vllm-project--vllm-omni
572 行
25 KiB
Python
572 行
25 KiB
Python
import asyncio
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import base64
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from types import SimpleNamespace
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import pytest
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from fastapi import FastAPI, WebSocket
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from pytest_mock import MockerFixture
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from starlette.testclient import TestClient
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from starlette.websockets import WebSocketDisconnect
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from vllm_omni.entrypoints.openai import serving_speech_stream as streaming_speech_module
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from vllm_omni.entrypoints.openai.serving_speech import OmniOpenAIServingSpeech
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from vllm_omni.entrypoints.openai.serving_speech_stream import OmniStreamingSpeechHandler
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from vllm_omni.utils.forced_aligner import WordTimestamp
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pytestmark = [pytest.mark.core_model, pytest.mark.cpu]
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def _build_test_app(
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speech_service=None,
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*,
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idle_timeout=30.0,
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config_timeout=10.0,
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mocker: MockerFixture | None = None,
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):
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if speech_service is None:
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assert mocker is not None
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speech_service = mocker.MagicMock(spec=OmniOpenAIServingSpeech)
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speech_service._generate_audio_bytes = mocker.AsyncMock(return_value=(b"RIFF" + b"\x00" * 32, "audio/wav"))
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speech_service._prepare_speech_generation = mocker.AsyncMock(return_value=("req-1", object(), {}))
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speech_service.forced_aligner_config = None
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async def mock_generate_pcm_chunks(_generator, _request_id, *, include_sample_rate=False):
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for chunk in (b"\x01\x02", b"\x03\x04\x05"):
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yield (chunk, 24000) if include_sample_rate else chunk
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speech_service._generate_pcm_chunks = mock_generate_pcm_chunks
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speech_service.engine_client = mocker.MagicMock()
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speech_service.engine_client.abort = mocker.AsyncMock()
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handler = OmniStreamingSpeechHandler(
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speech_service=speech_service,
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idle_timeout=idle_timeout,
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config_timeout=config_timeout,
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)
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app = FastAPI()
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@app.websocket("/v1/audio/speech/stream")
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async def ws_endpoint(websocket: WebSocket):
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await handler.handle_session(websocket)
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return app, speech_service
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class TestStreamingSpeechWebSocket:
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def test_non_streaming_single_frame(self, mocker: MockerFixture):
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app, speech_service = _build_test_app(mocker=mocker)
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with TestClient(app) as client:
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with client.websocket_connect("/v1/audio/speech/stream") as ws:
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ws.send_json({"type": "session.config", "voice": "Vivian"})
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ws.send_json({"type": "input.text", "text": "Hello world. "})
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ws.send_json({"type": "input.done"})
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start = ws.receive_json()
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assert start["type"] == "audio.start"
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assert start["sentence_index"] == 0
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assert start["sentence_text"] == "Hello world."
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assert start["format"] == "wav"
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audio = ws.receive_bytes()
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assert audio.startswith(b"RIFF")
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done = ws.receive_json()
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assert done == {"type": "audio.done", "sentence_index": 0, "total_bytes": len(audio), "error": False}
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session_done = ws.receive_json()
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assert session_done == {"type": "session.done", "total_sentences": 1}
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assert speech_service._generate_audio_bytes.await_count == 1
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def test_streaming_multiple_binary_frames(self, mocker: MockerFixture):
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captured_requests = []
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speech_service = mocker.MagicMock(spec=OmniOpenAIServingSpeech)
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speech_service._generate_audio_bytes = mocker.AsyncMock(return_value=(b"", "audio/wav"))
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speech_service.engine_client = mocker.MagicMock()
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speech_service.engine_client.abort = mocker.AsyncMock()
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speech_service.forced_aligner_config = None
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async def mock_prepare_speech_generation(request):
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captured_requests.append(request)
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return "req-stream", object(), {}
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speech_service._prepare_speech_generation = mock_prepare_speech_generation
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async def mock_generate_pcm_chunks(_generator, _request_id, *, include_sample_rate=False):
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for chunk in (b"\x01\x02", b"\x03\x04\x05", b"\x06"):
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yield (chunk, 24000) if include_sample_rate else chunk
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speech_service._generate_pcm_chunks = mock_generate_pcm_chunks
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app, _ = _build_test_app(speech_service)
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with TestClient(app) as client:
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with client.websocket_connect("/v1/audio/speech/stream") as ws:
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ws.send_json(
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{
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"type": "session.config",
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"voice": "Vivian",
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"stream_audio": True,
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"response_format": "pcm",
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"initial_codec_chunk_frames": 12,
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}
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)
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ws.send_json({"type": "input.text", "text": "Hello world. "})
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ws.send_json({"type": "input.done"})
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start = ws.receive_json()
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assert start["type"] == "audio.start"
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assert start["format"] == "pcm"
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assert start["sample_rate"] == 24000
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assert ws.receive_bytes() == b"\x01\x02"
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assert ws.receive_bytes() == b"\x03\x04\x05"
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assert ws.receive_bytes() == b"\x06"
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done = ws.receive_json()
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assert done == {"type": "audio.done", "sentence_index": 0, "total_bytes": 6, "error": False}
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assert ws.receive_json() == {"type": "session.done", "total_sentences": 1}
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assert len(captured_requests) == 1
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assert captured_requests[0].stream is True
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assert captured_requests[0].response_format == "pcm"
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assert captured_requests[0].initial_codec_chunk_frames == 12
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assert speech_service._generate_audio_bytes.await_count == 0
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def test_word_timestamps_requires_configured_aligner(self, mocker: MockerFixture):
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app, _ = _build_test_app(mocker=mocker)
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with TestClient(app) as client:
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with client.websocket_connect("/v1/audio/speech/stream") as ws:
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ws.send_json(
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{
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"type": "session.config",
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"voice": "Vivian",
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"stream_audio": True,
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"response_format": "pcm",
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"word_timestamps": True,
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}
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)
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ws.send_json({"type": "input.text", "text": "Hello world. "})
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ws.send_json({"type": "input.done"})
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error = ws.receive_json()
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assert error["type"] == "error"
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assert "without --forced-aligner" in error["message"]
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def test_word_timestamps_emit_sidecar_json_frame(self, mocker: MockerFixture):
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captured_requests = []
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speech_service = mocker.MagicMock(spec=OmniOpenAIServingSpeech)
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speech_service._generate_audio_bytes = mocker.AsyncMock(return_value=(b"", "audio/wav"))
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speech_service.engine_client = mocker.MagicMock()
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speech_service.engine_client.abort = mocker.AsyncMock()
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speech_service.forced_aligner_config = SimpleNamespace(model="aligner")
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async def mock_prepare_speech_generation(request):
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captured_requests.append(request)
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return "req-stream", object(), {}
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speech_service._prepare_speech_generation = mock_prepare_speech_generation
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first_chunk = b"\x01" * 1000
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second_chunk = b"\x02" * 1000
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async def mock_generate_pcm_chunks(_generator, _request_id, *, include_sample_rate=False):
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for chunk in (first_chunk, second_chunk):
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yield (chunk, 1000) if include_sample_rate else chunk
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speech_service._generate_pcm_chunks = mock_generate_pcm_chunks
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# Sentence-level: aligner runs once over the whole sentence audio.
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mock_align = mocker.AsyncMock(
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return_value=[
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WordTimestamp("Hello", 0, 200),
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WordTimestamp("world", 200, 900),
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]
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)
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mocker.patch.object(streaming_speech_module, "forced_align", mock_align)
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app, _ = _build_test_app(speech_service)
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with TestClient(app) as client:
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with client.websocket_connect("/v1/audio/speech/stream") as ws:
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ws.send_json(
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{
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"type": "session.config",
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"voice": "Vivian",
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"stream_audio": True,
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"response_format": "pcm",
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"word_timestamps": True,
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}
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)
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ws.send_json({"type": "input.text", "text": "Hello world. "})
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ws.send_json({"type": "input.done"})
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start = ws.receive_json()
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assert start["type"] == "audio.start"
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assert start["word_timestamps"] is True
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# Audio streams first; timestamps are null until the sentence
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# is fully aligned.
