # Room link
]
for content in required_content:
assert content in plain_body
# Check HTML alternative was attached
mock_instance = mock_email_class.return_value
mock_instance.attach_alternative.assert_called_once()
html_body, mimetype = mock_instance.attach_alternative.call_args[0]
assert mimetype == "text/html"
for content in required_content:
assert content in html_body
assert content in body
# Check send was called
mock_instance.send.assert_called_once()
assert sender == "notifications@acme.com"
# Verify all owners received the email (order-independent comparison)
assert sorted(recipients) == sorted(["fabien@yopmail.com", "gerald@yopmail.com"])
@@ -277,7 +277,6 @@ def test_start_recording_options_transcribe_valid_true(
):
"""Should accept transcribe with any valid pydantic true values."""
settings.RECORDING_ENABLE = True
settings.METADATA_COLLECTOR_ENABLED = False
room = RoomFactory()
user = UserFactory()
room.accesses.create(user=user, role="owner")
@@ -488,87 +487,6 @@ def test_start_recording_options_original_mode_omitted(
assert recording.options == {}
def test_start_recording_calls_metadata_collector_start(
settings, mock_worker_service_factory, mock_worker_manager
):
"""Should call MetadataCollectorService.start when conditions are met."""
settings.RECORDING_ENABLE = True
settings.METADATA_COLLECTOR_ENABLED = True
room = RoomFactory()
user = UserFactory()
room.accesses.create(user=user, role="owner")
client = APIClient()
client.force_login(user)
with mock.patch(
"core.api.viewsets.MetadataCollectorService"
) as mock_collector_class:
mock_collector = mock.Mock()
mock_collector_class.return_value = mock_collector
response = client.post(
f"/api/v1.0/rooms/{room.id}/start-recording/",
{"mode": "screen_recording", "options": {"transcribe": True}},
format="json",
)
assert response.status_code == 201
recording = Recording.objects.get(room=room)
mock_collector.start.assert_called_once_with(recording)
@pytest.mark.parametrize(
"metadata_enabled,transcribe",
[
(False, True),
(False, False),
(True, False),
(True, None),
],
)
def test_start_recording_does_not_call_metadata_collector_start_when_conditions_not_met(
settings,
mock_worker_service_factory,
mock_worker_manager,
metadata_enabled,
transcribe,
):
"""Should not call MetadataCollectorService.start when conditions are not met."""
settings.RECORDING_ENABLE = True
settings.METADATA_COLLECTOR_ENABLED = metadata_enabled
room = RoomFactory()
user = UserFactory()
room.accesses.create(user=user, role="owner")
client = APIClient()
client.force_login(user)
options = {}
if transcribe is not None:
options["transcribe"] = transcribe
with mock.patch(
"core.api.viewsets.MetadataCollectorService"
) as mock_collector_class:
mock_collector = mock.Mock()
mock_collector_class.return_value = mock_collector
response = client.post(
f"/api/v1.0/rooms/{room.id}/start-recording/",
{"mode": "screen_recording", "options": options}
if options
else {"mode": "screen_recording"},
format="json",
)
assert response.status_code == 201
mock_collector.start.assert_not_called()
@pytest.mark.parametrize("value", ["invalid_mode", "foo", 123, "SCREEN_RECORDING"])
def test_start_recording_options_original_mode_invalid(settings, value):
"""Should reject invalid recording mode values for original_mode."""
@@ -269,63 +269,6 @@ def test_handle_egress_ended_recording_not_limit_reached(
assert recording.status == "stopped"
@mock.patch("core.services.livekit_events.MetadataCollectorService")
@mock.patch("core.utils.update_room_metadata")
def test_handle_egress_ended_calls_metadata_collector_stop_when_conditions_are_met(
mock_update_room_metadata, mock_collector_class, service, settings
):
"""Should call MetadataCollectorService.stop when it exists."""
settings.METADATA_COLLECTOR_ENABLED = True
recording = RecordingFactory(
worker_id="worker-1",
status="active",
options={"metadata_collector_dispatch_id": "dispatch-123"},
)
mock_data = mock.MagicMock()
mock_data.egress_info.egress_id = recording.worker_id
mock_data.egress_info.status = EgressStatus.EGRESS_COMPLETE
mock_collector = mock.Mock()
mock_collector_class.return_value = mock_collector
service._handle_egress_ended(mock_data)
mock_collector.stop.assert_called_once_with(recording)
@pytest.mark.parametrize(
"metadata_enabled,options",
[
(True, {}),
(False, {}),
],
)
@mock.patch("core.services.livekit_events.MetadataCollectorService")
@mock.patch("core.utils.update_room_metadata")
def test_handle_egress_ended_does_not_call_metadata_collector_stop_when_conditions_not_met(
_, mock_collector_class, metadata_enabled, options, service, settings
): # pylint: disable=too-many-arguments,too-many-positional-arguments
"""Should not call MetadataCollectorService.stop when it does not exist."""
settings.METADATA_COLLECTOR_ENABLED = metadata_enabled
recording = RecordingFactory(
worker_id="worker-1",
status="active",
options=options,
)
mock_data = mock.MagicMock()
mock_data.egress_info.egress_id = recording.worker_id
mock_data.egress_info.status = EgressStatus.EGRESS_COMPLETE
mock_collector = mock.Mock()
mock_collector_class.return_value = mock_collector
service._handle_egress_ended(mock_data)
mock_collector.stop.assert_not_called()
@mock.patch.object(LobbyService, "clear_room_cache")
@mock.patch.object(TelephonyService, "delete_dispatch_rule")
def test_handle_room_finished_clears_cache_and_deletes_dispatch_rule(
+1 -15
View File
@@ -452,11 +452,7 @@ class Base(Configuration):
CELERY_BROKER_TRANSPORT_OPTIONS = values.DictValue({}, environ_prefix=None)
# Session
SESSION_ENGINE = values.Value(
default="django.contrib.sessions.backends.cache",
environ_name="SESSION_ENGINE",
environ_prefix=None,
)
SESSION_ENGINE = "django.contrib.sessions.backends.cache"
SESSION_CACHE_ALIAS = "default"
SESSION_COOKIE_AGE = values.PositiveIntegerValue(
default=60 * 60 * 12, environ_name="SESSION_COOKIE_AGE", environ_prefix=None
@@ -808,16 +804,6 @@ class Base(Configuration):
environ_prefix=None,
)
# Metadata collector settings
METADATA_COLLECTOR_ENABLED = values.BooleanValue(
False, environ_name="METADATA_COLLECTOR_ENABLED", environ_prefix=None
)
METADATA_COLLECTOR_AGENT_NAME = values.Value(
"metadata-collector",
environ_name="METADATA_COLLECTOR_AGENT_NAME",
environ_prefix=None,
)
# External Applications
APPLICATION_CLIENT_ID_LENGTH = values.PositiveIntegerValue(
40,
+15 -20
View File
@@ -7,7 +7,7 @@ build-backend = "uv_build"
[project]
name = "meet"
version = "1.12.0"
version = "1.11.0"
authors = [{ "name" = "DINUM", "email" = "dev@mail.numerique.gouv.fr" }]
classifiers = [
"Development Status :: 5 - Production/Stable",
@@ -24,16 +24,16 @@ keywords = ["Django", "Contacts", "Templates", "RBAC"]
license = "MIT"
requires-python = ">=3.13"
dependencies = [
"boto3==1.42.68",
"boto3==1.42.49",
"Brotli==1.2.0",
"brevo-python==1.2.0",
"celery[redis]==5.6.2",
"dj-database-url==3.1.2",
"dj-database-url==3.1.0",
"django-configurations==2.5.1",
"django-cors-headers==4.9.0",
"django-countries==8.2.0",
"django-filter==25.2",
"django-lasuite[all]==0.0.25",
"django-lasuite[all]==0.0.24",
"django-parler==2.3",
"redis==5.2.1",
"django-redis==6.0.0",
@@ -43,21 +43,21 @@ dependencies = [
"django==5.2.12",
"djangorestframework==3.16.1",
"drf_spectacular==0.29.0",
"dockerflow==2026.3.4",
"dockerflow==2026.1.26",
"easy_thumbnails==2.10.1",
"factory_boy==3.3.3",
"gunicorn==25.1.0",
"jsonschema==4.26.0",
"markdown==3.10.2",
"nested-multipart-parser==1.6.0",
"psycopg[binary]==3.3.3",
"pydantic==2.12.5",
"PyJWT==2.12.1",
"psycopg[binary]==3.3.2",
"pydantic==2.12.4",
"PyJWT==2.12.0",
"python-frontmatter==1.1.0",
"python-magic==0.4.27",
"requests==2.32.5",
"sentry-sdk==2.54.0",
"whitenoise==6.12.0",
"sentry-sdk==2.53.0",
"whitenoise==6.11.0",
"mozilla-django-oidc==5.0.2",
"livekit-api==1.1.0",
"aiohttp==3.13.3",
@@ -72,11 +72,11 @@ dependencies = [
[dependency-groups]
dev = [
"django-extensions==4.1",
"drf-spectacular-sidecar==2026.3.1",
"drf-spectacular-sidecar==2026.1.1",
"freezegun==1.5.5",
"ipdb==0.13.13",
"ipython==9.11.0",
"pyfakefs==6.1.5",
"ipython==9.10.0",
"pyfakefs==6.1.1",
"pylint-django==2.7.0",
"pylint<4.0.0",
"pytest-cov==7.0.0",
@@ -84,17 +84,12 @@ dev = [
"pytest==9.0.2",
"pytest-icdiff==0.9",
"pytest-xdist==3.8.0",
"responses==0.26.0",
"ruff==0.15.6",
"responses==0.25.8",
"ruff==0.15.1",
"types-requests==2.32.4.20260107",
]
[tool.uv.build-backend]
module-name = [
"core",
"demo",
"meet"
]
module-root = ""
source-exclude = [
"**/tests/**",
+99 -99
View File
@@ -159,30 +159,30 @@ wheels = [
[[package]]
name = "boto3"
version = "1.42.68"
version = "1.42.49"
source = { registry = "https://pypi.org/simple" }
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version = "1.42.64"
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@@ -545,14 +545,14 @@ wheels = [
[[package]]
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version = "3.1.0"
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{ name = "django" },
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@@ -633,7 +633,7 @@ wheels = [
[[package]]
name = "django-lasuite"
version = "0.0.25"
version = "0.0.24"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "django" },
@@ -644,9 +644,9 @@ dependencies = [
{ name = "requests" },
{ name = "requests-toolbelt" },
]
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[package.optional-dependencies]
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@@ -1,7 +1,7 @@
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@@ -31,8 +31,6 @@ import { FullScreenShareWarning } from './FullScreenShareWarning'
import { ParticipantName } from './ParticipantName'
import { getParticipantName } from '@/features/rooms/utils/getParticipantName'
import { useTranslation } from 'react-i18next'
import { getShortcutDescriptorById } from '@/features/shortcuts/catalog'
import { formatShortcutLabel } from '@/features/shortcuts/formatLabels'
import { KeyboardShortcutHint } from './KeyboardShortcutHint'
export function TrackRefContextIfNeeded(
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)}
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</TrackRefContextIfNeeded>
<KeyboardShortcutHint>
{t('toolbarHint', {
shortcut: formatShortcutLabel(
getShortcutDescriptorById('open-shortcuts')?.shortcut
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<KeyboardShortcutHint>{t('toolbarHint')}</KeyboardShortcutHint>
</div>
)
})
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placeholder={items.length === 0 ? t('loading') : t('select')}
selectedKey={selectedKey}
onSelectionChange={async (key) => {
onSelectionChange={(key) => {
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await setActiveMediaDevice(key as string)
onSubmit?.(key as string)
setActiveMediaDevice(key as string)
}}
{...props}
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View File
@@ -620,7 +620,7 @@
},
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"toolbarHint": "Ctrl+Shift+/: Direkt auf die Tastenkürzel zugreifen.",
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View File
@@ -619,7 +619,7 @@
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"containerLabel": "Options for {{name}}",
"toolbarHint": "{{shortcut}}: access shortcuts directly.",
"toolbarHint": "Ctrl+Shift+/: access shortcuts directly.",
"pin": {
"enable": "Pin",
"disable": "Unpin"
+1 -1
View File
@@ -619,7 +619,7 @@
},
"participantTileFocus": {
"containerLabel": "Options pour {{name}}",
"toolbarHint": "{{shortcut}} : accéder directement aux raccourcis.",
"toolbarHint": "Ctrl+Shift+/ : accéder directement aux raccourcis.",
"pin": {
