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一、文案（前端约 1600 处，后端传到界面的约 880 处） - 术语统一：工作流层面用「运行」（继续运行、重新运行、试运行），节点和工具层面用「执行」，不再用「跑」； 总时长 / 执行时长 / 等待审批；服务端；助手；Agent；token；工作流；固定版本；模型接入；系统提示；批准 / 驳回；受管级别 - 口语改书面：取不到、没取回来、读不懂、连不上、多半、照样、兜底、揉成这类说法改成「无法 / 未能 / 失败 / 请」；去掉拟人写法 - 不再露出实现细节：界面上不写 checkpoint、同一拍、哈希（凭证处除外），不写改版历史（「以前…」「老数据」）； 报错、校验、门禁、自动修复里裸写的配置键名和枚举值换成界面上的中文标签，由新的 backend/app/engine/labels.py 统一提供； 发布弹窗里结论句的选项不再是 off / require_citation - 同一件事只留一种说法：生成阶段文案、出具档位说明、画布锁定提示各合成一份 - 去掉界面上的工业场景示例（MES、ERP、「张工」「王工」）和真实产品名，换成通用示例 二、说错的提示（都有测试证明） - 数据库测连接失败时的专用提示以前从不出现（按报错文字全等比较，永远比不上）：改为按错误类型判断，不再拼出重复的前缀 - 「设置 → 供应商」改指「设置 → 模型接入」；「在设置里建数据源」改指「数据」页 - 缺少 API Key、模型接入已停用的报错不再夹英文，写明去哪里填 - 两处原因说错（「这种引用在后续版本支持」「这一版还不支持」）改成真实原因 - 节点说明里不准确的说法改正：代码节点在 microVM 或系统沙箱中执行；报告撰写、口径卡的说明不再说过头 - 导出的证据 CSV 里两列同名，第三列改为「片段编号」 三、前后端对齐 - 前端按后端原文识别日志、报错的地方，新旧两种写法都认得（历史运行里存的是旧文字），逐条补了新旧原文的核对 - 后端交回模型的原指令放进单独的 for_model 字段，前端在解析响应时去掉，不会显示到界面上 四、检查 - 检查脚本里按原文匹配的断言改成新文案；改完会变成永远成立的反向断言逐条修正，并做了变异验证 - 新增 check-copy（静态扫描前端界面字符串和后端上界面的文案）：再出现「跑」「后端」「多半」「令牌」、 界面上的 Copilot、裸写的配置键名、半角标点等就报错；确需保留的写进 scripts/copy-allow.json 并注明理由
1169 lines
65 KiB
Python
1169 lines
65 KiB
Python
"""发布前自动修复。
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发布门禁拦下的问题，以前只能自己动手、或者打开 Copilot 描述一遍。这里把「答案唯一、不降低
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要求」的那些做成确定性的修复，一律先给预览，人确认后前端走现有的保存接口：
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- auto：答案唯一。出口上游恰好一张口径卡、审批从「全部自动放行」改成「仅危险工具需要审批」…
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- choice：要人拿主意。required 选哪几个指标、多张口径卡里选哪几张——列候选，不替人选，
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也不给「默认全选」
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- assist：结构性的（协作团队节点、多个出口…），交给 Copilot，产出同样只是预览
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任何修复都不能降低要求（forbidden_changes）；应用后重跑 validate 和门禁，错误必须变少、
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不能冒出新的错误（judge），做不到的修复丢弃并写明原因。
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本模块是纯函数：库里的东西（子工作流当前的发布版本、钉在别处的口径卡有哪些指标）由调用方
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查好传进来。改图直接改原始的图字典，只动修复涉及的那几个字段：坐标、连线 id、视口这些
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前端的东西原样留着，存回去不会丢。
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"""
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from __future__ import annotations
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import copy
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import re
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from typing import Any, Callable
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from pydantic import BaseModel
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from app.engine.governance import (
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JUDGE_UNLIMITED,
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REPORT_POLICY,
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REPORT_POLICY_ALSO,
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exit_text_fields,
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publish_issues,
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)
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from app.engine.labels import CHOICE_LABEL, contract_label, field_label, option_label, q
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from app.engine.schema import (
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CLAIMS_JUDGE,
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JUDGE_ON_UNSUPPORTED,
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REPORT_CLAIMS,
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GraphNode,
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GraphSpec,
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NodeType,
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_ancestors,
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claims_problem,
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)
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#: 被选中的修复按这个顺序应用：先补契约骨架，再补契约里的各项，最后是节点上的开关。
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#: 前面的修复可能改变后面的候选（metrics_from 决定 required 从哪几张卡里挑，report_from 决定
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#: 成果字段默认接哪个报告撰写节点）
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_ORDER = (
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"governed.no_contract", "contract.metrics_from_missing", "contract.metrics_from_invalid",
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"contract.report_from_missing", "contract.report_from_invalid", "governed.report_from_required",
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"governed.exit_text_source", "report.metrics_from_invalid",
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"contract.required_missing", "contract.cells_undeclared", "contract.strict_off", "contract.claims_ignored", "report.claims_invalid",
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"governed.report_policy", "governed.judge_budget",
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"governed.caliber_agent_cite_fields", "governed.caliber_compute_input", "governed.agent_approval_never",
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"governed.default_approval_never", "governed.subgraph_unpinned", "governed.supervisor", "contract.not_object",
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"governed.text_bypass", "governed.caliber_agent_schema", "governed.caliber_model_input",
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)
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#: 修复落在全图上、不落在任何节点上的问题：问题各挂在跟随全图默认的那几个节点上（点一条能定位），
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#: 修复只有一条（id 是 code:graph），改的是图级 defaults，一改几个节点一起好
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_GRAPH_FIXES = frozenset({"governed.default_approval_never"})
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#: 除了 error，这几条警告也给修复（受管档位下）。已发布档位的门禁只给警告，不借「一键修复」
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#: 替人把审批、strict 这些往受管的要求上拧
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_WARNING_FIXES = {"governed": frozenset({"contract.strict_off", "contract.claims_ignored"})}
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#: choice 类修复里「交给 Copilot」那个候选的值。候选上另有 handoff: true 标记：只认标记，不认值——
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#: 别的 choice 拿节点 id 当候选值，节点 id 恰好叫 copilot 的报告撰写节点照样是个普通候选
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HANDOFF = "copilot"
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ASSIST_ONLY = "这一处属于结构性问题，需要交给助手处理"
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STALE = "这一处问题已不存在，请重新检查"
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SOLVED = "前面的修复已一并解决了这一处"
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NEED_CHOICE = "这一处需要你选择：{label}"
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#: 修复和 Copilot 兜底只许改节点配置、补节点和连线。其余的图操作（删节点、删连线）和
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#: 任何不认识的操作（发布、改级别…）一律当降低要求处理
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_GRAPH_OPS = frozenset({"add_node", "update_node", "add_edge"})
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# --------------------------------------------------------------------------
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# 给出修复
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# --------------------------------------------------------------------------
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class _Ctx:
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def __init__(self, spec: GraphSpec, versions: dict[str, Any] | None, cards: dict[str, Any] | None,
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level: str = "governed") -> None:
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self.spec = spec
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self.nodes = spec.node_map()
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self.versions = versions or {}
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self.cards = cards or {}
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self.level = level
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def upstream(self, node_id: str, *types: NodeType) -> list[GraphNode]:
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"""这个节点上游的某几类节点，按画布上的节点顺序。"""
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above = _ancestors(self.spec, node_id)
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return [n for n in self.spec.nodes if n.id in above and n.type in types]
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def metrics_of(self, card: GraphNode) -> list[dict[str, Any]]:
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"""一张口径卡定义的指标。钉在别处（caliber_from）的卡本地没写，用调用方从那一版里查出来的。"""
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local = [d for d in card.config.get("metrics") or [] if isinstance(d, dict) and d.get("id")]
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if local and not isinstance(card.config.get("caliber_from"), dict):
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return local
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return [d for d in self.cards.get(card.id) or [] if isinstance(d, dict) and d.get("id")]
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def _title(node: GraphNode | None) -> str:
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return node.title if node is not None else ""
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def _auto(label: str, field: str, before: Any, after: Any) -> dict[str, Any]:
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return {"kind": "auto", "label": label, "field": field,
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"preview": {"field": field, "before": copy.deepcopy(before), "after": copy.deepcopy(after)},
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"_set": {field: after}}
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def _choice(label: str, field: str, options: list[dict[str, Any]], *, multiple: bool = False,
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default: Any = None, **extra: Any) -> dict[str, Any]:
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out = {"kind": "choice", "label": label, "field": field, "options": options, "multiple": multiple, **extra}
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if default is not None:
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out["default"] = default
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return out
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def _assist(label: str, field: str | None = None) -> dict[str, Any]:
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# 界面上这类修复的按钮就叫「交给 Copilot」，label 只写要它做什么、或者为什么确定性修复做不了
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return {"kind": "assist", "label": label, "field": field}
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def _node_options(nodes: list[GraphNode]) -> list[dict[str, Any]]:
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from app.engine.schema import type_label
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return [{"value": n.id, "label": f"「{n.title}」", "hint": type_label(n.type)} for n in nodes]
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def _contract(node: GraphNode) -> dict[str, Any]:
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contract = node.config.get("contract")
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return contract if isinstance(contract, dict) else {}
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def _as_list(value: Any) -> list[Any]:
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if value in (None, ""):
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return []
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return [value] if isinstance(value, str) else list(value) if isinstance(value, list) else [value]
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def _cards_choice(ctx: _Ctx, node: GraphNode, before: Any, field: str) -> dict[str, Any]:
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cards = ctx.upstream(node.id, NodeType.METRICS)
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if len(cards) == 1:
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return _auto(f"出具契约的「指标来自」设为上游唯一的口径卡「{cards[0].title}」", field, before,
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[cards[0].id])
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if cards:
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return _choice("选择出具契约的「指标来自」：从哪几个口径卡取指标", field, _node_options(cards),
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multiple=True)
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return _assist("成果节点上游没有口径卡，出具契约的「指标来自」无处可选", field)
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def _plan_metrics_from_missing(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
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if node is None:
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return None
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return _cards_choice(ctx, node, _contract(node).get("metrics_from"), "contract.metrics_from")
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def _plan_metrics_from_invalid(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
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if node is None:
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return None
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before = _contract(node).get("metrics_from")
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keep = [s for s in _as_list(before) if isinstance(s, str) and getattr(ctx.nodes.get(s), "type", None)
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== NodeType.METRICS]
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if keep:
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bad = [str(s) for s in _as_list(before) if s not in keep and str(s).strip()]
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return _auto(f"从出具契约的「指标来自」中去掉不存在的{'、'.join(map(q, bad)) or '空项'}",
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"contract.metrics_from", before, keep)
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return _cards_choice(ctx, node, before, "contract.metrics_from")
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def _reports_choice(ctx: _Ctx, node: GraphNode, before: Any) -> dict[str, Any]:
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"""report_from 指向哪个报告撰写节点。以前没有报告撰写节点时退回让人选 narrative（旧的叙述模式），
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可受管级别的叙述模式过不了 G1（governed.report_from_required），已发布级别这几条又只是警告、不给
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修复——那个候选修了也发不出去，所以没有报告撰写节点就交给 Copilot 加一个。"""
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field = "contract.report_from"
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reports = ctx.upstream(node.id, NodeType.REPORT)
