feat(music-lab): pipeline 메타데이터 LLM 생성 + 폴백
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82
music-lab/tests/test_metadata_generation.py
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82
music-lab/tests/test_metadata_generation.py
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import pytest
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import respx
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from httpx import Response
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from app.pipeline import metadata
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@pytest.mark.asyncio
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@respx.mock
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async def test_metadata_calls_claude_and_parses_json(monkeypatch):
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monkeypatch.setenv("ANTHROPIC_API_KEY", "test-key")
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payload = {
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"content": [{"type": "text", "text": '{"title":"[Lo-fi] Drive | 85BPM",'
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'"description":"chill","tags":["lofi","85bpm"],'
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'"category_id":10}'}]
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}
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respx.post("https://api.anthropic.com/v1/messages").mock(
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return_value=Response(200, json=payload)
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)
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result = await metadata.generate(
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track={"title": "Drive", "genre": "lo-fi", "bpm": 85, "key": "C", "scale": "minor",
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"moods": ["chill"], "instruments": ["piano"]},
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template={"title": "[{genre}] {title} | {bpm}BPM",
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"description": "{title}\n", "tags": [], "category_id": 10},
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trend_keywords=["lofi", "study"],
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feedback="",
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)
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assert result["title"].startswith("[Lo-fi]")
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assert "lofi" in result["tags"]
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assert result["used_fallback"] is False
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@pytest.mark.asyncio
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async def test_metadata_fallback_when_no_api_key(monkeypatch):
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monkeypatch.delenv("ANTHROPIC_API_KEY", raising=False)
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result = await metadata.generate(
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track={"title": "Drive", "genre": "lo-fi", "bpm": 85, "key": "C", "scale": "minor",
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"moods": [], "instruments": []},
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template={"title": "[{genre}] {title} | {bpm}BPM",
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"description": "{title}", "tags": ["lofi"], "category_id": 10},
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trend_keywords=[],
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)
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# 템플릿 변수 그대로 치환된 폴백
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assert result["title"] == "[lo-fi] Drive | 85BPM"
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assert result["used_fallback"] is True
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@pytest.mark.asyncio
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@respx.mock
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async def test_metadata_includes_feedback_in_prompt(monkeypatch):
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import json
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monkeypatch.setenv("ANTHROPIC_API_KEY", "test-key")
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captured = {}
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def hook(req):
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captured["body"] = json.loads(req.content)
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return Response(200, json={"content": [{"type": "text",
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"text": '{"title":"x","description":"y","tags":[],"category_id":10}'}]})
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respx.post("https://api.anthropic.com/v1/messages").mock(side_effect=hook)
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await metadata.generate(
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track={"title": "X", "genre": "lo-fi", "bpm": 85, "key": "C", "scale": "minor",
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"moods": [], "instruments": []},
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template={"title": "{title}", "description": "{title}", "tags": [], "category_id": 10},
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trend_keywords=[],
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feedback="제목을 짧게",
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)
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assert "제목을 짧게" in str(captured["body"])
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@pytest.mark.asyncio
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@respx.mock
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async def test_metadata_falls_back_on_api_error(monkeypatch):
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monkeypatch.setenv("ANTHROPIC_API_KEY", "test-key")
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respx.post("https://api.anthropic.com/v1/messages").mock(
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return_value=Response(500)
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)
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result = await metadata.generate(
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track={"title": "Drive", "genre": "lo-fi", "bpm": 85, "key": "C", "scale": "minor",
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"moods": [], "instruments": []},
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template={"title": "[{genre}] {title}", "description": "x", "tags": ["lofi"], "category_id": 10},
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trend_keywords=[],
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)
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assert result["used_fallback"] is True
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assert "Drive" in result["title"]
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