"enable": "Épingler",
"disable": "Annuler l'épinglage"
+1 -1
View File
@@ -619,7 +619,7 @@
},
"participantTileFocus": {
"containerLabel": "Opties voor {{name}}",
"toolbarHint": "{{shortcut}}: direct toegang tot de sneltoetsen.",
"toolbarHint": "Ctrl+Shift+/: direct toegang tot de sneltoetsen.",
"pin": {
"enable": "Pinnen",
"disable": "Losmaken"
@@ -85,7 +85,6 @@ backend:
AWS_S3_DOMAIN_REPLACE: https://minio.127.0.0.1.nip.io
CELERY_ENABLED: True
CELERY_BROKER_URL: redis://default:pass@redis-master:6379/1
METADATA_COLLECTOR_ENABLED: True
migrate:
@@ -169,6 +168,7 @@ summary:
AWS_S3_ACCESS_KEY_ID: meet
AWS_S3_SECRET_ACCESS_KEY: password
AWS_S3_SECURE_ACCESS: False
AUTHORIZED_TENANTS: '[{"id": "dictaphone", "api_key": "dictaphone_token", "webhook_url": "http://dictaphone-backend.dictaphone.svc.cluster.local/api/v1.0/files/ai-webhook/", "webhook_api_key": "token_summary"}]'
WHISPERX_API_KEY: your-secret-value
WHISPERX_BASE_URL: https://configure-your-url.com
WHISPERX_ASR_MODEL: large-v2
@@ -206,6 +206,7 @@ celeryTranscribe:
AWS_S3_ACCESS_KEY_ID: meet
AWS_S3_SECRET_ACCESS_KEY: password
AWS_S3_SECURE_ACCESS: False
AUTHORIZED_TENANTS: '[{"id": "dictaphone", "api_key": "dictaphone_token", "webhook_url": "http://dictaphone-backend.dictaphone.svc.cluster.local/api/v1.0/files/ai-webhook/", "webhook_api_key": "token_summary"}]'
WHISPERX_API_KEY: your-secret-value
WHISPERX_BASE_URL: https://configure-your-url.com
WHISPERX_ASR_MODEL: large-v2
@@ -232,7 +233,7 @@ celeryTranscribe:
- "--pool=solo"
- "--loglevel=info"
- "-Q"
- "transcribe-queue"
- "transcribe-queue,transcribe-queue-v2"
celerySummarize:
replicas: 1
@@ -244,6 +245,7 @@ celerySummarize:
AWS_S3_ACCESS_KEY_ID: meet
AWS_S3_SECRET_ACCESS_KEY: password
AWS_S3_SECURE_ACCESS: False
AUTHORIZED_TENANTS: '[{"id": "dictaphone", "api_key": "dictaphone_token", "webhook_url": "http://dictaphone-backend.dictaphone.svc.cluster.local/api/v1.0/files/ai-webhook/", "webhook_api_key": "token_summary"}]'
WHISPERX_API_KEY: your-secret-value
WHISPERX_BASE_URL: https://configure-your-url.com
WHISPERX_ASR_MODEL: large-v2
@@ -270,7 +272,46 @@ celerySummarize:
- "--pool=solo"
- "--loglevel=info"
- "-Q"
- "summarize-queue"
- "summarize-queue,summarize-queue-v2"
celerySummaryBackend:
replicas: 1
envVars:
APP_NAME: summary-microservice
APP_API_TOKEN: password
AWS_STORAGE_BUCKET_NAME: meet-media-storage
AWS_S3_ENDPOINT_URL: http://minio.meet.svc.cluster.local:9000/
AWS_S3_ACCESS_KEY_ID: meet
AWS_S3_SECRET_ACCESS_KEY: password
AWS_S3_SECURE_ACCESS: False
AUTHORIZED_TENANTS: '[{"id": "dictaphone", "api_key": "dictaphone_token", "webhook_url": "http://dictaphone-backend.dictaphone.svc.cluster.local/api/v1.0/files/ai-webhook/", "webhook_api_key": "token_summary"}]'
WHISPERX_API_KEY: your-secret-value
WHISPERX_BASE_URL: https://configure-your-url.com
WHISPERX_ASR_MODEL: large-v2
WHISPERX_DEFAULT_LANGUAGE: fr
LLM_BASE_URL: https://configure-your-url.com
LLM_API_KEY: your-secret-value
LLM_MODEL: meta-llama/Llama-3.1-8B-Instruct
WEBHOOK_API_TOKEN: password
WEBHOOK_URL: https://www.mock-impress.com/webhook/
CELERY_BROKER_URL: redis://default:pass@redis-master:6379/1
CELERY_RESULT_BACKEND: redis://default:pass@redis-master:6379/1
TASK_TRACKER_REDIS_URL: redis://default:pass@redis-master:6379/1
image:
repository: localhost:5001/meet-summary
pullPolicy: Always
tag: "latest"
command:
- "celery"
- "-A"
- "summary.core.celery_worker"
- "worker"
- "--pool=solo"
- "--loglevel=info"
- "-Q"
- "call-webhook-queue-v2"
agents:
replicas: 1
@@ -283,23 +324,12 @@ agents:
{{- end }}
{{- end }}
ENABLE_SILERO_VAD: "false"
AWS_S3_ENDPOINT_URL: minio.meet.svc.cluster.local:9000
AWS_S3_ACCESS_KEY_ID: meet
AWS_S3_SECRET_ACCESS_KEY: password
AWS_S3_SECURE_ACCESS: False
AWS_STORAGE_BUCKET_NAME: meet-media-storage
AWS_S3_OUTPUT_FOLDER: recordings
image:
repository: localhost:5001/meet-agents
pullPolicy: Always
tag: "latest"
command:
- "python"
- "metadata_collector.py"
- "start"
# Extra volume mounts to manage our local custom CA and avoid to disable ssl
extraVolumeMounts:
- name: certs
+10
View File
@@ -202,6 +202,16 @@ Requires top level scope
{{ include "meet.fullname" . }}-celery-summarize
{{- end }}
{{/*
Full name for the Celery Summary Backend
Requires top level scope
*/}}
{{- define "meet.celerySummaryBackend.fullname" -}}
{{ include "meet.fullname" . }}-celery-summary-backend
{{- end }}
{{/*
Full name for the agents
@@ -0,0 +1,153 @@
{{- $envVars := include "meet.common.env" (list . .Values.celerySummaryBackend) -}}
{{- $fullName := include "meet.celerySummaryBackend.fullname" . -}}
{{- $component := "celery-summary-backend" -}}
apiVersion: apps/v1
kind: Deployment
metadata:
name: {{ $fullName }}
annotations:
{{- with .Values.celerySummaryBackend.dpAnnotations }}
{{- toYaml . | nindent 4 }}
{{- end }}
namespace: {{ .Release.Namespace | quote }}
labels:
{{- include "meet.common.labels" (list . $component) | nindent 4 }}
spec:
replicas: {{ .Values.celerySummaryBackend.replicas }}
selector:
matchLabels:
{{- include "meet.common.selectorLabels" (list . $component) | nindent 6 }}
template:
metadata:
annotations:
{{- with .Values.celerySummaryBackend.podAnnotations }}
{{- toYaml . | nindent 8 }}
{{- end }}
labels:
{{- include "meet.common.selectorLabels" (list . $component) | nindent 8 }}
spec:
{{- if $.Values.image.credentials }}
imagePullSecrets:
- name: {{ include "meet.secret.dockerconfigjson.name" (dict "fullname" (include "meet.fullname" .) "imageCredentials" $.Values.image.credentials) }}
{{- end }}
shareProcessNamespace: {{ .Values.celerySummaryBackend.shareProcessNamespace }}
containers:
{{- with .Values.celerySummaryBackend.sidecars }}
{{- toYaml . | nindent 8 }}
{{- end }}
- name: {{ .Chart.Name }}
image: "{{ (.Values.celerySummaryBackend.image | default dict).repository | default .Values.image.repository }}:{{ (.Values.celerySummaryBackend.image | default dict).tag | default .Values.image.tag }}"
imagePullPolicy: {{ (.Values.celerySummaryBackend.image | default dict).pullPolicy | default .Values.image.pullPolicy }}
{{- with .Values.celerySummaryBackend.command }}
command:
{{- toYaml . | nindent 12 }}
{{- end }}
{{- with .Values.celerySummaryBackend.args }}
args:
{{- toYaml . | nindent 12 }}
{{- end }}
env:
{{- if $envVars }}
{{- $envVars | indent 12 }}
{{- end }}
{{- with .Values.celerySummaryBackend.securityContext }}
securityContext:
{{- toYaml . | nindent 12 }}
{{- end }}
ports:
- name: http
containerPort: {{ .Values.celerySummaryBackend.service.targetPort }}
protocol: TCP
{{- if .Values.celerySummaryBackend.probes.liveness }}
livenessProbe:
{{- include "meet.probes.abstract" (merge .Values.celerySummaryBackend.probes.liveness (dict "targetPort" .Values.celerySummaryBackend.service.targetPort )) | nindent 12 }}
{{- end }}
{{- if .Values.celerySummaryBackend.probes.readiness }}
readinessProbe:
{{- include "meet.probes.abstract" (merge .Values.celerySummaryBackend.probes.readiness (dict "targetPort" .Values.celerySummaryBackend.service.targetPort )) | nindent 12 }}
{{- end }}
{{- if .Values.celerySummaryBackend.probes.startup }}
startupProbe:
{{- include "meet.probes.abstract" (merge .Values.celerySummaryBackend.probes.startup (dict "targetPort" .Values.celerySummaryBackend.service.targetPort )) | nindent 12 }}
{{- end }}
{{- with .Values.celerySummaryBackend.resources }}
resources:
{{- toYaml . | nindent 12 }}
{{- end }}
volumeMounts:
{{- range $index, $value := .Values.mountFiles }}
- name: "files-{{ $index }}"
mountPath: {{ $value.path }}
subPath: content
{{- end }}
{{- range $name, $volume := .Values.celerySummaryBackend.persistence }}
- name: "{{ $name }}"
mountPath: "{{ $volume.mountPath }}"
{{- end }}
{{- range .Values.celerySummaryBackend.extraVolumeMounts }}
- name: {{ .name }}
mountPath: {{ .mountPath }}
subPath: {{ .subPath | default "" }}
readOnly: {{ .readOnly }}
{{- end }}
{{- with .Values.celerySummaryBackend.nodeSelector }}
nodeSelector:
{{- toYaml . | nindent 8 }}
{{- end }}
{{- with .Values.celerySummaryBackend.affinity }}
affinity:
{{- toYaml . | nindent 8 }}
{{- end }}
{{- with .Values.celerySummaryBackend.tolerations }}
tolerations:
{{- toYaml . | nindent 8 }}
{{- end }}
volumes:
{{- range $index, $value := .Values.mountFiles }}
- name: "files-{{ $index }}"
configMap:
name: "{{ include "meet.fullname" $ }}-files-{{ $index }}"
{{- end }}
{{- range $name, $volume := .Values.celerySummaryBackend.persistence }}
- name: "{{ $name }}"
{{- if eq $volume.type "emptyDir" }}
emptyDir: {}
{{- else }}
persistentVolumeClaim:
claimName: "{{ $fullName }}-{{ $name }}"
{{- end }}
{{- end }}
{{- range .Values.celerySummaryBackend.extraVolumes }}
- name: {{ .name }}
{{- if .existingClaim }}
persistentVolumeClaim:
claimName: {{ .existingClaim }}
{{- else if .hostPath }}
hostPath:
{{ toYaml .hostPath | nindent 12 }}
{{- else if .csi }}
csi:
{{- toYaml .csi | nindent 12 }}
{{- else if .configMap }}
configMap:
{{- toYaml .configMap | nindent 12 }}
{{- else if .emptyDir }}
emptyDir:
{{- toYaml .emptyDir | nindent 12 }}
{{- else }}
emptyDir: {}
{{- end }}
{{- end }}
---
{{ if .Values.celerySummaryBackend.pdb.enabled }}
apiVersion: policy/v1
kind: PodDisruptionBudget
metadata:
name: {{ $fullName }}
namespace: {{ .Release.Namespace | quote }}
spec:
maxUnavailable: 1
selector:
matchLabels:
{{- include "meet.common.selectorLabels" (list . $component) | nindent 6 }}
{{ end }}
+112 -2
View File
@@ -738,7 +738,7 @@ celeryTranscribe:
- "--pool=solo"
- "--loglevel=info"
- "-Q"
- "transcribe-queue"
- "transcribe-queue,transcribe-queue-v2"
## @param celeryTranscribe.args Override the celeryTranscribe container args
args: []
@@ -847,7 +847,7 @@ celerySummarize:
- "--pool=solo"
- "--loglevel=info"
- "-Q"
- "summarize-queue"
- "summarize-queue,summarize-queue-v2"
## @param celerySummarize.args Override the celerySummarize container args
args: []
@@ -933,6 +933,116 @@ celerySummarize:
pdb:
enabled: false
## @section celerySummaryBackend
celerySummaryBackend:
## @param celerySummaryBackend.image.repository Repository to use to pull meet's celerySummaryBackend container image
## @param celerySummaryBackend.image.tag meet's celerySummaryBackend container tag
## @param celerySummaryBackend.image.pullPolicy celerySummaryBackend container image pull policy
image:
repository: lasuite/meet-summary
pullPolicy: IfNotPresent
tag: "latest"
## @param celerySummaryBackend.dpAnnotations Annotations to add to the celerySummaryBackend Deployment
dpAnnotations: {}
## @param celerySummaryBackend.command Override the celerySummaryBackend container command
command:
- "celery"
- "-A"
- "summary.core.celery_worker"
- "worker"
- "--pool=solo"
- "--loglevel=info"
- "-Q"
- "call-webhook-queue-v2"
## @param celerySummaryBackend.args Override the celerySummaryBackend container args
args: []
## @param celerySummaryBackend.replicas Amount of celerySummaryBackend replicas
replicas: 1
## @param celerySummaryBackend.shareProcessNamespace Enable share process namespace between containers
shareProcessNamespace: false
## @param celerySummaryBackend.sidecars Add sidecars containers to celerySummaryBackend deployment
sidecars: []
## @param celerySummaryBackend.migrateJobAnnotations Annotations for the migrate job
migrateJobAnnotations: {}
## @param celerySummaryBackend.securityContext Configure celerySummaryBackend Pod security context
securityContext: null
