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xiaoxia-saas/tests/unit/test_tts_streaming_service.py
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style: auto-format with black + isort + prettier
2026-07-26 16:28:12 +00:00

442 lines
18 KiB
Python
Executable File

"""TTSStreamingService 纯逻辑单测 — 分段策略 + 分块推送 + 错误处理.
mock 掉 WebSocket 和 CosyVoiceService,验证核心逻辑:
- 文本长度路由(短文本/长文本)
- 空文本/超长文本校验
- 音频分块推送算法
- 错误处理路径
"""
from __future__ import annotations
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from packages.application.cosyvoice_service import CosyVoiceError
from packages.application.tts_job.streaming_service import (
_AUDIO_CHUNK_SIZE,
TTSStreamingError,
TTSStreamingService,
)
# ── Fixtures ──────────────────────────────────────────────────────────────
@pytest.fixture
def mock_cosyvoice():
"""mock CosyVoiceService."""
svc = MagicMock()
svc.submit_synthesize_task.return_value = {
"audio_url": "https://example.com/audio.mp3",
"duration": 3.5,
}
return svc
@pytest.fixture
def streaming_service(mock_cosyvoice):
"""TTSStreamingService 实例."""
return TTSStreamingService(mock_cosyvoice)
@pytest.fixture
def mock_ws():
"""mock WebSocket."""
ws = AsyncMock()
ws.send_bytes = AsyncMock()
ws.send_json = AsyncMock()
return ws
class FakeAudioBytes:
"""生成指定大小的假音频数据."""
@staticmethod
def make(size: int) -> bytes:
return b"\x00" * size
# ── 合成路由测试 ──────────────────────────────────────────────────────────
class TestSynthesizeRouting:
"""synthesize_and_stream 路由逻辑测试."""
@pytest.mark.asyncio
async def test_empty_text_returns_error(self, streaming_service, mock_ws):
"""空文本返回错误,不调用合成."""
await streaming_service.synthesize_and_stream(mock_ws, {"text": ""})
# 应发送 error 消息
mock_ws.send_json.assert_called()
last_call = mock_ws.send_json.call_args
assert last_call[0][0]["type"] == "error"
assert "不能为空" in last_call[0][0]["message"]
# 不应调用合成
streaming_service._cosyvoice.submit_synthesize_task.assert_not_called()
@pytest.mark.asyncio
async def test_missing_text_key_returns_error(self, streaming_service, mock_ws):
"""缺少 text 字段返回错误."""
await streaming_service.synthesize_and_stream(mock_ws, {})
mock_ws.send_json.assert_called()
last_call = mock_ws.send_json.call_args
assert last_call[0][0]["type"] == "error"
streaming_service._cosyvoice.submit_synthesize_task.assert_not_called()
@pytest.mark.asyncio
async def test_too_long_text_returns_error(self, streaming_service, mock_ws):
"""超长文本返回错误."""
long_text = "你" * 10001
await streaming_service.synthesize_and_stream(mock_ws, {"text": long_text})
mock_ws.send_json.assert_called()
last_call = mock_ws.send_json.call_args
assert last_call[0][0]["type"] == "error"
assert "最大" in last_call[0][0]["message"]
streaming_service._cosyvoice.submit_synthesize_task.assert_not_called()
@pytest.mark.asyncio
async def test_short_text_uses_short_path(self, streaming_service, mock_ws):
"""短文本走 _stream_short_text 路径."""
with patch.object(streaming_service, "_stream_short_text", new_callable=AsyncMock) as mock_short:
await streaming_service.synthesize_and_stream(mock_ws, {"text": "hello"})
mock_short.assert_called_once()
@pytest.mark.asyncio
async def test_long_text_uses_long_path(self, streaming_service, mock_ws):
"""长文本走 _stream_long_text 路径."""
long_text = "你" * 501
with patch.object(streaming_service, "_stream_long_text", new_callable=AsyncMock) as mock_long:
await streaming_service.synthesize_and_stream(mock_ws, {"text": long_text})
mock_long.assert_called_once()
@pytest.mark.asyncio
async def test_exactly_threshold_uses_short_path(self, streaming_service, mock_ws):
"""恰好等于阈值走短文本路径."""
text = "你" * 500
with (
patch.object(streaming_service, "_stream_short_text", new_callable=AsyncMock) as mock_short,
patch.object(streaming_service, "_stream_long_text", new_callable=AsyncMock) as mock_long,
):
await streaming_service.synthesize_and_stream(mock_ws, {"text": text})
mock_short.assert_called_once()
mock_long.assert_not_called()
# ── 短文本流测试 ──────────────────────────────────────────────────────────
class TestStreamShortText:
"""短文本流式合成测试."""
