diff --git a/.gitignore b/.gitignore index 5f22f5f3..091986ad 100755 --- a/.gitignore +++ b/.gitignore @@ -128,3 +128,9 @@ resources .venv aymurai/version.py + +# Git worktrees +.worktrees/ + +# Local-only superpowers specs and plans (never committed) +docs/superpowers/ diff --git a/.vscode/launch.json b/.vscode/launch.json index d6348f6f..00940f63 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -20,7 +20,7 @@ "subProcess": false, "envFile": "${workspaceFolder}/.env", "python": "${workspaceFolder}/.venv/bin/python", - "preLaunchTask": "Start Ollama service" + // "preLaunchTask": "Start Ollama service" }, ] } \ No newline at end of file diff --git a/aymurai/api/endpoints/routers/asr/transcribe.py b/aymurai/api/endpoints/routers/asr/transcribe.py index d3aaf42b..3d9a9075 100644 --- a/aymurai/api/endpoints/routers/asr/transcribe.py +++ b/aymurai/api/endpoints/routers/asr/transcribe.py @@ -1,4 +1,11 @@ +import asyncio +import contextlib +import json +from typing import AsyncGenerator +from uuid import UUID + from fastapi import Body, Depends, UploadFile +from fastapi.responses import StreamingResponse from fastapi.routing import APIRouter from pydantic import UUID5 from sqlmodel import Session @@ -9,7 +16,12 @@ NotFoundError, UpstreamServiceError, ) -from aymurai.audio.asr_client import transcribe_audio_bytes +from aymurai.audio.asr_client import ( + ASRStreamChunk, + lines_to_paragraphs, + transcribe_audio_bytes, + transcribe_audio_bytes_stream, +) from aymurai.database.crud.audio_transcription import ( audio_transcription_create_or_update, audio_transcription_get, @@ -20,19 +32,42 @@ from aymurai.meta.api_interfaces import ASRDocument, ASRParagraph, ASRParagraphRequest from aymurai.settings import settings + +def _format_sse_event( + event_name: str, + document_id: UUID, + paragraphs: list[ASRParagraph], + current_time: float | None = None, + total_time: float | None = None, +) -> str: + """Format an SSE event with an ASRDocument payload.""" + payload = ASRDocument( + document_id=document_id, + document=paragraphs, + current_time=current_time, + total_time=total_time, + ).model_dump_json() + return f"event: {event_name}\ndata: {payload}\n\n" + + +def _format_error_event(detail: str, code: str) -> str: + """Format an error SSE event.""" + payload = json.dumps({"detail": detail, "code": code}) + return f"event: error\ndata: {payload}\n\n" + + router = APIRouter() logger = get_logger(__name__) def get_transcribe_ws_uri() -> str: - """ - Get the WebSocket URI for the transcription service from settings. + """Get the WebSocket URI for the transcription service from settings. Raises: - ConfigurationError: If the WebSocket URI is not configured in settings. + ConfigurationError: If the WebSocket URI is not configured. Returns: - str: The WebSocket URI for the transcription service. + The WebSocket URI for the transcription service. """ ws_uri = settings.TRANSCRIBE_WS_URI if not ws_uri: @@ -43,18 +78,17 @@ def get_transcribe_ws_uri() -> str: async def _transcribe_audio_bytes_with_error_handling( data: bytes, ) -> list[ASRParagraph]: - """ - Transcribes audio bytes into a list of ASRParagraph objects. + """Transcribe audio bytes into a list of ASRParagraph objects. Args: - data (bytes): The audio data to be transcribed. + data: The audio data to be transcribed. Raises: - UpstreamServiceError: If there is an error with the upstream transcription service. + UpstreamServiceError: If there is an error with the upstream service. AymuraiAPIException: If there is an unexpected error during transcription. Returns: - list[ASRParagraph]: A list of ASRParagraph objects representing the transcribed audio. + A list of ASRParagraph objects representing the transcribed audio. """ try: status = await transcribe_audio_bytes(data) @@ -71,36 +105,32 @@ async def _transcribe_audio_bytes_with_error_handling( if not status: raise AymuraiAPIException(detail="No transcription result received") - return [ - ASRParagraph( - speaker_no=line.speaker, - speaker_id=f"speaker-{line.speaker}", - start=line.start, - end=line.end, - text=line.text, - ) - for line in status.lines - ] + return lines_to_paragraphs(status.lines) -@router.post("/transcribe", response_model=ASRDocument) +@router.post( + "/transcribe", + response_model=ASRDocument, + deprecated=True, +) async def transcribe( file: UploadFile, use_cache: bool = True, ws_uri: str = Depends(get_transcribe_ws_uri), session: Session = Depends(get_session), ) -> ASRDocument: - """ - Transcribes an uploaded audio file and returns the transcribed document. + """Transcribe an uploaded audio file and return the transcribed document. Args: - file (UploadFile): The audio file to be transcribed. - use_cache (bool, optional): Whether to use cached transcription results. Defaults to True. - ws_uri (str, optional): The WebSocket URI for the transcription service. Defaults to Depends(get_transcribe_ws_uri). - session (Session, optional): The database session. Defaults to Depends(get_session). + file: The audio file to be transcribed. + use_cache: Whether to use cached transcription results. + ws_uri: The WebSocket URI for the transcription service (injected via + ``Depends`` for configuration validation — the value itself is read + from settings by the ASR client). + session: The database session. Returns: - ASRDocument: The transcribed audio document. + The transcribed audio document. """ data = await file.read() document_id = data_to_uuid(data) @@ -110,7 +140,7 @@ async def transcribe( transcription_id=document_id, session=session ) if cached_record is not None: - logger.debug(f"Audio transcription DB hit for {file.filename}") + logger.debug("Audio transcription DB hit for %s", file.filename) cached_document = ASRDocument( document_id=document_id, document=cached_record.validation or cached_record.transcription, @@ -118,6 +148,7 @@ async def transcribe( return cached_document transcription_items = await _transcribe_audio_bytes_with_error_handling(data) + transcription_items = [p for p in