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if len(reports) == 1:
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return _auto(f"出具契约的「报告来自」设为上游唯一的「报告撰写」节点「{reports[0].title}」", field,
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before, reports[0].id)
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if reports:
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return _choice("选择出具契约的「报告来自」：核对哪个「报告撰写」节点的文档", field, _node_options(reports))
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return _assist("成果节点上游没有「报告撰写」节点：需要在成果节点之前添加一个，出具契约才有文档可核对", field)
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def _plan_report_from_missing(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
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if node is None:
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return None
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return _reports_choice(ctx, node, _contract(node).get("report_from"))
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def _plan_report_from_required(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
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if node is None:
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return None
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return _reports_choice(ctx, node, _contract(node).get("report_from"))
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def _report_text(report_id: str) -> str:
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return f"{{{{ nodes.{report_id}.text }}}}"
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def _plan_exit_fields(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
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"""G1：成果字段改成取报告撰写节点的正文。就一个候选也给选项——字段里放什么是作者的事，
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改了就是换掉原来的内容；报告撰写节点一个都没有，交给 Copilot 加。"""
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if node is None:
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return None
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bad = exit_text_fields(ctx.spec, node)
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if not bad:
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return None
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named = [f"「{name}」" for _, name, _ in bad if name is not None]
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action = f"把成果字段{'、'.join(named)}改为取" if named else "为成果节点添加成果字段 result，取"
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reports = ctx.upstream(node.id, NodeType.REPORT)
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if not reports:
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return _assist(f"「{node.title}」上游没有报告撰写节点：需要在成果节点之前添加一个，{action}它的正文", "fields")
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options = [{**o, "hint": f"{o['hint']} · {_report_text(o['value'])}"} for o in _node_options(reports)]
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pinned = _contract(node).get("report_from")
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default = pinned if pinned in {r.id for r in reports} else reports[0].id if len(reports) == 1 else None
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return _choice(f"{action}哪个报告撰写节点的正文", "fields", options, default=default,
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_fields=[field for field, _, _ in bad])
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def _plan_report_policy(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
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"""G3：报告撰写节点写明最严的三项。答案唯一，只往严里改；写了不认识的 claims 由 claims_invalid 管。
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已经写了更严的写法（claims: judge）的不动——改回 require_citation 就是替人放宽了。"""
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if node is None:
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return None
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writes: dict[str, Any] = {}
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before: dict[str, Any] = {}
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for key, want, _ in REPORT_POLICY:
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value = node.config.get(key)
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effective = ctx.spec.defaults.get(key) if value in (None, "") else value
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if effective in (want, *REPORT_POLICY_ALSO.get(key, ())):
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continue
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if not (key == "claims" and claims_problem(effective)):
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writes[key], before[key] = want, copy.deepcopy(value)
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if not writes:
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return None
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keys = list(writes)
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preview = ({"field": keys[0], "before": before[keys[0]], "after": writes[keys[0]]} if len(keys) == 1
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else {"field": "、".join(keys), "before": before, "after": writes})
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said = "、".join(f"「{field_label(k)}」设为「{option_label(k, v)}」" for k, v in writes.items())
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return {"kind": "auto", "label": f"将「{node.title}」的{said}",
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"field": keys[0], "preview": preview, "_set": writes}
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def _plan_claims(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
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"""claims 写了不认识的值。受管级别改成 require_citation：确定性的两档里只有它合规，答案唯一（judge 要花钱、
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要写预算，不替人开）；已发布级别 off 和 require_citation 都行，要人选。"""
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if node is None:
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return None
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before = node.config.get("claims")
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if ctx.level == "governed":
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return _auto(f"将「{node.title}」的「{field_label('claims')}」改为「{option_label('claims', 'require_citation')}」："
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"受管级别出具要求每句结论挂依据", "claims", before, "require_citation")
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# value 是配置里的枚举值，label 和节点检查器的选项文字一致
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hints = {"off": "结论句未附依据也不影响出具档位", "require_citation": "未附依据的结论句计入缺口"}
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options = [{"value": v, "label": CHOICE_LABEL["claims"][v], "hint": hints[v]} for v in REPORT_CLAIMS]
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return _choice(f"选择「{node.title}」的「{field_label('claims')}」如何处理", "claims", options)
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def _plan_judge_budget(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
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"""G3：claims: judge 没写每份报告的裁判预算。写多少钱只有作者能定：候选是默认金额和「不限」，不替人选、
|
||
不给建议。judge 原来写在图级 defaults 里的，写到节点上时带上 defaults 那一整份——节点写了 judge 就整个
|
||
用节点的，只补一个 max_cost_usd 会把 defaults 里选的裁判模型、上限悄悄丢掉。"""
|
||
from app.engine.judge import JUDGE_DEFAULTS
|
||
|
||