## @param celerySummaryBackend.envVars Configure celerySummaryBackend container environment variables
## @extra celerySummaryBackend.envVars.BY_VALUE Example environment variable by setting value directly
## @extra celerySummaryBackend.envVars.FROM_CONFIGMAP.configMapKeyRef.name Name of a ConfigMap when configuring env vars from a ConfigMap
## @extra celerySummaryBackend.envVars.FROM_CONFIGMAP.configMapKeyRef.key Key within a ConfigMap when configuring env vars from a ConfigMap
## @extra celerySummaryBackend.envVars.FROM_SECRET.secretKeyRef.name Name of a Secret when configuring env vars from a Secret
## @extra celerySummaryBackend.envVars.FROM_SECRET.secretKeyRef.key Key within a Secret when configuring env vars from a Secret
## @skip celerySummaryBackend.envVars
envVars:
<<: *commonEnvVars
## @param celerySummaryBackend.podAnnotations Annotations to add to the celerySummaryBackend Pod
podAnnotations: {}
## @param celerySummaryBackend.service.type celerySummaryBackend Service type
## @param celerySummaryBackend.service.port celerySummaryBackend Service listening port
## @param celerySummaryBackend.service.targetPort celerySummaryBackend container listening port
## @param celerySummaryBackend.service.annotations Annotations to add to the celerySummaryBackend Service
service:
type: ClusterIP
port: 80
targetPort: 8000
annotations: {}
## @param celerySummaryBackend.probes Configure celerySummaryBackend probes
## @param celerySummaryBackend.probes.liveness.path [nullable] Configure path for celerySummaryBackend HTTP liveness probe
## @param celerySummaryBackend.probes.liveness.targetPort [nullable] Configure port for celerySummaryBackend HTTP liveness probe
## @param celerySummaryBackend.probes.liveness.initialDelaySeconds [nullable] Configure initial delay for celerySummaryBackend liveness probe
## @param celerySummaryBackend.probes.liveness.initialDelaySeconds [nullable] Configure timeout for celerySummaryBackend liveness probe
## @param celerySummaryBackend.probes.startup.path [nullable] Configure path for celerySummaryBackend HTTP startup probe
## @param celerySummaryBackend.probes.startup.targetPort [nullable] Configure port for celerySummaryBackend HTTP startup probe
## @param celerySummaryBackend.probes.startup.initialDelaySeconds [nullable] Configure initial delay for celerySummaryBackend startup probe
## @param celerySummaryBackend.probes.startup.initialDelaySeconds [nullable] Configure timeout for celerySummaryBackend startup probe
## @param celerySummaryBackend.probes.readiness.path [nullable] Configure path for celerySummaryBackend HTTP readiness probe
## @param celerySummaryBackend.probes.readiness.targetPort [nullable] Configure port for celerySummaryBackend HTTP readiness probe
## @param celerySummaryBackend.probes.readiness.initialDelaySeconds [nullable] Configure initial delay for celerySummaryBackend readiness probe
## @param celerySummaryBackend.probes.readiness.initialDelaySeconds [nullable] Configure timeout for celerySummaryBackend readiness probe
probes: {}
## @param celerySummaryBackend.resources Resource requirements for the celerySummaryBackend container
resources: {}
## @param celerySummaryBackend.nodeSelector Node selector for the celerySummaryBackend Pod
nodeSelector: {}
## @param celerySummaryBackend.tolerations Tolerations for the celerySummaryBackend Pod
tolerations: []
## @param celerySummaryBackend.affinity Affinity for the celerySummaryBackend Pod
affinity: {}
## @param celerySummaryBackend.persistence Additional volumes to create and mount on the celerySummaryBackend. Used for debugging purposes
## @extra celerySummaryBackend.persistence.volume-name.size Size of the additional volume
## @extra celerySummaryBackend.persistence.volume-name.type Type of the additional volume, persistentVolumeClaim or emptyDir
## @extra celerySummaryBackend.persistence.volume-name.mountPath Path where the volume should be mounted to
persistence: {}
## @param celerySummaryBackend.extraVolumeMounts Additional volumes to mount on the celerySummaryBackend.
extraVolumeMounts: []
## @param celerySummaryBackend.extraVolumes Additional volumes to mount on the celerySummaryBackend.
extraVolumes: []
## @param celerySummaryBackend.pdb.enabled Enable pdb on celerySummaryBackend
pdb:
enabled: false
## @section agents
agents:
+2 -2
View File
@@ -1,12 +1,12 @@
{
"name": "mail_mjml",
"version": "1.12.0",
"version": "1.11.0",
"lockfileVersion": 3,
"requires": true,
"packages": {
"": {
"name": "mail_mjml",
"version": "1.12.0",
"version": "1.11.0",
"license": "MIT",
"dependencies": {
"@html-to/text-cli": "0.5.4",
+1 -1
View File
@@ -1,6 +1,6 @@
{
"name": "mail_mjml",
"version": "1.12.0",
"version": "1.11.0",
"description": "An util to generate html and text django's templates from mjml templates",
"type": "module",
"dependencies": {
+2 -2
View File
@@ -1,12 +1,12 @@
{
"name": "sdk",
"version": "1.12.0",
"version": "1.11.0",
"lockfileVersion": 3,
"requires": true,
"packages": {
"": {
"name": "sdk",
"version": "1.12.0",
"version": "1.11.0",
"license": "ISC",
"workspaces": [
"./library",
+1 -1
View File
@@ -1,6 +1,6 @@
{
"name": "sdk",
"version": "1.12.0",
"version": "1.11.0",
"author": "",
"license": "ISC",
"description": "",
+8 -8
View File
@@ -1,26 +1,26 @@
[project]
name = "summary"
version = "1.12.0"
version = "1.11.0"
dependencies = [
"fastapi[standard]>=0.105.0",
"uvicorn>=0.24.0",
"pydantic>=2.5.0",
"pydantic-settings>=2.1.0",
"celery==5.6.2",
"celery==5.5.3",
"redis==5.2.1",
"minio==7.2.20",
"minio==7.2.18",
"mutagen==1.47.0",
"openai==2.28.0",
"posthog==7.9.12",
"openai==2.7.1",
"posthog==6.9.1",
"requests==2.32.5",
"sentry-sdk[fastapi, celery]==2.54.0",
"langfuse==4.0.0"
"sentry-sdk[fastapi, celery]==2.43.0",
"langfuse==3.10.6"
]
[project.optional-dependencies]
dev = [
"ruff==0.15.6",
"ruff==0.14.4",
"pytest==9.0.2",
"responses>=0.25.8",
]
+7 -4
View File
@@ -2,8 +2,11 @@
from fastapi import APIRouter, Depends
from summary.api.route import tasks
from summary.core.security import verify_token
from summary.api.route import tasks, tasks_v2
from summary.core.security import verify_tenant_api_key
api_router = APIRouter(dependencies=[Depends(verify_token)])
api_router.include_router(tasks.router, tags=["tasks"])
api_router_v1 = APIRouter(dependencies=[Depends(verify_tenant_api_key)])
api_router_v1.include_router(tasks.router_tasks_v1, tags=["tasks"])
api_router_v2 = APIRouter(dependencies=[Depends(verify_tenant_api_key)])
api_router_v2.include_router(tasks_v2.router_tasks_v2, tags=["tasks"])
+9 -11
View File
@@ -19,14 +19,13 @@ class TranscribeSummarizeTaskCreation(BaseModel):
"""Transcription and summarization parameters."""
owner_id: str
recording_filename: str
metadata_filename: str
filename: str
email: str
sub: str
version: Optional[int] = 2
room: Optional[str]
worker_id: Optional[str]
owner_timezone: Optional[str]
recording_date: Optional[str]
recording_time: Optional[str]
language: Optional[str]
download_link: Optional[str]
context_language: Optional[str] = None
@@ -43,23 +42,22 @@ class TranscribeSummarizeTaskCreation(BaseModel):
return v
router = APIRouter(prefix="/tasks")
router_tasks_v1 = APIRouter(prefix="/tasks")
@router.post("/")
@router_tasks_v1.post("/")
async def create_transcribe_summarize_task(request: TranscribeSummarizeTaskCreation):
"""Create a transcription and summarization task."""
task = process_audio_transcribe_summarize_v2.apply_async(
args=[
request.owner_id,
request.recording_filename,
request.metadata_filename,
request.filename,
request.email,
request.sub,
time.time(),
request.room,
request.worker_id,
request.owner_timezone,
request.recording_date,
request.recording_time,
request.language,
request.download_link,
request.context_language,
@@ -70,7 +68,7 @@ async def create_transcribe_summarize_task(request: TranscribeSummarizeTaskCreat
return {"id": task.id, "message": "Task created"}
@router.get("/{task_id}")
@router_tasks_v1.get("/{task_id}")
async def get_task_status(task_id: str):
"""Check task status by ID."""
task = AsyncResult(task_id)
+61
View File
@@ -0,0 +1,61 @@
"""API routes related to application tasks (V2 / tenant friendly)."""
from celery.result import AsyncResult
from fastapi import APIRouter, Depends, HTTPException
from summary.core.celery_worker import (
process_audio_transcribe_v2_task,
summarize_v2_task,
)
from summary.core.config import AuthorizedTenant
from summary.core.models import SummarizeTaskV2Request, TranscribeTaskV2Request
from summary.core.security import verify_tenant_api_key_v2
router_tasks_v2 = APIRouter()
@router_tasks_v2.post("/async/transcribe")
async def create_transcribe_task_v2(
request: TranscribeTaskV2Request,
request_tenant: AuthorizedTenant = Depends(verify_tenant_api_key_v2),
):
"""Create a transcription task."""
task = process_audio_transcribe_v2_task.apply_async(
args=[{**request.model_dump(), "tenant_id": request_tenant.id}]
)
return {"id": task.id, "message": "Transcribe task created"}
@router_tasks_v2.post("/async/summarize")
async def create_summarize_task_v2(
request: SummarizeTaskV2Request,
request_tenant: AuthorizedTenant = Depends(verify_tenant_api_key_v2),
):
"""Create a summarization task."""
task = summarize_v2_task.apply_async(
args=[{**request.model_dump(), "tenant_id": request_tenant.id}]
)
return {"id": task.id, "message": "Summarize task created"}
@router_tasks_v2.get("/async/transcribe/{task_id}")
@router_tasks_v2.get("/async/summarize/{task_id}")
async def get_task_status(
task_id: str,
request_tenant: AuthorizedTenant = Depends(verify_tenant_api_key_v2),
):
"""Check task status by ID."""
task = AsyncResult(task_id)
try:
if (
isinstance(task.args, (list, tuple))
and len(task.args) > 0
and isinstance(task.args[0], dict)
and task.args[0].get("tenant_id") == request_tenant.id
):
return {"id": task_id, "status": task.status}
except (TypeError, KeyError):
pass
raise HTTPException(status_code=404, detail="Not found")
+1 -1
View File
@@ -112,7 +112,7 @@ class MetadataManager:
if self._is_disabled or self.has_task_id(task_id):
return
_, filename, _, email, _, received_at, *_ = task_args
_, filename, email, _, received_at, *_ = task_args
start_time = time.time()
initial_metadata = {
+280 -91
View File
@@ -3,9 +3,7 @@
# ruff: noqa: PLR0913
import json
import os
import time
from datetime import datetime, timezone
from typing import Optional
import openai
@@ -19,6 +17,10 @@ from summary.core.config import get_settings
from summary.core.file_service import FileService, FileServiceException
from summary.core.llm_service import LLMException, LLMObservability, LLMService
from summary.core.locales import get_locale
from summary.core.models import (
SummarizeTaskV2Payload,
TranscribeTaskV2Payload,
)
from summary.core.prompt import (
FORMAT_NEXT_STEPS,
FORMAT_PLAN,
@@ -29,9 +31,19 @@ from summary.core.prompt import (
PROMPT_SYSTEM_TLDR,
PROMPT_USER_PART,
)
from summary.core.shared_models import (
SummarizeWebhookFailurePayload,
SummarizeWebhookSuccessPayload,
TranscribeWebhookFailurePayload,
TranscribeWebhookSuccessPayload,
WhisperXResponse,
webhook_payload_adapter,
)
from summary.core.transcript_formatter import TranscriptFormatter
from summary.core.user_assign import assign_speakers
from summary.core.webhook_service import submit_content
from summary.core.webhook_service import (
call_webhook_v2,
submit_content,
)
settings = get_settings()
analytics = get_analytics()
@@ -61,14 +73,26 @@ if settings.sentry_dsn and settings.sentry_is_enabled:
file_service = FileService()
def transcribe_audio(task_id, recording_filename, language):
def transcribe_audio(
*,
task_id: str,
filename: str | None = None,
language: str,
cloud_storage_url=None,
raises: bool = False,
):
"""Transcribe an audio file using WhisperX.