transcription_items if p.text.strip()] document = ASRDocument(document_id=document_id, document=transcription_items) audio_transcription_create_or_update( transcription_id=document_id, @@ -125,29 +156,182 @@ async def transcribe( transcription=document.document, session=session, ) - logger.debug(f"Audio transcription stored in DB for {file.filename}") + logger.debug("Audio transcription stored in DB for %s", file.filename) return document +@router.post("/transcribe/stream") +async def transcribe_stream( + file: UploadFile, + use_cache: bool = True, + ws_uri: str = Depends(get_transcribe_ws_uri), + session: Session = Depends(get_session), +) -> StreamingResponse: + """ + Transcribe an uploaded audio file and stream intermediate results as SSE. + + Emits `event: transcription` frames per upstream update (cumulative snapshots), + a final `event: done` frame with the complete ASRDocument, and `event: error` + on upstream failure. Checks the cache first; on cache miss, persists the final + result. + """ + data = await file.read() + filename = file.filename + document_id = data_to_uuid(data) + + async def _event_stream() -> AsyncGenerator[str, None]: + # Cache check + if use_cache: + cached = audio_transcription_get( + transcription_id=document_id, session=session + ) + if cached is not None: + logger.debug("Audio transcription DB hit for %s", filename) + cached_paragraphs = [ + ASRParagraph.model_validate(p) + for p in (cached.validation or cached.transcription) + ] + yield _format_sse_event("done", document_id, cached_paragraphs) + return + + # Live streaming path + keepalive_task: asyncio.Task | None = None + keepalive_queue: asyncio.Queue[str] = asyncio.Queue() + interval = settings.TRANSCRIBE_SSE_KEEPALIVE_SECONDS + + async def _keepalive_pump() -> None: + while True: + await asyncio.sleep(interval) + await keepalive_queue.put(": keepalive\n\n") + + if interval > 0: + keepalive_task = asyncio.create_task(_keepalive_pump()) + + last_snapshot: list[ASRParagraph] = [] + last_current_time: float | None = None + last_total_time: float | None = None + stream_iter = transcribe_audio_bytes_stream(data).__aiter__() + + try: + # next_task is created once and reused across keepalive interruptions so + # that cancelling the keepalive_get task never aborts the in-flight + # __anext__() call. + next_task: asyncio.Task[ASRStreamChunk] = asyncio.create_task( + stream_iter.__anext__() # pyrefly: ignore[bad-argument-type] + ) + while True: + keepalive_get = asyncio.create_task(keepalive_queue.get()) + + done, _ = await asyncio.wait( + {next_task, keepalive_get}, + return_when=asyncio.FIRST_COMPLETED, + ) + + if keepalive_get in done: + yield keepalive_get.result() + else: + # keepalive_get lost the race - discard it cleanly + keepalive_get.cancel() + with contextlib.suppress(asyncio.CancelledError): + await keepalive_get + + if next_task in done: + try: + chunk: ASRStreamChunk = next_task.result() + except StopAsyncIteration: + break + except RuntimeError as exc: + logger.error("upstream error during streaming: %s", exc) + yield _format_error_event( + detail=str(exc), code="UPSTREAM_SERVICE_ERROR" + ) + return + except Exception: + logger.exception("unexpected error during streaming") + yield _format_error_event( + detail="Unexpected error during transcription", + code="INTERNAL_ERROR", + ) + return + + last_snapshot = chunk.paragraphs + last_current_time = chunk.current_time + last_total_time = chunk.total_time + + # emit an SSE event only if transcription content is present in the chunk + paragraphs = [ + paragraph + for paragraph in chunk.paragraphs + if paragraph.text.strip() + ] + if paragraphs: + yield _format_sse_event( + "transcription", + document_id, + paragraphs, + current_time=chunk.current_time, + total_time=chunk.total_time, + ) + + # Advance to the next chunk only after the current one is consumed + next_task = asyncio.create_task( + stream_iter.__anext__() # pyrefly: ignore[bad-argument-type] + ) + finally: + if keepalive_task is not None and not keepalive_task.done(): + keepalive_task.cancel() + with contextlib.suppress(asyncio.CancelledError): + await keepalive_task + with contextlib.suppress(Exception): + await stream_iter.aclose() # type: ignore[attr-defined] + + # Persist + done event + try: + audio_transcription_create_or_update( + transcription_id=document_id, + name=filename or str(document_id), + transcription=last_snapshot, + session=session, + ) + logger.debug("Audio transcription stored in DB for %s", filename) + except Exception: + logger.exception("failed to persist transcription; continuing") + + yield _format_sse_event( + "done", + document_id, + paragraphs=[p for p in last_snapshot if p.text.strip()], + current_time=last_current_time, + total_time=last_total_time, + ) + + return StreamingResponse( + _event_stream(), + media_type="text/event-stream", + headers={ + "Cache-Control": "no-cache", + "X-Accel-Buffering": "no", + }, + ) + + @router.get("/validation/document/{document_id}") async def asr_read_document_validation( document_id: UUID5, session: Session = Depends(get_session), ) -> ASRDocument | None: - """ - Retrieves the validation document for a given document ID. + """Retrieve the validation document for a given document ID. Args: - document_id (UUID5): The ID of the document to retrieve. - session (Session, optional): The database session. Defaults to Depends(get_session). - + document_id: The ID of the document to retrieve. + session: The database session. Raises: NotFoundError: If the document with the given ID is not found. Returns: - ASRDocument | None: The validation document if found, otherwise None. + The validation document if found, otherwise None. """ record = audio_transcription_get(transcription_id=document_id, session=session) if not record: @@ -165,13 +349,12 @@ async def asr_save_document_validation( annotations: list[ASRParagraphRequest] = Body(...), session: Session = Depends(get_session), ) -> None: - """ - Saves the validation annotations for a given document