from __future__ import annotations import sys import unittest from pathlib import Path from types import SimpleNamespace sys.path.insert(0, str(Path(__file__).resolve().parents[1])) from core.loop import AgentLoop, _is_empty_response # noqa: E402 def _resp_empty(content=None): """空响应桩:无 tool_calls,content 为空/None/空白。""" msg = SimpleNamespace(tool_calls=[], content=content) return SimpleNamespace(choices=[SimpleNamespace(message=msg)], usage=None) def _resp_text(text): """正常文本收尾桩:无 tool_calls 但有正文。""" msg = SimpleNamespace(tool_calls=[], content=text) return SimpleNamespace(choices=[SimpleNamespace(message=msg)], usage=None) def _resp_tool(): """纯 tool_call 轮桩:有 tool_calls、content 空 —— 不算空响应。""" tc = SimpleNamespace(function=SimpleNamespace(name="glob", arguments='{"pattern":"*"}')) msg = SimpleNamespace(tool_calls=[tc], content=None) return SimpleNamespace(choices=[SimpleNamespace(message=msg)], usage=None) def _make_loop(stream_results, nonstream_results): loop = object.__new__(AgentLoop) loop.caps = SimpleNamespace(reliable_context=64_000, family="test", variant="t") loop.session = SimpleNamespace(messages=[], task_id="test-task") loop.user_id = "test-user" # 无 DB:_log_empty_response 落库路径静默跳过 loop.events = [] loop._emit = loop.events.append calls = {"stream": 0, "nonstream": 0} def collect_stream_once(llm_messages): calls["stream"] += 1 return stream_results.pop(0), False def nonstream_once(llm_messages): calls["nonstream"] += 1 return nonstream_results.pop(0) loop._collect_stream_once = collect_stream_once loop._nonstream_once = nonstream_once return loop, calls class TestIsEmptyResponse(unittest.TestCase): def test_empty_empty_is_empty(self): self.assertTrue(_is_empty_response(_resp_empty(None))) self.assertTrue(_is_empty_response(_resp_empty(""))) self.assertTrue(_is_empty_response(_resp_empty(" \n\t "))) def test_text_answer_not_empty(self): self.assertFalse(_is_empty_response(_resp_text("这是最终回答"))) def test_pure_tool_call_round_not_empty(self): # 纯工具调用轮(content 空但有 tool_calls)是正常轮,绝不能误判为空响应 self.assertFalse(_is_empty_response(_resp_tool())) def test_malformed_response_shape_is_safe(self): # 畸形 / 缺字段的桩不应抛,只返 False self.assertFalse(_is_empty_response(SimpleNamespace(choices=[]))) self.assertFalse(_is_empty_response(SimpleNamespace())) class TestEmptyResponseRetry(unittest.TestCase): def test_empty_stream_falls_back_to_nonstream(self): """空响应首败即降级非流式,重发拿到正文 → 恢复,1 条 warn 提「非流式」。""" loop, calls = _make_loop([_resp_empty()], [_resp_text("ok")]) resp, cancelled = loop._stream_llm() self.assertFalse(cancelled) self.assertFalse(_is_empty_response(resp)) self.assertEqual(calls, {"stream": 1, "nonstream": 1}) warns = [e for e in loop.events if e.get("type") == "warn"] self.assertEqual(len(warns), 1) self.assertIn("空响应", warns[0]["msg"]) self.assertIn("非流式", warns[0]["msg"]) # 每 attempt 重发 llm_start,让前端占位段重建 starts = [e for e in loop.events if e.get("type") == "llm_start"] self.assertEqual(len(starts), 2) def test_all_attempts_empty_returns_empty(self): """全部尝试仍空 → 返回最后一次空 response(交 run() 收尾分支 warn 自停),不死循环。""" n_nonstream = AgentLoop._MAX_MALFORMED_ATTEMPTS - 1 loop, calls = _make_loop([_resp_empty()], [_resp_empty()] * n_nonstream) resp, cancelled = loop._stream_llm() self.assertFalse(cancelled) self.assertTrue(_is_empty_response(resp)) self.assertEqual(calls, {"stream": 1, "nonstream": n_nonstream}) warns = [e for e in loop.events if e.get("type") == "warn"] self.assertEqual(len(warns), AgentLoop._MAX_MALFORMED_ATTEMPTS) def test_clean_text_no_retry(self): """正常文本收尾轮不触发重试。""" loop, calls = _make_loop([_resp_text("done")], []) resp, cancelled = loop._stream_llm() self.assertFalse(cancelled) self.assertEqual(calls, {"stream": 1, "nonstream": 0}) self.assertEqual([e for e in loop.events if e.get("type") == "warn"], []) if __name__ == "__main__": unittest.main()