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chunk = ws.receive_json()
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assert chunk["type"] == "audio.chunk"
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assert chunk["chunk_id"] == 0
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assert chunk["chunk_start_ms"] == 0
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assert chunk["chunk_end_ms"] == 500
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assert chunk["sample_rate"] == 1000
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assert base64.b64decode(chunk["audio_b64"]) == first_chunk
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assert chunk["timestamps"] is None
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chunk = ws.receive_json()
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assert chunk["type"] == "audio.chunk"
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assert chunk["chunk_id"] == 1
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assert chunk["chunk_start_ms"] == 500
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assert chunk["chunk_end_ms"] == 1000
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assert chunk["sample_rate"] == 1000
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assert base64.b64decode(chunk["audio_b64"]) == second_chunk
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assert chunk["timestamps"] is None
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# Final frame: empty audio carrying the whole-sentence timestamps.
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chunk = ws.receive_json()
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assert chunk["type"] == "audio.chunk"
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assert chunk["chunk_id"] == 2
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assert chunk["chunk_start_ms"] == 0
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assert chunk["chunk_end_ms"] == 1000
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assert chunk["sample_rate"] == 1000
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assert base64.b64decode(chunk["audio_b64"]) == b""
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assert chunk["timestamps"] == [
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{"word": "Hello", "start_ms": 0, "end_ms": 200},
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{"word": "world", "start_ms": 200, "end_ms": 900},
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]
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done = ws.receive_json()
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assert done == {"type": "audio.done", "sentence_index": 0, "total_bytes": 2000, "error": False}
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assert captured_requests[0].word_timestamps is True
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assert mock_align.await_count == 1
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def test_word_timestamps_emit_word_dicts(self, mocker: MockerFixture):
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# The streaming layer forwards the aligner's (already monotonic,
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# non-overlapping) words as JSON dicts in the trailing frame.
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speech_service = mocker.MagicMock(spec=OmniOpenAIServingSpeech)
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speech_service._generate_audio_bytes = mocker.AsyncMock(return_value=(b"", "audio/wav"))
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speech_service.engine_client = mocker.MagicMock()
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speech_service.engine_client.abort = mocker.AsyncMock()
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speech_service.forced_aligner_config = SimpleNamespace(model="aligner")
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speech_service._prepare_speech_generation = mocker.AsyncMock(return_value=("req", object(), {}))
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async def mock_generate_pcm_chunks(_generator, _request_id, *, include_sample_rate=False):
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chunk = b"\x01" * 1000
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yield (chunk, 1000) if include_sample_rate else chunk
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speech_service._generate_pcm_chunks = mock_generate_pcm_chunks
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mock_align = mocker.AsyncMock(
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return_value=[
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WordTimestamp("Hello", 0, 1000),
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WordTimestamp("world", 1000, 1200),
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]
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)
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mocker.patch.object(streaming_speech_module, "forced_align", mock_align)
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app, _ = _build_test_app(speech_service)
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with TestClient(app) as client:
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with client.websocket_connect("/v1/audio/speech/stream") as ws:
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ws.send_json(
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{
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"type": "session.config",
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"voice": "Vivian",
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"stream_audio": True,
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"response_format": "pcm",
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"word_timestamps": True,
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}
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)
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ws.send_json({"type": "input.text", "text": "Hello world. "})
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ws.send_json({"type": "input.done"})
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assert ws.receive_json()["type"] == "audio.start"
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# Real-time audio chunk (timestamps null), then the timestamp frame.
