297 lines
13 KiB
Python
297 lines
13 KiB
Python
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# ============================================================
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# M5-89 紧约束/影子价、IIS 与冲突归因 黄金测试
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# 验收口径：对不可行问题产出最小冲突集（删除任一约束后可恢复可行）；
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# 可行输入返回空 + 明确说明；主控参数结论可由求解日志复核；
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# 归因文案为现场计划员可读的中文。
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# ============================================================
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from __future__ import annotations
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import pytest
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from server.aps_domain.attribution import (
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build_attribution_report,
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detect_iis,
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feasibility_after_relax,
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hard_violations,
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relief_constraints,
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)
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from server.aps_domain.constraints import (
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apply_profile_save,
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engine_constraint_flags,
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hard_blocking_conflicts,
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)
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from server.engines import get_engine
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from server.engines.base import EngineParams
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from server.state.seed import seed_world
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from server.timeutil import add_minutes, fmt_date, today0
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def _next_id_factory():
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counters: dict[str, int] = {}
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def next_id(kind: str) -> int:
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counters[kind] = counters.get(kind, 0) + 1
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return counters[kind]
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return next_id
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def _run(world, strategy="COMPREHENSIVE"):
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# 黄金用例固定以当前验收基线 2026-08-02 的次日开排，禁止跨午夜漂移。
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start = "2026-08-03"
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params = EngineParams(
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orderIds=[], engineType="RULE", strategyTemplate=strategy,
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planningHorizonDays=14, startDate=start,
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constraints=engine_constraint_flags(world),
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)
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return get_engine("RULE").solve(world, params, _next_id_factory())
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def _resolve_all(world):
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for c in world["conflicts"]:
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c["isResolved"] = True
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def _inject_conflict(world, vid, **fields):
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"""注入一条冲突记录（与现有测试同款手法），id 自动续号。"""
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cid = max((c.get("id") or 0 for c in world["conflicts"]), default=0) + 1
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rec = {"id": cid, "versionId": vid, "severity": "MAJOR",
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"isResolved": False, "resolutionAction": ""}
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rec.update(fields)
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world["conflicts"].append(rec)
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return rec
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def _first_capacity_on(world):
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"""取本次求解产生的首个产能冲突，不绑定机器当前日期。"""
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return next(
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c for c in world["conflicts"]
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if c["conflictType"] == "CAPACITY"
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)
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def _production_order_on_capacity_line(world, capacity_conflict):
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line = next(
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row for row in world["lines"]
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if row["name"] == capacity_conflict["resourceName"]
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)
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return next(
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row["orderNo"] for row in world["productionOrders"]
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if row["lineId"] == line["id"]
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)
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def test_coupled_capacity_due_date_produces_minimal_conflict_set():
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"""资源超额 + 交期冲突（联合成因）→ 最小冲突集 {C7, C8}，
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删除其中任一约束后恢复可行（不可约性质）。"""
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world = seed_world()
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result = _run(world)
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vid = result.versionId
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# 交期冲突升级为硬约束（否则 DELAY 只是风险，不构成不可行）
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apply_profile_save(world, {"constraints": {"C8_due_date": {"kind": "hard", "enabled": True}}})
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cap = _first_capacity_on(world)
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order_no = _production_order_on_capacity_line(world, cap)
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cap["reliefConstraintIds"] = ["C7_capacity", "C8_due_date"]
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for c in world["conflicts"]:
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if c["id"] != cap["id"]:
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c["isResolved"] = True
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_inject_conflict(
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world, vid,
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conflictType="DELAY", resourceType="TIME", orderNo=order_no,
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description=f"{order_no} 完成时间晚于交期 6.0 小时",
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suggestedSolution="分流至替代产线或启用加班",
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reliefConstraintIds=["C8_due_date", "C7_capacity"],
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)
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report = build_attribution_report(world, version_id=vid)
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assert report["feasible"] is False
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assert report["iis"], "不可行输入必须产出非空最小冲突集"
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group = next(
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g for g in report["iis"]
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if set(g["constraintIds"]) == {"C7_capacity", "C8_due_date"}