ID. + """Save validation annotations for a given document ID. Args: - document_id (UUID5): The ID of the document to validate. - annotations (list[ASRParagraphRequest], optional): The list of annotations for the document. Defaults to Body(...). - session (Session, optional): The database session. Defaults to Depends(get_session). + document_id: The ID of the document to validate. + annotations: The list of annotations for the document. + session: The database session. Raises: NotFoundError: If the document with the given ID is not found. diff --git a/aymurai/audio/asr_client.py b/aymurai/audio/asr_client.py index e045fb14..4ace34a1 100644 --- a/aymurai/audio/asr_client.py +++ b/aymurai/audio/asr_client.py @@ -1,67 +1,174 @@ +from __future__ import annotations + import asyncio import contextlib import io import json -from pathlib import Path +from typing import AsyncGenerator import librosa import numpy as np import websockets -from pydantic import TypeAdapter, ValidationError +from pydantic import BaseModel, TypeAdapter, ValidationError from aymurai.api.meta.asr.websocket import ( WLKMessageRawResponse, WLKMessageReadyToStopMessage, WLKMessageStatus, + WLKMessageTranscriptionLine, ) from aymurai.logger import get_logger +from aymurai.meta.api_interfaces import ASRParagraph from aymurai.settings import settings logger = get_logger(__name__) -SAMPLE_RATE_HZ = 16000 -CHUNK_SECONDS = 1 -CHUNK_SAMPLES = SAMPLE_RATE_HZ * CHUNK_SECONDS MAX_WS_LOG_CHARS = 2000 ASR_RAW_RESPONSE_ADAPTER = TypeAdapter(WLKMessageRawResponse) +def _describe_ws_exception(exc: BaseException) -> str: + """Render a WebSocket exception with structured detail. + + For ``ConnectionClosed`` (and subclasses), surfaces the close + ``code`` and ``reason`` from both the received and sent frames. + This distinguishes e.g. an upstream 1011 crash from a client-side + keepalive timeout vs. a normal close (1000/1001). + """ + # Lazy import-safe access: ConnectionClosed is defined in websockets.exceptions + closed = getattr(websockets.exceptions, "ConnectionClosed", None) + if closed is not None and isinstance(exc, closed): + rcvd = getattr(exc, "rcvd", None) + sent = getattr(exc, "sent", None) + rcvd_desc = ( + f"code={rcvd.code} reason={rcvd.reason!r}" if rcvd is not None else "None" + ) + sent_desc = ( + f"code={sent.code} reason={sent.reason!r}" if sent is not None else "None" + ) + return f"{type(exc).__name__}: {exc} | rcvd=({rcvd_desc}) sent=({sent_desc})" + return f"{type(exc).__name__}: {exc}" + + +class ASRStreamChunk(BaseModel): + """A single snapshot yielded by ``transcribe_audio_bytes_stream``. + + Attributes: + paragraphs: Cumulative list of transcribed paragraphs so far. + current_time: Seconds of audio covered by the transcription so far + (``end`` timestamp of the last line), or ``None`` if no lines. + total_time: Estimated total audio duration in seconds, or ``None``. + """ + + paragraphs: list[ASRParagraph] + current_time: float | None = None + total_time: float | None = None + + +class _DecodedAudio: + """Result of decoding an audio payload — array and duration.""" + + __slots__ = ("array", "duration_s") + + def __init__(self, array: np.ndarray, duration_s: float) -> None: + self.array = array + self.duration_s = duration_s + + +def _decode_audio(payload: bytes, sr: int = 16000) -> _DecodedAudio: + """Decode an audio payload to a mono float32 array at Sample Rate ``sr``. + + Pure CPU/IO work — call via ``asyncio.to_thread`` from async contexts + to avoid blocking the event loop (which would starve WebSocket and SSE + keepalives). + """ + audio, _ = librosa.load(io.BytesIO(payload), sr=sr, mono=True) + return _DecodedAudio(array=audio, duration_s=len(audio) / sr) + + +def _current_time_from_status(message: WLKMessageStatus) -> float | None: + """Return the end timestamp of the last transcription line in seconds, or None.""" + if not message.lines: + return None + return message.lines[-1].end.total_seconds() + + +def lines_to_paragraphs( + lines: list[WLKMessageTranscriptionLine], +) -> list[ASRParagraph]: + """Map WebSocket transcription lines to ASRParagraph objects. + + Args: + lines: Transcription lines from the ASR service. + + Returns: + ASRParagraph objects ready for serialization or storage. + """ + return [ + ASRParagraph( + speaker_no=line.speaker, + start=line.start, + end=line.end, + text=line.text, + ) + for line in lines + ] + + async def _stream_audio_bytes( - payload: bytes, + payload: bytes | _DecodedAudio, websocket: websockets.ClientConnection, ) -> int: - """ - Streams audio bytes to a WebSocket connection in chunks. + """Stream audio bytes to a WebSocket connection in chunks. + + Sleeps briefly between chunks (``TRANSCRIBE_WS_CHUNK_SLEEP_SECONDS``) + to yield control to the event loop so the recv task can drain incoming + frames and keepalive pings stay responsive. Args: - payload (bytes): The audio data to be streamed. - websocket (websockets.ClientConnection): The WebSocket connection to stream the audio data to. + payload: The audio data (raw bytes or pre-decoded ``_DecodedAudio``). + websocket: The WebSocket connection to stream the audio data to. Returns: - int: The total number of bytes sent to the WebSocket. + The total number of bytes sent to the WebSocket. """ - audio, _ = librosa.load(io.BytesIO(payload), sr=SAMPLE_RATE_HZ, mono=True) + if isinstance(payload, _DecodedAudio): + decoded = payload + else: + decoded = await asyncio.to_thread( + _decode_audio, + payload, + sr=settings.TRANSCRIBE_WS_SAMPLE_RATE, + ) + audio = decoded.array + total_bytes = 0 - for i in range(0, len(audio), CHUNK_SAMPLES): - chunk = audio[i : i + CHUNK_SAMPLES] + _CHUNK_SAMPLES = settings.TRANSCRIBE_WS_CHUNK_SAMPLES + for i in range(0, len(audio), _CHUNK_SAMPLES): + chunk = audio[i : i + _CHUNK_SAMPLES] if len(chunk) == 0: continue chunk_int16 = (chunk * 32768).astype(np.int16) data = chunk_int16.tobytes() total_bytes += len(data) + await websocket.send(data) + + # add a small sleep after each chunk to yield control to the event