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✨(agents) add Sentry instrumentation for agents

Browse Source 
Add Sentry observability to the `agents`. Introduce a dedicated
`observability.py` module. Refactor both agents to use the shared
observability layer and extract task helpers into a new `tasks.py` module,
making task execution easier to instrument and maintain.
This commit is contained in:
leo
2026-07-07 14:48:24 +02:00
committed by aleb_the_flash
parent e6f0ff5112
commit d43b335546
10 changed files with 335 additions and 139 deletions
Download Patch File Download Diff File Expand all files Collapse all files
CHANGELOG.md
+1
View File
@@ -12,6 +12,7 @@ and this project adheres to
- ✨(backend) extend analytics module to support feature flags - ✨(backend) extend analytics module to support feature flags
- ✨(backend) implement feature flags in Posthog analytics backend - ✨(backend) implement feature flags in Posthog analytics backend
- ✨(agents) report errors to Sentry for all LiveKit agents
### Changed ### Changed
env.d/development/multi_user_transcriber.dist
+3
View File
@@ -9,3 +9,6 @@ DEEPGRAM_API_KEY=
KYUTAI_STT_BASE_URL= KYUTAI_STT_BASE_URL=
KYUTAI_API_KEY= KYUTAI_API_KEY=
SENTRY_DSN=
SENTRY_ENVIRONMENT=
src/agents/metadata_collector.py
+23 -7
View File
@@ -32,6 +32,8 @@ from minio import Minio
from minio.error import S3Error from minio.error import S3Error
from exceptions import MissingConfigError from exceptions import MissingConfigError
from observability import configure_sentry, set_job_context
from tasks import done_callback
load_dotenv() load_dotenv()
@@ -42,6 +44,7 @@ AGENT_NAME = os.getenv("METADATA_COLLECTOR_AGENT_NAME", "metadata-collector")
def prewarm(proc: JobProcess): def prewarm(proc: JobProcess):
"""Preload voice activity detection model.""" """Preload voice activity detection model."""
configure_sentry(AGENT_NAME)
proc.userdata["vad"] = silero.VAD.load() proc.userdata["vad"] = silero.VAD.load()
@@ -174,7 +177,13 @@ class MetadataCollector:
self.on_chat_message_received(reader, participant_identity) self.on_chat_message_received(reader, participant_identity)
) )
self._tasks.add(task) self._tasks.add(task)
task.add_done_callback(lambda _: self._tasks.remove(task)) task.add_done_callback(
done_callback(
logger,
self._tasks,
f"process chat stream from {participant_identity}",
)
)
def save(self): def save(self):
"""Serialize collected events and upload as JSON to S3.""" """Serialize collected events and upload as JSON to S3."""
@@ -270,16 +279,18 @@ class MetadataCollector:
logger.info("Participant disconnected: %s", participant.identity) logger.info("Participant disconnected: %s", participant.identity)
task = asyncio.create_task(self._close_session(session)) task = asyncio.create_task(self._close_session(session))
self._tasks.add(task) self._tasks.add(task)
task.add_done_callback(
def on_close_done(_): done_callback(
self._tasks.discard(task) logger,
logger.info( self._tasks,
f"close VAD session for {participant.identity}",
on_success=lambda _: logger.info(
"VAD session closed for %s (remaining sessions: %d)", "VAD session closed for %s (remaining sessions: %d)",
participant.identity, participant.identity,
len(self._sessions), len(self._sessions),
),
)
) )
task.add_done_callback(on_close_done)
def on_participant_name_changed(self, participant: rtc.RemoteParticipant): def on_participant_name_changed(self, participant: rtc.RemoteParticipant):
"""Update stored participant name when it changes.""" """Update stored participant name when it changes."""
@@ -360,6 +371,8 @@ async def handle_job_request(job_req: JobRequest) -> None:
@server.rtc_session(agent_name=AGENT_NAME, on_request=handle_job_request) @server.rtc_session(agent_name=AGENT_NAME, on_request=handle_job_request)
async def entrypoint(ctx: JobContext): async def entrypoint(ctx: JobContext):
"""Initialize and run the metadata collector.""" """Initialize and run the metadata collector."""