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)
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# 不可约：删除其中任一约束后该冲突组恢复可行
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assert len(group["verification"]) == 2
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for v in group["verification"]:
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assert v["feasibleAfterDelete"] is True
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assert feasibility_after_relax(world, ["C7_capacity"], version_id=vid) is True
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assert feasibility_after_relax(world, ["C8_due_date"], version_id=vid) is True
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# 违反度可从求解日志描述复核
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cap_att = next(a for a in report["attributions"] if a["conflictId"] == cap["id"])
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assert cap_att["degree"]["kind"] == "overload_minutes"
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assert cap_att["degree"]["overloadMinutes"] > 0
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assert cap_att["reliefConstraintIds"] == ["C7_capacity", "C8_due_date"]
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delay_att = next(
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a for a in report["attributions"] if a["conflictType"] == "DELAY")
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assert delay_att["degree"]["kind"] == "hours_late"
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assert delay_att["degree"]["hoursLate"] == 6.0
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def test_feasible_input_returns_empty_iis():
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"""可行输入 → 空结果 + 明确中文说明。"""
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world = seed_world()
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result = _run(world)
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_resolve_all(world)
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rep = detect_iis(world, version_id=result.versionId)
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assert rep["feasible"] is True
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assert rep["iis"] == []
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assert "可行" in rep["message"]
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report = build_attribution_report(world, version_id=result.versionId)
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assert report["feasible"] is True
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assert report["iis"] == []
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assert report["attributions"] == []
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assert report["masterControl"] == []
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assert "可行" in report["summary"]
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def test_auto_enrichment_delay_root_cause_is_capacity():
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"""求解日志联合成因：订单延误 + 所在产线当日产能冲突 →
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自动把 C7 产能加入 DELAY 的解除约束集合，IIS 指向产能约束。"""
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world = seed_world()
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result = _run(world)
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vid = result.versionId
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apply_profile_save(world, {"constraints": {"C8_due_date": {"kind": "hard", "enabled": True}}})
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cap = _first_capacity_on(world)
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order_no = _production_order_on_capacity_line(world, cap)
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for c in world["conflicts"]:
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if c["id"] != cap["id"]:
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c["isResolved"] = True
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delay = _inject_conflict(
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world, vid,
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conflictType="DELAY", resourceType="TIME", orderNo=order_no,
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description=f"{order_no} 完成时间晚于交期 6.0 小时",
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suggestedSolution="分流至替代产线或启用加班",
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)
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relief = relief_constraints(world, delay, version_id=vid)
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assert "C8_due_date" in relief
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assert "C7_capacity" in relief, "延误且所在产线产能冲突 → 产能应为联合成因"
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d = detect_iis(world, version_id=vid)
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assert d["feasible"] is False
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assert any(set(g["constraintIds"]) == {"C7_capacity"} for g in d["iis"])
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# 删除 C7（该 IIS 的唯一成员）→ 恢复可行（联合成因的 DELAY 一并解除）
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assert feasibility_after_relax(world, ["C7_capacity"], version_id=vid) is True
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# 归因文案点明产能是延误根源
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report = build_attribution_report(world, version_id=vid)
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delay_att = next(a for a in report["attributions"] if a["conflictType"] == "DELAY")
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assert "C7_capacity" in delay_att["reliefConstraintIds"]
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assert "产能" in report["masterControl"][0]["conclusion"] or any(
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"产能" in m["conclusion"] for m in report["masterControl"])
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def test_copy_readability_chinese_fields():
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"""文案可读性：中文关键字段（约束名/订单号/资源名/短日期/建议）。"""
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world = seed_world()
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result = _run(world)
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vid = result.versionId
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apply_profile_save(world, {"constraints": {"C8_due_date": {"kind": "hard", "enabled": True}}})
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cap = _first_capacity_on(world)
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order_no = _production_order_on_capacity_line(world, cap)
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cap["reliefConstraintIds"] = ["C7_capacity", "C8_due_date"]
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for c in world["conflicts"]:
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if c["id"] != cap["id"]:
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c["isResolved"] = True
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_inject_conflict(
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world, vid,
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conflictType="DELAY", resourceType="TIME", orderNo=order_no,
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description=f"{order_no} 完成时间晚于交期 6.0 小时",
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suggestedSolution="分流至替代产线或启用加班",
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reliefConstraintIds=["C8_due_date", "C7_capacity"],
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)
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report = build_attribution_report(world, version_id=vid)
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group = next(
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g for g in report["iis"]
