Merge branch 'main' into main
This commit is contained in:
@@ -70,11 +70,15 @@ class PipelineRunner(BaseObject):
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"""
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logger.debug(f"Runner {self} started running {task}")
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self._tasks[task.name] = task
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params = PipelineTaskParams(loop=self._loop)
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# PipelineTask handles asyncio.CancelledError to shutdown the pipeline
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# properly and re-raises it in case there's more cleanup to do.
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try:
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params = PipelineTaskParams(loop=self._loop)
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await task.run(params)
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except asyncio.CancelledError:
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await self._cancel()
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pass
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del self._tasks[task.name]
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# Cleanup base object.
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@@ -269,6 +269,9 @@ class PipelineTask(BasePipelineTask):
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# StopFrame) has been received at the end of the pipeline.
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self._pipeline_end_event = asyncio.Event()
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# This event is set when the pipeline truly finishes.
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self._pipeline_finished_event = asyncio.Event()
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# This is the final pipeline. It is composed of a source processor,
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# followed by the user pipeline, and ending with a sink processor. The
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# source allows us to receive and react to upstream frames, and the sink
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@@ -401,11 +404,7 @@ class PipelineTask(BasePipelineTask):
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await self.queue_frame(EndFrame())
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async def cancel(self):
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"""Immediately stop the running pipeline.
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Cancels all running tasks and stops frame processing without
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waiting for completion.
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"""
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"""Request the running pipeline to cancel."""
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if not self._finished:
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await self._cancel()
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@@ -417,51 +416,38 @@ class PipelineTask(BasePipelineTask):
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"""
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if self.has_finished():
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return
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cleanup_pipeline = True
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# Setup processors.
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await self._setup(params)
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# Create all main tasks and wait for the main push task. This is the
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# task that pushes frames to the very beginning of our pipeline (i.e. to
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# our controlled source processor).
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await self._create_tasks()
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try:
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# Setup processors.
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await self._setup(params)
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# Create all main tasks and wait of the main push task. This is the
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# task that pushes frames to the very beginning of our pipeline (our
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# controlled source processor).
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push_task = await self._create_tasks()
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await push_task
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# We have already cleaned up the pipeline inside the task.
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cleanup_pipeline = False
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# Pipeline has finished nicely.
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self._finished = True
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# Wait for pipeline to finish.
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await self._wait_for_pipeline_finished()
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except asyncio.CancelledError:
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# Raise exception back to the pipeline runner so it can cancel this
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# task properly.
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logger.debug(f"Pipeline task {self} got cancelled from outside...")
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# We have been cancelled from outside, let's just cancel everything.
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await self._cancel()
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# Wait again for pipeline to finish. This time we have really
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# cancelled, so it should really finish.
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await self._wait_for_pipeline_finished()
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# Re-raise in case there's more cleanup to do.
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raise
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finally:
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# We can reach this point for different reasons:
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#
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# 1. The task has finished properly (e.g. `EndFrame`).
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# 2. By calling `PipelineTask.cancel()`.
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# 3. By asyncio task cancellation.
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#
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# Case (1) will execute the code below without issues because
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# `self._finished` is true.
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#
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# Case (2) will execute the code below without issues because
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# `self._cancelled` is true.
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#
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# Case (3) will raise the exception above (because we are cancelling
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# the asyncio task). This will be then captured by the
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# `PipelineRunner` which will call `PipelineTask.cancel()` and
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# therefore becoming case (2).
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if self._finished or self._cancelled:
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logger.debug(f"Pipeline task {self} is finishing cleanup...")
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await self._cancel_tasks()
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await self._cleanup(cleanup_pipeline)
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if self._check_dangling_tasks:
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self._print_dangling_tasks()
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self._finished = True
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logger.debug(f"Pipeline task {self} has finished")
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# 1. The pipeline task has finished (try case).
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# 2. By an asyncio task cancellation (except case).
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logger.debug(f"Pipeline task {self} is finishing...")
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await self._cancel_tasks()
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if self._check_dangling_tasks:
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self._print_dangling_tasks()
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self._finished = True
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logger.debug(f"Pipeline task {self} has finished")
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async def queue_frame(self, frame: Frame):
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"""Queue a single frame to be pushed down the pipeline.
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@@ -489,19 +475,7 @@ class PipelineTask(BasePipelineTask):
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if not self._cancelled:
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logger.debug(f"Cancelling pipeline task {self}")
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self._cancelled = True
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cancel_frame = CancelFrame()
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# Make sure everything is cleaned up downstream. This is sent
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# out-of-band from the main streaming task which is what we want since
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# we want to cancel right away.
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await self._pipeline.queue_frame(cancel_frame)
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# Wait for CancelFrame to make it through the pipeline.
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await self._wait_for_pipeline_end(cancel_frame)
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# Only cancel the push task, we don't want to be able to process any
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# other frame after cancel. Everything else will be cancelled in
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# run().
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if self._process_push_task:
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await self._task_manager.cancel_task(self._process_push_task)
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self._process_push_task = None
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await self.queue_frame(CancelFrame())
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async def _create_tasks(self):
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"""Create and start all pipeline processing tasks."""
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@@ -603,6 +577,17 @@ class PipelineTask(BasePipelineTask):
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self._pipeline_end_event.clear()
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# We are really done.
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self._pipeline_finished_event.set()
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async def _wait_for_pipeline_finished(self):
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await self._pipeline_finished_event.wait()
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self._pipeline_finished_event.clear()
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# Make sure we wait for the main task to complete.
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if self._process_push_task:
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await self._process_push_task
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self._process_push_task = None
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async def _setup(self, params: PipelineTaskParams):
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"""Set up the pipeline task and all processors."""
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mgr_params = TaskManagerParams(loop=params.loop)
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@@ -82,6 +82,7 @@ async def configure(
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sip_enable_video: Optional[bool] = False,
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sip_num_endpoints: Optional[int] = 1,
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sip_codecs: Optional[Dict[str, List[str]]] = None,
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room_properties: Optional[DailyRoomProperties] = None,
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) -> DailyRoomConfig:
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"""Configure Daily room URL and token with optional SIP capabilities.
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@@ -99,6 +100,10 @@ async def configure(
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sip_num_endpoints: Number of allowed SIP endpoints.
