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对比报告可比性收紧为同场景同考纲版本（ADR-0001）：跨版本 API 返回 400 （detail 含双方版本号），报告生成层抛 ValueError；前端对比候选按 同场景 + 同版本过滤，A 变更后自动清空不可比的 B。文档"尚未实现"标注移除。
364 lines
14 KiB
Python
364 lines
14 KiB
Python
"""Unit tests for report generation: generate_report, generate_compare_report, render_markdown_report."""
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import pytest
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from sqlmodel import Session, SQLModel, create_engine
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from agenteval.evaluation.report import (
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generate_compare_report,
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generate_report,
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render_markdown_report,
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render_json_report,
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)
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from agenteval.models import (
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Case, CaseType, EvalResult, EvalRun, EvalTarget, RunStatus, Scenario, Turn,
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PlatformType, ChannelType, TargetStatus,
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)
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from agenteval.storage.repository import ResultRepository, RunRepository, ScenarioRepository, TargetRepository
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@pytest.fixture()
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def report_session(tmp_path):
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from agenteval.storage.db import ( # noqa: F401
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EvalResultDB, EvalRunDB, EvalTargetDB, FileCategoryDB, FileRecordDB, ScenarioDB, TurnDB,
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)
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engine = create_engine(
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f"sqlite:///{tmp_path / 'report_test.db'}",
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connect_args={"check_same_thread": False},
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)
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SQLModel.metadata.create_all(engine)
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session = Session(engine)
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try:
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yield session
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finally:
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session.close()
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engine.dispose()
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def _seed_run(
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session: Session,
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*,
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pass_rate: float = 1.0,
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n_cases: int = 1,
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scenario_id: str | None = None,
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scenario_version: int = 1,
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connectivity_cases: int = 0,
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errored_cases: int = 0,
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) -> str:
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"""Create a minimal completed run with real data in the DB and return run_id.
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connectivity_cases: extra cases with replied turns but no rule results.
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errored_cases: extra cases with a missing-reply turn and no rule results.
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"""
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target = EvalTarget(
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name="测试对象",
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platform=PlatformType.AI_DIGITAL_EMPLOYEE,
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channel_type=ChannelType.TUTU_API,
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channel_config={},
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status=TargetStatus.ACTIVE,
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)
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target = TargetRepository(session).create(target)
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if scenario_id is None:
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scenario = Scenario(
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name="测试场景",
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cases=(
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[Case(id=f"c{i}", type=CaseType.SINGLE, messages=["hi"]) for i in range(n_cases)]
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+ [Case(id=f"conn{i}", type=CaseType.SINGLE, messages=["ping"]) for i in range(connectivity_cases)]
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+ [Case(id=f"err{i}", type=CaseType.SINGLE, messages=["ping"]) for i in range(errored_cases)]
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),
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)
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scenario = ScenarioRepository(session).create(scenario)
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scenario_id = scenario.id
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run = EvalRun(
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target_id=target.id,
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scenario_id=scenario_id,
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scenario_version=scenario_version,
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status=RunStatus.COMPLETED,
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)
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run = RunRepository(session).create(run)
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run_repo = RunRepository(session)
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result_repo = ResultRepository(session)
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total = n_cases
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passed = int(total * pass_rate)
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for i in range(n_cases):
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turn = Turn(
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run_id=run.id,
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case_id=f"c{i}",
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round_index=1,
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sent_message={"msgBody": {"content": f"问题{i}"}},
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reply={"msgBody": {"content": f"回答{i}"}},
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latency_ms=200,
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)
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result_repo.save_turn(turn)
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db_turn = run_repo.get_turns(run.id)[-1]
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eval_result = EvalResult(
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run_id=run.id,
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case_id=f"c{i}",
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turn_id=db_turn.id or "",
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rule_type="keyword_match",
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passed=(i < passed),
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score=1.0 if i < passed else 0.0,
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reason="通过" if i < passed else "失败",
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)
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result_repo.save_result(eval_result)
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for i in range(connectivity_cases):
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result_repo.save_turn(Turn(
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run_id=run.id,
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case_id=f"conn{i}",
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round_index=1,
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sent_message={"msgBody": {"content": "ping"}},
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reply={"msgBody": {"content": "pong"}},
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latency_ms=100,
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))
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for i in range(errored_cases):
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result_repo.save_turn(Turn(
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run_id=run.id,