Downloads the audio from MinIO, sends it to WhisperX for transcription,
and tracks metadata throughout the process.
Downloads the audio from MinIO or a cloud storage URL, sends it to
WhisperX for transcription, and tracks metadata throughout the process.
Returns the transcription object, or None if the file could not be retrieved.
"""
if bool(filename) == bool(cloud_storage_url):
raise ValueError(
"Either filename or cloud_storage_url must be provided, but not both."
)
logger.info("Initiating WhisperX client")
whisperx_client = openai.OpenAI(
api_key=settings.whisperx_api_key.get_secret_value(),
@@ -78,13 +102,12 @@ def transcribe_audio(task_id, recording_filename, language):
# Transcription
try:
with file_service.prepare_audio_file(recording_filename) as (
audio_file,
metadata,
):
with file_service.prepare_audio_file(
remote_object_key=filename,
cloud_storage_url=cloud_storage_url,
) as (audio_file, metadata):
metadata_manager.track(task_id, {"audio_length": metadata["duration"]})
# Compute language parameter
if language is None:
language = settings.whisperx_default_language
logger.info(
@@ -97,25 +120,35 @@ def transcribe_audio(task_id, recording_filename, language):
language,
)
# Call remote service for transcription
transcription_start_time = time.time()
transcription = whisperx_client.audio.transcriptions.create(
model=settings.whisperx_asr_model, file=audio_file, language=language
)
# Logging
transcription_duration = round(time.time() - transcription_start_time, 2)
transcription_time = round(time.time() - transcription_start_time, 2)
metadata_manager.track(
task_id,
{"transcription_time": transcription_duration},
)
logger.info(
"Transcription received in %.2f seconds.", transcription_duration
{"transcription_time": transcription_time},
)
logger.info("Transcription received in %.2f seconds.", transcription_time)
logger.debug("Transcription: \n %s", transcription)
except FileServiceException:
logger.exception("Unexpected error for recording: %s", recording_filename)
except FileServiceException as e:
# For v2 pipeline we want failures not silent errors like this
if raises:
raise e
redacted_cloud_storage_url = (
cloud_storage_url.split("?", 1)[0] if cloud_storage_url else None
)
logger.exception(
(
"Unexpected error while preparing file | filename: %s "
"| cloud_storage_url: %s"
),
filename,
redacted_cloud_storage_url,
)
return None
metadata_manager.track_transcription_metadata(task_id, transcription)
@@ -124,13 +157,13 @@ def transcribe_audio(task_id, recording_filename, language):
def format_transcript(
transcription,
context_language,
language,
room,
recording_datetime,
owner_timezone,
download_link,
):
context_language: str | None,
language: str,
room: str | None,
recording_date: str | None,
recording_time: str | None,
download_link: str | None,
) -> tuple[str, str]:
"""Format a transcription into readable content with a title.
Resolves the locale from context_language / language, then uses
@@ -144,8 +177,8 @@ def format_transcript(
return formatter.format(
transcription,
room=room,
recording_datetime=recording_datetime,
owner_timezone=owner_timezone,
recording_date=recording_date,
recording_time=recording_time,
download_link=download_link,
)
@@ -177,14 +210,13 @@ def format_actions(llm_output: dict) -> str:
def process_audio_transcribe_summarize_v2(
self,
owner_id: str,
recording_filename: str,
metadata_filename: str,
filename: str,
email: str,
sub: str,
received_at: float,
room: Optional[str],
worker_id: Optional[str],
owner_timezone: Optional[str],
recording_date: Optional[str],
recording_time: Optional[str],
language: Optional[str],
download_link: Optional[str],
context_language: Optional[str] = None,
@@ -200,14 +232,13 @@ def process_audio_transcribe_summarize_v2(
Args:
self: Celery task instance (passed on with bind=True)
owner_id: Unique identifier of the recording owner.
recording_filename: Name of the audio file in MinIO storage.
metadata_filename: Name of the audio file in MinIO storage.
filename: Name of the audio file in MinIO storage.
email: Email address of the recording owner.
sub: OIDC subject identifier of the recording owner.
received_at: Unix timestamp when the recording was received.
room: room name where the recording took place.
worker_id: LiveKit egress ID used to fetch the egress JSON from S3.
owner_timezone: IANA timezone of the recording owner (e.g. "Europe/Paris").
recording_date: Date of the recording (localized display string).
recording_time: Time of the recording (localized display string).
language: ISO 639-1 language code for transcription.
download_link: URL to download the original recording.
context_language: ISO 639-1 language code of the meeting summary context text.
@@ -220,46 +251,19 @@ def process_audio_transcribe_summarize_v2(
task_id = self.request.id
# Transcribe the audio
transcription = transcribe_audio(task_id, recording_filename, language)
transcription = transcribe_audio(
task_id=task_id, filename=filename, language=language
)
if transcription is None:
return
# Fetch recording start time from LiveKit egress JSON
recording_datetime = None
recording_start_dt = None
if worker_id:
folder = os.path.dirname(recording_filename)
egress_json_key = f"{folder}/{worker_id}.json"
try:
egress_info = file_service.read_json(egress_json_key)
started_at_ns = egress_info.get("started_at")
if started_at_ns:
recording_start_dt = datetime.fromtimestamp(
started_at_ns / 1e9, tz=timezone.utc
)
recording_datetime = recording_start_dt.isoformat()
except Exception:
logger.warning(
"Could not read egress JSON %s, falling back to no recording datetime",
egress_json_key,
)
# Assign user names from metadata and transcription
metadata = file_service.read_json(metadata_filename)
if recording_start_dt is not None:
assign_speakers(
metadata, transcription, recording_start_dt, overlap_threshold=0.5
)
# Format output
content, title = format_transcript(
transcription,
context_language,
language,
room,
recording_datetime,
owner_timezone,
recording_date,
recording_time,
download_link,
)
@@ -299,24 +303,10 @@ def task_failure_handler(task_id, exception=None, **kwargs):
metadata_manager.capture(task_id, settings.posthog_event_failure)
@celery.task(
bind=True,
autoretry_for=[LLMException, Exception],
max_retries=settings.celery_max_retries,
queue=settings.summarize_queue,
)
def summarize_transcription(
self, owner_id: str, transcript: str, email: str, sub: str, title: str
):
"""Generate a summary from the provided transcription text.
This Celery task performs the following operations:
1. Uses an LLM to generate a TL;DR summary of the transcription.
2. Breaks the transcription into parts and summarizes each part.
3. Cleans up the combined summary
4. Generates next steps.
5. Sends the final summary via webhook.
"""
def summarize_transcription_internals(
*, owner_id: str, transcript: str, session_id: str
) -> str:
"""Generate a summary from the provided transcription text."""
logger.info(
"Starting summarization task | Owner: %s",
owner_id,
@@ -333,7 +323,7 @@ def summarize_transcription(
# privacy controls in observability traces.
llm_observability = LLMObservability(
user_has_tracing_consent=user_has_tracing_consent,
session_id=self.request.id,
session_id=session_id,
user_id=owner_id,
)
llm_service = LLMService(llm_observability=llm_observability)
@@ -379,9 +369,208 @@ def summarize_transcription(
logger.info("Summary cleaned")
summary = tldr + "\n\n" + cleaned_summary + "\n\n" + next_steps
llm_observability.flush()
logger.debug("LLM observability flushed")
return summary
@celery.task(
bind=True,
autoretry_for=[LLMException, Exception],
max_retries=settings.celery_max_retries,
queue=settings.summarize_queue,
)
def summarize_transcription(
self, owner_id: str, transcript: str, email: str, sub: str, title: str
):
"""Generate a summary from the provided transcription text.
This Celery task performs the following operations:
1. Uses an LLM to generate a TL;DR summary of the transcription.
2. Breaks the transcription into parts and summarizes each part.
3. Cleans up the combined summary
4. Generates next steps.
5. Sends the final summary via webhook.
"""
summary = summarize_transcription_internals(
owner_id=owner_id, transcript=transcript, session_id=self.request.id
)
summary_title = settings.summary_title_template.format(title=title)
submit_content(summary, summary_title, email, sub)
llm_observability.flush()
logger.debug("LLM observability flushed")
##################################################################################
# Tasks v2
##################################################################################
@celery.task(
max_retries=3,
queue=settings.call_webhook_queue_v2,
autoretry_for=[exceptions.HTTPError],
)
def call_webhook_v2_task(
payload: dict,
tenant_id: str,
):
"""Calls a webhook asynchrously (retry handled by celery)."""
call_webhook_v2(
payload=webhook_payload_adapter.validate_python(payload), tenant_id=tenant_id
)
@celery.task(
bind=True,
autoretry_for=[exceptions.HTTPError],
max_retries=settings.celery_max_retries,
queue=settings.transcribe_queue_v2,
)
def process_audio_transcribe_v2_task(
self,
payload: dict,
):
"""Process an audio file by transcribing it.
This Celery task orchestrates:
1. Audio transcription via WhisperX
2. Transcript formatting
3. Webhook submission
Args:
self: Celery task instance (passed on with bind=True)
payload: Serialized dictionary of TranscribeSummarizeTaskCreationV2
"""
payload = TranscribeTaskV2Payload.model_validate(payload)
logger.info(
"Transcribing for object received | Owner: %s | ObjectId: %s",
payload.remote_id,
payload.object_id,
)
task_id = self.request.id
transcription_res = transcribe_audio( # type: ignore
task_id=task_id,
cloud_storage_url=payload.cloud_storage_url,
language=payload.language,
raises=True,
)
content, title = format_transcript(
transcription_res,
context_language=payload.context_language,
language=payload.language,
room=None,
recording_date=None,
recording_time=None,
download_link=None,
)
call_webhook_v2_task.apply_async(
args=[
TranscribeWebhookSuccessPayload(
source_id=payload.remote_id,
title=title,
transcript_text=content,
transcript_raw=WhisperXResponse(**transcription_res.model_dump()),
).model_dump(),
payload.tenant_id,
]
)
@signals.task_failure.connect(sender=process_audio_transcribe_v2_task)
def handle_transcribe_v2_failed(
sender,
task_id=None,
exception=None,
args=None,
kwargs=None,
traceback=None,
einfo=None,
**kw,
):
"""Handle the failure of transcribe_v2_task.
This function is triggered when the transcribe_v2_task fails.
It sends a webhook failure payload to notify the client of the failure.
"""
task = sender
# If retries are exhausted:
if task.request.retries >= task.max_retries:
call_webhook_v2_task.apply_async(
args=[
TranscribeWebhookFailurePayload(
source_id=args[0]["remote_id"],
error_code="unknown_error",
).model_dump(),
args[0]["tenant_id"],
]
)
@celery.task(
bind=True,
autoretry_for=[LLMException, Exception],
max_retries=settings.celery_max_retries,
queue=settings.summarize_queue_v2,
)
def summarize_v2_task(
self,
payload: dict,
):
"""Generate a summary from the provided content.
This Celery task performs the following operations:
1. Uses an LLM to generate a TL;DR summary of the content.
2. Breaks the content into parts and summarizes each part.
3. Cleans up the combined summary
4. Generates next steps.
5. Sends the final summary via webhook.
"""
payload = SummarizeTaskV2Payload.model_validate(payload)
summary = summarize_transcription_internals(
owner_id=payload.remote_owner_id,
transcript=payload.content,
session_id=self.request.id,
)
call_webhook_v2_task.apply_async(
args=[
SummarizeWebhookSuccessPayload(
source_id=payload.remote_id, summary=summary
).model_dump(),
payload.tenant_id,
]
)
@signals.task_failure.connect(sender=summarize_v2_task)
def handle_summarize_v2_failed(
sender,
task_id=None,
exception=None,
args=None,
kwargs=None,
traceback=None,
einfo=None,
**kw,
):
"""Handle the failure of summarize_v2_task.