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sip_codecs: Codecs to support for audio and video. If None, uses Daily defaults.
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Example: {"audio": ["OPUS"], "video": ["H264"]}
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room_properties: Optional DailyRoomProperties to use instead of building from
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individual parameters. When provided, this overrides room_exp_duration and
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SIP-related parameters. If not provided, properties are built from the
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individual parameters as before.
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Returns:
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DailyRoomConfig: Object with room_url, token, and optional sip_endpoint.
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@@ -115,6 +120,13 @@ async def configure(
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# SIP-enabled room
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sip_config = await configure(session, sip_caller_phone="+15551234567")
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print(f"SIP endpoint: {sip_config.sip_endpoint}")
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# Custom room properties with recording enabled
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custom_props = DailyRoomProperties(
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enable_recording="cloud",
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max_participants=2,
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)
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config = await configure(session, room_properties=custom_props)
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"""
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# Check for required API key
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api_key = os.getenv("DAILY_API_KEY")
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@@ -124,9 +136,32 @@ async def configure(
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"Get your API key from https://dashboard.daily.co/developers"
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)
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# Warn if both room_properties and individual parameters are provided
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if room_properties is not None:
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individual_params_provided = any(
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[
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room_exp_duration != 2.0,
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token_exp_duration != 2.0,
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sip_caller_phone is not None,
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sip_enable_video is not False,
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sip_num_endpoints != 1,
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sip_codecs is not None,
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]
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)
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if individual_params_provided:
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logger.warning(
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"Both room_properties and individual parameters (room_exp_duration, token_exp_duration, "
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"sip_*) were provided. The room_properties will be used and individual parameters "
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"will be ignored."
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)
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# Determine if SIP mode is enabled
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sip_enabled = sip_caller_phone is not None
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# If room_properties is provided, check if it has SIP configuration
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if room_properties and room_properties.sip:
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sip_enabled = True
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daily_rest_helper = DailyRESTHelper(
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daily_api_key=api_key,
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daily_api_url=os.getenv("DAILY_API_URL", "https://api.daily.co/v1"),
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@@ -150,27 +185,29 @@ async def configure(
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room_name = f"{room_prefix}-{uuid.uuid4().hex[:8]}"
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logger.info(f"Creating new Daily room: {room_name}")
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# Calculate expiration time
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expiration_time = time.time() + (room_exp_duration * 60 * 60)
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# Use provided room_properties or build from parameters
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if room_properties is None:
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# Calculate expiration time
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expiration_time = time.time() + (room_exp_duration * 60 * 60)
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# Create room properties
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room_properties = DailyRoomProperties(
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exp=expiration_time,
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eject_at_room_exp=True,
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)
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# Add SIP configuration if enabled
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if sip_enabled:
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sip_params = DailyRoomSipParams(
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display_name=sip_caller_phone,
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video=sip_enable_video,
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sip_mode="dial-in",
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num_endpoints=sip_num_endpoints,
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codecs=sip_codecs,
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# Create room properties
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room_properties = DailyRoomProperties(
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exp=expiration_time,
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eject_at_room_exp=True,
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)
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room_properties.sip = sip_params
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room_properties.enable_dialout = True # Enable outbound calls if needed
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room_properties.start_video_off = not sip_enable_video # Voice-only by default
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# Add SIP configuration if enabled
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if sip_enabled:
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sip_params = DailyRoomSipParams(
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display_name=sip_caller_phone,
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video=sip_enable_video,
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sip_mode="dial-in",
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num_endpoints=sip_num_endpoints,
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codecs=sip_codecs,
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)
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room_properties.sip = sip_params
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room_properties.enable_dialout = True # Enable outbound calls if needed
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room_properties.start_video_off = not sip_enable_video # Voice-only by default
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# Create room parameters
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room_params = DailyRoomParams(name=room_name, properties=room_properties)
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@@ -166,6 +166,7 @@ def _create_server_app(
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host: str = "localhost",
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proxy: str,
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esp32_mode: bool = False,
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whatsapp_enabled: bool = False,
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folder: Optional[str] = None,
|
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):
|
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"""Create FastAPI app with transport-specific routes."""
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@@ -182,7 +183,8 @@ def _create_server_app(
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# Set up transport-specific routes
|
||||
if transport_type == "webrtc":
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_setup_webrtc_routes(app, esp32_mode=esp32_mode, host=host, folder=folder)
|
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_setup_whatsapp_routes(app)
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if whatsapp_enabled:
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_setup_whatsapp_routes(app)
|
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elif transport_type == "daily":
|
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_setup_daily_routes(app)
|
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elif transport_type in TELEPHONY_TRANSPORTS:
|
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@@ -289,6 +291,29 @@ def _add_lifespan_to_app(app: FastAPI, new_lifespan):
|
||||
|
||||
def _setup_whatsapp_routes(app: FastAPI):
|
||||
"""Set up WebRTC-specific routes."""