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case_id=f"err{i}",
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round_index=1,
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sent_message={"msgBody": {"content": "ping"}},
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reply=None,
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latency_ms=None,
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))
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all_total = total + connectivity_cases + errored_cases
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all_passed = passed + connectivity_cases # 连通用例收到回复即通过（引擎口径）
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run.summary = {
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"total_cases": all_total,
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"passed_cases": all_passed,
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"failed_cases": all_total - all_passed,
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"total_rules": total,
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"passed_rules": passed,
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"pass_rate": round(all_passed / all_total, 4) if all_total else 0.0,
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}
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RunRepository(session).update(run)
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return run.id
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# ── generate_report ───────────────────────────────────────────────────────
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def test_generate_report_structure(report_session):
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run_id = _seed_run(report_session)
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report = generate_report(run_id, report_session)
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assert report["run_id"] == run_id
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assert report["target_name"] == "测试对象"
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assert report["scenario_name"] == "测试场景"
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assert report["status"] == "completed"
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assert "summary" in report
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assert "cases" in report
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def test_generate_report_summary_values(report_session):
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run_id = _seed_run(report_session, pass_rate=1.0, n_cases=2)
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report = generate_report(run_id, report_session)
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s = report["summary"]
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assert s["total_cases"] == 2
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assert s["passed_cases"] == 2
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assert s["pass_rate"] == 1.0
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def test_generate_report_partial_pass(report_session):
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run_id = _seed_run(report_session, pass_rate=0.5, n_cases=2)
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report = generate_report(run_id, report_session)
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s = report["summary"]
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assert s["passed_cases"] == 1
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assert s["failed_cases"] == 1
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def test_generate_report_cases_contain_turns_and_results(report_session):
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run_id = _seed_run(report_session, n_cases=1)
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report = generate_report(run_id, report_session)
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assert len(report["cases"]) == 1
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case = report["cases"][0]
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assert len(case["turns"]) == 1
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assert len(case["results"]) == 1
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assert case["turns"][0]["sent_text"] == "问题0"
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assert case["turns"][0]["latency_ms"] == 200
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def test_generate_report_not_found_raises(report_session):
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with pytest.raises(ValueError, match="run not found"):
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generate_report("no-such-id", report_session)
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# ── generate_compare_report ───────────────────────────────────────────────
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def _scenario_of(session: Session, run_id: str) -> str:
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return RunRepository(session).get(run_id).scenario_id
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def test_compare_report_structure(report_session):
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run_id_a = _seed_run(report_session, pass_rate=1.0, n_cases=2)
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sid = _scenario_of(report_session, run_id_a)
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run_id_b = _seed_run(report_session, pass_rate=0.5, n_cases=2, scenario_id=sid)
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result = generate_compare_report(run_id_a, run_id_b, report_session)
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assert "run_a" in result
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assert "run_b" in result
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assert "delta" in result
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assert "cases" in result
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assert result["run_a"]["run_id"] == run_id_a
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assert result["run_b"]["run_id"] == run_id_b
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def test_compare_report_delta(report_session):
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run_id_a = _seed_run(report_session, pass_rate=0.5, n_cases=2)
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sid = _scenario_of(report_session, run_id_a)
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run_id_b = _seed_run(report_session, pass_rate=1.0, n_cases=2, scenario_id=sid)
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result = generate_compare_report(run_id_a, run_id_b, report_session)
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assert result["delta"]["pass_rate"] > 0 # B improved over A
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def test_compare_report_changed_cases(report_session):
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run_id_a = _seed_run(report_session, pass_rate=1.0, n_cases=2)
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sid = _scenario_of(report_session, run_id_a)
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run_id_b = _seed_run(report_session, pass_rate=0.5, n_cases=2, scenario_id=sid)
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result = generate_compare_report(run_id_a, run_id_b, report_session)
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# At least one case changed (A all-pass vs B half-pass)
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assert result["changed_cases"] >= 1
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def test_compare_report_case_level(report_session):
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run_id_a = _seed_run(report_session, n_cases=1)
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sid = _scenario_of(report_session, run_id_a)
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run_id_b = _seed_run(report_session, n_cases=1, scenario_id=sid)
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result = generate_compare_report(run_id_a, run_id_b, report_session)
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assert len(result["cases"]) >= 1
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case = result["cases"][0]
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assert "run_a_passed" in case
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assert "run_b_passed" in case
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assert "changed" in case
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def test_compare_report_different_scenarios_rejected(report_session):
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run_id_a = _seed_run(report_session, n_cases=1)
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run_id_b = _seed_run(report_session, n_cases=1) # separate scenario