set_job_context(room=ctx.room.name, job_id=ctx.job.id)
logger.info("Starting metadata agent in room: %s", ctx.room.name) logger.info("Starting metadata agent in room: %s", ctx.room.name)
recording_id = ctx.job.metadata recording_id = ctx.job.metadata
metadata_collector = MetadataCollector(ctx, recording_id) metadata_collector = MetadataCollector(ctx, recording_id)
@@ -377,4 +390,7 @@ async def entrypoint(ctx: JobContext):
if __name__ == "__main__": if __name__ == "__main__":
# Initialize Sentry for the worker process. Each job runs in its own
# (forked) process and re-initializes Sentry via prewarm().
configure_sentry(AGENT_NAME)
cli.run_app(server) cli.run_app(server)
src/agents/multi_user_transcriber.py
+25 -10
View File
@@ -25,6 +25,9 @@ from livekit.agents import (
) )
from livekit.plugins import deepgram, silero from livekit.plugins import deepgram, silero
from observability import configure_sentry, set_job_context
from tasks import done_callback
load_dotenv() load_dotenv()
logger = logging.getLogger("transcriber") logger = logging.getLogger("transcriber")
@@ -99,24 +102,29 @@ class MultiUserTranscriber:
logger.info(f"starting session for {participant.identity}") logger.info(f"starting session for {participant.identity}")
task = asyncio.create_task(self._start_session(participant)) task = asyncio.create_task(self._start_session(participant))
self._tasks.add(task) self._tasks.add(task)
task.add_done_callback(
def on_task_done(task: asyncio.Task): done_callback(
try: logger,
self._sessions[participant.identity] = task.result() self._tasks,
finally: f"start transcription session for {participant.identity}",
self._tasks.discard(task) )
)
task.add_done_callback(on_task_done)
def on_participant_disconnected(self, participant: rtc.RemoteParticipant): def on_participant_disconnected(self, participant: rtc.RemoteParticipant):
"""Handle participant disconnection by closing transcription session.""" """Handle participant disconnection by closing transcription session."""
if (session := self._sessions.pop(participant.identity)) is None: if (session := self._sessions.pop(participant.identity, None)) is None:
return return
logger.info(f"closing session for {participant.identity}") logger.info(f"closing session for {participant.identity}")
task = asyncio.create_task(self._close_session(session)) task = asyncio.create_task(self._close_session(session))
self._tasks.add(task) self._tasks.add(task)
task.add_done_callback(lambda _: self._tasks.discard(task)) task.add_done_callback(
done_callback(
logger,
self._tasks,
f"close transcription session for {participant.identity}",
)
)
async def _start_session(self, participant: rtc.RemoteParticipant) -> AgentSession: async def _start_session(self, participant: rtc.RemoteParticipant) -> AgentSession:
"""Create and start transcription session for participant.""" """Create and start transcription session for participant."""
@@ -139,6 +147,7 @@ class MultiUserTranscriber:
participant_identity=participant.identity, participant_identity=participant.identity,
) )
) )
self._sessions[participant.identity] = session
return session return session
async def _close_session(self, sess: AgentSession) -> None: async def _close_session(self, sess: AgentSession) -> None:
@@ -149,6 +158,8 @@ class MultiUserTranscriber:
async def entrypoint(ctx: JobContext): async def entrypoint(ctx: JobContext):
"""Initialize and run the multi-user transcriber.""" """Initialize and run the multi-user transcriber."""
set_job_context(room=ctx.room.name, job_id=ctx.job.id)
transcriber = MultiUserTranscriber(ctx) transcriber = MultiUserTranscriber(ctx)
transcriber.start() transcriber.start()
@@ -193,11 +204,15 @@ async def handle_transcriber_job_request(job_req: JobRequest) -> None:
def prewarm(proc: JobProcess): def prewarm(proc: JobProcess):
"""Preload voice activity detection model.""" """Preload voice activity detection model."""
configure_sentry(TRANSCRIBER_AGENT_NAME)
if ENABLE_SILERO_VAD: if ENABLE_SILERO_VAD:
proc.userdata["vad"] = silero.VAD.load() proc.userdata["vad"] = silero.VAD.load()
if __name__ == "__main__": if __name__ == "__main__":
# Initialize Sentry for the worker process. Each job runs in its own
# (forked) process and re-initializes Sentry via prewarm().
configure_sentry(TRANSCRIBER_AGENT_NAME)
cli.run_app( cli.run_app(
WorkerOptions( WorkerOptions(
entrypoint_fnc=entrypoint, entrypoint_fnc=entrypoint,
src/agents/observability.py
+83
View File
@@ -0,0 +1,83 @@
"""Sentry helpers for the LiveKit agents."""
import logging
import os
import tomllib
from os import path
import sentry_sdk
from sentry_sdk.integrations.logging import LoggingIntegration
logger = logging.getLogger("observability")
BASE_DIR = path.dirname(path.abspath(__file__))
def get_release():
"""Get the current release of the application.
By release, we mean the ``version`` declared in ``pyproject.toml``.
If the file cannot be read or declares no version, it defaults to "NA".
"""
try:
with open(path.join(BASE_DIR, "pyproject.toml"), "rb") as pyproject:
return tomllib.load(pyproject)["project"]["version"]
except (FileNotFoundError, KeyError, tomllib.TOMLDecodeError):
return "NA" # Default: not available
def configure_sentry(agent_name: str) -> None:
"""Initialize Sentry for the current agent process.