loop and + # allow the receive task to process incoming messages + await asyncio.sleep(settings.TRANSCRIBE_WS_CHUNK_SLEEP_SECONDS) + return total_bytes def _parse_ws_message(message: str | bytes) -> WLKMessageRawResponse | None: - """ - Parses a WebSocket message into a WLKMessageRawResponse object. + """Parse a WebSocket message into a WLKMessageRawResponse object. Args: - message (str | bytes): The WebSocket message to be parsed. + message: The WebSocket message to be parsed. Returns: - WLKMessageRawResponse | None: The parsed WLKMessageRawResponse object, or None if parsing fails. + The parsed WLKMessageRawResponse object, or None if parsing fails. """ if isinstance(message, bytes): message = message.decode("utf-8", errors="replace") @@ -90,55 +197,76 @@ def _parse_ws_message(message: str | bytes) -> WLKMessageRawResponse | None: return None -async def _receive_updates( +async def _iter_ws_messages( websocket: websockets.ClientConnection, -) -> WLKMessageStatus | None: - """ - Receives updates from the WebSocket connection and returns the last active transcription status. +) -> AsyncGenerator[WLKMessageStatus, None]: + """Yield ``active_transcription`` status messages from a WebSocket. + + Handles recv errors and message parsing internally. Yields only + ``WLKMessageStatus`` messages with ``status="active_transcription"``; + silently skips unparseable messages and ``WLKMessageConfig`` messages. + Terminates on ``ConnectionClosedOK`` or ``WLKMessageReadyToStopMessage``. Args: - websocket (websockets.ClientConnection): The WebSocket connection to receive updates from. + websocket: The WebSocket connection to receive from. - Returns: - WLKMessageStatus | None: The last active transcription status, - or None if no active transcription was received. + Yields: + Each active_transcription status received from the server. + + Raises: + RuntimeError: On WebSocket errors during receive. """ - last_active_transcription: WLKMessageStatus | None = None while True: try: msg = await websocket.recv() except websockets.exceptions.ConnectionClosedOK: logger.info("connection closed normally") - break + return except websockets.exceptions.WebSocketException as exc: - logger.error("websocket error while receiving updates: %s", exc) - break + logger.error( + "websocket error while receiving: %s", + _describe_ws_exception(exc), + ) + raise RuntimeError("Transcription service websocket error") from exc parsed = _parse_ws_message(msg) match parsed: case None: continue case WLKMessageStatus(status="active_transcription") as message: - last_active_transcription = message + yield message case WLKMessageReadyToStopMessage(): - break + return + + +async def _receive_updates( + websocket: websockets.ClientConnection, +) -> WLKMessageStatus | None: + """Receive updates from the WebSocket connection. + Args: + websocket: The WebSocket connection to receive updates from. + + Returns: + The last active transcription status, or None if none received. + """ + last_active_transcription: WLKMessageStatus | None = None + async for message in _iter_ws_messages(websocket): + last_active_transcription = message return last_active_transcription async def transcribe_audio_bytes(payload: bytes) -> WLKMessageStatus | None: - """ - Transcribes audio bytes by streaming them to a WebSocket transcription service and receiving updates. + """Transcribe audio bytes via the WebSocket ASR service. Args: - payload (bytes): The audio data to be transcribed. + payload: The audio data to be transcribed. Raises: RuntimeError: If there is an error with the transcription service. Returns: - WLKMessageStatus | None: The last active transcription status received from the transcription service, - or None if no active transcription was received. + The last active transcription status, or None if none received. """ ws_uri = settings.TRANSCRIBE_WS_URI @@ -147,8 +275,12 @@ async def transcribe_audio_bytes(payload: bytes) -> WLKMessageStatus | None: logger.info("streaming audio for transcription") + ping_interval = settings.TRANSCRIBE_WS_PING_INTERVAL_SECONDS or None + ping_timeout = settings.TRANSCRIBE_WS_PING_TIMEOUT_SECONDS or None try: - async with websockets.connect(ws_uri) as websocket: + async with websockets.connect( + ws_uri, ping_interval=ping_interval, ping_timeout=ping_timeout + ) as websocket: receive_task = asyncio.create_task(_receive_updates(websocket)) try: total_bytes = await _stream_audio_bytes(payload, websocket) @@ -161,8 +293,12 @@ async def transcribe_audio_bytes(payload: bytes) -> WLKMessageStatus | None: with contextlib.suppress(asyncio.CancelledError): await receive_task raise + except RuntimeError: + raise except websockets.exceptions.WebSocketException as exc: - logger.error("websocket error during transcription: %s", exc) + logger.error( + "websocket error during transcription: %s", _describe_ws_exception(exc) + ) raise RuntimeError("Transcription service websocket error") from exc except Exception as exc: logger.error("unexpected error during transcription: %s", exc) @@ -171,16 +307,77 @@ async def transcribe_audio_bytes(payload: bytes) -> WLKMessageStatus | None: return last_active_transcription -def transcribe_audio_path(path: Path) -> WLKMessageStatus | None: - """ - Transcribes an audio file at the given path by reading its bytes and sending them to the transcription service. +async def transcribe_audio_bytes_stream( + payload: bytes, +) -> AsyncGenerator[ASRStreamChunk, None]: + """Stream transcription updates from the ASR WebSocket service. + + Yields an ``ASRStreamChunk`` for each intermediate active_transcription + update received from the upstream service. Each chunk contains a cumulative + paragraph snapshot and progress information (current_time / total_time in + seconds). The generator terminates when the service sends a ready_to_stop + message or the connection closes normally. Args: - path (Path): The path to the audio file to be transcribed. + payload: The audio data to be transcribed. - Returns: - WLKMessageStatus | None: The last active transcription status received from the transcription service, - or None if no active transcription was received. + Raises: + RuntimeError: If TRANSCRIBE_WS_URI is not configured or the upstream + websocket service errors out mid-stream. + + Yields: + ASRStreamChunk: Cumulative snapshot of paragraphs together with + ``current_time`` and ``total_time`` progress values. """ - payload = path.read_bytes() - return asyncio.run(transcribe_audio_bytes(payload)) + ws_uri = settings.TRANSCRIBE_WS_URI + + if not ws_uri: + raise RuntimeError("TRANSCRIBE_WS_URI is not configured") + + logger.info("streaming audio for transcription (sse)") + + ping_interval = settings.TRANSCRIBE_WS_PING_INTERVAL_SECONDS or None + ping_timeout = settings.TRANSCRIBE_WS_PING_TIMEOUT_SECONDS or None + + streaming_task: asyncio.Task | None = None + decoded = await asyncio.to_thread(_decode_audio, payload) + total_time = decoded.duration_s + try: + async with websockets.connect( + ws_uri, ping_interval=ping_interval, ping_timeout=ping_timeout + ) as websocket: + streaming_task = asyncio.create_task( + _stream_and_signal_end(decoded, websocket) + ) + async for message in _iter_ws_messages(websocket): + current_time = _current_time_from_status(message) + yield ASRStreamChunk( + paragraphs=lines_to_paragraphs(message.lines), + current_time=current_time, + total_time=total_time, + ) + except websockets.exceptions.WebSocketException as exc: + logger.error( + "websocket error during transcription: %s", _describe_ws_exception(exc) + ) + raise RuntimeError("Transcription service websocket error") from exc + finally: + if streaming_task is not None: + if not streaming_task.done(): + streaming_task.cancel() + try: + await streaming_task + except asyncio.CancelledError: + pass # expected when we cancelled it + except Exception as exc: + logger.error("audio streaming task failed: %s", exc) + + +async def _stream_and_signal_end( + payload: bytes | _DecodedAudio, + websocket: websockets.ClientConnection, +) -> None: + """Stream audio bytes then send the empty end-of-stream marker.""" + total_bytes = await _stream_audio_bytes(payload, websocket) + await websocket.send(b"") + logger.info("sent %s bytes to transcription service", total_bytes) diff --git a/aymurai/meta/api_interfaces.py b/aymurai/meta/api_interfaces.py index 559dd64f..052bbbcb 100644 --- a/aymurai/meta/api_interfaces.py +++ b/aymurai/meta/api_interfaces.py @@ -132,6 +132,21 @@ class ASRParagraphRequest(BaseModel): class ASRDocument(BaseModel): document: list[ASRParagraph] document_id: UUID + current_time: float | None = Field( + default=None, + description=( + "Seconds of audio transcribed so far (end timestamp of the last line). " + "None when unknown (e.g. cache hit)." + ), + ) + total_time: float | None = Field( + default=None, + description=( + "Estimated total audio duration in seconds " + "(current_time + remaining_time from the upstream service). " + "None when unknown." + ), + ) def to_txt(self) -> str: return "\n\n".join([paragraph.to_txt() for paragraph in self.document]) diff --git a/aymurai/settings.py b/aymurai/settings.py index e141afdc..f0ae8495 100644 --- a/aymurai/settings.py +++ b/aymurai/settings.py @@ -4,7 +4,7 @@ from typing import ClassVar from dotenv import load_dotenv -from pydantic import FilePath, field_validator +from pydantic import Field, FilePath, field_validator from pydantic_settings import BaseSettings, SettingsConfigDict import aymurai @@ -68,6 +68,31 @@ def assemble_cors_origins(cls, v) -> list[str]: # ASR Config ########################################################################## TRANSCRIBE_WS_URI: str | None = None + TRANSCRIBE_SSE_KEEPALIVE_SECONDS: int = 15 + # WebSocket ping interval/timeout sent by this client to keep the upstream + # ASR connection alive during long transcriptions. Set either to 0 to + # disable client-side pings entirely. + TRANSCRIBE_WS_PING_INTERVAL_SECONDS: int = 20 + TRANSCRIBE_WS_PING_TIMEOUT_SECONDS: int = 60 + # Small sleep between audio chunks in the WebSocket send loop. Yields + # control to the event loop so the recv task can drain incoming frames + # and keepalive pings stay responsive. + TRANSCRIBE_WS_CHUNK_SLEEP_SECONDS: float = 0.01 + + TRANSCRIBE_WS_CHUNK_SECONDS: float = Field( + 10.0, + gt=0.0, + description="Number of seconds of audio to send in each WebSocket chunk.", + ) + TRANSCRIBE_WS_SAMPLE_RATE: int = Field( + 16000, + gt=0, + description="Sample rate of the audio to be sent in each WebSocket chunk.", + ) + + @property + def TRANSCRIBE_WS_CHUNK_SAMPLES(self) -> int: + return int(self.TRANSCRIBE_WS_CHUNK_SECONDS * self.TRANSCRIBE_WS_SAMPLE_RATE) ########################################################################## # Disambiguation Config diff --git a/pyproject.toml b/pyproject.toml index 0ae08054..d93996f3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -112,7 +112,10 @@ dev = [ "dspy>=3.0.4", "playwright==1.56.0", ] -tests = ["pytest>=9.0.2"] +tests = [ + "pytest>=9.0.2", + "pytest-asyncio>=1.3.0", +] [tool.setuptools.packages.find] include = ["aymurai"] @@ -134,6 +137,7 @@ disable = "C0330, C0326" [tool.pytest.ini_options] # addopts = "-m 'not integration and not slow'" +asyncio_mode = "auto" markers = [ "integration: marks tests that exercise real external integrations", "slow: marks tests that are expected to take longer to run", diff --git a/test/api/endpoints/routers/asr/test_transcribe.py b/test/api/endpoints/routers/asr/test_transcribe.py index 2d0f4678..c1f27a12 100644 --- a/test/api/endpoints/routers/asr/test_transcribe.py +++ b/test/api/endpoints/routers/asr/test_transcribe.py @@ -1,13 +1,20 @@ +import json from datetime import timedelta from typing import Any, cast from unittest.mock import AsyncMock, patch +from uuid import UUID from sqlmodel import Session +from aymurai.api.endpoints.routers.asr.transcribe import ( + _format_error_event, + _format_sse_event, +) from aymurai.api.meta.asr.websocket import ( WLKMessageStatus, WLKMessageTranscriptionLine, ) +from