|
||||
WHATSAPP_APP_SECRET = os.getenv("WHATSAPP_APP_SECRET")
|
||||
WHATSAPP_PHONE_NUMBER_ID = os.getenv("WHATSAPP_PHONE_NUMBER_ID")
|
||||
WHATSAPP_TOKEN = os.getenv("WHATSAPP_TOKEN")
|
||||
WHATSAPP_WEBHOOK_VERIFICATION_TOKEN = os.getenv("WHATSAPP_WEBHOOK_VERIFICATION_TOKEN")
|
||||
|
||||
if not all(
|
||||
[
|
||||
WHATSAPP_APP_SECRET,
|
||||
WHATSAPP_PHONE_NUMBER_ID,
|
||||
WHATSAPP_TOKEN,
|
||||
WHATSAPP_WEBHOOK_VERIFICATION_TOKEN,
|
||||
]
|
||||
):
|
||||
logger.error(
|
||||
"""Missing required environment variables for WhatsApp transport:
|
||||
WHATSAPP_APP_SECRET
|
||||
WHATSAPP_PHONE_NUMBER_ID
|
||||
WHATSAPP_TOKEN
|
||||
WHATSAPP_WEBHOOK_VERIFICATION_TOKEN
|
||||
"""
|
||||
)
|
||||
return
|
||||
|
||||
try:
|
||||
from pipecat_ai_small_webrtc_prebuilt.frontend import SmallWebRTCPrebuiltUI
|
||||
|
||||
@@ -300,24 +325,7 @@ def _setup_whatsapp_routes(app: FastAPI):
|
||||
from pipecat.transports.whatsapp.api import WhatsAppWebhookRequest
|
||||
from pipecat.transports.whatsapp.client import WhatsAppClient
|
||||
except ImportError as e:
|
||||
logger.error(f"WebRTC transport dependencies not installed: {e}")
|
||||
return
|
||||
|
||||
WHATSAPP_TOKEN = os.getenv("WHATSAPP_TOKEN")
|
||||
WHATSAPP_PHONE_NUMBER_ID = os.getenv("WHATSAPP_PHONE_NUMBER_ID")
|
||||
WHATSAPP_WEBHOOK_VERIFICATION_TOKEN = os.getenv("WHATSAPP_WEBHOOK_VERIFICATION_TOKEN")
|
||||
WHATSAPP_APP_SECRET = os.getenv("WHATSAPP_APP_SECRET")
|
||||
|
||||
if not all(
|
||||
[
|
||||
WHATSAPP_TOKEN,
|
||||
WHATSAPP_PHONE_NUMBER_ID,
|
||||
WHATSAPP_WEBHOOK_VERIFICATION_TOKEN,
|
||||
]
|
||||
):
|
||||
logger.debug(
|
||||
"Missing required environment variables for WhatsApp transport. Keeping it disabled."
|
||||
)
|
||||
logger.error(f"WhatsApp transport dependencies not installed: {e}")
|
||||
return
|
||||
|
||||
# Global WhatsApp client instance
|
||||
@@ -689,6 +697,12 @@ def main():
|
||||
parser.add_argument(
|
||||
"--verbose", "-v", action="count", default=0, help="Increase logging verbosity"
|
||||
)
|
||||
parser.add_argument(
|
||||
"--whatsapp",
|
||||
action="store_true",
|
||||
default=False,
|
||||
help="Ensure requried WhatsApp environment variables are present",
|
||||
)
|
||||
|
||||
args = parser.parse_args()
|
||||
|
||||
@@ -731,10 +745,11 @@ def main():
|
||||
print()
|
||||
if args.esp32:
|
||||
print(f"🚀 Bot ready! (ESP32 mode)")
|
||||
print(f" → Open http://{args.host}:{args.port}/client in your browser")
|
||||
elif args.whatsapp:
|
||||
print(f"🚀 Bot ready! (WhatsApp)")
|
||||
else:
|
||||
print(f"🚀 Bot ready!")
|
||||
print(f" → Open http://{args.host}:{args.port}/client in your browser")
|
||||
print(f" → Open http://{args.host}:{args.port}/client in your browser")
|
||||
print()
|
||||
elif args.transport == "daily":
|
||||
print()
|
||||
@@ -752,6 +767,7 @@ def main():
|
||||
host=args.host,
|
||||
proxy=args.proxy,
|
||||
esp32_mode=args.esp32,
|
||||
whatsapp_enabled=args.whatsapp,
|
||||
folder=args.folder,
|
||||
)
|
||||
|
||||
|
||||
@@ -202,6 +202,8 @@ class AssemblyAISTTService(STTService):
|
||||
)
|
||||
self._connected = True
|
||||
self._receive_task = self.create_task(self._receive_task_handler())
|
||||
|
||||
await self._call_event_handler("on_connected")
|
||||
except Exception as e:
|
||||
logger.error(f"Failed to connect to AssemblyAI: {e}")
|
||||
self._connected = False
|
||||
@@ -243,6 +245,7 @@ class AssemblyAISTTService(STTService):
|
||||
self._websocket = None
|
||||
self._connected = False
|
||||
self._receive_task = None
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
async def _receive_task_handler(self):
|
||||
"""Handle incoming WebSocket messages."""
|
||||
|
||||
@@ -235,6 +235,8 @@ class AsyncAITTSService(InterruptibleTTSService):
|
||||
}
|
||||
|
||||
await self._get_websocket().send(json.dumps(init_msg))
|
||||
|
||||
await self._call_event_handler("on_connected")
|
||||
except Exception as e:
|
||||
logger.error(f"{self} initialization error: {e}")
|
||||
self._websocket = None
|
||||
@@ -252,6 +254,7 @@ class AsyncAITTSService(InterruptibleTTSService):
|
||||
finally:
|
||||
self._websocket = None
|
||||
self._started = False
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
def _get_websocket(self):
|
||||
if self._websocket:
|
||||
|
||||
@@ -286,6 +286,7 @@ class AWSTranscribeSTTService(STTService):
|
||||
|
||||
logger.info(f"{self} Successfully connected to AWS Transcribe")
|
||||
|
||||
await self._call_event_handler("on_connected")
|
||||
except Exception as e:
|
||||
logger.error(f"{self} Failed to connect to AWS Transcribe: {e}")
|
||||
await self._disconnect()
|
||||
@@ -310,6 +311,7 @@ class AWSTranscribeSTTService(STTService):
|
||||
logger.warning(f"{self} Error closing WebSocket connection: {e}")
|
||||
finally:
|
||||
self._ws_client = None
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
def language_to_service_language(self, language: Language) -> str | None:
|
||||
"""Convert internal language enum to AWS Transcribe language code.
|
||||
|
||||
@@ -28,13 +28,12 @@ from pipecat.frames.frames import (
|
||||
UserStoppedSpeakingFrame,
|
||||
)
|
||||
from pipecat.processors.frame_processor import FrameDirection
|
||||
from pipecat.services.stt_service import STTService
|
||||
from pipecat.services.stt_service import WebsocketSTTService
|
||||
from pipecat.transcriptions.language import Language
|
||||
from pipecat.utils.time import time_now_iso8601
|
||||
from pipecat.utils.tracing.service_decorators import traced_stt
|
||||
|
||||
try:
|
||||
import websockets
|
||||
from websockets.asyncio.client import connect as websocket_connect
|
||||
from websockets.protocol import State
|
||||
except ModuleNotFoundError as e:
|
||||
@@ -124,7 +123,7 @@ class CartesiaLiveOptions:
|
||||
return cls(**json.loads(json_str))
|
||||
|
||||
|
||||
class CartesiaSTTService(STTService):
|
||||
class CartesiaSTTService(WebsocketSTTService):
|
||||
"""Speech-to-text service using Cartesia Live API.