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with pytest.raises(ValueError, match="same scenario"):
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generate_compare_report(run_id_a, run_id_b, report_session)
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def test_compare_report_cross_version_rejected(report_session):
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"""同场景不同考纲版本不可比（ticket 05 / ADR-0001）。"""
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run_id_a = _seed_run(report_session, n_cases=1)
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sid = _scenario_of(report_session, run_id_a)
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run_id_b = _seed_run(report_session, n_cases=1, scenario_id=sid, scenario_version=2)
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with pytest.raises(ValueError, match="version"):
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generate_compare_report(run_id_a, run_id_b, report_session)
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def test_compare_report_same_version_allowed(report_session):
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run_id_a = _seed_run(report_session, n_cases=1, scenario_version=2)
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sid = _scenario_of(report_session, run_id_a)
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run_id_b = _seed_run(report_session, n_cases=1, scenario_id=sid, scenario_version=2)
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result = generate_compare_report(run_id_a, run_id_b, report_session)
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assert result["run_a"]["scenario_version"] == 2
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assert result["run_b"]["scenario_version"] == 2
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# ── connectivity case annotation (ticket 02) ─────────────────────────────
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def test_report_marks_connectivity_case(report_session):
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run_id = _seed_run(report_session, pass_rate=0.5, n_cases=2, connectivity_cases=1)
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report = generate_report(run_id, report_session)
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by_id = {c["case_id"]: c for c in report["cases"]}
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assert by_id["conn0"]["connectivity"] is True
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assert by_id["c0"]["connectivity"] is False
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assert by_id["c1"]["connectivity"] is False
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s = report["summary"]
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assert s["connectivity_cases"] == 1
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# 判定型通过率 = 判定型通过 1 ÷ 判定型总数 2
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assert s["judged_pass_rate"] == 0.5
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# 总通过率口径不变（含连通用例，ADR-0002）
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assert s["pass_rate"] == round(2 / 3, 4)
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def test_errored_case_not_marked_connectivity(report_session):
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"""无判定结果但缺回复的用例是执行失败，不是连通用例。"""
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run_id = _seed_run(report_session, n_cases=1, errored_cases=1)
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report = generate_report(run_id, report_session)
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by_id = {c["case_id"]: c for c in report["cases"]}
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assert by_id["err0"]["connectivity"] is False
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assert report["summary"]["connectivity_cases"] == 0
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def test_all_connectivity_judged_pass_rate_none(report_session):
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"""全为连通用例时判定型通过率为 None，不除零。"""
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run_id = _seed_run(report_session, n_cases=0, connectivity_cases=2)
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report = generate_report(run_id, report_session)
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s = report["summary"]
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assert s["connectivity_cases"] == 2
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assert s["judged_pass_rate"] is None
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def test_compare_report_marks_connectivity(report_session):
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run_id_a = _seed_run(report_session, n_cases=1, connectivity_cases=1)
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sid = _scenario_of(report_session, run_id_a)
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run_id_b = _seed_run(report_session, n_cases=1, connectivity_cases=1, scenario_id=sid)
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result = generate_compare_report(run_id_a, run_id_b, report_session)
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by_id = {c["case_id"]: c for c in result["cases"]}
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assert by_id["conn0"]["connectivity"] is True
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assert by_id["c0"]["connectivity"] is False
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# 连通用例双方均按引擎口径视为通过，不应标记 changed
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assert by_id["conn0"]["run_a_passed"] is True
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assert by_id["conn0"]["run_b_passed"] is True
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assert by_id["conn0"]["changed"] is False
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def test_markdown_report_shows_connectivity(report_session):
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run_id = _seed_run(report_session, n_cases=1, connectivity_cases=1)
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md = render_markdown_report(run_id, report_session)
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assert "连通用例" in md
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assert "判定型通过率" in md
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# ── render_markdown_report ────────────────────────────────────────────────
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def test_render_markdown_contains_header(report_session):
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run_id = _seed_run(report_session)
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md = render_markdown_report(run_id, report_session)
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assert "# 评测报告" in md
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def test_render_markdown_contains_summary_table(report_session):
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run_id = _seed_run(report_session)
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md = render_markdown_report(run_id, report_session)
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assert "## 汇总" in md
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assert "| 指标 | 数值 |" in md
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assert "通过率" in md
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def test_render_markdown_contains_case_section(report_session):
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run_id = _seed_run(report_session, n_cases=1)
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md = render_markdown_report(run_id, report_session)
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assert "## 用例明细" in md
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assert "### " in md # case header
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def test_render_markdown_contains_rule_table(report_session):
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run_id = _seed_run(report_session)
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md = render_markdown_report(run_id, report_session)
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assert "**规则评估结果**" in md
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assert "keyword_match" in md
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# ── render_json_report ────────────────────────────────────────────────────
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def test_render_json_report_is_valid_json(report_session):
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import json
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run_id = _seed_run(report_session)
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json_text = render_json_report(run_id, report_session)
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parsed = json.loads(json_text)
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assert parsed["run_id"] == run_id
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