if node is None:
|
||
return None
|
||
judge = node.config.get("judge")
|
||
if judge in (None, ""):
|
||
judge = ctx.spec.defaults.get("judge")
|
||
base = copy.deepcopy(judge) if isinstance(judge, dict) else {}
|
||
amount = JUDGE_DEFAULTS["report_max_cost_usd"]
|
||
options = [
|
||
{"value": amount, "label": f"每份报告最多 ${amount:.2f}", "hint": "系统默认的每份报告上限；写入节点后，修改设置不影响这份报告"},
|
||
{"value": None, "label": "不限", "hint": JUDGE_UNLIMITED},
|
||
]
|
||
return _choice(f"为「{node.title}」的结论句裁判设置每份报告的金额上限", "judge.max_cost_usd",
|
||
options, _judge=base)
|
||
|
||
|
||
#: 「交给助手」候选的说明
|
||
_ASSIST_PREVIEW = "助手的修改同样只是预览，需要你决定的事项会交给你确认"
|
||
|
||
|
||
def _plan_cells_undeclared(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
"""没有口径卡的受管图没写 cells：报告里的数要么直接引用查询单元格（写 cells: true），要么登记成口径卡
|
||
指标（交给 Copilot 加卡、改引用）。受管级别打开 cells 要作者显式决定，所以只给选项，不替人选。"""
|
||
if node is None:
|
||
return None
|
||
options = [
|
||
{"value": True, "label": "开启「单元格引用」",
|
||
"hint": "报告中的数字可直接查看查询结果中的对应单元格，每个单元格都对照快照核对"},
|
||
{"value": HANDOFF, "label": "交给助手：添加口径卡，把数字登记为指标",
|
||
"hint": _ASSIST_PREVIEW, "handoff": True},
|
||
]
|
||
return _choice(f"「{node.title}」的报告只能引用查询单元格：开启「单元格引用」，还是改为引用口径卡指标？",
|
||
"contract.cells", options)
|
||
|
||
|
||
def _plan_compute_input(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
"""G4：沙箱代码到底是在取数还是在算，只有作者知道。取数的标成 source；在算的交给 Copilot 把计算
|
||
挪进口径卡——两样都不替人选，也不给建议。"""
|
||
if node is None:
|
||
return None
|
||
options = [
|
||
{"value": "source", "label": "负责取数：将「证据角色」设为「取数」",
|
||
"hint": "口径卡读取它时会记录出处"},
|
||
{"value": HANDOFF, "label": "负责计算：交给助手把计算移到口径卡",
|
||
"hint": _ASSIST_PREVIEW, "handoff": True},
|
||
]
|
||
return _choice(f"「{node.title}」的产出提供给了口径卡：它负责取数，还是负责计算？", "evidence_role", options)
|
||
|
||
|
||
def _plan_cite_fields(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
if node is None:
|
||
return None
|
||
return _auto(f"开启「{node.title}」的「按出处核对字段」：每个字段都核对到查询结果中的对应单元格", "cite_fields",
|
||
node.config.get("cite_fields"), True)
|
||
|
||
|
||
def _plan_agent_schema(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
return _assist(f"为「{_title(node)}」配置「结构化输出 Schema」：输出哪些字段、字段类型需要由你或助手确定，"
|
||
"自动修复不会代为填写；配置好后再开启「按出处核对字段」", "output_schema")
|
||
|
||
|
||
def _plan_model_input(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
return _assist(f"「{_title(node)}」写的数字进入了口径卡：需要改用 Agent（配置「结构化输出 Schema」、开启"
|
||
"「按出处核对字段」）或「调用工具」节点取数。修复不会删除节点，助手会拟定一个修改方案")
|
||
|
||
|
||
def _plan_text_bypass(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
return _assist(f"「{_title(node)}」写的文字需要改由报告撰写节点撰写：在它和成果节点之间添加一个报告撰写节点，"
|
||
f"成果节点改为取报告的正文。修复不会删除节点，「{_title(node)}」会保留在工作流中")
|
||
|
||
|
||
def _plan_report_from_invalid(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
if node is None:
|
||
return None
|
||
return _reports_choice(ctx, node, _contract(node).get("report_from"))
|
||
|
||
|
||
def _plan_report_metrics_from(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
if node is None:
|
||
return None
|
||
before = node.config.get("metrics_from")
|
||
above = _ancestors(ctx.spec, node.id)
|
||
keep = [s for s in _as_list(before) if isinstance(s, str) and s in above
|
||
and getattr(ctx.nodes.get(s), "type", None) == NodeType.METRICS]
|
||
cards = ctx.upstream(node.id, NodeType.METRICS)
|
||
added = cards[0] if len(cards) == 1 and cards[0].id not in keep else None
|
||
after = [*keep, *([added.id] if added else [])]
|
||
bad = [str(s) for s in _as_list(before) if s not in keep and str(s).strip()]
|
||
label = f"「{node.title}」的「指标来自」" + (f"去掉无效的{'、'.join(map(q, bad))}" if bad else "改为口径卡节点列表")
|
||
return _auto(label + (f"，补上上游唯一的口径卡「{added.title}」" if added else ""), "metrics_from", before, after)
|
||
|
||
|
||
def _metric_options(ctx: _Ctx, cards: list[GraphNode]) -> list[dict[str, Any]]:
|
||
options: dict[str, dict[str, Any]] = {}
|
||
for card in cards:
|
||
for d in ctx.metrics_of(card):
|
||
mid = str(d["id"])
|
||
name = str(d.get("name") or mid)
|
||
unit = str(d.get("unit") or "")
|
||
options.setdefault(mid, {"value": mid, "label": name if name == mid else f"{name}（{mid}）",
|
||
"hint": f"口径卡「{card.title}」" + (f" · {unit}" if unit else "")})
|
||
return list(options.values())
|
||
|
||
|
||
def _plan_required(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
if node is None:
|
||
return None
|
||
named = [ctx.nodes[s] for s in _as_list(_contract(node).get("metrics_from"))
|
||
if isinstance(s, str) and getattr(ctx.nodes.get(s), "type", None) == NodeType.METRICS]
|
||
options = _metric_options(ctx, named or ctx.upstream(node.id, NodeType.METRICS))
|
||
if not options:
|
||
return _assist("无法列出口径卡中的指标，因此无法提供「必需指标」的候选", "contract.required")
|
||
# 不给默认：哪些指标缺了就不予出具，是作者的决定
|
||
return _choice("选择受管级别出具的「必需指标」：缺少其中任何一个都将不予出具", "contract.required", options,
|
||
multiple=True)
|
||
|
||
|
||
def _plan_strict(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
if node is None:
|
||
return None
|
||
return _auto("开启出具契约的「严格模式」：没有出处的数字直接拦截，而不只是降档", "contract.strict",
|
||
_contract(node).get("strict"), True)
|
||
|
||
|
||
def _plan_claims_ignored(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
"""受管契约的 claims 写了 on_uncited: ignore：受管正式运行本来就按 degrade 办，改成 degrade 答案唯一、
|
||
不降低要求，只是让写法和实际一致。"""
|
||
if node is None:
|
||
return None
|
||
claims = _contract(node).get("claims")
|
||
if not isinstance(claims, dict):
|
||
return None
|
||
return _auto(f"将出具契约的「{contract_label('on_uncited')}」改为「{option_label('on_uncited', 'degrade')}」，与受管级别正式运行的"
|
||
"实际处理保持一致",
|
||
"contract.claims.on_uncited", claims.get("on_uncited"), "degrade")
|
||
|
||
|
||
def _plan_approval(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
if node is None:
|
||
return None
|
||
return _auto(f"将「{node.title}」的审批策略改为「{option_label('approval', 'dangerous')}」", "approval", node.config.get("approval"),
|
||
"dangerous")
|
||
|
||
|
||
def _plan_default_approval(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
followers = [n.title for n in ctx.spec.nodes if n.type == NodeType.AGENT and n.config.get("tools")
|
||
and n.config.get("approval") in (None, "")]
|
||
who = "、".join(f"「{t}」" for t in followers[:3]) + (f" 等 {len(followers)} 个节点" if len(followers) > 3 else "")
|
||
return _auto(f"将{field_label('defaults')}中的审批策略改为「{option_label('approval', 'dangerous')}」（{who or '跟随默认设置的节点'}一并生效）",
|
||
"defaults.approval", ctx.spec.defaults.get("approval"), "dangerous")
|
||
|
||
|
||
def _plan_subgraph(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
if node is None:
|
||
return None
|
||
wf = node.config.get("workflow_id")
|
||
version = ctx.versions.get(wf) if wf else None
|
||
if isinstance(version, int) and not isinstance(version, bool) and version > 0:
|
||
return _auto(f"将「{node.title}」固定到上游当前的发布版本 v{version}", "workflow_version",
|
||
node.config.get("workflow_version"), version)
|
||
# 上游没发布过：不替人挑一个草稿版本钉上去
|
||
return _assist(f"「{node.title}」嵌套的工作流还没有发布版本，无法自动固定版本。请先发布该工作流，或交给助手处理",
|
||
"workflow_version")
|
||
|
||
|
||
def _plan_no_contract(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
if node is None:
|
||
return _assist("工作流中有多个成果节点（或没有成果节点），无法确定应为哪个节点生成出具契约")
|
||
cards = ctx.upstream(node.id, NodeType.METRICS)
|
||
reports = ctx.upstream(node.id, NodeType.REPORT)
|
||
if len(cards) != 1 or len(reports) != 1:
|
||
return _assist(f"「{node.title}」上游的口径卡和报告撰写节点不是各恰好一个，无法确定出具契约应指向哪个", "contract")
|
||
options = _metric_options(ctx, cards)
|
||
if not options:
|
||
return _assist(f"无法列出口径卡「{cards[0].title}」中的指标，因此无法提供「必需指标」的候选", "contract")
