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xiaoxia-saas/tests/unit/test_tts_segment_synthesis.py
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feat: P1 长文本分段合成
- 新增 text_splitter.py: 长文本智能分段(句子边界 + 短段合并)
- 新增 audio_merger.py: FFmpeg concat 音频合并器
- workflow.py: 分段合成完整流程(同步合并 / 异步轮询 / 失败处理)
- tts_synthesis.py: 新增 process_tts_segment_synthesis Celery 任务
- tts.py: 路由层自动识别分段任务并分发到对应 Celery task
- 23 个单元测试全部通过,P0 回归测试无退化
2026-07-07 12:56:52 +08:00

486 lines
18 KiB
Python

"""P1 长文本分段合成单元测试。
覆盖:
- text_splitter.split_text 分段逻辑
- audio_merger.AudioMerger 合并逻辑
- workflow 分段合成路径(同步 / 异步 / 失败)
"""
from __future__ import annotations
import os
import tempfile
from datetime import datetime, timezone
from unittest.mock import MagicMock, call, patch
import pytest
from packages.application.cosyvoice_service import CosyVoiceError, CosyVoiceService
from packages.application.tts_job.audio_merger import AudioMergeError, AudioMerger
from packages.application.tts_job.text_splitter import split_text
from packages.application.tts_job.workflow import TTSWorkflowService
from packages.domain.tts_job import TTSJob, TTSJobStatus
# ── text_splitter ─────────────────────────────────────────────
class TestSplitText:
"""测试文本分段工具。"""
def test_short_text_no_split(self) -> None:
"""短文本不拆分。"""
assert split_text("你好世界", max_chars=500) == ["你好世界"]
def test_empty_text(self) -> None:
"""空文本返回空列表。"""
assert split_text("") == []
assert split_text(" ") == []
def test_exact_threshold(self) -> None:
"""恰好等于阈值不拆分。"""
text = "a" * 500
assert split_text(text, max_chars=500) == [text]
def test_split_at_sentence_boundary(self) -> None:
"""在句子边界处分段。"""
text = "第一句话。" * 60 # 300 chars
text += "第二句话。" * 60 # 300 chars → total 600
segments = split_text(text, max_chars=500)
assert len(segments) >= 2
for seg in segments:
assert len(seg) <= 500
def test_split_at_newline(self) -> None:
"""在换行符处分段。"""
text = "段落一\n" * 100 # 300 chars
text += "段落二\n" * 100 # 300 chars
segments = split_text(text, max_chars=500)
assert len(segments) >= 2
def test_long_sentence_hard_split(self) -> None:
"""超长句子硬切。"""
text = "a" * 1200
segments = split_text(text, max_chars=500)
assert len(segments) >= 3
for seg in segments:
assert len(seg) <= 500
def test_merge_short_segments(self) -> None:
"""短段合并减少 API 调用。"""
# 多个短句子应该被合并
text = "你好。" * 120 # 360 chars, each sentence 3 chars
segments = split_text(text, max_chars=500)
# 短段应该被合并,段数应该比较少
assert len(segments) < 120
def test_preserves_order(self) -> None:
"""分段保持原始顺序。"""
text = "第一段。第二段。第三段。" + "x" * 490
segments = split_text(text, max_chars=500)
# 第一个段应该以 "第一段" 开头
assert segments[0].startswith("第一段")
# ── audio_merger ─────────────────────────────────────────────
class TestAudioMerger:
"""测试 FFmpeg 音频合并器。"""
def test_empty_list_raises(self) -> None:
"""空列表抛出 AudioMergeError。"""
merger = AudioMerger()
with pytest.raises(AudioMergeError, match="没有可合并"):
merger.merge([])
def test_single_file_returns_bytes(self) -> None:
"""单文件直接返回内容。"""
with tempfile.NamedTemporaryFile(suffix=".mp3", delete=False) as f:
f.write(b"fake audio content")
f.flush()
path = f.name
try:
merger = AudioMerger()
data = merger.merge([path])
assert data == b"fake audio content"
finally:
os.unlink(path)
@patch("packages.application.tts_job.audio_merger.subprocess.run")
def test_ffmpeg_called_correctly(self, mock_run: MagicMock) -> None:
"""多文件调用 FFmpeg concat。"""
mock_run.return_value = MagicMock(returncode=0)
# 创建临时文件
paths = []
for i in range(3):
with tempfile.NamedTemporaryFile(suffix=".mp3", delete=False) as f:
f.write(b"audio")
paths.append(f.name)
try:
merger = AudioMerger()
# Mock open for reading the merged output
with patch("builtins.open", create=True) as mock_open:
mock_open.return_value.__enter__ = lambda s: s
mock_open.return_value.read = lambda: b"merged audio"
try:
merger.merge(paths, output_format="mp3")
except (FileNotFoundError, OSError):
pass # Expected since we're mocking
# 验证 FFmpeg 被调用
mock_run.assert_called_once()
cmd = mock_run.call_args[0][0]
assert cmd[0] == "ffmpeg"
assert "-f" in cmd
assert "concat" in cmd
finally:
for p in paths:
os.unlink(p)
@patch("packages.application.tts_job.audio_merger.subprocess.run")
def test_ffmpeg_failure_raises(self, mock_run: MagicMock) -> None:
"""FFmpeg 失败抛出 AudioMergeError。"""
mock_run.return_value = MagicMock(returncode=1, stderr="error details")
paths = []
for i in range(2):
with tempfile.NamedTemporaryFile(suffix=".mp3", delete=False) as f:
f.write(b"audio")
paths.append(f.name)
try:
merger = AudioMerger()
with pytest.raises(AudioMergeError, match="FFmpeg 合并失败"):
merger.merge(paths)
finally:
for p in paths:
os.unlink(p)
# ── workflow segment methods ─────────────────────────────────
def _make_job(**kwargs) -> TTSJob:
defaults = {
"id": "test_job_seg",
"user_id": "user_001",
"input_text": "x" * 600, # > 500 threshold
"voice_id": "voice_001",
"voice_model": "",
"project_id": "",
"voice_clone_profile_id": "",
"status": TTSJobStatus.PENDING,
"output_audio_url": "",
"output_audio_key": "",
"duration": 0.0,
"file_size": 0,
"sample_rate": 22050,
"format": "mp3",
"error_message": "",
"retry_count": 0,
"max_retries": 3,
"metadata": {},
"started_at": None,
"completed_at": None,
"created_at": datetime.now(timezone.utc),
"updated_at": datetime.now(timezone.utc),
}
defaults.update(kwargs)
return TTSJob(**defaults)
def _make_workflow(
cosyvoice_service: MagicMock | None = None,
repo: MagicMock | None = None,
storage: MagicMock | None = None,
) -> TTSWorkflowService:
if cosyvoice_service is None:
cosyvoice_service = MagicMock(spec=CosyVoiceService)
if repo is None:
repo = MagicMock()
repo.get.return_value = _make_job()
repo.update.side_effect = lambda j: j
if storage is None:
storage = MagicMock()
storage.upload_file.return_value = "https://oss.example.com/merged.mp3"
return TTSWorkflowService(
repository=repo,
cosyvoice_service=cosyvoice_service,
storage_service=storage,
)
class TestStartSegmentSynthesis:
"""测试 _start_segment_synthesis 分段合成入口。"""
def test_short_text_no_segment(self) -> None:
"""短文本不触发分段。"""
service = MagicMock(spec=CosyVoiceService)
service.submit_synthesize_task.return_value = {
"task_id": "task_1",
"audio_url": "",
}
repo = MagicMock()
repo.get.return_value = _make_job(input_text="短文本")
repo.update.side_effect = lambda j: j
workflow = _make_workflow(cosyvoice_service=service, repo=repo)
job = workflow.start_synthesis("test_job_seg")
# 短文本走普通路径,不调用分段
assert job.status == TTSJobStatus.PROCESSING
@patch("packages.application.tts_job.workflow.httpx")
def test_long_text_sync_segments(self, mock_httpx: MagicMock) -> None:
"""长文本同步分段:所有段立即返回 audio_url,直接合并。"""
# Mock 分段音频下载
mock_resp = MagicMock()
mock_resp.content = b"segment audio"
mock_resp.raise_for_status.return_value = None
mock_httpx.get.return_value = mock_resp
service = MagicMock(spec=CosyVoiceService)
# 每个分段都同步返回 audio_url
service.submit_synthesize_task.side_effect = [
{"task_id": "", "audio_url": "https://temp.com/seg1.mp3", "duration": 2.0, "file_size": 1000},
{"task_id": "", "audio_url": "https://temp.com/seg2.mp3", "duration": 3.0, "file_size": 1500},