|
||||
|
||||
Provides real-time speech transcription through WebSocket connection
|
||||
@@ -176,8 +175,7 @@ class CartesiaSTTService(STTService):
|
||||
self.set_model_name(merged_options.model)
|
||||
self._api_key = api_key
|
||||
self._base_url = base_url or "api.cartesia.ai"
|
||||
self._connection = None
|
||||
self._receiver_task = None
|
||||
self._receive_task = None
|
||||
|
||||
def can_generate_metrics(self) -> bool:
|
||||
"""Check if the service can generate processing metrics.
|
||||
@@ -214,6 +212,27 @@ class CartesiaSTTService(STTService):
|
||||
await super().cancel(frame)
|
||||
await self._disconnect()
|
||||
|
||||
async def start_metrics(self):
|
||||
"""Start performance metrics collection for transcription processing."""
|
||||
await self.start_ttfb_metrics()
|
||||
await self.start_processing_metrics()
|
||||
|
||||
async def process_frame(self, frame: Frame, direction: FrameDirection):
|
||||
"""Process incoming frames and handle speech events.
|
||||
|
||||
Args:
|
||||
frame: The frame to process.
|
||||
direction: Direction of frame flow in the pipeline.
|
||||
"""
|
||||
await super().process_frame(frame, direction)
|
||||
|
||||
if isinstance(frame, UserStartedSpeakingFrame):
|
||||
await self.start_metrics()
|
||||
elif isinstance(frame, UserStoppedSpeakingFrame):
|
||||
# Send finalize command to flush the transcription session
|
||||
if self._websocket and self._websocket.state is State.OPEN:
|
||||
await self._websocket.send("finalize")
|
||||
|
||||
async def run_stt(self, audio: bytes) -> AsyncGenerator[Frame, None]:
|
||||
"""Process audio data for speech-to-text transcription.
|
||||
|
||||
@@ -224,45 +243,71 @@ class CartesiaSTTService(STTService):
|
||||
None - transcription results are handled via WebSocket responses.
|
||||
"""
|
||||
# If the connection is closed, due to timeout, we need to reconnect when the user starts speaking again
|
||||
if not self._connection or self._connection.state is State.CLOSED:
|
||||
if not self._websocket or self._websocket.state is State.CLOSED:
|
||||
await self._connect()
|
||||
|
||||
await self._connection.send(audio)
|
||||
await self._websocket.send(audio)
|
||||
yield None
|
||||
|
||||
async def _connect(self):
|
||||
params = self._settings.to_dict()
|
||||
ws_url = f"wss://{self._base_url}/stt/websocket?{urllib.parse.urlencode(params)}"
|
||||
logger.debug(f"Connecting to Cartesia: {ws_url}")
|
||||
headers = {"Cartesia-Version": "2025-04-16", "X-API-Key": self._api_key}
|
||||
await self._connect_websocket()
|
||||
|
||||
if self._websocket and not self._receive_task:
|
||||
self._receive_task = asyncio.create_task(self._receive_task_handler(self._report_error))
|
||||
|
||||
async def _disconnect(self):
|
||||
if self._receive_task:
|
||||
await self.cancel_task(self._receive_task)
|
||||
self._receive_task = None
|
||||
|
||||
await self._disconnect_websocket()
|
||||
|
||||
async def _connect_websocket(self):
|
||||
try:
|
||||
self._connection = await websocket_connect(ws_url, additional_headers=headers)
|
||||
# Setup the receiver task to handle the incoming messages from the Cartesia server
|
||||
if self._receiver_task is None or self._receiver_task.done():
|
||||
self._receiver_task = asyncio.create_task(self._receive_messages())
|
||||
logger.debug(f"Connected to Cartesia")
|
||||
if self._websocket and self._websocket.state is State.OPEN:
|
||||
return
|
||||
logger.debug("Connecting to Cartesia STT")
|
||||
|
||||
params = self._settings.to_dict()
|
||||
ws_url = f"wss://{self._base_url}/stt/websocket?{urllib.parse.urlencode(params)}"
|
||||
headers = {"Cartesia-Version": "2025-04-16", "X-API-Key": self._api_key}
|
||||
|
||||
self._websocket = await websocket_connect(ws_url, additional_headers=headers)
|
||||
await self._call_event_handler("on_connected")
|
||||
except Exception as e:
|
||||
logger.error(f"{self}: unable to connect to Cartesia: {e}")
|
||||
|
||||
async def _receive_messages(self):
|
||||
async def _disconnect_websocket(self):
|
||||
try:
|
||||
while True:
|
||||
if not self._connection or self._connection.state is State.CLOSED:
|
||||
break
|
||||
|
||||
message = await self._connection.recv()
|
||||
try:
|
||||
data = json.loads(message)
|
||||
await self._process_response(data)
|
||||
except json.JSONDecodeError:
|
||||
logger.warning(f"Received non-JSON message: {message}")
|
||||
except asyncio.CancelledError:
|
||||
pass
|
||||
except websockets.exceptions.ConnectionClosed as e:
|
||||
logger.debug(f"WebSocket connection closed: {e}")
|
||||
if self._websocket and self._websocket.state is State.OPEN:
|
||||
logger.debug("Disconnecting from Cartesia STT")
|
||||
await self._websocket.close()
|
||||
except Exception as e:
|
||||
logger.error(f"Error in message receiver: {e}")
|
||||
logger.error(f"{self} error closing websocket: {e}")
|
||||
finally:
|
||||
self._websocket = None
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
def _get_websocket(self):
|
||||
if self._websocket:
|
||||
return self._websocket
|
||||
raise Exception("Websocket not connected")
|
||||
|
||||
async def _process_messages(self):
|
||||
async for message in self._get_websocket():
|
||||
try:
|
||||
data = json.loads(message)
|
||||
await self._process_response(data)
|
||||
except json.JSONDecodeError:
|
||||
logger.warning(f"Received non-JSON message: {message}")
|
||||
|
||||
async def _receive_messages(self):
|
||||
while True:
|
||||
await self._process_messages()