|
||
return _choice(f"为「{node.title}」生成出具契约：核对「{reports[0].title}」的文档，指标来自「{cards[0].title}」，"
|
||
"再选择「必需指标」", "contract", options, multiple=True,
|
||
_skeleton={"report_from": reports[0].id, "metrics_from": [cards[0].id], "strict": True})
|
||
|
||
|
||
def _plan_supervisor(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
# 修复不许删节点、不许覆盖或换类型，Copilot 替换不了它，只能拟一个拆分方案交给人
|
||
return _assist(f"「{_title(node)}」需要改为配置固定的 Agent 或「模型调用」节点：修复不能删除节点，"
|
||
"助手只会给出拆分建议，替换需要由你完成")
|
||
|
||
|
||
def _plan_not_object(ctx: _Ctx, issue: dict[str, Any], node: GraphNode | None) -> dict[str, Any] | None:
|
||
return _assist(f"「{_title(node)}」的出具契约不是一个 JSON 对象", "contract")
|
||
|
||
|
||
_PLANNERS: dict[str, Callable[[_Ctx, dict[str, Any], GraphNode | None], dict[str, Any] | None]] = {
|
||
"governed.agent_approval_never": _plan_approval,
|
||
"governed.default_approval_never": _plan_default_approval,
|
||
"governed.subgraph_unpinned": _plan_subgraph,
|
||
"governed.supervisor": _plan_supervisor,
|
||
"governed.no_contract": _plan_no_contract,
|
||
"contract.not_object": _plan_not_object,
|
||
"contract.metrics_from_missing": _plan_metrics_from_missing,
|
||
"contract.metrics_from_invalid": _plan_metrics_from_invalid,
|
||
"contract.report_from_missing": _plan_report_from_missing,
|
||
"contract.report_from_invalid": _plan_report_from_invalid,
|
||
"contract.required_missing": _plan_required,
|
||
"contract.strict_off": _plan_strict,
|
||
"contract.claims_ignored": _plan_claims_ignored,
|
||
"report.metrics_from_invalid": _plan_report_metrics_from,
|
||
# 证据门禁 G1–G5
|
||
"governed.report_from_required": _plan_report_from_required,
|
||
"governed.exit_text_source": _plan_exit_fields,
|
||
"governed.text_bypass": _plan_text_bypass,
|
||
"governed.report_policy": _plan_report_policy,
|
||
"report.claims_invalid": _plan_claims,
|
||
"governed.judge_budget": _plan_judge_budget,
|
||
"contract.cells_undeclared": _plan_cells_undeclared,
|
||
"governed.caliber_compute_input": _plan_compute_input,
|
||
"governed.caliber_agent_cite_fields": _plan_cite_fields,
|
||
"governed.caliber_agent_schema": _plan_agent_schema,
|
||
"governed.caliber_model_input": _plan_model_input,
|
||
}
|
||
|
||
|
||
def _as_dict(issue: Any) -> dict[str, Any]:
|
||
return issue.model_dump() if isinstance(issue, BaseModel) else dict(issue)
|
||
|
||
|
||
def _target(ctx: _Ctx, issue: dict[str, Any]) -> str | None:
|
||
"""修复落在哪个节点上。图级的「没有带契约的出口」落在唯一的那个出口上；改全图默认的不落在节点上。"""
|
||
if issue.get("code") in _GRAPH_FIXES:
|
||
return None
|
||
if issue.get("node_id"):
|
||
return str(issue["node_id"])
|
||
if issue.get("code") == "governed.no_contract":
|
||
outputs = [n for n in ctx.spec.nodes if n.type == NodeType.OUTPUT]
|
||
return outputs[0].id if len(outputs) == 1 else None
|
||
return None
|
||
|
||
|
||
def plan_fixes(spec: GraphSpec, issues: list[Any], *, level: str, versions: dict[str, Any] | None = None,
|
||
cards: dict[str, list[dict[str, Any]]] | None = None) -> list[dict[str, Any]]:
|
||
"""这批问题能怎么修：Fix 列表，按问题出现的顺序，同一处只出一条。
|
||
|
||
versions：子工作流 id → 它当前的发布版本号（没发布过为 None）。
|
||
cards：钉在别处（caliber_from）的口径卡节点 id → 那一版里的指标定义，用来列 required 的候选。
|
||
返回的 Fix 里以 _ 开头的键是应用时要用的内部信息，交给前端前用 public() 去掉。
|
||
"""
|
||
ctx = _Ctx(spec, versions, cards, level)
|
||
warned = _WARNING_FIXES.get(level, frozenset())
|
||
out: dict[str, dict[str, Any]] = {}
|
||
for issue in map(_as_dict, issues):
|
||
code = issue.get("code")
|
||
planner = _PLANNERS.get(code or "")
|
||
if planner is None or (issue.get("level") != "error" and code not in warned):
|
||
continue
|
||
target = _target(ctx, issue)
|
||
fid = f"{code}:{target or 'graph'}"
|
||
if fid in out:
|
||
continue
|
||
fix = planner(ctx, issue, ctx.nodes.get(target) if target else None)
|
||
if fix:
|
||
out[fid] = {"id": fid, "code": code, "node_id": target, **fix}
|
||
return list(out.values())
|
||
|
||
|
||
def public(fix: dict[str, Any]) -> dict[str, Any]:
|
||
return {k: v for k, v in fix.items() if not k.startswith("_")}
|
||
|
||
|
||
def annotate(issues: list[Any], fixes: list[dict[str, Any]]) -> list[dict[str, Any]]:
|
||
"""问题的字典形状，带上对应的修复 id（fix）。validate 和门禁报的同一处问题指向同一个修复。
|
||
|
||
先按（编号、节点）认；认不出时，图级问题（没有节点）认同一编号的第一条修复，图级修复（不落在
|
||
节点上，比如改全图默认）认同一编号的每一条问题。前端 canvas/issues.fixFor 是同一个退路。
|
||
"""
|
||
by_node = {(f["code"], f["node_id"]): f["id"] for f in fixes}
|
||
by_code: dict[str, str] = {}
|
||
by_graph: dict[str, str] = {}
|
||
for f in fixes:
|
||
by_code.setdefault(f["code"], f["id"])
|
||
if f["node_id"] is None:
|
||
by_graph.setdefault(f["code"], f["id"])
|
||
out = []
|
||
for issue in map(_as_dict, issues):
|
||
code = issue.get("code")
|
||
fid = by_node.get((code, issue.get("node_id"))) if code else None
|
||
if fid is None and code:
|
||
fid = by_code.get(code) if issue.get("node_id") is None else by_graph.get(code)
|
||
out.append({**issue, "fix": fid})
|
||
return out
|
||
|
||
|
||
def check(spec: GraphSpec, *, level: str, versions: dict[str, Any] | None = None,
|
||
cards: dict[str, list[dict[str, Any]]] | None = None) -> dict[str, Any]:
|
||
"""发布前检查：和真正发布同一套口径的问题，以及能怎么修。只读。"""
|
||
issues = publish_issues(spec, level=level)
|
||
fixes = plan_fixes(spec, issues, level=level, versions=versions, cards=cards)
|
||
return {"level": level, "ok": not any(i.level == "error" for i in issues),
|
||
"issues": annotate(issues, fixes), "fixes": [public(f) for f in fixes]}
|
||
|
||
|
||
# --------------------------------------------------------------------------
|
||
# 应用修复
|
||
# --------------------------------------------------------------------------
|
||
|
||
|
||
def _node(graph: dict[str, Any], node_id: Any) -> dict[str, Any] | None:
|
||
return next((n for n in graph.get("nodes") or [] if isinstance(n, dict) and n.get("id") == node_id), None)
|
||
|
||
|
||
def _config(node: dict[str, Any]) -> dict[str, Any]:
|
||
data = node.setdefault("data", {})
|
||
if not isinstance(data.get("config"), dict):
|
||
data["config"] = {}
|
||
return data["config"]
|
||
|
||
|
||
def _write(config: dict[str, Any], path: str, value: Any) -> Any:
|
||
"""按 a.b 写进配置，返回原值。中间缺的层补成对象。"""
|
||
*heads, last = path.split(".")
|
||
for key in heads:
|
||
if not isinstance(config.get(key), dict):
|
||
config[key] = {}
|
||
config = config[key]
|
||
before = copy.deepcopy(config.get(last))
|
||
config[last] = copy.deepcopy(value)
|
||
return before
|
||
|
||
|
||
def _edit(graph: dict[str, Any], fix: dict[str, Any], value: Any) -> list[tuple[str, str, Any, Any]]:
|
||
"""把一个修复写进图（原地改）。返回 [(节点 id, 字段, 原值, 新值)]。"""
|
||
node = _node(graph, fix["node_id"])
|
||
if node is None:
|
||
return []
|
||
if fix["kind"] == "auto":
|
||
writes = dict(fix.get("_set") or {})
|
||
elif "_skeleton" in fix:
|
||
writes = {"contract": {**fix["_skeleton"], "required": value}}
|
||
else:
|
||
writes = {fix["field"]: value}
|
||
config = _config(node)
|
||
return [(str(node["id"]), path, _write(config, path, after), copy.deepcopy(after))
|
||
for path, after in writes.items()]
|
||
|
||
|
||
def _edit_defaults(graph: dict[str, Any], fix: dict[str, Any], value: Any) -> list[tuple[str | None, str, Any, Any]]:
|
||
"""改全图默认（graph.defaults）：不落在任何节点上，节点 id 记 None，字段写全路径 defaults.x。"""
|
||
if not isinstance(graph.get("defaults"), dict):
|
||
graph["defaults"] = {}
|
||
return [(None, path, _write(graph["defaults"], path.split(".", 1)[1], after), copy.deepcopy(after))
|
||
for path, after in (fix.get("_set") or {}).items() if path.startswith("defaults.")]