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assert ws.receive_json()["timestamps"] is None
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final = ws.receive_json()
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assert final["type"] == "audio.chunk"
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timestamps = final["timestamps"]
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assert timestamps == [
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{"word": "Hello", "start_ms": 0, "end_ms": 1000},
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{"word": "world", "start_ms": 1000, "end_ms": 1200},
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]
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for ts in timestamps:
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assert ts["end_ms"] >= ts["start_ms"]
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def test_flush_on_input_done(self, mocker: MockerFixture):
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app, _ = _build_test_app(mocker=mocker)
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with TestClient(app) as client:
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with client.websocket_connect("/v1/audio/speech/stream") as ws:
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ws.send_json({"type": "session.config", "voice": "Vivian"})
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ws.send_json({"type": "input.text", "text": "Hello world without punctuation"})
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ws.send_json({"type": "input.done"})
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assert ws.receive_json()["type"] == "audio.start"
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assert ws.receive_bytes()
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assert ws.receive_json() == {
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"type": "audio.done",
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"sentence_index": 0,
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"total_bytes": 36,
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"error": False,
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}
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assert ws.receive_json() == {"type": "session.done", "total_sentences": 1}
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def test_invalid_streaming_config(self, mocker: MockerFixture):
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app, _ = _build_test_app(mocker=mocker)
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with TestClient(app) as client:
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with client.websocket_connect("/v1/audio/speech/stream") as ws:
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ws.send_json(
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{
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"type": "session.config",
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"voice": "Vivian",
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"stream_audio": True,
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"response_format": "wav",
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}
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)
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error = ws.receive_json()
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assert error["type"] == "error"
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assert "response_format='pcm'" in error["message"]
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def test_empty_input_text_emits_no_audio(self, mocker: MockerFixture):
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app, speech_service = _build_test_app(mocker=mocker)
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with TestClient(app) as client:
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with client.websocket_connect("/v1/audio/speech/stream") as ws:
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ws.send_json({"type": "session.config", "voice": "Vivian"})
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ws.send_json({"type": "input.text", "text": ""})
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ws.send_json({"type": "input.done"})
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assert ws.receive_json() == {"type": "session.done", "total_sentences": 0}
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assert speech_service._generate_audio_bytes.await_count == 0
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def test_multiple_sentences_are_buffered_into_one_request(self, mocker: MockerFixture):
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app, _ = _build_test_app(mocker=mocker)
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with TestClient(app) as client:
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with client.websocket_connect("/v1/audio/speech/stream") as ws:
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ws.send_json({"type": "session.config", "voice": "Vivian"})
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ws.send_json({"type": "input.text", "text": "First sentence. "})
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ws.send_json({"type": "input.text", "text": "Second sentence. "})
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ws.send_json({"type": "input.done"})
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start = ws.receive_json()
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assert start["sentence_index"] == 0
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assert start["sentence_text"] == "First sentence. Second sentence."
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ws.receive_bytes()