|
||||
# Cartesia times out after 5 minutes of innactivity (no keepalive
|
||||
# mechanism is available). So, we try to reconnect.
|
||||
logger.debug(f"{self} Cartesia connection was disconnected (timeout?), reconnecting")
|
||||
await self._connect_websocket()
|
||||
|
||||
async def _process_response(self, data):
|
||||
if "type" in data:
|
||||
@@ -316,41 +361,3 @@ class CartesiaSTTService(STTService):
|
||||
language,
|
||||
)
|
||||
)
|
||||
|
||||
async def _disconnect(self):
|
||||
if self._receiver_task:
|
||||
self._receiver_task.cancel()
|
||||
try:
|
||||
await self._receiver_task
|
||||
except asyncio.CancelledError:
|
||||
pass
|
||||
except Exception as e:
|
||||
logger.exception(f"Unexpected exception while cancelling task: {e}")
|
||||
self._receiver_task = None
|
||||
|
||||
if self._connection and self._connection.state is State.OPEN:
|
||||
logger.debug("Disconnecting from Cartesia")
|
||||
|
||||
await self._connection.close()
|
||||
self._connection = None
|
||||
|
||||
async def start_metrics(self):
|
||||
"""Start performance metrics collection for transcription processing."""
|
||||
await self.start_ttfb_metrics()
|
||||
await self.start_processing_metrics()
|
||||
|
||||
async def process_frame(self, frame: Frame, direction: FrameDirection):
|
||||
"""Process incoming frames and handle speech events.
|
||||
|
||||
Args:
|
||||
frame: The frame to process.
|
||||
direction: Direction of frame flow in the pipeline.
|
||||
"""
|
||||
await super().process_frame(frame, direction)
|
||||
|
||||
if isinstance(frame, UserStartedSpeakingFrame):
|
||||
await self.start_metrics()
|
||||
elif isinstance(frame, UserStoppedSpeakingFrame):
|
||||
# Send finalize command to flush the transcription session
|
||||
if self._connection and self._connection.state is State.OPEN:
|
||||
await self._connection.send("finalize")
|
||||
|
||||
@@ -344,10 +344,11 @@ class CartesiaTTSService(AudioContextWordTTSService):
|
||||
try:
|
||||
if self._websocket and self._websocket.state is State.OPEN:
|
||||
return
|
||||
logger.debug("Connecting to Cartesia")
|
||||
logger.debug("Connecting to Cartesia TTS")
|
||||
self._websocket = await websocket_connect(
|
||||
f"{self._url}?api_key={self._api_key}&cartesia_version={self._cartesia_version}"
|
||||
)
|
||||
await self._call_event_handler("on_connected")
|
||||
except Exception as e:
|
||||
logger.error(f"{self} initialization error: {e}")
|
||||
self._websocket = None
|
||||
@@ -365,6 +366,7 @@ class CartesiaTTSService(AudioContextWordTTSService):
|
||||
finally:
|
||||
self._context_id = None
|
||||
self._websocket = None
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
def _get_websocket(self):
|
||||
if self._websocket:
|
||||
|
||||
@@ -205,6 +205,7 @@ class DeepgramFluxSTTService(WebsocketSTTService):
|
||||
additional_headers={"Authorization": f"Token {self._api_key}"},
|
||||
)
|
||||
logger.debug("Connected to Deepgram Flux Websocket")
|
||||
await self._call_event_handler("on_connected")
|
||||
except Exception as e:
|
||||
logger.error(f"{self} initialization error: {e}")
|
||||
self._websocket = None
|
||||
@@ -225,6 +226,9 @@ class DeepgramFluxSTTService(WebsocketSTTService):
|
||||
await self._websocket.close()
|
||||
except Exception as e:
|
||||
logger.error(f"{self} error closing websocket: {e}")
|
||||
finally:
|
||||
self._websocket = None
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
async def _send_close_stream(self) -> None:
|
||||
"""Sends a CloseStream control message to the Deepgram Flux WebSocket API.
|
||||
|
||||
@@ -528,6 +528,7 @@ class ElevenLabsTTSService(AudioContextWordTTSService):
|
||||
url, max_size=16 * 1024 * 1024, additional_headers={"xi-api-key": self._api_key}
|
||||
)
|
||||
|
||||
await self._call_event_handler("on_connected")
|
||||
except Exception as e:
|
||||
logger.error(f"{self} initialization error: {e}")
|
||||
self._websocket = None
|
||||
@@ -550,6 +551,7 @@ class ElevenLabsTTSService(AudioContextWordTTSService):
|
||||
self._started = False
|
||||
self._context_id = None
|
||||
self._websocket = None
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
def _get_websocket(self):
|
||||
if self._websocket:
|
||||
@@ -774,6 +776,7 @@ class ElevenLabsHttpTTSService(WordTTSService):
|
||||
base_url: str = "https://api.elevenlabs.io",
|
||||
sample_rate: Optional[int] = None,
|
||||
params: Optional[InputParams] = None,
|
||||
aggregate_sentences: Optional[bool] = True,
|
||||
**kwargs,
|
||||
):
|
||||
"""Initialize the ElevenLabs HTTP TTS service.
|
||||
@@ -786,10 +789,11 @@ class ElevenLabsHttpTTSService(WordTTSService):
|
||||
base_url: Base URL for ElevenLabs HTTP API.
|
||||
sample_rate: Audio sample rate. If None, uses default.
|
||||
params: Additional input parameters for voice customization.
|
||||
aggregate_sentences: Whether to aggregate sentences within the TTSService.