No-op if ``SENTRY_DSN`` is not configured. Otherwise (re)initializes Sentry
unconditionally so the calling process gets its own live transport.
Must be called once per process: in the worker entrypoint and again in the
per-job ``prewarm``/``setup_fnc`` hook, because LiveKit runs each job in a
forked process. A forked child inherits the parent's initialized Sentry
client but not its background transport thread (threads do not survive
``fork()``), so it must re-init to get a working transport. For that reason,
do NOT guard this with ``sentry_sdk.is_initialized()``: the child inherits it
as ``True`` and would skip init, silently dropping every event.
Args:
agent_name: Identifier of the agent, attached as a tag to Sentry issues
"""
# Read the DSN at call time so it picks up variables that load_dotenv()
# populated after this module was first imported.
sentry_dsn = os.getenv("SENTRY_DSN")
if not sentry_dsn:
logger.debug("SENTRY_DSN not defined for agent '%s'", agent_name)
return
sentry_sdk.init(
dsn=sentry_dsn,
environment=os.getenv("SENTRY_ENVIRONMENT"),
release=get_release(),
debug=False,
integrations=[
# Capture log records emitted at ERROR and above as Sentry events.
# This covers the agents' explicit logger.exception(...) calls as
# well as asyncio's "Exception in callback" / "Task exception was
# never retrieved" records, so unhandled task failures surface too.
LoggingIntegration(level=logging.INFO, event_level=logging.ERROR),
],
)
sentry_sdk.set_tag("application", "agents")
sentry_sdk.set_tag("agent", agent_name)
logger.info("Sentry initialized for agent '%s' (pid %d)", agent_name, os.getpid())
def set_job_context(*, room: str | None = None, job_id: str | None = None) -> None:
"""Tag the current Sentry scope with the LiveKit job being handled.
Args:
room: Name of the room the job is serving.
job_id: LiveKit job identifier.
"""
scope = sentry_sdk.get_current_scope()
if room is not None:
scope.set_tag("room", room)
if job_id is not None:
scope.set_tag("job_id", job_id)
src/agents/pyproject.toml
+3 -2
View File
@@ -9,8 +9,9 @@ dependencies = [
"livekit-plugins-silero==1.6.4", "livekit-plugins-silero==1.6.4",
"livekit-plugins-kyutai-lasuite==0.0.6", "livekit-plugins-kyutai-lasuite==0.0.6",
"python-dotenv==1.2.2", "python-dotenv==1.2.2",
"protobuf>=6.33.5", "protobuf==6.33.6",
"minio==7.2.20" "minio==7.2.20",
"sentry-sdk==2.60.0",
] ]
[project.optional-dependencies] [project.optional-dependencies]
src/agents/tasks.py
+42
View File
@@ -0,0 +1,42 @@
"""Helpers for managing asyncio tasks."""
import asyncio
import logging
from collections.abc import Callable
from typing import Any
def done_callback(
logger: logging.Logger,
tasks: set[asyncio.Task],
description: str,
*,
on_success: Callable[[Any], None] | None = None,
) -> Callable[[asyncio.Task], None]:
"""Build a done-callback for a background task.
Meant to be passed to `asyncio.Task.add_done_callback`.
Args:
logger: Logger used to report failures, so records keep the caller's
logger name.
tasks: Set the task was registered in; the task is discarded from it.
description: Human-readable intended action
on_success: Optional callback invoked with the task's result when it
completes without error.
Returns:
A callback suitable for ``task.add_done_callback(...)``.