|
||
|
||
|
||
def _edit_exit_fields(graph: dict[str, Any], fix: dict[str, Any], value: Any) -> list[tuple[str, str, Any, Any]]:
|
||
"""G1：文字不是来自报告撰写节点的成果字段，改成取选中那个报告的正文；只动门禁点了名的那几个字段。
|
||
出口没配字段的补一个 result——没配字段时成果的键就叫 result，下游照旧取得到。"""
|
||
node = _node(graph, fix["node_id"])
|
||
if node is None:
|
||
return []
|
||
config = _config(node)
|
||
text = _report_text(str(value))
|
||
targets = list(fix.get("_fields") or [])
|
||
if targets == ["fields"]:
|
||
before = copy.deepcopy(config.get("fields"))
|
||
config["fields"] = [{"name": "result", "value": text}]
|
||
return [(str(node["id"]), "fields", before, copy.deepcopy(config["fields"]))]
|
||
fields = config.get("fields") if isinstance(config.get("fields"), list) else []
|
||
out = []
|
||
for path in targets:
|
||
m = re.fullmatch(r"fields\[(\d+)\]\.value", path)
|
||
field = fields[int(m.group(1))] if m and int(m.group(1)) < len(fields) else None
|
||
if isinstance(field, dict):
|
||
out.append((str(node["id"]), path, copy.deepcopy(field.get("value")), text))
|
||
field["value"] = text
|
||
return out
|
||
|
||
|
||
def _edit_judge_budget(graph: dict[str, Any], fix: dict[str, Any], value: Any) -> list[tuple[str, str, Any, Any]]:
|
||
"""G3 的裁判预算：节点的 judge 写成（原来生效的那份 judge + 选中的 max_cost_usd）。选「不限」写显式的 null，
|
||
和没写不是一回事。变更按整份 judge 记：前后都是 null 的 max_cost_usd 在预览里分不出写没写。"""
|
||
node = _node(graph, fix["node_id"])
|
||
if node is None:
|
||
return []
|
||
config = _config(node)
|
||
after = {**copy.deepcopy(fix.get("_judge") or {}), "max_cost_usd": value}
|
||
before = _write(config, "judge", after)
|
||
return [(str(node["id"]), "judge", before, copy.deepcopy(after))]
|
||
|
||
|
||
#: 每类问题怎么改图。大多是同一种「按节点字段写值」，改全图默认、改成果字段的各走一格；留着这张表是为了
|
||
#: 某类修复要特殊处理时只换它自己的那一格（测试里也借它模拟一条出错的修复规则）
|
||
_EDITORS: dict[str, Callable[[dict[str, Any], dict[str, Any], Any], list[tuple[str | None, str, Any, Any]]]] = {
|
||
code: (_edit_defaults if code in _GRAPH_FIXES else _edit) for code in _PLANNERS
|
||
}
|
||
_EDITORS["governed.exit_text_source"] = _edit_exit_fields
|
||
_EDITORS["governed.judge_budget"] = _edit_judge_budget
|
||
|
||
|
||
def _handoff(fix: dict[str, Any], value: Any) -> bool:
|
||
"""选中的是不是「交给 Copilot」那个候选：只认候选上的 handoff 标记。"""
|
||
return any(o.get("handoff") is True and o.get("value") == value for o in fix.get("options") or [])
|
||
|
||
|
||
def _chosen(fix: dict[str, Any], choices: dict[str, Any]) -> tuple[Any, str]:
|
||
"""choice 类修复里人选的值，按候选校验。返回 (值, 不合格的原因)。"""
|
||
if fix["kind"] != "choice":
|
||
return None, ""
|
||
if fix["id"] not in choices:
|
||
return None, NEED_CHOICE.format(label=fix["label"])
|
||
value = choices[fix["id"]]
|
||
allowed = [o["value"] for o in fix.get("options") or []]
|
||
if fix.get("multiple"):
|
||
if not isinstance(value, list) or not value:
|
||
return None, f"请至少选择一项：{fix['label']}"
|
||
if any(v not in allowed for v in value):
|
||
return None, f"所选的{'、'.join(q(v) for v in value if v not in allowed)}不在候选项中"
|
||
return [v for v in allowed if v in value], ""
|
||
if value not in allowed:
|
||
return None, f"所选的「{value}」不在候选项中"
|
||
return value, ""
|
||
|
||
|
||
def _op(graph: dict[str, Any], node_id: str | None, edits: list[tuple[str | None, str, Any, Any]]) -> dict[str, Any]:
|
||
"""一次修复落成的操作。落在节点上的是 update_node，形状同 Copilot 的操作流：config 只写改过的
|
||
顶层字段（整份新值）；改全图默认的是 update_defaults，defaults 写改过的那几项。"""
|
||
if node_id is None:
|
||
defaults = graph.get("defaults") if isinstance(graph.get("defaults"), dict) else {}
|
||
keys = dict.fromkeys(path.split(".", 1)[1] for _, path, _, _ in edits if path.startswith("defaults."))
|
||
return {"op": "update_defaults", "defaults": {k: copy.deepcopy(defaults.get(k)) for k in keys}}
|
||
config = _config(_node(graph, node_id) or {})
|
||
tops = dict.fromkeys(re.split(r"[.\[]", path, maxsplit=1)[0] for _, path, _, _ in edits)
|
||
return {"op": "update_node", "id": node_id, "config": {k: copy.deepcopy(config.get(k)) for k in tops}}
|
||
|
||
|
||
def apply_fixes(graph: dict[str, Any] | GraphSpec, fix_ids: list[str], choices: dict[str, Any] | None = None, *,
|
||
level: str, versions: dict[str, Any] | None = None,
|
||
cards: dict[str, list[dict[str, Any]]] | None = None) -> dict[str, Any]:
|
||
"""在副本上逐个应用修复，每一个都复核：降低要求、错误没变少或者冒出新错误的，丢弃并写明原因。
|
||
|
||
返回 {graph, changes, ops, applied, rejected, handoff, remaining, fixes, ok}。graph 只是预览，不落库。
|
||
handoff 是人在 choice 里选了「交给 Copilot」的修复 id：图不动，调用方据此把剩下的 error 交给 Copilot。
|
||
"""
|
||
raw = graph.model_dump(mode="json") if isinstance(graph, GraphSpec) else graph
|
||
current = copy.deepcopy(raw)
|
||
spec = GraphSpec.model_validate(current)
|
||
issues = publish_issues(spec, level=level)
|
||
plan = plan_fixes(spec, issues, level=level, versions=versions, cards=cards)
|
||
known = {f["id"] for f in plan}
|
||
rank = {code: i for i, code in enumerate(_ORDER)}
|
||
wanted = sorted(dict.fromkeys(fix_ids), key=lambda fid: rank.get(fid.split(":")[0], len(rank)))
|
||
applied: list[str] = []
|
||
rejected: list[dict[str, str]] = []
|
||
handoff: list[str] = []
|
||
changes: list[dict[str, Any]] = []
|
||
ops: list[dict[str, Any]] = []
|
||
for fid in wanted:
|
||
fix = next((f for f in plan if f["id"] == fid), None)
|
||
if fix is None:
|
||
rejected.append({"fix_id": fid, "reason": SOLVED if fid in known else STALE})