|
||||
**kwargs: Additional arguments passed to the parent service.
|
||||
"""
|
||||
super().__init__(
|
||||
aggregate_sentences=True,
|
||||
aggregate_sentences=aggregate_sentences,
|
||||
push_text_frames=False,
|
||||
push_stop_frames=True,
|
||||
sample_rate=sample_rate,
|
||||
@@ -983,6 +987,9 @@ class ElevenLabsHttpTTSService(WordTTSService):
|
||||
if self._voice_settings:
|
||||
payload["voice_settings"] = self._voice_settings
|
||||
|
||||
if self._settings["apply_text_normalization"] is not None:
|
||||
payload["apply_text_normalization"] = self._settings["apply_text_normalization"]
|
||||
|
||||
language = self._settings["language"]
|
||||
if self._model_name in ELEVENLABS_MULTILINGUAL_MODELS and language:
|
||||
payload["language_code"] = language
|
||||
@@ -1003,8 +1010,6 @@ class ElevenLabsHttpTTSService(WordTTSService):
|
||||
}
|
||||
if self._settings["optimize_streaming_latency"] is not None:
|
||||
params["optimize_streaming_latency"] = self._settings["optimize_streaming_latency"]
|
||||
if self._settings["apply_text_normalization"] is not None:
|
||||
params["apply_text_normalization"] = self._settings["apply_text_normalization"]
|
||||
|
||||
try:
|
||||
await self.start_ttfb_metrics()
|
||||
@@ -1065,6 +1070,14 @@ class ElevenLabsHttpTTSService(WordTTSService):
|
||||
logger.error(f"Error processing response: {e}", exc_info=True)
|
||||
continue
|
||||
|
||||
# After processing all chunks, emit any remaining partial word
|
||||
# since this is the end of the utterance
|
||||
if self._partial_word:
|
||||
final_word_time = [(self._partial_word, self._partial_word_start_time)]
|
||||
await self.add_word_timestamps(final_word_time)
|
||||
self._partial_word = ""
|
||||
self._partial_word_start_time = 0.0
|
||||
|
||||
# After processing all chunks, add the total utterance duration
|
||||
# to the cumulative time to ensure next utterance starts after this one
|
||||
if utterance_duration > 0:
|
||||
|
||||
@@ -225,6 +225,8 @@ class FishAudioTTSService(InterruptibleTTSService):
|
||||
start_message = {"event": "start", "request": {"text": "", **self._settings}}
|
||||
await self._websocket.send(ormsgpack.packb(start_message))
|
||||
logger.debug("Sent start message to Fish Audio")
|
||||
|
||||
await self._call_event_handler("on_connected")
|
||||
except Exception as e:
|
||||
logger.error(f"Fish Audio initialization error: {e}")
|
||||
self._websocket = None
|
||||
@@ -245,6 +247,7 @@ class FishAudioTTSService(InterruptibleTTSService):
|
||||
self._request_id = None
|
||||
self._started = False
|
||||
self._websocket = None
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
async def flush_audio(self):
|
||||
"""Flush any buffered audio by sending a flush event to Fish Audio."""
|
||||
|
||||
@@ -730,6 +730,8 @@ class GoogleSTTService(STTService):
|
||||
self._request_queue = asyncio.Queue()
|
||||
self._streaming_task = self.create_task(self._stream_audio())
|
||||
|
||||
await self._call_event_handler("on_connected")
|
||||
|
||||
async def _disconnect(self):
|
||||
"""Clean up streaming recognition resources."""
|
||||
if self._streaming_task:
|
||||
@@ -737,6 +739,8 @@ class GoogleSTTService(STTService):
|
||||
await self.cancel_task(self._streaming_task)
|
||||
self._streaming_task = None
|
||||
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
async def _request_generator(self):
|
||||
"""Generates requests for the streaming recognize method."""
|
||||
recognizer_path = f"projects/{self._project_id}/locations/{self._location}/recognizers/_"
|
||||
|
||||
@@ -222,6 +222,7 @@ class LmntTTSService(InterruptibleTTSService):
|
||||
# Send initialization message
|
||||
await self._websocket.send(json.dumps(init_msg))
|
||||
|
||||
await self._call_event_handler("on_connected")
|
||||
except Exception as e:
|
||||
logger.error(f"{self} initialization error: {e}")
|
||||
self._websocket = None
|
||||
@@ -243,6 +244,7 @@ class LmntTTSService(InterruptibleTTSService):
|
||||
finally:
|
||||
self._started = False
|
||||
self._websocket = None
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
def _get_websocket(self):
|
||||
"""Get the WebSocket connection if available."""
|
||||
|
||||
@@ -293,6 +293,8 @@ class NeuphonicTTSService(InterruptibleTTSService):
|
||||
headers = {"x-api-key": self._api_key}
|
||||
|
||||
self._websocket = await websocket_connect(url, additional_headers=headers)
|
||||
|
||||
await self._call_event_handler("on_connected")
|
||||
except Exception as e:
|
||||
logger.error(f"{self} initialization error: {e}")
|
||||
self._websocket = None
|
||||
@@ -311,6 +313,7 @@ class NeuphonicTTSService(InterruptibleTTSService):
|
||||
finally:
|
||||
self._started = False
|
||||
self._websocket = None
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
async def _receive_messages(self):
|
||||
"""Receive and process messages from Neuphonic WebSocket."""
|
||||
|
||||
@@ -14,6 +14,7 @@ from typing import AsyncGenerator, Dict, Literal, Optional
|
||||
|
||||
from loguru import logger
|
||||
from openai import AsyncOpenAI, BadRequestError
|
||||
from pydantic import BaseModel
|
||||
|
||||
from pipecat.frames.frames import (
|
||||
ErrorFrame,
|
||||
@@ -55,6 +56,17 @@ class OpenAITTSService(TTSService):
|
||||
|
||||
OPENAI_SAMPLE_RATE = 24000 # OpenAI TTS always outputs at 24kHz
|
||||
|
||||
class InputParams(BaseModel):
|
||||
"""Input parameters for OpenAI TTS configuration.
|
||||
|
||||
Parameters:
|
||||
instructions: Instructions to guide voice synthesis behavior.
|
||||
speed: Voice speed control (0.25 to 4.0, default 1.0).
|
||||
"""
|
||||
|
||||
instructions: Optional[str] = None
|
||||
speed: Optional[float] = None
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
*,
|
||||
@@ -65,6 +77,7 @@ class OpenAITTSService(TTSService):
|
||||
sample_rate: Optional[int] = None,
|
||||
instructions: Optional[str] = None,
|
||||
speed: Optional[float] = None,
|
||||
params: Optional[InputParams] = None,
|
||||
**kwargs,
|
||||
):
|
||||
"""Initialize OpenAI TTS service.