aymurai.audio.asr_client import ASRStreamChunk from aymurai.database.meta.audio_transcription import AudioTranscription from aymurai.database.utils import data_to_uuid from aymurai.meta.api_interfaces import ASRDocument, ASRParagraph @@ -63,6 +70,58 @@ def test_should_transcribe_and_persist_document_when_service_returns_paragraphs( assert first_item["text"] == "Hola mundo" +def test_should_exclude_empty_text_paragraphs_from_transcribe_response( + asr_test_client, + make_wav_bytes, +): + client, _ = asr_test_client + audio_bytes = make_wav_bytes(freq_hz=110) + + fake_status = WLKMessageStatus( + status="active_transcription", + lines=[ + WLKMessageTranscriptionLine( + speaker=1, + text="Hola", + start=timedelta(seconds=0), + end=timedelta(seconds=1), + ), + WLKMessageTranscriptionLine( + speaker=1, + text=" ", + start=timedelta(seconds=1), + end=timedelta(seconds=2), + ), + WLKMessageTranscriptionLine( + speaker=2, + text="", + start=timedelta(seconds=2), + end=timedelta(seconds=3), + ), + ], + buffer_transcription="", + buffer_diarization="", + buffer_translation="", + remaining_time_transcription=0.0, + remaining_time_diarization=0.0, + speaker_ids={}, + ) + + with patch( + "aymurai.api.endpoints.routers.asr.transcribe.transcribe_audio_bytes", + new=AsyncMock(return_value=fake_status), + ): + response = client.post( + "/asr/transcribe?use_cache=false", + files={"file": ("sample.wav", audio_bytes, "audio/wav")}, + ) + + assert response.status_code == 200 + payload = ASRDocument.model_validate(response.json()) + assert len(payload.document) == 1 + assert payload.document[0].text == "Hola" + + # MARK: GET Validation def test_should_return_validation_document_when_document_exists_in_database( asr_test_client, @@ -150,3 +209,408 @@ def test_should_persist_validation_annotations_when_posting_validation_for_exist assert record is not None first_item = cast(dict[str, Any], record.validation[0]) assert first_item["text"] == "Linea validada" + + +# MARK: SSE Formatters +def test_should_format_transcription_event_with_document_json(): + doc_id = UUID("00000000-0000-5000-8000-000000000000") + paragraphs = [ + ASRParagraph( + speaker_no=0, + start=timedelta(seconds=0), + end=timedelta(seconds=1), + text="hola", + ) + ] + + frame = _format_sse_event("transcription", doc_id, paragraphs) + + assert frame.startswith("event: transcription\n") + assert frame.endswith("\n\n") + assert '"document_id"' in frame + assert '"hola"' in frame + + +def test_should_format_done_event_with_document_json(): + doc_id = UUID("00000000-0000-5000-8000-000000000000") + frame = _format_sse_event("done", doc_id, []) + + assert frame.startswith("event: done\n") + assert frame.endswith("\n\n") + + +def test_should_format_error_event_with_code_and_detail(): + frame = _format_error_event(detail="boom", code="UPSTREAM_SERVICE_ERROR") + + assert frame.startswith("event: error\n") + assert '"code": "UPSTREAM_SERVICE_ERROR"' in frame + assert '"detail": "boom"' in frame + + +# MARK: POST Transcribe Stream +def _parse_sse_events(body: str) -> list[tuple[str, str]]: + """Parse SSE wire format into (event_name, data) tuples. Ignores comments.""" + events: list[tuple[str, str]] = [] + for chunk in body.split("\n\n"): + chunk = chunk.strip() + if not chunk or chunk.startswith(":"): + continue + event_name = "message" + data_lines: list[str] = [] + for line in chunk.split("\n"): + if line.startswith("event:"): + event_name = line[len("event:") :].strip() + elif line.startswith("data:"): + data_lines.append(line[len("data:") :].strip()) + events.append((event_name, "\n".join(data_lines))) + return events + + +def test_should_stream_transcription_events_and_persist_final_result( + asr_test_client, + make_wav_bytes, +): + client, engine = asr_test_client + audio_bytes = make_wav_bytes() + document_id = data_to_uuid(audio_bytes) + + paragraph_snapshots = [ + [ + ASRParagraph( + speaker_no=0, + start=timedelta(seconds=0), + end=timedelta(seconds=1), + text="hola", + ) + ], + [ + ASRParagraph( + speaker_no=0, + start=timedelta(seconds=0), + end=timedelta(seconds=2), + text="hola mundo", + ) + ], + ] + + async def fake_generator(_payload): + for snapshot in paragraph_snapshots: + yield ASRStreamChunk( + paragraphs=snapshot, + current_time=snapshot[-1].end.total_seconds(), + total_time=2.0, + ) + + with patch( + "aymurai.api.endpoints.routers.asr.transcribe.transcribe_audio_bytes_stream", + new=fake_generator, + ): + response = client.post( + "/asr/transcribe/stream?use_cache=false", + files={"file": ("sample.wav", audio_bytes, "audio/wav")}, + ) + + assert response.status_code == 200 + assert response.headers["content-type"].startswith("text/event-stream") + + events = _parse_sse_events(response.text) + names = [name for name, _ in events] + assert names.count("transcription") == 2 + assert names[-1] == "done" + + done_payload = ASRDocument.model_validate_json(events[-1][1]) + assert str(done_payload.document_id) == str(document_id) + assert done_payload.document[0].text == "hola mundo" + + # Final result persisted + with Session(engine) as session: + record = session.get(AudioTranscription, document_id) + assert record is not None + first_item = cast(dict[str, Any], record.transcription[0]) + assert first_item["text"] == "hola mundo" + + +def test_should_emit_only_done_event_when_stream_cache_hit( + asr_test_client, + make_wav_bytes, +): + client, engine = asr_test_client + audio_bytes = make_wav_bytes(freq_hz=440) + document_id = data_to_uuid(audio_bytes) + + # Seed DB + with Session(engine) as session: + session.add( + AudioTranscription( + id=document_id, + name="cached.wav", + transcription=cast( + Any, + [ + ASRParagraph( + speaker_no=0, + start=timedelta(seconds=0), + end=timedelta(seconds=1), + text="cached text", + ).model_dump(mode="json") + ], + ), + ) + ) + session.commit() + + # Fail loud if the stream generator is called + def _boom(_payload): + raise AssertionError("should not call stream on cache hit") + + with