|
||
continue
|
||
if fix["kind"] == "assist":
|
||
rejected.append({"fix_id": fid, "reason": ASSIST_ONLY})
|
||
continue
|
||
value, why = _chosen(fix, choices or {})
|
||
if why:
|
||
rejected.append({"fix_id": fid, "reason": why})
|
||
continue
|
||
if fix["kind"] == "choice" and _handoff(fix, value):
|
||
handoff.append(fid)
|
||
continue
|
||
trial = copy.deepcopy(current)
|
||
edits = _EDITORS.get(fix["code"], _edit)(trial, fix, value)
|
||
try:
|
||
trial_spec = GraphSpec.model_validate(trial)
|
||
except Exception: # noqa: BLE001 - 修复规则把图改坏了：丢弃，不交给人一张存不回去的图
|
||
rejected.append({"fix_id": fid, "reason": "修复后的工作流结构无法解析，已放弃这项修复"})
|
||
continue
|
||
trial_issues = publish_issues(trial_spec, level=level)
|
||
# choice 里人亲手选的值不算「替人决定」（比如把沙箱代码标成取数）；别的降低要求照样拦
|
||
chosen = {(str(nid), path) for nid, path, _, _ in edits} if fix["kind"] == "choice" else set()
|
||
why = "；".join(forbidden_changes(current, trial, chosen=chosen)) or judge(
|
||
issues, trial_issues, target=(fix["code"], fix["node_id"]))
|
||
if why:
|
||
rejected.append({"fix_id": fid, "reason": why})
|
||
continue
|
||
current, spec, issues = trial, trial_spec, trial_issues
|
||
applied.append(fid)
|
||
titles = spec.node_map()
|
||
changes += [{"fix_id": fid, "node_id": nid, "node_title": _title(titles.get(nid)), "field": path,
|
||
"before": before, "after": after, "label": fix["label"]} for nid, path, before, after in edits]
|
||
if edits:
|
||
ops.append(_op(current, fix["node_id"], edits))
|
||
plan = plan_fixes(spec, issues, level=level, versions=versions, cards=cards)
|
||
return {"graph": current, "changes": changes, "ops": ops, "applied": applied, "rejected": rejected,
|
||
"handoff": handoff, "remaining": annotate(issues, plan), "fixes": [public(f) for f in plan],
|
||
"ok": not any(i.level == "error" for i in issues)}
|
||
|
||
|
||
# --------------------------------------------------------------------------
|
||
# 复核：修完必须更好，不许降低要求
|
||
# --------------------------------------------------------------------------
|
||
|
||
|
||
def _sig(issue: dict[str, Any]) -> tuple[Any, ...]:
|
||
"""同一处问题的认法。有编号的按（级别、编号、节点、连线、字段）认：文案里带节点标题，改个名
|
||
文案就变了，那还是同一处问题，不是冒出来的新问题。没编号的只能连文案一起比。"""
|
||
head = (issue.get("level"), issue.get("code"), issue.get("node_id"), issue.get("edge_id"), issue.get("field"))
|
||
return head if issue.get("code") else (*head, issue.get("message"))
|
||
|
||
|
||
#: 只有人能拍板、修复和 Copilot 都不许代做的 error（受管级别打开 cells）。改动让它冒出来不算更糟：它有自己的
|
||
#: choice 修复，发布弹窗里一键选。拿它判作废的话，Copilot 能做的最好的一步（补上契约、把 cells 留给人问）
|
||
#: 反而会被拒掉——用户就撞过这个死局。原来就有的照常计数
|
||
HUMAN_CHOICE = frozenset({"contract.cells_undeclared"})
|
||
|
||
|
||
def _errors(before: list[Any], after: list[Any]) -> tuple[list[dict[str, Any]], list[dict[str, Any]]]:
|
||
"""改动前后的 error；改完新冒出来的 HUMAN_CHOICE 不算进改完的那份。"""
|
||
b_err = [i for i in map(_as_dict, before) if i.get("level") == "error"]
|
||
seen = {_sig(i) for i in b_err}
|
||
a_err = [i for i in map(_as_dict, after) if i.get("level") == "error"
|
||
and not (i.get("code") in HUMAN_CHOICE and _sig(i) not in seen)]
|
||
return b_err, a_err
|
||
|
||
|
||
def worse(before: list[Any], after: list[Any]) -> str | None:
|
||
"""改完是不是更糟了：冒出新的 error，或者 error 变多了。返回原因，没有就是 None。
|
||
|
||
judge 在这之上还要求「修的那一处没了、错误变少」；一键升级（engine/upgrade.py）只要求不更糟——
|
||
升级换的是结构，本来就不一定消掉哪条 error。
|
||
"""
|
||
b_err, a_err = _errors(before, after)
|
||
seen = {_sig(i) for i in b_err}
|
||
new = [i for i in a_err if _sig(i) not in seen]
|
||
if new:
|
||
return f"修改后出现了新的问题：{new[0].get('message')}"
|
||
if len(a_err) > len(b_err):
|
||
return f"修改后错误增加了（{len(b_err)} → {len(a_err)}）"
|
||
return None
|
||
|
||
|
||
def judge(before: list[Any], after: list[Any], *, target: tuple[str, str | None] | None = None) -> str | None:
|
||
"""改完是不是更好了：不能冒出新的 error，error 不能变多；要修的那一处必须没了。
|
||
|
||
target 是 (问题编号, 节点 id)：修的是一条警告（strict）时，error 不增加、那条警告消失就算更好；
|
||
修的是 error，或者不指定 target（Copilot 兜底），error 必须变少。返回 None 表示更好，否则是原因。
|
||
"""
|
||
if why := worse(before, after):
|
||
return why
|
||
b = [_as_dict(i) for i in before]
|
||
a = [_as_dict(i) for i in after]
|
||
b_err, a_err = _errors(before, after)
|
||
if target is not None:
|
||
code, node_id = target
|
||
|
||
def hit(i: dict[str, Any]) -> bool:
|
||
# 图级修复（node_id 为 None，改全图默认）管的是这个编号下挂在各个节点上的每一条
|
||
return i.get("code") == code and (node_id is None or i.get("node_id") in (node_id, None))
|
||
|
||
still = [i for i in a if hit(i)]
|
||
if still:
|
||
return f"修改后这一处问题仍然存在：{still[0].get('message')}"
|
||
if not any(i.get("level") == "error" for i in b if hit(i)):
|
||
return None
|
||
if len(a_err) >= len(b_err):
|
||
return "修改后错误没有减少"
|
||
return None
|
||
|
||
|
||
def _nodes_of(graph: dict[str, Any]) -> dict[str, dict[str, Any]]:
|
||
return {str(n.get("id")): n for n in graph.get("nodes") or [] if isinstance(n, dict) and n.get("id")}
|
||
|
||
|
||
def _edge_key(edge: dict[str, Any]) -> tuple[str, str, str]:
|
||
handle = edge.get("sourceHandle")
|
||
return (str(edge.get("source")), str(edge.get("target")),
|
||
"" if handle in (None, "out", "source") else str(handle))
|
||
|
||
|
||
def _cfg(node: dict[str, Any]) -> dict[str, Any]:
|
||
config = (node.get("data") or {}).get("config")
|
||
return config if isinstance(config, dict) else {}
|
||
|
||
|
||