|
||||
@@ -77,7 +90,11 @@ class OpenAITTSService(TTSService):
|
||||
sample_rate: Output audio sample rate in Hz. If None, uses OpenAI's default 24kHz.
|
||||
instructions: Optional instructions to guide voice synthesis behavior.
|
||||
speed: Voice speed control (0.25 to 4.0, default 1.0).
|
||||
params: Optional synthesis controls (acting instructions, speed, ...).
|
||||
**kwargs: Additional keyword arguments passed to TTSService.
|
||||
|
||||
.. deprecated:: 0.0.91
|
||||
The `instructions` and `speed` parameters are deprecated, use `InputParams` instead.
|
||||
"""
|
||||
if sample_rate and sample_rate != self.OPENAI_SAMPLE_RATE:
|
||||
logger.warning(
|
||||
@@ -86,12 +103,26 @@ class OpenAITTSService(TTSService):
|
||||
)
|
||||
super().__init__(sample_rate=sample_rate, **kwargs)
|
||||
|
||||
self._speed = speed
|
||||
self.set_model_name(model)
|
||||
self.set_voice(voice)
|
||||
self._instructions = instructions
|
||||
self._client = AsyncOpenAI(api_key=api_key, base_url=base_url)
|
||||
|
||||
if instructions or speed:
|
||||
import warnings
|
||||
|
||||
with warnings.catch_warnings():
|
||||
warnings.simplefilter("always")
|
||||
warnings.warn(
|
||||
"The `instructions` and `speed` parameters are deprecated, use `InputParams` instead.",
|
||||
DeprecationWarning,
|
||||
stacklevel=2,
|
||||
)
|
||||
|
||||
self._settings = {
|
||||
"instructions": params.instructions if params else instructions,
|
||||
"speed": params.speed if params else speed,
|
||||
}
|
||||
|
||||
def can_generate_metrics(self) -> bool:
|
||||
"""Check if this service can generate processing metrics.
|
||||
|
||||
@@ -144,11 +175,11 @@ class OpenAITTSService(TTSService):
|
||||
"response_format": "pcm",
|
||||
}
|
||||
|
||||
if self._instructions:
|
||||
create_params["instructions"] = self._instructions
|
||||
if self._settings["instructions"]:
|
||||
create_params["instructions"] = self._settings["instructions"]
|
||||
|
||||
if self._speed:
|
||||
create_params["speed"] = self._speed
|
||||
if self._settings["speed"]:
|
||||
create_params["speed"] = self._settings["speed"]
|
||||
|
||||
async with self._client.audio.speech.with_streaming_response.create(
|
||||
**create_params
|
||||
|
||||
@@ -269,6 +269,8 @@ class PlayHTTTSService(InterruptibleTTSService):
|
||||
raise ValueError("WebSocket URL is not a string")
|
||||
|
||||
self._websocket = await websocket_connect(self._websocket_url)
|
||||
|
||||
await self._call_event_handler("on_connected")
|
||||
except ValueError as e:
|
||||
logger.error(f"{self} initialization error: {e}")
|
||||
self._websocket = None
|
||||
@@ -291,6 +293,7 @@ class PlayHTTTSService(InterruptibleTTSService):
|
||||
finally:
|
||||
self._request_id = None
|
||||
self._websocket = None
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
async def _get_websocket_url(self):
|
||||
"""Retrieve WebSocket URL from PlayHT API."""
|
||||
|
||||
@@ -255,6 +255,8 @@ class RimeTTSService(AudioContextWordTTSService):
|
||||
url = f"{self._url}?{params}"
|
||||
headers = {"Authorization": f"Bearer {self._api_key}"}
|
||||
self._websocket = await websocket_connect(url, additional_headers=headers)
|
||||
|
||||
await self._call_event_handler("on_connected")
|
||||
except Exception as e:
|
||||
logger.error(f"{self} initialization error: {e}")
|
||||
self._websocket = None
|
||||
@@ -272,6 +274,7 @@ class RimeTTSService(AudioContextWordTTSService):
|
||||
finally:
|
||||
self._context_id = None
|
||||
self._websocket = None
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
def _get_websocket(self):
|
||||
"""Get active websocket connection or raise exception."""
|
||||
|
||||
@@ -525,6 +525,7 @@ class SarvamTTSService(InterruptibleTTSService):
|
||||
logger.debug("Connected to Sarvam TTS Websocket")
|
||||
await self._send_config()
|
||||
|
||||
await self._call_event_handler("on_connected")
|
||||
except Exception as e:
|
||||
logger.error(f"{self} initialization error: {e}")
|
||||
self._websocket = None
|
||||
@@ -556,6 +557,10 @@ class SarvamTTSService(InterruptibleTTSService):
|
||||
await self._websocket.close()
|
||||
except Exception as e:
|
||||
logger.error(f"{self} error closing websocket: {e}")
|
||||
finally:
|
||||
self._started = False
|
||||
self._websocket = None
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
def _get_websocket(self):
|
||||
if self._websocket:
|
||||
|
||||
@@ -577,6 +577,7 @@ class SpeechmaticsSTTService(STTService):
|
||||
),
|
||||
)
|
||||
logger.debug(f"{self} Connected to Speechmatics STT service")
|
||||
await self._call_event_handler("on_connected")
|
||||
except Exception as e:
|
||||
logger.error(f"{self} Error connecting to Speechmatics: {e}")
|
||||
self._client = None
|
||||
@@ -595,6 +596,7 @@ class SpeechmaticsSTTService(STTService):
|
||||
logger.error(f"{self} Error closing Speechmatics client: {e}")
|
||||
finally:
|
||||
self._client = None
|
||||
await self._call_event_handler("on_disconnected")
|
||||
|
||||
def _process_config(self) -> None:
|
||||
"""Create a formatted STT transcription config.
|
||||
|
||||
@@ -35,6 +35,25 @@ class STTService(AIService):
|
||||
Provides common functionality for STT services including audio passthrough,
|
||||
muting, settings management, and audio processing. Subclasses must implement
|
||||
the run_stt method to provide actual speech recognition.
|
||||
|
||||
Event handlers:
|
||||
on_connected: Called when connected to the STT service.
|
||||
on_connected: Called when disconnected from the STT service.