patch( + "aymurai.api.endpoints.routers.asr.transcribe.transcribe_audio_bytes_stream", + side_effect=_boom, + ): + response = client.post( + "/asr/transcribe/stream", + files={"file": ("cached.wav", audio_bytes, "audio/wav")}, + ) + + assert response.status_code == 200 + events = _parse_sse_events(response.text) + names = [name for name, _ in events] + assert names == ["done"] + + payload = ASRDocument.model_validate_json(events[0][1]) + assert payload.document[0].text == "cached text" + + +def test_should_mark_transcribe_endpoint_as_deprecated_in_openapi( + asr_test_client, +): + client, _ = asr_test_client + response = client.get("/openapi.json") + assert response.status_code == 200 + schema = response.json() + + transcribe_op = schema["paths"]["/asr/transcribe"]["post"] + assert transcribe_op.get("deprecated") is True + + stream_op = schema["paths"]["/asr/transcribe/stream"]["post"] + assert stream_op.get("deprecated") is not True + + +def test_should_emit_error_event_when_upstream_fails_mid_stream( + asr_test_client, + make_wav_bytes, +): + client, engine = asr_test_client + audio_bytes = make_wav_bytes(freq_hz=550) + document_id = data_to_uuid(audio_bytes) + + async def failing_generator(_payload): + yield ASRStreamChunk( + paragraphs=[ + ASRParagraph( + speaker_no=0, + start=timedelta(seconds=0), + end=timedelta(seconds=1), + text="partial", + ) + ], + current_time=1.0, + total_time=2.0, + ) + raise RuntimeError("Transcription service websocket error") + + with patch( + "aymurai.api.endpoints.routers.asr.transcribe.transcribe_audio_bytes_stream", + new=failing_generator, + ): + response = client.post( + "/asr/transcribe/stream?use_cache=false", + files={"file": ("err.wav", audio_bytes, "audio/wav")}, + ) + + assert response.status_code == 200 + events = _parse_sse_events(response.text) + names = [name for name, _ in events] + assert "error" in names + assert names[-1] == "error" + + error_payload = json.loads(events[-1][1]) + assert error_payload["code"] == "UPSTREAM_SERVICE_ERROR" + + # No DB record should be written + with Session(engine) as session: + record = session.get(AudioTranscription, document_id) + assert record is None + + +def test_should_emit_internal_error_event_when_generator_raises_unexpected_exception( + asr_test_client, + make_wav_bytes, +): + client, _ = asr_test_client + audio_bytes = make_wav_bytes(freq_hz=660) + + async def broken_generator(_payload): + yield ASRStreamChunk( + paragraphs=[ + ASRParagraph( + speaker_no=0, + start=timedelta(seconds=0), + end=timedelta(seconds=1), + text="partial", + ) + ], + current_time=1.0, + total_time=2.0, + ) + raise ValueError("something unexpected") + + with patch( + "aymurai.api.endpoints.routers.asr.transcribe.transcribe_audio_bytes_stream", + new=broken_generator, + ): + response = client.post( + "/asr/transcribe/stream?use_cache=false", + files={"file": ("broken.wav", audio_bytes, "audio/wav")}, + ) + + assert response.status_code == 200 + events = _parse_sse_events(response.text) + names = [name for name, _ in events] + assert "error" in names + assert names[-1] == "error" + + error_payload = json.loads(events[-1][1]) + assert error_payload["code"] == "INTERNAL_ERROR" + + +def test_should_include_progress_fields_in_done_event( + asr_test_client, + make_wav_bytes, +): + client, _ = asr_test_client + audio_bytes = make_wav_bytes(freq_hz=770) + + async def fake_generator(_payload): + yield ASRStreamChunk( + paragraphs=[ + ASRParagraph( + speaker_no=0, + start=timedelta(seconds=0), + end=timedelta(seconds=5), + text="hello", + ) + ], + current_time=5.0, + total_time=10.0, + ) + + with patch( + "aymurai.api.endpoints.routers.asr.transcribe.transcribe_audio_bytes_stream", + new=fake_generator, + ): + response = client.post( + "/asr/transcribe/stream?use_cache=false", + files={"file": ("progress.wav", audio_bytes, "audio/wav")}, + ) + + assert response.status_code == 200 + events = _parse_sse_events(response.text) + done_payload = ASRDocument.model_validate_json(events[-1][1]) + assert done_payload.current_time == 5.0 + assert done_payload.total_time == 10.0 + + +def test_should_emit_keepalive_comments_during_long_transcription( + asr_test_client, + make_wav_bytes, +): + client, _ = asr_test_client + audio_bytes = make_wav_bytes(freq_hz=880) + + async def slow_generator(_payload): + import asyncio + + yield ASRStreamChunk( + paragraphs=[ + ASRParagraph( + speaker_no=0, + start=timedelta(seconds=0), + end=timedelta(seconds=1), + text="first", + ) + ], + current_time=1.0, + total_time=2.0, + ) + await asyncio.sleep(0.3) + yield ASRStreamChunk( + paragraphs=[ + ASRParagraph( + speaker_no=0, + start=timedelta(seconds=0), + end=timedelta(seconds=2), + text="first second", + ) + ], + current_time=2.0, + total_time=2.0, + ) + + with ( + patch( + "aymurai.api.endpoints.routers.asr.transcribe.transcribe_audio_bytes_stream", + new=slow_generator, + ), + patch( + "aymurai.api.endpoints.routers.asr.transcribe.settings.TRANSCRIBE_SSE_KEEPALIVE_SECONDS", + 0, + ), + ): + response = client.post( + "/asr/transcribe/stream?use_cache=false", + files={"file": ("keepalive.wav", audio_bytes, "audio/wav")}, + ) + + assert response.status_code == 200 + assert ": keepalive" in response.text or "event: done" in response.text + + +def test_should_return_upstream_error_when_transcribe_audio_bytes_raises_websocket_runtime_error( + asr_test_client, + make_wav_bytes, +): + client, _ = asr_test_client + audio_bytes = make_wav_bytes(freq_hz=990) + + with patch( + "aymurai.api.endpoints.routers.asr.transcribe.transcribe_audio_bytes", + new=AsyncMock( + side_effect=RuntimeError("Transcription service websocket error") + ), + ): + response = client.post( + "/asr/transcribe?use_cache=false", + files={"file": ("ws_err.wav", audio_bytes, "audio/wav")}, + ) + + assert response.status_code == 502 + + +def test_should_return_api_error_when_transcribe_audio_bytes_returns_none( + asr_test_client, + make_wav_bytes, +): + client, _ = asr_test_client + audio_bytes = make_wav_bytes(freq_hz=1100) + + with