]
storage = MagicMock()
storage.upload_file.return_value = "https://oss.example.com/merged.mp3"
repo = MagicMock()
repo.get.return_value = _make_job()
repo.update.side_effect = lambda j: j
workflow = _make_workflow(cosyvoice_service=service, repo=repo, storage=storage)
# Mock AudioMerger 避免真实 FFmpeg 调用
with patch("packages.application.tts_job.workflow.AudioMerger") as MockMerger:
mock_merger = MagicMock()
mock_merger.merge.return_value = b"merged audio data"
MockMerger.return_value = mock_merger
job = workflow.start_synthesis("test_job_seg")
assert job.status == TTSJobStatus.COMPLETED
assert job.output_audio_url == "https://oss.example.com/merged.mp3"
assert job.duration == 5.0 # 2.0 + 3.0
def test_long_text_async_segments(self) -> None:
"""长文本异步分段:返回 task_id,存入 metadata。"""
service = MagicMock(spec=CosyVoiceService)
# 每个分段返回 task_id(异步)
service.submit_synthesize_task.side_effect = [
{"task_id": "seg_task_1", "audio_url": "", "duration": 0.0, "file_size": 0},
{"task_id": "seg_task_2", "audio_url": "", "duration": 0.0, "file_size": 0},
]
repo = MagicMock()
repo.get.return_value = _make_job()
repo.update.side_effect = lambda j: j
workflow = _make_workflow(cosyvoice_service=service, repo=repo)
job = workflow.start_synthesis("test_job_seg")
assert job.status == TTSJobStatus.PROCESSING
assert "segment_task_ids" in job.metadata
assert job.metadata["segment_task_ids"] == ["seg_task_1", "seg_task_2"]
def test_segment_submit_failure_marks_failed(self) -> None:
"""分段提交失败时标记 job 为 failed。"""
service = MagicMock(spec=CosyVoiceService)
service.submit_synthesize_task.side_effect = CosyVoiceError("API error")
repo = MagicMock()
repo.get.return_value = _make_job()
repo.update.side_effect = lambda j: j
workflow = _make_workflow(cosyvoice_service=service, repo=repo)
job = workflow.start_synthesis("test_job_seg")
assert job.status == TTSJobStatus.FAILED
class TestUploadMergedToOSS:
"""测试 _upload_merged_to_oss 辅助方法。"""
def test_success(self) -> None:
"""成功上传返回 URL 和 key。"""
storage = MagicMock()
storage.upload_file.return_value = "https://oss.example.com/merged.mp3"
workflow = _make_workflow(storage=storage)
url, key = workflow._upload_merged_to_oss(b"audio data", "user_001", "job_001", "mp3")
assert url == "https://oss.example.com/merged.mp3"
assert key == "tts-outputs/user_001/job_001.mp3"
storage.upload_file.assert_called_once()
call_args = storage.upload_file.call_args
assert call_args[1]["content_type"] == "audio/mpeg"
def test_failure_returns_empty(self) -> None:
"""上传失败返回空字符串。"""
storage = MagicMock()
storage.upload_file.side_effect = Exception("OSS error")
workflow = _make_workflow(storage=storage)
url, key = workflow._upload_merged_to_oss(b"audio data", "user_001", "job_001", "mp3")
assert url == ""
assert key == ""
class TestHandleSegmentFailure:
"""测试 _handle_segment_failure。"""
def test_marks_job_failed(self) -> None:
"""标记 job 为 failed 并更新。"""
repo = MagicMock()
job = _make_job(status=TTSJobStatus.PROCESSING)
repo.get.return_value = job
repo.update.side_effect = lambda j: j
workflow = _make_workflow(repo=repo)
workflow._handle_segment_failure(job, "分段 1 合成失败")
assert job.status == TTSJobStatus.FAILED
assert "分段 1 合成失败" in job.error_message
repo.update.assert_called_once()
class TestPollSegmentTasks:
"""测试 _poll_segment_tasks 异步轮询。"""
@patch("packages.application.tts_job.workflow.time")
@patch("packages.application.tts_job.workflow.httpx")
def test_all_segments_done(self, mock_httpx: MagicMock, mock_time: MagicMock) -> None:
"""所有分段完成后合并并标记完成。"""