This function is triggered when the summarize_v2_task fails.
It sends a webhook failure payload to notify the client of the failure.
"""
task = sender
# If retries are exhausted:
if task.request.retries >= task.max_retries:
call_webhook_v2_task.apply_async(
args=[
SummarizeWebhookFailurePayload(
source_id=args[0]["remote_id"],
error_code="unknown_error",
).model_dump(),
args[0]["tenant_id"],
]
)
+133 -8
View File
@@ -1,21 +1,58 @@
"""Application configuration and settings."""
from functools import lru_cache
from typing import Annotated, List, Literal, Optional, Set
import logging
import os
from functools import cached_property, lru_cache
from typing import Annotated, Any, List, Literal, Mapping, Optional, Set
from fastapi import Depends
from pydantic import SecretStr
from pydantic import (
BaseModel,
ConfigDict,
Field,
SecretStr,
model_validator,
)
from pydantic_settings import BaseSettings, SettingsConfigDict
from summary.core.types import Url
logger = logging.getLogger(__name__)
class AuthorizedTenant(BaseModel):
"""Authorized tenant configuration."""
model_config = ConfigDict(frozen=True)
id: str = Field(title="Tenant Id", description="A unique ID for the tenant.")
api_key: SecretStr = Field(title="API key for using the summary API", min_length=8)
webhook_url: Url = Field(
title="Webhook URL", description="The URL to send the summary to."
)
webhook_api_key: SecretStr = Field(
title="Webhook API Key",
description="The api_key to authenticate the webhook request.",
)
V1_DEFAULT_TENANT_ID = "__deprecated_meet_tenant__"
class Settings(BaseSettings):
"""Configuration settings loaded from environment variables and .env file."""
model_config = SettingsConfigDict(env_file=".env")
model_config = SettingsConfigDict(env_file=".env", frozen=True)
app_name: str = "app"
app_name: str = "summary"
app_api_v1_str: str = "/api/v1"
app_api_token: SecretStr
app_api_v2_str: str = "/api/v2"
# Authorized Tenants
# Using env variables to store authorized tenants for now
# to avoid any other external dependency (DB)
authorized_tenants: tuple[AuthorizedTenant, ...] = Field(default_factory=tuple)
v1_tenant_id: str = V1_DEFAULT_TENANT_ID
# Audio recordings
recording_max_duration: Optional[int] = None
@@ -29,6 +66,10 @@ class Settings(BaseSettings):
transcribe_queue: str = "transcribe-queue"
summarize_queue: str = "summarize-queue"
# v2 tasks
transcribe_queue_v2: str = "transcribe-queue-v2"
summarize_queue_v2: str = "summarize-queue-v2"
call_webhook_queue_v2: str = "call-webhook-queue-v2"
# Minio settings
aws_storage_bucket_name: str
@@ -56,8 +97,6 @@ class Settings(BaseSettings):
webhook_max_retries: int = 2
webhook_status_forcelist: List[int] = [502, 503, 504]
webhook_backoff_factor: float = 0.1
webhook_api_token: SecretStr
webhook_url: str
# Locale
default_context_language: Literal["de", "en", "fr", "nl"] = "fr"
@@ -90,6 +129,92 @@ class Settings(BaseSettings):
task_tracker_redis_url: str = "redis://redis/0"
task_tracker_prefix: str = "task_metadata:"
@model_validator(mode="before")
@classmethod
def legacy_default_tenant_config(cls, data: Any) -> Any:
"""Migrate the legacy default tenant configuration."""
if isinstance(data, dict):
api_key = os.getenv("APP_API_TOKEN")
webhook_api_key = os.getenv("WEBHOOK_API_TOKEN")
webhook_url = os.getenv("WEBHOOK_URL")
if api_key and webhook_api_key and webhook_url:
logger.warning(
"Deprecated legacy app configuration detected, "
"please use only the new 'authorized_tenants' field instead."
)
authorized_tenants = list(data.get("authorized_tenants", []))
authorized_tenants.append(
AuthorizedTenant(
id=V1_DEFAULT_TENANT_ID,
api_key=SecretStr(api_key),
webhook_url=webhook_url,
webhook_api_key=SecretStr(webhook_api_key),
)
)
data["authorized_tenants"] = tuple(authorized_tenants)
return data
@model_validator(mode="after")
def validate_authorized_tenants(self):
"""Validate authorized tenants configuration."""
if len(self.authorized_tenants) == 0:
raise ValueError("No authorized tenants configured")
tenant_ids = {tenant.id for tenant in self.authorized_tenants}
if len(tenant_ids) != len(self.authorized_tenants):
raise ValueError("Duplicate tenant ids are not allowed")
api_keys = {
tenant.api_key.get_secret_value() for tenant in self.authorized_tenants
}
if len(api_keys) != len(self.authorized_tenants):
raise ValueError("Duplicate application API api_keys are not allowed")
return self
@model_validator(mode="after")
def validate_default_v1_tenant(self):
"""Validate default v1 tenant configuration."""
if not any(
tenant.id == self.v1_tenant_id for tenant in self.authorized_tenants
):
raise ValueError("v1 tenant is not configured in authorized tenants")
return self
@cached_property
def authorized_tenant_api_keys(self) -> frozenset[str]:
"""Return a frozenset of authorized tenant API api_keys."""
return frozenset(
app.api_key.get_secret_value() for app in self.authorized_tenants
)
@cached_property
def authorized_tenant_by_id(self) -> Mapping[str, AuthorizedTenant]:
"""Return a dict of authorized tenants by ID."""
return {app.id: app for app in self.authorized_tenants}
@cached_property
def authorized_tenant_by_api_key(self) -> Mapping[str, AuthorizedTenant]:
"""Return the authorized tenant for a given API api_key."""
return {app.api_key.get_secret_value(): app for app in self.authorized_tenants}
def get_authorized_tenant(
self, *, tenant_id: str | None = None, api_key: str | None = None
) -> AuthorizedTenant:
"""Return the authorized tenant for a given API api_key or id."""
if tenant_id is None and api_key is None:
raise ValueError("Either tenant_id or api_key must be provided")
if tenant_id is not None and api_key is not None:
raise ValueError("Only one of tenant_id or api_key can be provided")
if tenant_id is not None:
return self.authorized_tenant_by_id[tenant_id]
else:
return self.authorized_tenant_by_api_key[api_key]
@lru_cache
def get_settings():
+76 -26
View File
@@ -1,14 +1,15 @@
"""File service to encapsulate files' manipulations."""
import json
import logging
import os
import subprocess
import tempfile
from contextlib import contextmanager
from pathlib import Path
from urllib.parse import urlparse
import mutagen
import requests
from minio import Minio
from minio.error import MinioException, S3Error
@@ -98,6 +99,57 @@ class FileService:
if response:
response.close()
def _download_from_cloud_storage_url(self, cloud_storage_url: str) -> Path:
"""Download file from a cloud storage URL to local temporary file."""
logger.info(
"Download recording from URL | cloud_storage_url: %s",
cloud_storage_url,
)
if not cloud_storage_url:
logger.warning("Invalid cloud_storage_url '%s'", cloud_storage_url)
raise ValueError("Invalid cloud_storage_url")
extension = Path(urlparse(cloud_storage_url).path).suffix.lower()
if extension not in self._allowed_extensions:
logger.warning(
"Invalid file extension '%s' from cloud_storage_url", extension
)
raise ValueError(f"Invalid file extension '{extension}'")
try:
with requests.get(
cloud_storage_url,
stream=True,
timeout=(10, 300),
) as response:
response.raise_for_status()
with tempfile.NamedTemporaryFile(
suffix=extension,
delete=False,
prefix="cloud_storage_download_",
) as tmp:
for chunk in response.iter_content(
chunk_size=self._stream_chunk_size
):
if chunk:
tmp.write(chunk)
tmp.flush()
local_path = Path(tmp.name)
logger.info(
"Recording successfully downloaded from cloud_storage_url"
)
logger.debug("Recording local file path: %s", local_path)
return local_path
except requests.RequestException as e:
raise FileServiceException(
"Unexpected error while downloading object from cloud_storage_url."
) from e
def _validate_duration(self, local_path: Path) -> float:
"""Validate audio file duration against configured maximum."""
file_metadata = mutagen.File(local_path).info
@@ -157,40 +209,38 @@ class FileService:
os.remove(output_path)
raise RuntimeError("Failed to extract audio.") from e
def read_json(self, object_name: str) -> dict:
"""Read and parse a JSON file from MinIO storage."""
logger.info("Reading JSON: %s", object_name)
if not object_name:
raise ValueError("Invalid object_name")
response = None
try:
response = self._minio_client.get_object(self._bucket_name, object_name)
return json.loads(response.read())
except (MinioException, S3Error) as e:
raise FileServiceException(
"Unexpected error while reading JSON object."
) from e
finally:
if response:
response.close()
response.release_conn()
@contextmanager
def prepare_audio_file(self, remote_object_key: str):
def prepare_audio_file(
self,
remote_object_key: str | None = None,
cloud_storage_url: str | None = None,
):
"""Download and prepare audio file for processing.
Downloads file from MinIO, validates duration, and yields an open
file handle with metadata. Automatically cleans up temporary files
when the context exits.
Downloads file from MinIO or an external cloud URL, validates duration,
and yields an open file handle with metadata. Automatically cleans up
temporary files when the context exits.
"""
downloaded_path = None
processed_path = None
file_handle = None
try:
downloaded_path = self._download_from_minio(remote_object_key)
if bool(remote_object_key) == bool(cloud_storage_url):
raise ValueError(
(
"Exactly one of 'remote_object_key' or "
"'cloud_storage_url' must be provided."
)
)
if cloud_storage_url:
downloaded_path = self._download_from_cloud_storage_url(
cloud_storage_url
)
else:
downloaded_path = self._download_from_minio(remote_object_key)
duration = self._validate_duration(downloaded_path)
extension = downloaded_path.suffix.lower()
+68
View File
@@ -0,0 +1,68 @@
"""Models for the API & Celery tasks creation."""
from pydantic import BaseModel, Field, field_validator
from summary.core.config import get_settings
from summary.core.types import Url
settings = get_settings()
class SharedV2TaskCreation(BaseModel):
"""Model that holds basic information for task creation."""
remote_id: str = Field(
title="Remote ID",
description="A unique identifier of the object in the calling system.",
)
remote_owner_id: str = Field(
title="Remote Owner ID",
description="The ID of the user who owns the object, "
"for tracking / logging purposes.",
)
class TranscribeTaskV2Request(SharedV2TaskCreation):
"""Model for creating a transcribe and summarize task (used for API request)."""
cloud_storage_url: Url = Field(
title="Cloud storage URL",
description="The URL of the audio file to transcribe.",
)
context_language: str | None = Field(
default=None,
title="Context Language",
description="The language of the context text.",
)
language: str = Field(
title="Language", description="The language of the content to summarize."
)
@field_validator("language")
@classmethod
def validate_language(cls, v):
"""Validate 'language' parameter."""
if v is not None and v not in settings.whisperx_allowed_languages:
raise ValueError(
f"Language '{v}' is not allowed. "
f"Allowed languages: {', '.join(settings.whisperx_allowed_languages)}"
)
return v
class TranscribeTaskV2Payload(TranscribeTaskV2Request):
"""Model for creating a transcribe and summarize task (used for actual task creation).""" # noqa: E501
tenant_id: str = Field(title="Tenant ID", description="The ID of the tenant.")
class SummarizeTaskV2Request(SharedV2TaskCreation):
"""Model for creating a summarize task (used for API request)."""
content: str = Field(title="Content", description="The content to summarize.")
class SummarizeTaskV2Payload(SummarizeTaskV2Request):
"""Model for creating a summarize task (used for actual task creation)."""
tenant_id: str = Field(title="Tenant ID", description="The ID of the tenant.")
+17 -6
View File
@@ -8,12 +8,23 @@ from .config import SettingsDeps
security = HTTPBearer()
def verify_token(
def verify_tenant_api_key(
settings: SettingsDeps,
credentials: HTTPAuthorizationCredentials = Security(security), # noqa: B008
):
"""Verify the bearer token from the Authorization header."""
token = credentials.credentials
if token != settings.app_api_token.get_secret_value():
raise HTTPException(status_code=401, detail="Invalid token")
return token
"""Verify the bearer api_key from the Authorization header."""
api_key = credentials.credentials
if api_key not in settings.authorized_tenant_api_keys:
raise HTTPException(status_code=403, detail="Unauthorized")
return api_key
def verify_tenant_api_key_v2(
settings: SettingsDeps,
credentials: HTTPAuthorizationCredentials = Security(security), # noqa: B008
):
"""Verify the bearer api_key from the Authorization header."""
api_key = credentials.credentials
if api_key not in settings.authorized_tenant_api_keys:
raise HTTPException(status_code=403, detail="Unauthorized")
return settings.get_authorized_tenant(api_key=api_key)
+124
View File
@@ -0,0 +1,124 @@
"""Transcribe / summary Shared / Webhook models."""
from typing import Annotated, Literal, Union
from pydantic import BaseModel, Field, TypeAdapter
class WordSegment(BaseModel):
"""Word segment model for transcription tasks."""
word: str = Field(title="Word")
start: float = Field(title="Start Time", description="Start time in seconds.")
end: float = Field(title="End Time", description="End time in seconds.")
score: float | None = Field(
title="Confidence Score", description="Confidence score for the word segment."