@pytest.mark.asyncio
async def test_happy_path_sends_started_then_done(self, streaming_service, mock_ws):
"""短文本正常流程:started → 音频块 → done."""
audio_data = FakeAudioBytes.make(5000)
with patch.object(streaming_service, "_download_audio", return_value=audio_data):
await streaming_service._stream_short_text(
mock_ws,
{"text": "hello", "voice_id": "v1", "format": "mp3", "speed": 1.0},
)
# 检查 started 消息
calls = mock_ws.send_json.call_args_list
assert calls[0][0][0]["type"] == "started"
assert calls[0][0][0]["segment_count"] == 1
# 检查 done 消息
last_msg = calls[-1][0][0]
assert last_msg["type"] == "done"
assert last_msg["file_size"] == 5000
assert last_msg["format"] == "mp3"
assert last_msg["duration"] == 3.5
@pytest.mark.asyncio
async def test_calls_cosyvoice_with_correct_params(self, streaming_service, mock_ws):
"""正确传递参数给 CosyVoice."""
audio_data = FakeAudioBytes.make(1000)
with patch.object(streaming_service, "_download_audio", return_value=audio_data):
await streaming_service._stream_short_text(
mock_ws,
{
"text": "test text",
"voice_id": "voice-123",
"sample_rate": 22050,
"format": "wav",
"speed": 1.5,
},
)
streaming_service._cosyvoice.submit_synthesize_task.assert_called_once_with(
text="test text",
voice_id="voice-123",
sample_rate=22050,
format="wav",
speed=1.5,
)
@pytest.mark.asyncio
async def test_cosyvoice_error_returns_error(self, streaming_service, mock_ws):
"""CosyVoice 错误返回 error 消息."""
streaming_service._cosyvoice.submit_synthesize_task.side_effect = CosyVoiceError("API quota exceeded")
await streaming_service._stream_short_text(mock_ws, {"text": "hello"})
# 最后一条应该是 error
last_msg = mock_ws.send_json.call_args_list[-1][0][0]
assert last_msg["type"] == "error"
assert "API quota exceeded" in last_msg["message"]
@pytest.mark.asyncio
async def test_generic_exception_returns_error(self, streaming_service, mock_ws):
"""普通异常返回 error 消息."""
streaming_service._cosyvoice.submit_synthesize_task.side_effect = RuntimeError("boom")
await streaming_service._stream_short_text(mock_ws, {"text": "hello"})
last_msg = mock_ws.send_json.call_args_list[-1][0][0]
assert last_msg["type"] == "error"
assert "合成失败" in last_msg["message"]
@pytest.mark.asyncio
async def test_no_audio_url_returns_error(self, streaming_service, mock_ws):
"""合成结果无 audio_url 返回错误."""
streaming_service._cosyvoice.submit_synthesize_task.return_value = {"duration": 3.0}
await streaming_service._stream_short_text(mock_ws, {"text": "hello"})
last_msg = mock_ws.send_json.call_args_list[-1][0][0]
assert last_msg["type"] == "error"
assert "音频 URL" in last_msg["message"]
@pytest.mark.asyncio
async def test_download_failure_returns_error(self, streaming_service, mock_ws):
"""音频下载失败返回 error."""
with patch.object(
streaming_service,
"_download_audio",
side_effect=Exception("download failed"),
):
await streaming_service._stream_short_text(mock_ws, {"text": "hello"})
last_msg = mock_ws.send_json.call_args_list[-1][0][0]
assert last_msg["type"] == "error"
assert "音频推送失败" in last_msg["message"]
# ── 音频分块测试 ──────────────────────────────────────────────────────────
class TestStreamAudioChunks:
"""_stream_audio_chunks 分块推送测试."""