|
||||
on_connection_error: Called when a connection to the STT service error occurs.
|
||||
|
||||
Example::
|
||||
|
||||
@stt.event_handler("on_connected")
|
||||
async def on_connected(stt: STTService):
|
||||
logger.debug(f"STT connected")
|
||||
|
||||
@stt.event_handler("on_disconnected")
|
||||
async def on_disconnected(stt: STTService):
|
||||
logger.debug(f"STT disconnected")
|
||||
|
||||
@stt.event_handler("on_connection_error")
|
||||
async def on_connection_error(stt: STTService, error: str):
|
||||
logger.error(f"STT connection error: {error}")
|
||||
"""
|
||||
|
||||
def __init__(
|
||||
@@ -62,6 +81,10 @@ class STTService(AIService):
|
||||
self._muted: bool = False
|
||||
self._user_id: str = ""
|
||||
|
||||
self._register_event_handler("on_connected")
|
||||
self._register_event_handler("on_disconnected")
|
||||
self._register_event_handler("on_connection_error")
|
||||
|
||||
@property
|
||||
def is_muted(self) -> bool:
|
||||
"""Check if the STT service is currently muted.
|
||||
@@ -292,15 +315,6 @@ class WebsocketSTTService(STTService, WebsocketService):
|
||||
|
||||
Combines STT functionality with websocket connectivity, providing automatic
|
||||
error handling and reconnection capabilities.
|
||||
|
||||
Event handlers:
|
||||
on_connection_error: Called when a websocket connection error occurs.
|
||||
|
||||
Example::
|
||||
|
||||
@stt.event_handler("on_connection_error")
|
||||
async def on_connection_error(stt: STTService, error: str):
|
||||
logger.error(f"STT connection error: {error}")
|
||||
"""
|
||||
|
||||
def __init__(self, *, reconnect_on_error: bool = True, **kwargs):
|
||||
@@ -312,7 +326,6 @@ class WebsocketSTTService(STTService, WebsocketService):
|
||||
"""
|
||||
STTService.__init__(self, **kwargs)
|
||||
WebsocketService.__init__(self, reconnect_on_error=reconnect_on_error, **kwargs)
|
||||
self._register_event_handler("on_connection_error")
|
||||
|
||||
async def _report_error(self, error: ErrorFrame):
|
||||
await self._call_event_handler("on_connection_error", error.error)
|
||||
|
||||
@@ -59,6 +59,25 @@ class TTSService(AIService):
|
||||
Provides common functionality for TTS services including text aggregation,
|
||||
filtering, audio generation, and frame management. Supports configurable
|
||||
sentence aggregation, silence insertion, and frame processing control.
|
||||
|
||||
Event handlers:
|
||||
on_connected: Called when connected to the STT service.
|
||||
on_connected: Called when disconnected from the STT service.
|
||||
on_connection_error: Called when a connection to the STT service error occurs.
|
||||
|
||||
Example::
|
||||
|
||||
@tts.event_handler("on_connected")
|
||||
async def on_connected(tts: TTSService):
|
||||
logger.debug(f"TTS connected")
|
||||
|
||||
@tts.event_handler("on_disconnected")
|
||||
async def on_disconnected(tts: TTSService):
|
||||
logger.debug(f"TTS disconnected")
|
||||
|
||||
@tts.event_handler("on_connection_error")
|
||||
async def on_connection_error(stt: TTSService, error: str):
|
||||
logger.error(f"TTS connection error: {error}")
|
||||
"""
|
||||
|
||||
def __init__(
|
||||
@@ -143,6 +162,10 @@ class TTSService(AIService):
|
||||
|
||||
self._processing_text: bool = False
|
||||
|
||||
self._register_event_handler("on_connected")
|
||||
self._register_event_handler("on_disconnected")
|
||||
self._register_event_handler("on_connection_error")
|
||||
|
||||
@property
|
||||
def sample_rate(self) -> int:
|
||||
"""Get the current sample rate for audio output.
|
||||
@@ -626,7 +649,6 @@ class WebsocketTTSService(TTSService, WebsocketService):
|
||||
"""
|
||||
TTSService.__init__(self, **kwargs)
|
||||
WebsocketService.__init__(self, reconnect_on_error=reconnect_on_error, **kwargs)
|
||||
self._register_event_handler("on_connection_error")
|
||||
|
||||
async def _report_error(self, error: ErrorFrame):
|
||||
await self._call_event_handler("on_connection_error", error.error)
|
||||
@@ -678,15 +700,6 @@ class WebsocketWordTTSService(WordTTSService, WebsocketService):
|
||||
"""Base class for websocket-based TTS services that support word timestamps.
|
||||
|
||||
Combines word timestamp functionality with websocket connectivity.
|
||||
|
||||
Event handlers:
|
||||
on_connection_error: Called when a websocket connection error occurs.
|
||||
|
||||
Example::
|
||||
|
||||
@tts.event_handler("on_connection_error")
|
||||
async def on_connection_error(tts: TTSService, error: str):
|
||||
logger.error(f"TTS connection error: {error}")
|
||||
"""
|
||||
|
||||
def __init__(self, *, reconnect_on_error: bool = True, **kwargs):
|
||||
@@ -698,7 +711,6 @@ class WebsocketWordTTSService(WordTTSService, WebsocketService):
|
||||
"""
|
||||
WordTTSService.__init__(self, **kwargs)
|
||||
WebsocketService.__init__(self, reconnect_on_error=reconnect_on_error, **kwargs)
|
||||
self._register_event_handler("on_connection_error")
|
||||
|
||||
async def _report_error(self, error: ErrorFrame):
|
||||
await self._call_event_handler("on_connection_error", error.error)
|
||||
|
||||
@@ -232,6 +232,9 @@ class BaseInputTransport(FrameProcessor):
|
||||
"""
|
||||
# Cancel and wait for the audio input task to finish.
|
||||
await self._cancel_audio_task()
|
||||
# Stop audio filter.
|
||||
if self._params.audio_in_filter:
|
||||
await self._params.audio_in_filter.stop()
|
||||
|
||||
async def set_transport_ready(self, frame: StartFrame):
|
||||
"""Called when the transport is ready to stream.
|
||||
|
||||
Reference in New Issue
Block a user