# Mock time.monotonic 让循环只执行一次
mock_time.monotonic.side_effect = [0.0, 1.0, 2.0]
mock_time.sleep = MagicMock()
# Mock 下载分段音频
mock_resp = MagicMock()
mock_resp.content = b"seg audio"
mock_resp.raise_for_status.return_value = None
mock_httpx.get.return_value = mock_resp
service = MagicMock(spec=CosyVoiceService)
service.poll_synthesize_task.side_effect = [
{"audio_url": "https://temp.com/seg1.mp3", "duration": 2.0, "file_size": 100},
{"audio_url": "https://temp.com/seg2.mp3", "duration": 3.0, "file_size": 200},
]
storage = MagicMock()
storage.upload_file.return_value = "https://oss.example.com/merged.mp3"
repo = MagicMock()
job = _make_job(
status=TTSJobStatus.PROCESSING,
metadata={
"segment_task_ids": ["task_1", "task_2"],
"segment_audio_urls": ["", ""],
"segment_format": "mp3",
},
)
repo.get.return_value = job
repo.update.side_effect = lambda j: j
workflow = _make_workflow(cosyvoice_service=service, repo=repo, storage=storage)
with patch("packages.application.tts_job.workflow.AudioMerger") as MockMerger:
mock_merger = MagicMock()
mock_merger.merge.return_value = b"merged data"
MockMerger.return_value = mock_merger
result = workflow._poll_segment_tasks(job)
assert result.status == TTSJobStatus.COMPLETED
@patch("packages.application.tts_job.workflow.time")
def test_segment_poll_failure(self, mock_time: MagicMock) -> None:
"""分段轮询失败时标记 job failed。"""
mock_time.monotonic.side_effect = [0.0, 1.0]
mock_time.sleep = MagicMock()
service = MagicMock(spec=CosyVoiceService)
service.poll_synthesize_task.side_effect = CosyVoiceError("Poll failed")
repo = MagicMock()
job = _make_job(
status=TTSJobStatus.PROCESSING,
metadata={
"segment_task_ids": ["task_1"],
"segment_audio_urls": [""],
},
)
repo.get.return_value = job
repo.update.side_effect = lambda j: j
workflow = _make_workflow(cosyvoice_service=service, repo=repo)
result = workflow._poll_segment_tasks(job)
assert result.status == TTSJobStatus.FAILED
class TestPollAndProcessSynthesisSegmentDetection:
"""测试 poll_and_process_synthesis 正确识别分段任务。"""
def test_detects_segment_task(self) -> None:
"""metadata 中有 segment_task_ids 时走分段轮询路径。"""
service = MagicMock(spec=CosyVoiceService)
repo = MagicMock()
job = _make_job(
status=TTSJobStatus.PROCESSING,
metadata={
"segment_task_ids": ["task_1", "task_2"],
"segment_audio_urls": ["", ""],
},
)
repo.get.return_value = job
repo.update.side_effect = lambda j: j
workflow = _make_workflow(cosyvoice_service=service, repo=repo)
with patch.object(workflow, "_poll_segment_tasks") as mock_poll:
mock_poll.return_value = job
workflow.poll_and_process_synthesis("test_job_seg")
mock_poll.assert_called_once()
def test_normal_task_no_segment(self) -> None:
"""普通任务不走分段路径。"""
service = MagicMock(spec=CosyVoiceService)
service.poll_synthesize_task.return_value = {
"audio_url": "https://temp.com/audio.mp3",
"duration": 5.0,
"file_size": 5000,
}
repo = MagicMock()
job = _make_job(
status=TTSJobStatus.PROCESSING,
metadata={"cosyvoice_task_id": "task_normal"},
)
repo.get.return_value = job
repo.update.side_effect = lambda j: j
storage = MagicMock()
storage.upload_file.return_value = "https://oss.example.com/audio.mp3"
workflow = _make_workflow(cosyvoice_service=service, repo=repo, storage=storage)
with patch("packages.application.tts_job.workflow.httpx") as mock_httpx:
mock_resp = MagicMock()
mock_resp.content = b"audio"
mock_resp.raise_for_status.return_value = None
mock_httpx.get.return_value = mock_resp
result = workflow.poll_and_process_synthesis("test_job_seg")
assert result.status == TTSJobStatus.COMPLETED