@pytest.mark.asyncio
async def test_exact_one_chunk(self, streaming_service, mock_ws):
"""恰好一个 chunk 大小的数据."""
data = FakeAudioBytes.make(_AUDIO_CHUNK_SIZE)
total = await streaming_service._stream_audio_chunks(mock_ws, data)
assert total == _AUDIO_CHUNK_SIZE
assert mock_ws.send_bytes.call_count == 1
assert len(mock_ws.send_bytes.call_args[0][0]) == _AUDIO_CHUNK_SIZE
@pytest.mark.asyncio
async def test_smaller_than_one_chunk(self, streaming_service, mock_ws):
"""小于一个 chunk 的数据."""
data = FakeAudioBytes.make(1000)
total = await streaming_service._stream_audio_chunks(mock_ws, data)
assert total == 1000
assert mock_ws.send_bytes.call_count == 1
@pytest.mark.asyncio
async def test_multiple_full_chunks(self, streaming_service, mock_ws):
"""多个完整 chunk."""
num_chunks = 5
data = FakeAudioBytes.make(_AUDIO_CHUNK_SIZE * num_chunks)
total = await streaming_service._stream_audio_chunks(mock_ws, data)
assert total == _AUDIO_CHUNK_SIZE * num_chunks
assert mock_ws.send_bytes.call_count == num_chunks
for c in mock_ws.send_bytes.call_args_list:
assert len(c[0][0]) == _AUDIO_CHUNK_SIZE
@pytest.mark.asyncio
async def test_partial_last_chunk(self, streaming_service, mock_ws):
"""最后一个 chunk 不完整."""
data = FakeAudioBytes.make(_AUDIO_CHUNK_SIZE * 2 + 1234)
total = await streaming_service._stream_audio_chunks(mock_ws, data)
assert total == _AUDIO_CHUNK_SIZE * 2 + 1234
assert mock_ws.send_bytes.call_count == 3
# 最后一块是 1234 字节
last_chunk = mock_ws.send_bytes.call_args_list[-1][0][0]
assert len(last_chunk) == 1234
@pytest.mark.asyncio
async def test_empty_audio_sends_zero_chunks(self, streaming_service, mock_ws):
"""空音频不发送任何 chunk."""
total = await streaming_service._stream_audio_chunks(mock_ws, b"")
assert total == 0
mock_ws.send_bytes.assert_not_called()
@pytest.mark.asyncio
async def test_chunks_are_consecutive(self, streaming_service, mock_ws):
"""所有 chunk 拼接起来等于原始数据."""
data = bytes(range(256)) * 50 # 12800 bytes
total = await streaming_service._stream_audio_chunks(mock_ws, data)
assert total == len(data)
# 收集所有 chunk
all_bytes = b"".join(c[0][0] for c in mock_ws.send_bytes.call_args_list)
assert all_bytes == data
# ── 长文本分段流测试 ──────────────────────────────────────────────────────
class TestStreamLongText:
"""长文本分段流式合成测试."""
@pytest.mark.asyncio
async def test_happy_path_all_segments_ok(self, streaming_service, mock_ws):
"""长文本正常流程:多个分段全部成功."""
audio_data = FakeAudioBytes.make(2000)
with patch.object(streaming_service, "_download_audio", return_value=audio_data):
text = "你" * 1200 # 应该分成3段
await streaming_service._stream_long_text(
mock_ws,
{"text": text, "voice_id": "v1", "format": "mp3", "speed": 1.0},
)
# 检查 started 消息
calls = mock_ws.send_json.call_args_list
assert calls[0][0][0]["type"] == "started"
segment_count = calls[0][0][0]["segment_count"]
assert segment_count >= 2 # 1200 字至少分 2 段
# 检查有 segment_done 消息
segment_dones = [c for c in calls if c[0][0].get("type") == "segment_done"]
assert len(segment_dones) == segment_count
# 检查最后是 done 消息
last_msg = calls[-1][0][0]
assert last_msg["type"] == "done"
assert last_msg["file_size"] == 2000 * segment_count
@pytest.mark.asyncio
async def test_first_segment_fails_returns_error(self, streaming_service, mock_ws):
"""第一个分段失败,立即返回错误."""