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assert ws.receive_json() == {
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"type": "audio.done",
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"sentence_index": 0,
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"total_bytes": 36,
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"error": False,
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}
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assert ws.receive_json() == {"type": "session.done", "total_sentences": 1}
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def test_unknown_message_type_keeps_session_open(self, mocker: MockerFixture):
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app, _ = _build_test_app(mocker=mocker)
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with TestClient(app) as client:
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with client.websocket_connect("/v1/audio/speech/stream") as ws:
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ws.send_json({"type": "session.config", "voice": "Vivian"})
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ws.send_json({"type": "unknown"})
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error = ws.receive_json()
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assert error == {"type": "error", "message": "Unknown message type: unknown"}
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ws.send_json({"type": "input.text", "text": "Hello world. "})
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ws.send_json({"type": "input.done"})
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assert ws.receive_json()["type"] == "audio.start"
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ws.receive_bytes()
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assert ws.receive_json() == {
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"type": "audio.done",
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"sentence_index": 0,
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"total_bytes": 36,
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"error": False,
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}
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assert ws.receive_json() == {"type": "session.done", "total_sentences": 1}
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def test_config_timeout_closes_session(self, mocker: MockerFixture):
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app, _ = _build_test_app(config_timeout=0.01, mocker=mocker)
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with TestClient(app) as client:
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with client.websocket_connect("/v1/audio/speech/stream") as ws:
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error = ws.receive_json()
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assert error == {"type": "error", "message": "Timeout waiting for session.config"}
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def test_generation_error_marks_audio_done(self, mocker: MockerFixture):
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speech_service = mocker.MagicMock(spec=OmniOpenAIServingSpeech)
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speech_service._generate_audio_bytes = mocker.AsyncMock(side_effect=RuntimeError("boom"))
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speech_service._prepare_speech_generation = mocker.AsyncMock(return_value=("req-err", object(), {}))
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speech_service._generate_pcm_chunks = mocker.AsyncMock()
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speech_service.engine_client = mocker.MagicMock()
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speech_service.engine_client.abort = mocker.AsyncMock()
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speech_service.forced_aligner_config = None
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app, _ = _build_test_app(speech_service)
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with TestClient(app) as client:
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with client.websocket_connect("/v1/audio/speech/stream") as ws:
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ws.send_json({"type": "session.config", "voice": "Vivian"})
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ws.send_json({"type": "input.text", "text": "Hello world. "})
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ws.send_json({"type": "input.done"})
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assert ws.receive_json()["type"] == "audio.start"
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assert ws.receive_json() == {"type": "error", "message": "Generation failed for sentence 0: boom"}
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assert ws.receive_json() == {"type": "audio.done", "sentence_index": 0, "total_bytes": 0, "error": True}
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assert ws.receive_json() == {"type": "session.done", "total_sentences": 1}
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def test_streaming_generation_error_marks_audio_done(self, mocker: MockerFixture):
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speech_service = mocker.MagicMock(spec=OmniOpenAIServingSpeech)
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speech_service._generate_audio_bytes = mocker.AsyncMock(return_value=(b"", "audio/wav"))
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speech_service._prepare_speech_generation = mocker.AsyncMock(return_value=("req-stream-err", object(), {}))
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speech_service.engine_client = mocker.MagicMock()