)
speaker: str | None = Field(
title="Speaker", description="Speaker identifier for the word segment."
)
class Segment(BaseModel):
"""Segment model for transcription tasks."""
start: float = Field(title="Start Time", description="Start time in seconds.")
end: float = Field(title="End Time", description="End time in seconds.")
text: str = Field(
title="Segment Text", description="Transcribed text for the segment."
)
words: tuple[WordSegment, ...] | None = Field(
title="Word Segments", description="List of word segments within the segment."
)
speaker: str | None = Field(
title="Speaker", description="Speaker identifier for the segment."
)
class WhisperXResponse(BaseModel):
"""Model for WhisperX response."""
segments: tuple[Segment, ...] = Field(
title="Segments", description="List of transcribed segments."
)
word_segments: tuple[WordSegment, ...] = Field(
title="Word Segments", description="List of word segments."
)
class BaseWebhook(BaseModel):
"""Base webhook payload."""
source_id: str = Field(
title="Source ID",
description="The ID of the source document in the receiver system.",
)
class TranscribeWebhookSuccessPayload(BaseWebhook):
"""Payload for a successful transcription webhook."""
type: Literal["transcript"] = Field(default="transcript")
status: Literal["success"] = Field(default="success")
title: str = Field(title="Title", description="The title of the transcript.")
transcript_text: str = Field(title="Transcript", description="The transcript text.")
transcript_raw: WhisperXResponse = Field(title="Raw Transcript")
class TranscribeWebhookFailurePayload(BaseWebhook):
"""Payload for a failed transcription webhook."""
type: Literal["transcript"] = Field(default="transcript")
status: Literal["failure"] = Field(default="failure")
error_code: Literal["unknown_error"] = Field(
title="Error code", description="The error code."
)
TranscribeWebhookPayloads = Annotated[
Union[TranscribeWebhookSuccessPayload, TranscribeWebhookFailurePayload],
Field(discriminator="status"),
]
class SummarizeWebhookSuccessPayload(BaseWebhook):
"""Payload for a successful summarization webhook."""
type: Literal["summary"] = Field(default="summary")
status: Literal["success"] = Field(default="success")
summary: str = Field(title="Summary", description="The summary of the text.")
class SummarizeWebhookFailurePayload(BaseWebhook):
"""Payload for a failed summarization webhook."""
type: Literal["summary"] = Field(default="summary")
status: Literal["failure"] = Field(default="failure")
error_code: Literal["unknown_error"] = Field(
title="Error code", description="The error code."
)
SummarizeWebhookPayloads = Annotated[
Union[SummarizeWebhookSuccessPayload, SummarizeWebhookFailurePayload],
Field(discriminator="status"),
]
WebhookPayloads = Annotated[
Union[TranscribeWebhookPayloads, SummarizeWebhookPayloads],
Field(discriminator="type"),
]
webhook_payload_adapter = TypeAdapter(WebhookPayloads)
__all__ = [
"TranscribeWebhookSuccessPayload",
"TranscribeWebhookFailurePayload",
"SummarizeWebhookSuccessPayload",
"SummarizeWebhookFailurePayload",
"TranscribeWebhookPayloads",
"SummarizeWebhookPayloads",
"WebhookPayloads",
"WhisperXResponse",
]
@@ -1,9 +1,7 @@
"""Transcript formatting into readable conversation format with speaker labels."""
import logging
from datetime import datetime
from typing import Optional, Tuple
from zoneinfo import ZoneInfo
from summary.core.config import get_settings
from summary.core.locales import LocaleStrings
@@ -42,8 +40,8 @@ class TranscriptFormatter:
self,
transcription,
room: Optional[str] = None,
recording_datetime: Optional[str] = None,
owner_timezone: Optional[str] = None,
recording_date: Optional[str] = None,
recording_time: Optional[str] = None,
download_link: Optional[str] = None,
) -> Tuple[str, str]:
"""Format transcription into the final document and its title."""
@@ -56,7 +54,7 @@ class TranscriptFormatter:
content = self._remove_hallucinations(content)
content = self._add_header(content, download_link)
title = self._generate_title(room, recording_datetime, owner_timezone)
title = self._generate_title(room, recording_date, recording_time)
return content, title
@@ -100,19 +98,15 @@ class TranscriptFormatter:
def _generate_title(
self,
room: Optional[str] = None,
recording_datetime: Optional[str] = None,
owner_timezone: Optional[str] = None,
recording_date: Optional[str] = None,
recording_time: Optional[str] = None,
) -> str:
"""Generate title from context or return default."""
if not room or not recording_datetime:
if not room or not recording_date or not recording_time:
return self._locale.document_default_title
dt = datetime.fromisoformat(recording_datetime)
if owner_timezone:
dt = dt.astimezone(ZoneInfo(owner_timezone))
return self._locale.document_title_template.format(
room=room,
room_recording_date=dt.strftime("%Y-%m-%d"),
room_recording_time=dt.strftime("%H:%M"),
room_recording_date=recording_date,
room_recording_time=recording_time,
)
+10
View File
@@ -0,0 +1,10 @@
"""Basic types for the summary service."""
from typing import Annotated
from pydantic import BeforeValidator, HttpUrl, TypeAdapter
http_url_adapter = TypeAdapter(HttpUrl)
Url = Annotated[
str, BeforeValidator(lambda value: str(http_url_adapter.validate_python(value)))
]
-281
View File
@@ -1,281 +0,0 @@
"""Assign WhisperX diarization speakers to participant identities.
Uses per-stream VAD events to match generic SPEAKER_XX labels provided
by diarization to real user id's by computing time overlap between
diarization segments and VAD intervals.
Multiple speakers can map to the same participant (e.g. two people sharing
one microphone). A participant with no matching speaker gets no assignment.
"""
import logging
from dataclasses import dataclass, field
from datetime import datetime
from typing import Any
logger = logging.getLogger(__name__)
# Minimum fraction of a speaker's total duration that must overlap with a
# participant's VAD to accept the assignment.
DEFAULT_OVERLAP_THRESHOLD = 0.5
@dataclass
class Interval:
"""A time interval in seconds relative to recording start."""
start: float
end: float
@dataclass
class SpeakerAssignment:
"""Maps a diarization speaker label to a participant."""
speaker_label: str
participant_id: str
participant_name: str
score: float
@dataclass
class AssignmentResult:
"""Result of speaker-to-participant assignment."""
assignments: list[SpeakerAssignment] = field(default_factory=list)
unassigned_speakers: list[str] = field(default_factory=list)
def apply(self, diarization: dict[str, Any]) -> dict[str, Any]:
"""Return a copy of diarization with speaker labels replaced by names.
Replaces `"speaker"` fields in segments and word_segments with the
assigned participant name. Unassigned speakers are left as-is.
Args:
diarization: WhisperX dict with `segments` and optionally
`word_segments`.
Returns:
New dict with speaker labels replaced.
"""
speaker_to_name = {
a.speaker_label: a.participant_name for a in self.assignments
}
def _replace_speaker(item: dict[str, Any]) -> dict[str, Any]:
if "speaker" in item and item["speaker"] in speaker_to_name:
return {
**item,
"speaker": f"{speaker_to_name[item['speaker']]}:{item['speaker']}", # We still use the original diarization
}
return item
result: dict[str, Any] = {}
for key, value in diarization.items():
if key in ("segments", "word_segments"):
new_items = []
for item in value:
new_item = _replace_speaker(item)
if key == "segments" and "words" in item:
new_item["words"] = [_replace_speaker(w) for w in item["words"]]
new_items.append(new_item)
result[key] = new_items
else:
result[key] = value
return result
def _merge_intervals(intervals: list[Interval]) -> list[Interval]:
"""Return a list of non-overlapping intervals sorted by start time."""
if not intervals:
return []
sorted_intervals = sorted(intervals, key=lambda interval: interval.start)
merged: list[Interval] = [
Interval(sorted_intervals[0].start, sorted_intervals[0].end)
]
for interval in sorted_intervals[1:]:
if interval.start <= merged[-1].end:
merged[-1].end = max(merged[-1].end, interval.end)
else:
merged.append(Interval(interval.start, interval.end))
return merged
def _total_duration(intervals: list[Interval]) -> float:
"""Return the sum of all interval durations."""
return sum(interval.end - interval.start for interval in intervals)
def _overlap_duration(
a_intervals: list[Interval],
b_intervals: list[Interval],
) -> float:
"""Compute total overlap between two merged interval lists, sorted by start time.
Uses a sweep-line approach in O(n + m).
"""
overlap = 0.0
i = j = 0
while i < len(a_intervals) and j < len(b_intervals):
a = a_intervals[i]
b = b_intervals[j]
lo = max(a.start, b.start)
hi = min(a.end, b.end)
if lo < hi:
overlap += hi - lo
if a.end <= b.end:
i += 1
else:
j += 1
return overlap
def _parse_iso(ts: str) -> datetime:
"""Parse an ISO-formatted timestamp string."""
return datetime.fromisoformat(ts)
def _build_participant_timelines(
metadata: dict[str, Any],
recording_start_datetime: datetime,
) -> tuple[dict[str, list[Interval]], dict[str, str]]:
"""Build VAD interval timelines for each participant.
Args:
metadata: Dict with `events` and `participants` keys.
recording_start_datetime: UTC datetime used as t=0 reference.
Returns:
participant_id → merged VAD intervals
(seconds relative to recording_start_datetime).
participant_id → display name.
Intervals are in seconds relative to recording_start_datetime.
Events before recording start are clamped to 0.
"""
events = metadata.get("events", [])
participants_info = {
p["participantId"]: p.get("name", p["participantId"])
for p in metadata.get("participants", [])
}
ref_epoch = recording_start_datetime.timestamp()
open_starts: dict[str, float] = {}
intervals: dict[str, list[Interval]] = {}
for event in events:
pid = event["participant_id"]
ts = _parse_iso(event["timestamp"]).timestamp() - ref_epoch
etype = event["type"]
# TODO: close open speech_start
if etype == "speech_start":
open_starts[pid] = max(ts, 0.0)
elif etype == "speech_end":
start = open_starts.pop(pid, None)
if start is not None:
end = max(ts, 0.0)
if end > start:
intervals.setdefault(pid, []).append(Interval(start, end))
for pid, pid_intervals in intervals.items():
intervals[pid] = _merge_intervals(pid_intervals)
return intervals, participants_info
def _build_speaker_timelines(
transcription: Any,
) -> dict[str, list[Interval]]:
"""Build interval timelines from WhisperX transcription segments."""
intervals: dict[str, list[Interval]] = {}
segments = transcription.segments if hasattr(transcription, "segments") else []
for segment in segments:
speaker = segment.get("speaker")
if speaker is None:
continue
intervals.setdefault(speaker, []).append(
Interval(segment["start"], segment["end"])
)
for speaker, speaker_intervals in intervals.items():
intervals[speaker] = _merge_intervals(speaker_intervals)
return intervals
def assign_speakers(
metadata: dict[str, Any],
transcription: Any,
recording_start_datetime: datetime,
overlap_threshold: float = DEFAULT_OVERLAP_THRESHOLD,
) -> AssignmentResult:
"""Match WhisperX speaker labels to participants.
Args:
metadata: User metadata with `events` and `participants`.
transcription: WhisperX Transcription object with a `segments` attribute.
recording_start_datetime: UTC datetime for t=0 reference.
overlap_threshold: Minimum overlap/speaker_duration to accept.
Returns:
AssignmentResult with per-speaker assignments and unassigned
speakers.