streaming_service._cosyvoice.submit_synthesize_task.side_effect = CosyVoiceError("segment 0 failed")
text = "你" * 1200
await streaming_service._stream_long_text(mock_ws, {"text": text, "voice_id": "v1"})
calls = mock_ws.send_json.call_args_list
last_msg = calls[-1][0][0]
assert last_msg["type"] == "error"
assert "分段" in last_msg["message"]
assert "1" in last_msg["message"] # 第1段失败
@pytest.mark.asyncio
async def test_segment_without_audio_url_fails(self, streaming_service, mock_ws):
"""分段结果无 audio_url 视为失败."""
# 第一段正常,第二段返回空 audio_url
call_results = [
{"audio_url": "https://a.com/1.mp3", "duration": 2.0},
{"audio_url": "", "duration": 0},
{"audio_url": "https://a.com/3.mp3", "duration": 3.0},
]
streaming_service._cosyvoice.submit_synthesize_task.side_effect = call_results
with patch.object(
streaming_service,
"_download_audio",
return_value=FakeAudioBytes.make(1000),
):
text = "你" * 1500
await streaming_service._stream_long_text(mock_ws, {"text": text, "voice_id": "v1"})
calls = mock_ws.send_json.call_args_list
# 应该有错误
error_msgs = [c for c in calls if c[0][0].get("type") == "error"]
assert len(error_msgs) >= 1
@pytest.mark.asyncio
async def test_each_segment_gets_correct_text(self, streaming_service, mock_ws):
"""每个分段都调用了合成,且 text 参数不同."""
with patch.object(
streaming_service,
"_download_audio",
return_value=FakeAudioBytes.make(500),
):
text = "你" * 1200
await streaming_service._stream_long_text(mock_ws, {"text": text, "voice_id": "v1"})
# 分段数应大于1
assert streaming_service._cosyvoice.submit_synthesize_task.call_count >= 2
# 收集所有传进去的 text
texts_called = [
c.kwargs.get("text") or c.args[0]
for c in streaming_service._cosyvoice.submit_synthesize_task.call_args_list
]
# 每段文本都应该是原文的一部分(不全部相同)
assert len(set(texts_called)) >= 2
# 所有文本拼接起来应该约等于原文长度
total_len = sum(len(t) for t in texts_called)
assert total_len >= len(text) * 0.95 # 允许标点切分的小误差
@pytest.mark.asyncio
async def test_each_segment_has_unique_index(self, streaming_service, mock_ws):
"""segment_done 消息的序号不重复且正确."""
with patch.object(
streaming_service,
"_download_audio",
return_value=FakeAudioBytes.make(500),
):
text = "你" * 1200
await streaming_service._stream_long_text(mock_ws, {"text": text, "voice_id": "v1"})
calls = mock_ws.send_json.call_args_list
segment_dones = [c[0][0] for c in calls if c[0][0].get("type") == "segment_done"]
indices = [s["segment"] for s in segment_dones]
total = segment_dones[0]["total"]
# 序号从 1 到 total,不重复
assert sorted(indices) == list(range(1, total + 1))
# ── WebSocket 发送失败容错 ────────────────────────────────────────────────
class TestSendJsonErrorHandling:
"""_send_json 容错测试."""
@pytest.mark.asyncio
async def test_send_json_failure_logs_warning(self, streaming_service, mock_ws):
"""WebSocket send_json 失败不抛异常."""
mock_ws.send_json.side_effect = Exception("connection closed")
# 不应抛出异常
await streaming_service._send_json(mock_ws, {"type": "done"})
mock_ws.send_json.assert_called_once()
# ── TTSStreamingError 异常类 ──────────────────────────────────────────────
class TestTTSStreamingError:
"""TTSStreamingError 异常类测试."""
def test_is_exception(self):
"""是 Exception 子类."""
assert issubclass(TTSStreamingError, Exception)
def test_carry_message(self):
"""携带错误消息."""
err = TTSStreamingError("stream failed")
assert str(err) == "stream failed"