fix(rag): run_impact 改为 async 并 await 引擎(StructuredResult)
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@@ -1,85 +1,91 @@
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"""ImpactAgent RAG 上下文注入测试(RAG 迭代 Task 4)。
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"""ImpactAgent RAG 上下文注入测试(RAG 迭代 Task 4,异步形态)。
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验证:
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- use_rag=True 时,run_impact 发送给 LLM 的 prompt 文本包含 RAG 检索命中片段与明确小节标题。
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- use_rag=False(或默认)时,prompt 文本不含 RAG 小节标题(向后兼容)。
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- run_impact 为 async def,真实 await 引擎 chat_structured。
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"""
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from genesis.impact.impact_agent import ImpactAgent
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import asyncio
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import types
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import pytest
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from genesis.impact.impact_agent import ImpactAgent, _RAG_CONTEXT_TITLE
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from genesis.rag.embeddings import FakeEmbedder
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from genesis.rag.impact_rag import ImpactRAG
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from genesis.rag.store import RagStore
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_RAG_SECTION_TITLE = "# 既有系统关联上下文(RAG 检索,辅助判断影响范围)"
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class FakeEngine:
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"""捕获真实 LLM 方法(chat_structured)收到的 prompt 文本。
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"""捕获真实 LLM 方法(chat_structured,async)收到的 prompt 文本。
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方法名与签名刻意复用本仓库 InferenceEngine.chat_structured 的形参风格,
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以保证 mock 的是真实接口(key=session_id/prompt/variables/schema/retry_count)。
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"""
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def __init__(self) -> None:
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self.last_prompt: str | None = None
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self.captured: str | None = None
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self.calls = 0
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def chat_structured(self, *, session_id, prompt, variables, schema, retry_count=2):
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self.last_prompt = prompt
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async def chat_structured(self, *, session_id, prompt, variables, schema, retry_count=2):
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self.captured = prompt
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self.calls += 1
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# 返回结构兼容 ChatResult 的最小占位(测试仅校验 prompt 注入)
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return {"session_id": session_id, "prompt": prompt}
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# 返回结构兼容 StructuredResult 的最小占位(含 data/raw_text)
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return types.SimpleNamespace(data={}, raw_text=prompt)
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def _make_rag(session_id: str, sources):
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def _make_rag(session_id: str, text: str) -> ImpactRAG:
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store = RagStore(":memory:")
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rag = ImpactRAG(store, FakeEmbedder())
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rag.index(session_id, sources)
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return store, rag
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rag.index(session_id, [("TradeApplication.java", text)])
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return rag
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def test_run_impact_with_rag_injects_context():
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session_id = "sess-rag"
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store, rag = _make_rag(session_id, [("TradeApplication.java", "订单创建调用 MyBatis")])
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try:
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engine = FakeEngine()
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agent = ImpactAgent(engine=engine, rag=rag, use_rag=True)
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agent.run_impact(session_id, requirements_text="创建订单的影响", k=5)
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prompt = engine.last_prompt
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assert prompt is not None
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# 命中片段(含文件名 TradeApplication.java)被注入
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assert "TradeApplication" in prompt
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# 明确小节标题被注入
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assert _RAG_SECTION_TITLE in prompt
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finally:
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store.close()
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rag = _make_rag("p1", "订单创建调用 MyBatis")
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engine = FakeEngine()
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agent = ImpactAgent(engine=engine, rag=rag, use_rag=True)
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asyncio.run(agent.run_impact("p1", "创建订单的影响"))
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assert engine.captured is not None
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# 命中片段(含文件名 TradeApplication.java)被注入
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assert "TradeApplication" in engine.captured
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# 明确小节标题被注入
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assert _RAG_CONTEXT_TITLE in engine.captured
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def test_run_impact_without_rag_no_context():
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session_id = "sess-no-rag"
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store, rag = _make_rag(session_id, [("TradeApplication.java", "订单创建调用 MyBatis")])
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try:
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engine = FakeEngine()
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agent = ImpactAgent(engine=engine, rag=rag, use_rag=False)
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agent.run_impact(session_id, requirements_text="创建订单的影响", k=5)
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prompt = engine.last_prompt
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# 显式关闭 RAG:不含小节标题,也不含检索片段
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assert _RAG_SECTION_TITLE not in prompt
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assert "TradeApplication" not in prompt
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finally:
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store.close()
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engine = FakeEngine()
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agent = ImpactAgent(engine=engine, rag=_make_rag("p1", "x"), use_rag=False)
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asyncio.run(agent.run_impact("p1", "创建订单的影响"))
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assert _RAG_CONTEXT_TITLE not in engine.captured
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def test_run_impact_default_no_rag_no_context():
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# 默认 use_rag 为 False(未显式开启),行为与关闭一致
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session_id = "sess-default"
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store, rag = _make_rag(session_id, [("TradeApplication.java", "订单创建调用 MyBatis")])
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try:
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engine = FakeEngine()
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agent = ImpactAgent(engine=engine, rag=rag) # 不传 use_rag
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agent.run_impact(session_id, requirements_text="创建订单的影响", k=5)
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prompt = engine.last_prompt
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assert _RAG_SECTION_TITLE not in prompt
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assert "TradeApplication" not in prompt
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finally:
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store.close()
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def test_run_impact_rag_enabled_but_no_hits():
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# rag 已建但索引在另一 scope,retrieve 命中为空 → 不应注入 RAG 小节
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engine = FakeEngine()
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agent = ImpactAgent(engine=engine, rag=_make_rag("other", "订单创建调用 MyBatis"), use_rag=True)
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asyncio.run(agent.run_impact("p1", "创建订单的影响"))
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assert _RAG_CONTEXT_TITLE not in engine.captured
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def test_run_impact_use_rag_none_falls_back_to_instance_default():
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# use_rag=None 时回退实例级 self.use_rag(此处为 True)→ 应注入 RAG 小节
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engine = FakeEngine()
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agent = ImpactAgent(engine=engine, rag=_make_rag("p1", "订单创建调用 MyBatis"), use_rag=True)
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asyncio.run(agent.run_impact("p1", "创建订单的影响", use_rag=None))
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assert _RAG_CONTEXT_TITLE in engine.captured
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assert "TradeApplication" in engine.captured
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def test_run_impact_explicit_false_no_context():
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# 显式 use_rag=False(覆盖 use_rag is None 的 False 分支)→ 不注入 RAG 小节
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engine = FakeEngine()
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agent = ImpactAgent(engine=engine, rag=_make_rag("p1", "x"), use_rag=True)
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asyncio.run(agent.run_impact("p1", "创建订单的影响", use_rag=False))
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assert _RAG_CONTEXT_TITLE not in engine.captured
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def test_run_impact_requires_engine():
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agent = ImpactAgent()
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with pytest.raises(RuntimeError):
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asyncio.run(agent.run_impact("p1", "x"))
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