"""
participant_timelines, participant_names = _build_participant_timelines(
metadata, recording_start_datetime
)
speaker_timelines = _build_speaker_timelines(transcription)
logger.info("Info info info")
logger.info(metadata)
logger.info(recording_start_datetime)
logger.info("participant_timelines")
logger.info(participant_timelines)
logger.info("participant_names")
logger.info(participant_names)
result = AssignmentResult()
for speaker, speaker_intervals in speaker_timelines.items():
speaker_duration = _total_duration(speaker_intervals)
if speaker_duration == 0:
result.unassigned_speakers.append(speaker)
continue
best_pid: str | None = None
best_score: float = 0.0
for pid, part_intervals in participant_timelines.items():
overlap = _overlap_duration(speaker_intervals, part_intervals)
score = overlap / speaker_duration
if score > best_score:
best_score = score
best_pid = pid
if best_pid is not None and best_score >= overlap_threshold:
result.assignments.append(
SpeakerAssignment(
speaker_label=speaker,
participant_id=best_pid,
participant_name=participant_names.get(best_pid, best_pid),
score=best_score,
)
)
logger.info(
"Assigned %s -> %s (score=%.3f)",
speaker,
participant_names.get(best_pid, best_pid),
best_score,
)
else:
result.unassigned_speakers.append(speaker)
logger.info(
"Speaker %s unassigned (best=%.3f, threshold=%.3f)",
speaker,
best_score,
overlap_threshold,
)
return result
+81 -20
View File
@@ -3,18 +3,22 @@
import json
import logging
import requests
from requests import Session
from requests.adapters import HTTPAdapter
from urllib3.util import Retry
from summary.core.config import get_settings
from summary.core.shared_models import (
WebhookPayloads,
)
settings = get_settings()
logger = logging.getLogger(__name__)
def _create_retry_session():
def _create_retry_session(api_key: str | None = None):
"""Create an HTTP session configured with retry logic."""
session = Session()
retries = Retry(
@@ -24,15 +28,16 @@ def _create_retry_session():
allowed_methods={"POST"},
)
session.mount("https://", HTTPAdapter(max_retries=retries))
if api_key:
session.headers.update({"Authorization": f"Bearer {api_key}"})
return session
def _post_with_retries(url, data):
def _post_with_retries(*, url, data, api_key: str | None = None):
"""Send POST request with automatic retries."""
session = _create_retry_session()
session.headers.update(
{"Authorization": f"Bearer {settings.webhook_api_token.get_secret_value()}"}
)
session = _create_retry_session(api_key=api_key)
try:
response = session.post(url, json=data)
response.raise_for_status()
@@ -41,22 +46,78 @@ def _post_with_retries(url, data):
session.close()
def submit_content(content, title, email, sub):
"""Submit content to the configured webhook destination.
def call_webhook_v1(*, tenant_id: str, payload: dict) -> None:
"""Call webhook with payload a payload and optional token."""
tenant = settings.get_authorized_tenant(tenant_id=tenant_id)
Builds the payload, sends it with retries, and logs the outcome.
"""
data = {
"title": title,
"content": content,
"email": email,
"sub": sub,
}
logger.debug("Submitting to %s", tenant.webhook_url)
logger.debug("Request payload: %s", json.dumps(payload, indent=2))
logger.debug("Submitting to %s", settings.webhook_url)
logger.debug("Request payload: %s", json.dumps(data, indent=2))
response = _post_with_retries(settings.webhook_url, data)
response = _post_with_retries(
url=tenant.webhook_url,
api_key=tenant.webhook_api_key.get_secret_value(),
data=payload,
)
try:
response_data = response.json()
document_id = response_data.get("id", "N/A")
except (json.JSONDecodeError, AttributeError):
document_id = "Unable to parse response"
response_data = response.text
logger.info(
"Delivery success | Document %s submitted (HTTP %s)",
document_id,
response.status_code,
)
logger.debug("Full response: %s", response_data)
def submit_content(content: str, title: str, email: str, sub: str) -> None:
"""Submit content to the configured webhook destination.
Builds the payload, sends it with retries, and logs the outcome.
Notes:
Deprecated: Use call_webhook_v2 directly instead.
Deprecated:
This will route content to the v1 default tenant
"""
data = {
"title": title,
"content": content,
"email": email,
"sub": sub,
}
call_webhook_v1(payload=data, tenant_id=settings.v1_tenant_id)
def call_webhook_v2(
*,
tenant_id: str,
payload: WebhookPayloads,
) -> None:
"""Call webhook with a payload to a specific tenant.
Request is performed wihtout retry, retry should be handled at the task level.
"""
tenant = settings.get_authorized_tenant(tenant_id=tenant_id)
logger.debug("Submitting to %s", tenant.webhook_url)
logger.debug("Request payload: %s", payload.model_dump_json(indent=2))
response = requests.post(
tenant.webhook_url,
json=payload.model_dump(),
headers={
"Authorization": f"Bearer {tenant.webhook_api_key.get_secret_value()}",
},
timeout=(10, 20),
)
response.raise_for_status()
try:
response_data = response.json()
+3 -2
View File
@@ -4,7 +4,7 @@ import sentry_sdk
from fastapi import FastAPI
from summary.api import health
from summary.api.main import api_router
from summary.api.main import api_router_v1, api_router_v2
from summary.core.config import get_settings
settings = get_settings()
@@ -17,5 +17,6 @@ app = FastAPI(
title=settings.app_name,
)
app.include_router(api_router, prefix=settings.app_api_v1_str)
app.include_router(api_router_v1, prefix=settings.app_api_v1_str)
app.include_router(api_router_v2, prefix=settings.app_api_v2_str)
app.include_router(health.router)
+2 -2
View File
@@ -5,7 +5,7 @@ class TestHeartbeat:
"""Tests for the /__heartbeat__ endpoint."""
def test_returns_200(self, client):
"""The heartbeat endpoint responds with 200 OK without a token."""
"""The heartbeat endpoint responds with 200 OK without an api_key."""
response = client.get("/__heartbeat__")
assert response.status_code == 200
@@ -15,7 +15,7 @@ class TestLBHeartbeat:
"""Tests for the /__lbheartbeat__ endpoint."""
def test_returns_200(self, client):
"""The load-balancer heartbeat endpoint responds with 200 OK without a token."""
"""The LB heartbeat endpoint responds with 200 OK without an api_key."""
response = client.get("/__lbheartbeat__")
assert response.status_code == 200
+7 -9
View File
@@ -5,7 +5,7 @@ from unittest.mock import MagicMock, patch
class TestTasks:
"""Tests for the /tasks endpoint."""
"""Tests for the /v1/tasks endpoint."""
@patch(
"summary.api.route.tasks.process_audio_transcribe_summarize_v2.apply_async",
@@ -19,13 +19,12 @@ class TestTasks:
headers={"Authorization": "Bearer test-api-token"},
json={
"owner_id": "owner-123",
"recording_filename": "recording.mp4",
"metadata_filename": "metadata.json", # TODO: change
"filename": "recording.mp4",
"email": "user@example.com",
"sub": "sub-123",
"room": "room-abc",
"worker_id": "EG_test123",
"owner_timezone": "UTC",
"recording_date": "2026-01-01",
"recording_time": "10:00:00",
"language": None,
"download_link": "http://example.com/file.mp4",
},
@@ -37,14 +36,13 @@ class TestTasks:
args = mock_apply_async.call_args.kwargs["args"]
assert args == [
"owner-123", # owner_id
"recording.mp4", # recording_filename
"metadata.json", # metadata_filename
"recording.mp4", # filename
"user@example.com", # email
"sub-123", # sub
1735725600.0, # frozen time
"room-abc", # room
"EG_test123", # worker_id
"UTC", # owner_timezone
"2026-01-01", # recording_date
"10:00:00", # recording_time
None, # language
"http://example.com/file.mp4", # download_link
None, # context_language
+130
View File
@@ -0,0 +1,130 @@
"""Integration tests for the V2 task API endpoints."""
from unittest.mock import MagicMock, patch
class TestTasksV2:
"""Tests for the /tasks async V2 endpoints."""
@patch(
"summary.api.route.tasks_v2.process_audio_transcribe_v2_task.apply_async",
return_value=MagicMock(id="transcribe-task-id-abc"),
)
def test_create_transcribe_task_v2_returns_task_id(self, mock_apply_async, client):
"""POST /async/transcribe creates a task and injects tenant_id."""
response = client.post(
"/api/v2/async/transcribe",
headers={"Authorization": "Bearer test-api-token"},
json={
"remote_id": "remote-001",
"remote_owner_id": "owner-123",
"cloud_storage_url": "https://example.com/audio.mp3",
"language": "en",
"context_language": "fr",
},
)
assert response.status_code == 200
assert response.json() == {
"id": "transcribe-task-id-abc",
"message": "Transcribe task created",
}
args = mock_apply_async.call_args.kwargs["args"]
assert args == [
{
"remote_id": "remote-001",
"remote_owner_id": "owner-123",
"cloud_storage_url": "https://example.com/audio.mp3",
"language": "en",
"context_language": "fr",
"tenant_id": "test-tenant",
}
]
@patch(
"summary.api.route.tasks_v2.summarize_v2_task.apply_async",
return_value=MagicMock(id="summarize-task-id-abc"),
)
def test_create_summarize_task_v2_returns_task_id(self, mock_apply_async, client):
"""POST /async/summarize creates a task and injects tenant_id."""
response = client.post(
"/api/v2/async/summarize",
headers={"Authorization": "Bearer test-api-token"},
json={
"remote_id": "remote-002",
"remote_owner_id": "owner-456",
"content": "This is a long meeting transcript to summarize.",
},
)
assert response.status_code == 200
assert response.json() == {
"id": "summarize-task-id-abc",
"message": "Summarize task created",
}
args = mock_apply_async.call_args.kwargs["args"]
assert args == [
{
"remote_id": "remote-002",
"remote_owner_id": "owner-456",
"content": "This is a long meeting transcript to summarize.",
"tenant_id": "test-tenant",
}
]
@patch("summary.api.route.tasks_v2.AsyncResult")
def test_get_transcribe_task_status_returns_status_for_same_tenant(
self, mock_async_result, client
):
"""GET /async/transcribe/{id} returns status when tenant matches."""
mock_async_result.return_value = MagicMock(
status="PENDING",
args=[{"tenant_id": "test-tenant"}],
)
response = client.get(
"/api/v2/async/transcribe/task-id-abc",
headers={"Authorization": "Bearer test-api-token"},
)
assert response.status_code == 200
assert response.json() == {"id": "task-id-abc", "status": "PENDING"}
mock_async_result.assert_called_once_with("task-id-abc")
@patch("summary.api.route.tasks_v2.AsyncResult")
def test_get_summarize_task_status_returns_status_for_same_tenant(
self, mock_async_result, client
):
"""GET /async/summarize/{id} returns status when tenant matches."""
mock_async_result.return_value = MagicMock(
status="SUCCESS",
args=[{"tenant_id": "test-tenant"}],
)
response = client.get(
"/api/v2/async/summarize/task-id-abc",
headers={"Authorization": "Bearer test-api-token"},
)
assert response.status_code == 200
assert response.json() == {"id": "task-id-abc", "status": "SUCCESS"}
mock_async_result.assert_called_once_with("task-id-abc")
@patch("summary.api.route.tasks_v2.AsyncResult")
def test_get_task_status_returns_404_when_args_are_missing(
self, mock_async_result, client
):
"""GET /async/.../{id} returns 404 when task args are invalid."""
mock_async_result.return_value = MagicMock(status="SUCCESS", args=None)
response = client.get(
"/api/v2/async/transcribe/task-id-abc",
headers={"Authorization": "Bearer test-api-token"},
)
assert response.status_code == 404
assert response.json() == {"detail": "Not found"}
+10 -2
View File
@@ -4,14 +4,22 @@ import pytest
from fastapi.testclient import TestClient
from pydantic import SecretStr
from summary.core.config import Settings, get_settings
from summary.core.config import AuthorizedTenant, Settings, get_settings
from summary.main import app
def get_settings_override():
"""Return settings for tests."""
return Settings(
app_api_token=SecretStr("test-api-token"),
v1_tenant_id="test-tenant",
authorized_tenants=(
AuthorizedTenant(
webhook_url="https://example.com/webhook",
id="test-tenant",
api_key=SecretStr("test-api-token"),
webhook_api_key=SecretStr("test-webhook-api-key"),
),
),
)
-477
View File
@@ -1,477 +0,0 @@
"""Tests for the speaker-to-user assignment service."""
from dataclasses import dataclass, field
from datetime import datetime
from summary.core.user_assign import (
AssignmentResult,
Interval,
SpeakerAssignment,
_merge_intervals,
_overlap_duration,
_total_duration,
assign_speakers,
)
@dataclass
class FakeTranscription:
"""Mimics the OpenAI Transcription pydantic model for testing."""