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if set(g["constraintIds"]) == {"C7_capacity", "C8_due_date"}
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)
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iis_text = group["copy"]
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assert "约束" in iis_text and "卡死" in iis_text
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assert "订单" in iis_text and "资源" in iis_text and "建议" in iis_text
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assert "装配产线A" in iis_text # 资源名（中文）
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assert order_no in iis_text # 订单号
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assert "8/3" in iis_text # 短日期
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# 单条归因文案
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att_text = report["attributions"][0]["copy"]
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assert "约束" in att_text and "被违反" in att_text
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assert "涉及订单" in att_text or "资源/对象" in att_text
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assert "解开方式" in att_text
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# 主控参数结论文案
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assert report["masterControl"]
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assert any("紧约束" in m["conclusion"] for m in report["masterControl"])
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# 文案面向现场计划员：不出现纯数学术语
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assert "IIS" not in iis_text and "shadow" not in iis_text.lower()
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assert "IIS" not in att_text
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def test_attribution_evidence_verifiable_against_solve_log():
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"""主控参数结论可由求解日志复核：evidence 携带冲突 ID/版本/描述。"""
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world = seed_world()
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result = _run(world)
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vid = result.versionId
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report = build_attribution_report(world, version_id=vid)
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assert report["feasible"] is False
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conflict_ids = {c["id"] for c in world["conflicts"] if c["versionId"] == vid}
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for att in report["attributions"]:
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ev = att["evidence"]
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assert ev["conflictId"] in conflict_ids
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assert ev["versionId"] == vid
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assert ev["description"]
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assert report["masterControl"]
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for m in report["masterControl"]:
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assert m["evidenceRefs"], "主控参数结论必须携带可复核的日志证据"
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for ref in m["evidenceRefs"]:
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cid = int(ref.split("#")[1])
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assert cid in conflict_ids
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for key, entry in report["evidence"].items():
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assert key == f"conflict#{entry['conflictId']}"
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assert entry["description"]
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# 与 world["conflicts"] 逐条可对照
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for att in report["attributions"]:
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raw = next(c for c in world["conflicts"] if c["id"] == att["conflictId"])
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assert att["description"] == raw["description"]
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def test_delete_constraint_restores_publish_gate_for_singleton_iis():
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"""默认演示运行产生两组单约束 IIS（C4 维保 / C7 产能）：
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每组内任删一条即恢复该组可行；硬约束关闭请求被门禁拒绝（矩阵 113），
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发布门禁仍同时拦截产能与维保；只有松弛（simulated relax）才能恢复可行。"""
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from server.aps_domain.constraints import ConstraintProfileDenied
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world = seed_world()
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result = _run(world)
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vid = result.versionId
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d = detect_iis(world, version_id=vid)
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assert d["feasible"] is False
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groups = {g["constraintIds"][0]: g for g in d["iis"]}
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assert "C7_capacity" in groups and "C4_maintenance" in groups
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for g in groups.values():
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assert len(g["constraintIds"]) == 1
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for v in g["verification"]:
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assert v["feasibleAfterDelete"] is True
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# 物理关闭 C7 被拒（硬约束不可关闭）→ 发布门禁仍拦截 CAPACITY 与 EQUIPMENT
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with pytest.raises(ConstraintProfileDenied):
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apply_profile_save(world, {"constraints": {"C7_capacity": {"enabled": False}}})
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blockers = hard_blocking_conflicts(world, version_id=vid)
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assert any(b["constraintId"] == "C7_capacity" for b in blockers)
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assert any(b["constraintId"] == "C4_maintenance" for b in blockers)
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# 从每个 IIS 各松一条 → 整体可行
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assert feasibility_after_relax(
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world, ["C7_capacity", "C4_maintenance"], version_id=vid) is True
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def test_hard_violations_expose_solve_log_fields():
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"""硬违反记录可直接展示并对照求解日志：约束/实体/违反度/证据。"""
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world = seed_world()
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result = _run(world)
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vid = result.versionId
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rows = hard_violations(world, version_id=vid)
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assert rows
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for r in rows:
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assert r["constraintId"] in {"C7_capacity", "C4_maintenance"}
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assert r["constraintName"]
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|
|
assert r["evidence"]["conflictId"] == r["conflictId"]
|
|||
|
|
assert r["evidence"]["versionId"] == vid
|
|||
|
|
assert r["degree"]["value"] > 0
|
|||
|
|
capacity = next(r for r in rows if r["constraintId"] == "C7_capacity")
|
|||
|
|
assert capacity["degree"]["kind"] == "overload_minutes"
|
|||
|
|
assert capacity["degree"]["overloadMinutes"] > 0
|
|||
|
|
equipment = next(r for r in rows if r["constraintId"] == "C4_maintenance")
|
|||
|
|
assert equipment["degree"]["kind"] == "overlap_minutes"
|
|||
|
|
assert equipment["orderNos"], "维保冲突应能解析出涉及的订单号"
|