patch( + "aymurai.api.endpoints.routers.asr.transcribe.transcribe_audio_bytes", + new=AsyncMock(return_value=None), + ): + response = client.post( + "/asr/transcribe?use_cache=false", + files={"file": ("no_result.wav", audio_bytes, "audio/wav")}, + ) + + assert response.status_code == 500 diff --git a/test/audio/__init__.py b/test/audio/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/test/audio/test_asr_client_stream.py b/test/audio/test_asr_client_stream.py new file mode 100644 index 00000000..ba9b119b --- /dev/null +++ b/test/audio/test_asr_client_stream.py @@ -0,0 +1,189 @@ +import asyncio +import json +from datetime import timedelta +from unittest.mock import AsyncMock, patch + +import numpy as np +import pytest + +from aymurai.api.meta.asr.websocket import WLKMessageTranscriptionLine +from aymurai.audio.asr_client import ( + _DecodedAudio, + lines_to_paragraphs, + transcribe_audio_bytes_stream, +) + + +class FakeWS: + """Minimal async context manager mimicking websockets.connect.""" + + def __init__(self, incoming_messages: list[str]): + self._incoming = list(incoming_messages) + self.sent: list[bytes] = [] + self.closed = False + + async def __aenter__(self): + return self + + async def __aexit__(self, exc_type, exc, tb): + self.closed = True + return False + + async def send(self, data): + self.sent.append(data) + + async def recv(self): + await asyncio.sleep(0) # yield to event loop so other tasks can run + if not self._incoming: + # Signal normal closure + import websockets.exceptions + + raise websockets.exceptions.ConnectionClosedOK(None, None) + return self._incoming.pop(0) + + +def _active_msg(speaker: int, text: str, start: float, end: float) -> str: + return json.dumps( + { + "status": "active_transcription", + "lines": [ + { + "speaker": speaker, + "text": text, + "start": start, + "end": end, + } + ], + "buffer_transcription": "", + "buffer_diarization": "", + "buffer_translation": "", + "remaining_time_transcription": 0.0, + "remaining_time_diarization": 0.0, + "speaker_ids": {}, + } + ) + + +def _ready_to_stop_msg() -> str: + return json.dumps({"type": "ready_to_stop"}) + + +def test_should_map_ws_lines_to_paragraphs_when_given_transcription_lines(): + lines = [ + WLKMessageTranscriptionLine( + speaker=0, + text="hola", + start=timedelta(seconds=0), + end=timedelta(seconds=1), + ), + WLKMessageTranscriptionLine( + speaker=3, + text="mundo", + start=timedelta(seconds=1), + end=timedelta(seconds=2), + ), + ] + + result = lines_to_paragraphs(lines) + + assert len(result) == 2 + assert result[0].speaker_no == 0 + assert result[0].text == "hola" + assert result[0].start == timedelta(seconds=0) + assert result[0].end == timedelta(seconds=1) + assert result[1].speaker_no == 3 + assert result[1].text == "mundo" + assert result[1].start == timedelta(seconds=1) + assert result[1].end == timedelta(seconds=2) + + +def test_should_return_empty_list_when_given_empty_lines(): + result = lines_to_paragraphs([]) + assert result == [] + + +@pytest.mark.asyncio +async def test_should_yield_paragraphs_per_status_when_streaming(): + fake_ws = FakeWS( + incoming_messages=[ + _active_msg(0, "hola", 0.0, 1.0), + _active_msg(0, "hola mundo", 0.0, 2.0), + _ready_to_stop_msg(), + ] + ) + + # Patch websockets.connect to return our fake ws + with ( + patch("aymurai.audio.asr_client.websockets.connect", return_value=fake_ws), + patch( + "aymurai.audio.asr_client._stream_audio_bytes", + new=AsyncMock(return_value=0), + ), + patch( + "aymurai.audio.asr_client._decode_audio", + return_value=_DecodedAudio(array=np.zeros(0), duration_s=2.0), + ), + patch( + "aymurai.audio.asr_client.settings.TRANSCRIBE_WS_URI", + "ws://fake/ws", + ), + ): + snapshots = [] + async for chunk in transcribe_audio_bytes_stream(b"fake-audio"): + snapshots.append(chunk) + + assert len(snapshots) == 2 + assert snapshots[0].paragraphs[0].text == "hola" + assert snapshots[1].paragraphs[0].text == "hola mundo" + # total_time comes from the mocked duration probe + assert snapshots[0].total_time == 2.0 + assert snapshots[1].total_time == 2.0 + # current_time reflects the last line's end timestamp in seconds + assert snapshots[0].current_time == 1.0 + assert snapshots[1].current_time == 2.0 + + +@pytest.mark.asyncio +async def test_should_raise_runtime_error_when_ws_uri_not_configured(): + with patch("aymurai.audio.asr_client.settings.TRANSCRIBE_WS_URI", None): + gen = transcribe_audio_bytes_stream(b"data") + with pytest.raises(RuntimeError, match="TRANSCRIBE_WS_URI is not configured"): + await gen.__anext__() + + +@pytest.mark.asyncio +async def test_should_cleanup_streaming_task_when_caller_cancels(): + fake_ws = FakeWS( + incoming_messages=[ + _active_msg(0, "hola", 0.0, 1.0), + ] + # never-ending: no ready_to_stop, recv will block forever after + ) + + stream_calls = [] + + async def slow_stream(_payload, _ws): + stream_calls.append("started") + try: + await asyncio.sleep(10) + except asyncio.CancelledError: + stream_calls.append("cancelled") + raise + return 0 + + with ( + patch("aymurai.audio.asr_client.websockets.connect", return_value=fake_ws), + patch("aymurai.audio.asr_client._stream_audio_bytes", new=slow_stream), + patch( + "aymurai.audio.asr_client._decode_audio", + return_value=_DecodedAudio(array=np.zeros(0), duration_s=1.0), + ), + patch("aymurai.audio.asr_client.settings.TRANSCRIBE_WS_URI", "ws://fake/ws"), + ): + gen = transcribe_audio_bytes_stream(b"data") + first = await gen.__anext__() + assert first.paragraphs[0].text == "hola" + await gen.aclose() + + assert "started" in stream_calls + assert "cancelled" in stream_calls diff --git a/uv.lock b/uv.lock index 9399e651..62659dd9 100644 --- a/uv.lock +++ b/uv.lock @@ -1,18 +1,19 @@ version = 1 +revision = 3 requires-python = "==3.10.*" resolution-markers = [ - "platform_system == 'Darwin'", - "platform_machine == 'aarch64' and platform_system == 'Linux'", - "(platform_machine != 'aarch64' and platform_system == 'Linux') or 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