segments: list = field(default_factory=list)
RECORDING_START = datetime.fromisoformat("2026-03-17T15:30:33.000001")
METADATA_SINGLE_USER = {
"events": [
{
"participant_id": "da8d39ff-3b1c-4e8d-9a70-c630c9871bcb",
"type": "participant_connected",
"timestamp": "2026-03-17T15:30:33.000001",
},
{
"participant_id": "da8d39ff-3b1c-4e8d-9a70-c630c9871bcb",
"type": "speech_start",
"timestamp": "2026-03-17T15:30:36.039456",
},
{
"participant_id": "da8d39ff-3b1c-4e8d-9a70-c630c9871bcb",
"type": "speech_end",
"timestamp": "2026-03-17T15:30:36.589114",
},
{
"participant_id": "da8d39ff-3b1c-4e8d-9a70-c630c9871bcb",
"type": "speech_start",
"timestamp": "2026-03-17T15:30:38.887518",
},
{
"participant_id": "da8d39ff-3b1c-4e8d-9a70-c630c9871bcb",
"type": "speech_end",
"timestamp": "2026-03-17T15:30:39.438141",
},
{
"participant_id": "da8d39ff-3b1c-4e8d-9a70-c630c9871bcb",
"type": "participant_disconnected",
"timestamp": "2026-03-17T15:30:43.223255",
},
],
"participants": [
{
"participantId": "da8d39ff-3b1c-4e8d-9a70-c630c9871bcb",
"name": "cameledev",
}
],
}
DIARIZATION_SINGLE_SPEAKER = FakeTranscription(
segments=[
{
"start": 1.363,
"end": 3.545,
"text": " The stale smell.",
"speaker": "SPEAKER_00",
},
{
"start": 4.466,
"end": 6.247,
"text": "It takes heat.",
"speaker": "SPEAKER_00",
},
],
)
USER_ID = "da8d39ff-3b1c-4e8d-9a70-c630c9871bcb"
class TestMergeIntervals:
"""Tests for _merge_intervals."""
def test_empty(self):
"""Empty input returns empty list."""
assert _merge_intervals([]) == []
def test_no_overlap(self):
"""Non-overlapping intervals stay separate."""
result = _merge_intervals([Interval(1, 2), Interval(3, 4)])
assert len(result) == 2
def test_overlap(self):
"""Overlapping intervals are merged."""
result = _merge_intervals([Interval(1, 3), Interval(2, 4)])
assert len(result) == 1
assert result[0].start == 1
assert result[0].end == 4
def test_adjacent(self):
"""Adjacent intervals are merged."""
result = _merge_intervals([Interval(1, 2), Interval(2, 3)])
assert len(result) == 1
assert result[0].start == 1
assert result[0].end == 3
def test_unsorted(self):
"""Unsorted input is sorted before merging."""
result = _merge_intervals([Interval(5, 6), Interval(1, 2)])
assert len(result) == 2
assert result[0].start == 1
class TestOverlapDuration:
"""Tests for _overlap_duration."""
def test_no_overlap(self):
"""Disjoint intervals have zero overlap."""
a = [Interval(1, 2)]
b = [Interval(3, 4)]
assert _overlap_duration(a, b) == 0.0
def test_full_overlap(self):
"""Identical intervals have full overlap."""
a = [Interval(1, 3)]
b = [Interval(1, 3)]
assert _overlap_duration(a, b) == 2.0
def test_partial_overlap(self):
"""Partially overlapping intervals."""
a = [Interval(1, 3)]
b = [Interval(2, 4)]
assert _overlap_duration(a, b) == 1.0
def test_multiple_intervals(self):
"""Multiple intervals with a spanning interval."""
a = [Interval(1, 3), Interval(5, 7)]
b = [Interval(2, 6)]
assert _overlap_duration(a, b) == 2.0
def test_empty(self):
"""Empty input yields zero overlap."""
assert _overlap_duration([], [Interval(1, 2)]) == 0.0
assert _overlap_duration([Interval(1, 2)], []) == 0.0
class TestTotalDuration:
"""Tests for _total_duration."""
def test_basic(self):
"""Sum of durations for multiple intervals."""
ivs = [Interval(0, 1), Interval(2, 5)]
assert _total_duration(ivs) == 4.0
def test_empty(self):
"""Empty input returns zero."""
assert _total_duration([]) == 0.0
class TestAssignSpeakers:
"""Tests for assign_speakers."""
def test_single_speaker_single_user(self):
"""Single speaker assigned to single user with low threshold."""
result = assign_speakers(
METADATA_SINGLE_USER,
DIARIZATION_SINGLE_SPEAKER,
RECORDING_START,
overlap_threshold=0.2,
)
assert len(result.assignments) == 1
assert result.assignments[0].speaker_label == "SPEAKER_00"
assert result.assignments[0].participant_id == USER_ID
assert result.assignments[0].participant_name == "cameledev"
assert result.assignments[0].score > 0
assert result.unassigned_speakers == []
def test_no_vad_events(self):
"""Participant with no speech leaves speakers unassigned."""
metadata = {
"events": [
{
"participant_id": "user-a",
"type": "participant_connected",
"timestamp": "2026-03-17T15:30:33.000000",
},
],
"participants": [{"participantId": "user-a", "name": "Silent User"}],
}
result = assign_speakers(
metadata,
DIARIZATION_SINGLE_SPEAKER,
RECORDING_START,
)
assert len(result.assignments) == 0
assert "SPEAKER_00" in result.unassigned_speakers
def test_multiple_speakers_same_user(self):
"""Two speakers from same mic both assigned to same user."""
metadata = {
"events": [
{
"participant_id": "user-a",
"type": "speech_start",
"timestamp": "2026-03-17T15:30:35.000000",
},
{
"participant_id": "user-a",
"type": "speech_end",
"timestamp": "2026-03-17T15:30:50.000000",
},
],
"participants": [{"participantId": "user-a", "name": "Shared Mic"}],
}
transcription = FakeTranscription(
segments=[
{"start": 1.0, "end": 3.0, "speaker": "SPEAKER_00"},
{"start": 5.0, "end": 7.0, "speaker": "SPEAKER_01"},
],
)
result = assign_speakers(metadata, transcription, RECORDING_START)
assert len(result.assignments) == 2
pids = {a.participant_id for a in result.assignments}
assert pids == {"user-a"}
def test_two_users_two_speakers(self):
"""Each speaker maps to correct user by VAD overlap."""
metadata = {
"events": [
{
"participant_id": "user-a",
"type": "speech_start",
"timestamp": "2026-03-17T15:30:34.000001",
},
{
"participant_id": "user-a",
"type": "speech_end",
"timestamp": "2026-03-17T15:30:37.000001",
},
{
"participant_id": "user-b",
"type": "speech_start",
"timestamp": "2026-03-17T15:30:38.000001",
},
{
"participant_id": "user-b",
"type": "speech_end",
"timestamp": "2026-03-17T15:30:41.000001",
},
],
"participants": [
{"participantId": "user-a", "name": "Alice"},
{"participantId": "user-b", "name": "Bob"},
],
}
transcription = FakeTranscription(
segments=[
{"start": 1.5, "end": 3.5, "speaker": "SPEAKER_00"},
{"start": 5.5, "end": 7.5, "speaker": "SPEAKER_01"},
],
)
result = assign_speakers(metadata, transcription, RECORDING_START)
assert len(result.assignments) == 2
by_speaker = {a.speaker_label: a for a in result.assignments}
assert by_speaker["SPEAKER_00"].participant_name == "Alice"
assert by_speaker["SPEAKER_01"].participant_name == "Bob"
def test_overlapping_speech_two_users(self):
"""Simultaneous speech from two users still assigns each speaker correctly."""
# user-a speaks from t=1s to t=6s, user-b speaks from t=3s to t=8s
# (3s overlap where both are speaking)
# SPEAKER_00 diarization covers t=1.55.5 (mostly user-a)
# SPEAKER_01 diarization covers t=4.07.5 (mostly user-b)
metadata = {
"events": [
{
"participant_id": "user-a",
"type": "speech_start",
"timestamp": "2026-03-17T15:30:34.000001",
},
{
"participant_id": "user-b",
"type": "speech_start",
"timestamp": "2026-03-17T15:30:36.000001",
},
{
"participant_id": "user-a",
"type": "speech_end",
"timestamp": "2026-03-17T15:30:39.000001",
},
{
"participant_id": "user-b",
"type": "speech_end",
"timestamp": "2026-03-17T15:30:41.000001",
},
],
"participants": [
{"participantId": "user-a", "name": "Alice"},
{"participantId": "user-b", "name": "Bob"},
],
}
transcription = FakeTranscription(
segments=[
{"start": 1.5, "end": 5.5, "speaker": "SPEAKER_00"},
{"start": 4.0, "end": 7.5, "speaker": "SPEAKER_01"},
],
)
result = assign_speakers(
metadata, transcription, RECORDING_START, overlap_threshold=0.3
)
assert len(result.assignments) == 2
by_speaker = {a.speaker_label: a for a in result.assignments}
assert by_speaker["SPEAKER_00"].participant_name == "Alice"
assert by_speaker["SPEAKER_01"].participant_name == "Bob"
assert result.unassigned_speakers == []
def test_below_threshold(self):
"""Speaker with minimal overlap stays unassigned."""
metadata = {
"events": [
{
"participant_id": "user-a",
"type": "speech_start",
"timestamp": "2026-03-17T15:30:34.000001",
},
{
"participant_id": "user-a",
"type": "speech_end",
"timestamp": "2026-03-17T15:30:35.169950",
},
],
"participants": [{"participantId": "user-a", "name": "Brief User"}],
}
transcription = FakeTranscription(
segments=[
{"start": 1.0, "end": 10.0, "speaker": "SPEAKER_00"},
],
)
result = assign_speakers(
metadata,
transcription,
RECORDING_START,
overlap_threshold=0.5,
)
assert len(result.assignments) == 0
assert "SPEAKER_00" in result.unassigned_speakers
def test_events_before_recording_start_clamped(self):
"""Speech events before recording start are clamped to t=0."""
metadata = {
"events": [
{
"participant_id": "user-a",
"type": "speech_start",
"timestamp": "2026-03-17T15:30:31.000001", # before RECORDING_START
},
{
"participant_id": "user-a",
"type": "speech_end",
"timestamp": "2026-03-17T15:30:36.000001", # after RECORDING_START
},
],
"participants": [{"participantId": "user-a", "name": "Early User"}],
}
transcription = FakeTranscription(
segments=[
{"start": 0.0, "end": 3.0, "speaker": "SPEAKER_00"},
],
)
result = assign_speakers(metadata, transcription, RECORDING_START)
assert len(result.assignments) == 1
assert result.assignments[0].participant_name == "Early User"
def test_empty_diarization(self):
"""No segments produces empty result."""
result = assign_speakers(
METADATA_SINGLE_USER, FakeTranscription(segments=[]), RECORDING_START
)
assert result == AssignmentResult()
def test_segment_without_speaker_ignored(self):
"""Segments missing speaker key are skipped."""
transcription = FakeTranscription(
segments=[
{"start": 1.0, "end": 3.0, "text": "no speaker"},
],
)
result = assign_speakers(METADATA_SINGLE_USER, transcription, RECORDING_START)
assert result == AssignmentResult()
class TestApply:
"""Tests for AssignmentResult.apply."""
def test_replaces_speakers_in_segments_and_words(self):
"""Speaker labels replaced in segments, words, and word_segments."""
diarization = {
"segments": [
{
"start": 1.0,
"end": 3.0,
"text": "Hello",
"speaker": "SPEAKER_00",
"words": [
{
"word": "Hello",
"start": 1.0,
"end": 1.5,
"speaker": "SPEAKER_00",
},
],
},
{
"start": 4.0,
"end": 6.0,
"text": "World",
"speaker": "SPEAKER_01",
"words": [
{
"word": "World",
"start": 4.0,
"end": 4.5,
"speaker": "SPEAKER_01",
},
],
},
],
"word_segments": [
{"word": "Hello", "start": 1.0, "end": 1.5, "speaker": "SPEAKER_00"},
{"word": "World", "start": 4.0, "end": 4.5, "speaker": "SPEAKER_01"},
],
}
assignment = AssignmentResult(
assignments=[
SpeakerAssignment("SPEAKER_00", "id-a", "Alice", 0.9),
SpeakerAssignment("SPEAKER_01", "id-b", "Bob", 0.8),
],
)
result = assignment.apply(diarization)
assert result["segments"][0]["speaker"] == "Alice"
assert result["segments"][0]["words"][0]["speaker"] == "Alice"
assert result["segments"][1]["speaker"] == "Bob"
assert result["word_segments"][0]["speaker"] == "Alice"
assert result["word_segments"][1]["speaker"] == "Bob"
def test_unassigned_speakers_unchanged(self):
"""Unassigned speaker labels are left as-is."""
diarization = {
"segments": [
{"start": 1.0, "end": 3.0, "speaker": "SPEAKER_02"},
],
}
assignment = AssignmentResult(
assignments=[
SpeakerAssignment("SPEAKER_00", "id-a", "Alice", 0.9),
],
unassigned_speakers=["SPEAKER_02"],
)
result = assignment.apply(diarization)
assert result["segments"][0]["speaker"] == "SPEAKER_02"
def test_preserves_extra_keys(self):
"""Non-segment keys in diarization are preserved."""
diarization = {
"segments": [],
"language": "en",
"custom_field": 42,
}
result = AssignmentResult().apply(diarization)
assert result["language"] == "en"
assert result["custom_field"] == 42