"""
def _finalize(task: asyncio.Task) -> None:
tasks.discard(task)
if task.cancelled():
return
if (exc := task.exception()) is not None:
logger.exception("failed to %s", description, exc_info=exc)
return
if on_success is not None:
on_success(task.result())
return _finalize
src/agents/uv.lock
Generated
+147 -116
View File
@@ -19,6 +19,7 @@ dependencies = [
{ name = "minio" }, { name = "minio" },
{ name = "protobuf" }, { name = "protobuf" },
{ name = "python-dotenv" }, { name = "python-dotenv" },
{ name = "sentry-sdk" },
] ]
[package.optional-dependencies] [package.optional-dependencies]
@@ -33,9 +34,10 @@ requires-dist = [
{ name = "livekit-plugins-kyutai-lasuite", specifier = "==0.0.6" }, { name = "livekit-plugins-kyutai-lasuite", specifier = "==0.0.6" },
{ name = "livekit-plugins-silero", specifier = "==1.6.4" }, { name = "livekit-plugins-silero", specifier = "==1.6.4" },
{ name = "minio", specifier = "==7.2.20" }, { name = "minio", specifier = "==7.2.20" },
{ name = "protobuf", specifier = ">=6.33.5" }, { name = "protobuf", specifier = "==6.33.6" },
{ name = "python-dotenv", specifier = "==1.2.2" }, { name = "python-dotenv", specifier = "==1.2.2" },
{ name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.19" }, { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.19" },
{ name = "sentry-sdk", specifier = "==2.60.0" },
] ]
provides-extras = ["dev"] provides-extras = ["dev"]
@@ -290,132 +292,148 @@ wheels = [
[[package]] [[package]]
name = "cffi" name = "cffi"
version = "2.0.0" version = "2.1.0"
source = { registry = "https://pypi.org/simple" } source = { registry = "https://pypi.org/simple" }
dependencies = [ dependencies = [
{ name = "pycparser", marker = "implementation_name != 'PyPy'" }, { name = "pycparser", marker = "implementation_name != 'PyPy'" },
] ]
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name = "shellingham" name = "shellingham"
version = "1.5.4" version = "1.5.4"
src/backend/meet/settings.py
+1 -1
View File
@@ -1132,7 +1132,7 @@ class Base(Configuration):
if cls.SENTRY_DSN is not None: if cls.SENTRY_DSN is not None:
sentry_sdk.init( sentry_sdk.init(
dsn=cls.SENTRY_DSN, dsn=cls.SENTRY_DSN,
environment=cls.__name__.lower(), environment=cls.__name__.lower(), # build, test, development, production
release=get_release(), release=get_release(),
integrations=[DjangoIntegration()], integrations=[DjangoIntegration()],
) )
src/helm/meet/values.yaml
+4
View File
@@ -1170,6 +1170,8 @@ agentMetadata:
## @extra agentMetadata.envVars.FROM_SECRET.secretKeyRef.key Key within a Secret when configuring env vars from a Secret ## @extra agentMetadata.envVars.FROM_SECRET.secretKeyRef.key Key within a Secret when configuring env vars from a Secret
## @extra agentMetadata.envVars.DEEPGRAM_STT_MODEL Deepgram model to use for speech-to-text (default: nova-3) ## @extra agentMetadata.envVars.DEEPGRAM_STT_MODEL Deepgram model to use for speech-to-text (default: nova-3)
## @extra agentMetadata.envVars.DEEPGRAM_STT_LANGUAGE Language code for transcription or 'multi' for automatic multilingual support with real-time code-switching (default: multi, supports: en, es, fr, de, hi, ru, pt, ja, it, nl) ## @extra agentMetadata.envVars.DEEPGRAM_STT_LANGUAGE Language code for transcription or 'multi' for automatic multilingual support with real-time code-switching (default: multi, supports: en, es, fr, de, hi, ru, pt, ja, it, nl)
## @extra agentMetadata.envVars.SENTRY_DSN Sentry DSN to enable error reporting (disabled when unset)
## @extra agentMetadata.envVars.SENTRY_ENVIRONMENT Environment name reported to Sentry (e.g. production, staging)
## @skip agentMetadata.envVars ## @skip agentMetadata.envVars
envVars: envVars:
<<: *commonEnvVars <<: *commonEnvVars
@@ -1249,6 +1251,8 @@ agentSubtitles:
## @extra agentSubtitles.envVars.FROM_SECRET.secretKeyRef.key Key within a Secret when configuring env vars from a Secret ## @extra agentSubtitles.envVars.FROM_SECRET.secretKeyRef.key Key within a Secret when configuring env vars from a Secret
## @extra agentSubtitles.envVars.DEEPGRAM_STT_MODEL Deepgram model to use for speech-to-text (default: nova-3) ## @extra agentSubtitles.envVars.DEEPGRAM_STT_MODEL Deepgram model to use for speech-to-text (default: nova-3)
## @extra agentSubtitles.envVars.DEEPGRAM_STT_LANGUAGE Language code for transcription or 'multi' for automatic multilingual support with real-time code-switching (default: multi, supports: en, es, fr, de, hi, ru, pt, ja, it, nl) ## @extra agentSubtitles.envVars.DEEPGRAM_STT_LANGUAGE Language code for transcription or 'multi' for automatic multilingual support with real-time code-switching (default: multi, supports: en, es, fr, de, hi, ru, pt, ja, it, nl)
## @extra agentSubtitles.envVars.SENTRY_DSN Sentry DSN to enable error reporting (disabled when unset)
## @extra agentSubtitles.envVars.SENTRY_ENVIRONMENT Environment name reported to Sentry (e.g. production, staging)
## @skip agentSubtitles.envVars ## @skip agentSubtitles.envVars
envVars: envVars:
<<: *commonEnvVars <<: *commonEnvVars