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speech_service.engine_client.abort = mocker.AsyncMock()
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speech_service.forced_aligner_config = None
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async def mock_generate_pcm_chunks(_generator, _request_id, *, include_sample_rate=False):
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yield b"\x01\x02"
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raise RuntimeError("stream boom")
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speech_service._generate_pcm_chunks = mock_generate_pcm_chunks
|
|
app, _ = _build_test_app(speech_service)
|
|
|
|
with TestClient(app) as client:
|
|
with client.websocket_connect("/v1/audio/speech/stream") as ws:
|
|
ws.send_json(
|
|
{
|
|
"type": "session.config",
|
|
"voice": "Vivian",
|
|
"stream_audio": True,
|
|
"response_format": "pcm",
|
|
}
|
|
)
|
|
ws.send_json({"type": "input.text", "text": "Hello world. "})
|
|
ws.send_json({"type": "input.done"})
|
|
|
|
assert ws.receive_json()["type"] == "audio.start"
|
|
assert ws.receive_bytes() == b"\x01\x02"
|
|
assert ws.receive_json() == {
|
|
"type": "error",
|
|
"message": "Generation failed for sentence 0: stream boom",
|
|
}
|
|
assert ws.receive_json() == {
|
|
"type": "audio.done",
|
|
"sentence_index": 0,
|
|
"total_bytes": 2,
|
|
"error": True,
|
|
}
|
|
|
|
assert ws.receive_json() == {"type": "session.done", "total_sentences": 1}
|
|
|
|
def test_invalid_input_text_type_returns_validation_error(self, mocker: MockerFixture):
|
|
app, speech_service = _build_test_app(mocker=mocker)
|
|
|
|
with TestClient(app) as client:
|
|
with client.websocket_connect("/v1/audio/speech/stream") as ws:
|
|
ws.send_json({"type": "session.config", "voice": "Vivian"})
|
|
ws.send_json({"type": "input.text", "text": 123})
|
|
|
|
assert ws.receive_json() == {
|
|
"type": "error",
|
|
"message": "input.text requires a string value",
|
|
}
|
|
|
|
ws.send_json({"type": "input.done"})
|
|
assert ws.receive_json() == {"type": "session.done", "total_sentences": 0}
|
|
|
|
assert speech_service._generate_audio_bytes.await_count == 0
|
|
|
|
def test_input_text_message_too_large(self, monkeypatch, mocker: MockerFixture):
|
|
monkeypatch.setattr(streaming_speech_module, "_MAX_INPUT_TEXT_MESSAGE_SIZE", 32)
|
|
app, speech_service = _build_test_app(mocker=mocker)
|
|
|
|
with TestClient(app) as client:
|
|
with client.websocket_connect("/v1/audio/speech/stream") as ws:
|
|
ws.send_json({"type": "session.config", "voice": "Vivian"})
|
|
ws.send_json({"type": "input.text", "text": "x" * 128})
|
|
|
|
assert ws.receive_json() == {
|
|
"type": "error",
|
|
"message": "input.text message too large",
|
|
}
|
|
|
|
ws.send_json({"type": "input.done"})
|
|
assert ws.receive_json() == {"type": "session.done", "total_sentences": 0}
|
|
|
|
assert speech_service._generate_audio_bytes.await_count == 0
|
|
|
|
def test_session_config_message_too_large(self, monkeypatch, mocker: MockerFixture):
|
|
monkeypatch.setattr(streaming_speech_module, "_MAX_CONFIG_MESSAGE_SIZE", 64)
|
|
app, _ = _build_test_app(mocker=mocker)
|
|
|
|
with TestClient(app) as client:
|
|
with client.websocket_connect("/v1/audio/speech/stream") as ws:
|
|
ws.send_json({"type": "session.config", "voice": "Vivian", "ref_audio": "x" * 512})
|
|
|
|
assert ws.receive_json() == {
|
|
"type": "error",
|
|
"message": "session.config message too large",
|
|
}
|
|
|
|
def test_disconnect_aborts_streaming_request(self, mocker: MockerFixture):
|
|
speech_service = mocker.MagicMock(spec=OmniOpenAIServingSpeech)
|
|
speech_service._generate_audio_bytes = mocker.AsyncMock(return_value=(b"", "audio/wav"))
|
|
speech_service._prepare_speech_generation = mocker.AsyncMock(return_value=("req-abort", object(), {}))
|
|
speech_service.engine_client = mocker.MagicMock()
|
|
speech_service.engine_client.abort = mocker.AsyncMock()
|
|
speech_service.forced_aligner_config = None
|
|
|
|
async def mock_generate_pcm_chunks(_generator, _request_id, *, include_sample_rate=False):
|
|
yield b"\x01\x02"
|
|
|
|
speech_service._generate_pcm_chunks = mock_generate_pcm_chunks
|
|
handler = OmniStreamingSpeechHandler(speech_service=speech_service)
|
|
|
|
websocket = mocker.MagicMock()
|
|
websocket.send_json = mocker.AsyncMock(side_effect=[None, WebSocketDisconnect()])
|
|
websocket.send_bytes = mocker.AsyncMock(side_effect=WebSocketDisconnect())
|
|
|
|
config = mocker.MagicMock()
|
|
config.model = None
|
|
config.voice = "Vivian"
|
|
config.task_type = None
|
|
config.language = None
|
|
config.instructions = None
|
|
config.response_format = "pcm"
|
|
config.speed = 1.0
|
|
config.max_new_tokens = None
|
|
config.initial_codec_chunk_frames = None
|
|
config.ref_audio = None
|
|
config.ref_text = None
|
|
config.x_vector_only_mode = None
|
|
config.speaker_embedding = None
|
|
config.stream_audio = True
|
|
config.word_timestamps = False
|
|
|
|
with pytest.raises(WebSocketDisconnect):
|
|
asyncio.run(handler._generate_and_send(websocket, config, "Hello world.", 0))
|
|
|
|
speech_service.engine_client.abort.assert_awaited_once_with("req-abort")
|
|
assert websocket.send_json.await_count == 2
|
|
|
|
|
|
class TestGeneratePcmChunksContract:
|
|
"""Guard: _generate_pcm_chunks must exist on OmniOpenAIServingSpeech.
|
|
|
|
The WebSocket handler calls speech_service._generate_pcm_chunks()
|
|
at runtime. If the method is removed, all WS TTS streaming breaks
|
|
with an AttributeError. This test catches that at CI time.
|
|
"""
|
|
|
|
def test_generate_pcm_chunks_defined(self):
|
|
assert hasattr(OmniOpenAIServingSpeech, "_generate_pcm_chunks")
|
|
assert asyncio.iscoroutinefunction(OmniOpenAIServingSpeech._generate_pcm_chunks) or callable(
|
|
OmniOpenAIServingSpeech._generate_pcm_chunks
|
|
)
|