def _name(node: dict[str, Any]) -> str:
|
||
return str((node.get("data") or {}).get("label") or node.get("id"))
|
||
|
||
|
||
def _title_of(nodes: dict[str, dict[str, Any]], node_id: Any) -> str:
|
||
"""节点 id 换成画布上的名字；图里没有这个节点时照写 id。给人看的拒绝理由里不写节点 id。"""
|
||
node = nodes.get(str(node_id))
|
||
return _name(node) if node is not None else str(node_id)
|
||
|
||
|
||
#: 审批策略从严到宽：每次调用都审批 > 仅危险工具需要审批 > 全部自动放行
|
||
_APPROVAL_RANK = {"never": 0, "dangerous": 1, "always": 2}
|
||
_APPROVAL_LABEL = {k: option_label("approval", k) for k in _APPROVAL_RANK}
|
||
|
||
|
||
def _approval(value: Any) -> str | None:
|
||
"""审批策略的取值：没写、写 null、写空串都算没写（运行时一样往下回退）。"""
|
||
return None if value in (None, "") else str(value)
|
||
|
||
|
||
def _approval_word(value: str) -> str:
|
||
return f"「{_APPROVAL_LABEL.get(value, value)}」"
|
||
|
||
|
||
def _approval_lowered(who: str, prev: str | None, now: str | None, *, inherited: str | None,
|
||
fallback: str | None) -> str | None:
|
||
"""审批策略有没有往宽里改。返回一句原因，没有就是 None。
|
||
|
||
prev / now：改之前、之后写明的值（None 是没写）。没写时运行时往下回退：节点退到全图默认，
|
||
全图默认退到全局设置——全局设置至多是「仅危险工具需要审批」，也可能是「全部自动放行」，
|
||
所以退到全局一律按可能全部放行算。inherited：改之前没写时实际跟随的值（节点跟全图默认；
|
||
全图默认没有可跟的，为 None）。fallback：改之后没写时退到的值（同理）。
|
||
"""
|
||
if prev == now:
|
||
return None
|
||
if now is None:
|
||
if prev is None or prev == "never":
|
||
return None
|
||
if fallback in _APPROVAL_RANK and _APPROVAL_RANK[fallback] >= _APPROVAL_RANK.get(prev, 0):
|
||
return None
|
||
return (f"删除了{who}的审批策略（原为{_approval_word(prev)}），将改为跟随"
|
||
+ (f"{field_label('defaults')}中的{_approval_word(fallback)}" if fallback else f"全局设置，可能为「{option_label('approval', 'never')}」"))
|
||
if now not in _APPROVAL_RANK:
|
||
return f"将{who}的审批策略改为无法识别的值「{now}」"
|
||
base = prev if prev is not None else inherited
|
||
if base in _APPROVAL_RANK and _APPROVAL_RANK[now] < _APPROVAL_RANK[base]:
|
||
was = _approval_word(base) + ("" if prev is not None else f"（跟随{field_label('defaults')}）")
|
||
return f"将{who}的审批策略从{was}放宽为{_approval_word(now)}"
|
||
return None
|
||
|
||
|
||
def _numbers(value: Any) -> list[str]:
|
||
return [str(v).strip() for v in _as_list(value) if str(v).strip()]
|
||
|
||
|
||
def _contract_loosened(name: str, prior: Any, contract: Any, *, cells_chosen: bool = False) -> list[str]:
|
||
"""出具契约里替作者放宽口子的改动：allow_numbers 多出来的数（白名单里的数不用引用也能过），
|
||
cells 从没开变成开（受管级别要作者显式声明，不由模型替人打开；cells_chosen 是人在 choice 里亲手选的，
|
||
不算）。原来没有契约也一样查。"""
|
||
if not isinstance(contract, dict):
|
||
return []
|
||
prior = prior if isinstance(prior, dict) else {}
|
||
out = []
|
||
had = set(_numbers(prior.get("allow_numbers")))
|
||
extra = [n for n in dict.fromkeys(_numbers(contract.get("allow_numbers"))) if n not in had]
|
||
if extra:
|
||
out.append(f"在「{name}」出具契约的「{contract_label('allow_numbers')}」中新增了 {'、'.join(extra)}（这些数字无需出处即可通过）")
|
||
if contract.get("cells") is True and prior.get("cells") is not True and not cells_chosen:
|
||
out.append(f"开启了「{name}」出具契约的「单元格引用」（允许报告直接引用查询单元格），这一项需要由你决定")
|
||
was, now = _claims_rank(prior.get("claims")), _claims_rank(contract.get("claims"))
|
||
if was is not None and now is not None:
|
||
looser = [f"{what}{words[a]} → {words[b]}" for (what, words), a, b in zip(_CLAIMS_AXES, was, now) if b < a]
|
||
if looser:
|
||
out.append(f"放宽了「{name}」出具契约对结论句的要求（{'；'.join(looser)}）")
|
||
return out
|
||
|
||
|
||
#: 契约 claims 的严格程度分两样，各自从宽到严：没挂依据的结论句（不查 < 查了不算缺口 ignore < 计入缺口降档
|
||
#: degrade < 不予出具 withhold），证据不支持的结论句（不裁判 < 裁判、降档 < 裁判、不予出具）。judge 两样都管：
|
||
#: 挂依据的要求和 require_citation 一样，另外按裁判的判定判档
|
||
_CLAIMS_AXES = (("未附依据的结论句", ("不检查", "仅标注", "计入缺口", "不予出具")),
|
||
("证据不支持的结论句", ("不裁判", "降档出具", "不予出具")))
|
||
|
||
|
||
def _claims_rank(value: Any) -> tuple[int, int] | None:
|
||
"""契约里 claims 的严格程度：(没挂依据的, 证据不支持的)，各自越大越严，任何一样变小都算放宽。
|
||
认不出的写法不比较（出口按缺口处理，不会因此放松）。"""
|
||
name = value.get("policy") if isinstance(value, dict) else value
|
||
if name in (None, "", "off"):
|
||
return 0, 0
|
||
if name not in ("require_citation", CLAIMS_JUDGE):
|
||
return None
|
||
on_uncited = value.get("on_uncited") if isinstance(value, dict) else None
|
||
uncited = {"ignore": 1, "withhold": 3}.get(on_uncited, 2)
|
||
if name != CLAIMS_JUDGE:
|
||
return uncited, 0
|
||
on_unsupported = value.get("on_unsupported") if isinstance(value, dict) else None
|
||
return uncited, 2 if on_unsupported == "withhold" else 1
|
||
|
||
|
||
def forbidden_changes(before: dict[str, Any], after: dict[str, Any],
|
||
ops: list[dict[str, Any]] | None = None, *,
|
||
chosen: set[tuple[str, str]] | frozenset[tuple[str, str]] = frozenset(),
|
||
retyped: set[tuple[str, str, str]] | frozenset[tuple[str, str, str]] = frozenset(),
|
||
rewired: set[tuple[str, str]] | frozenset[tuple[str, str]] = frozenset()) -> list[str]:
|
||
"""降低要求的改动，一条一句。空列表表示没有。确定性修复和 Copilot 兜底过的是同一道检查。
|
||
|
||
禁止：
|
||
- 删节点、删连线；用 add_node 覆盖已有的节点、把节点换成别的类型（等于删了重建）
|
||
- 删掉或清空出具契约、删掉 required 里的指标、把 strict 改成 false；
|
||
往 allow_numbers 里加数、替人打开 cells（chosen 里有 (出口 id, "contract.cells") 的是人在 choice 里亲手选的，不算）
|
||
- 审批策略往宽里改（每次调用都审批 > 仅危险工具需要审批 > 全部自动放行）、删掉写明的审批策略，
|
||
把审批写成（或新加一个）「全部自动放行」；全图默认同理
|
||
- 取消子工作流钉住的版本
|
||
- 报告撰写节点的 numbers、on_violation、claims 往宽里改（claims 改成认不出的写法也算），claims 一直是
|
||
judge 时 judge.on_unsupported 从 withhold 退回去；关掉 agent 的 cite_fields
|
||
- 替人把沙箱代码标成取数（evidence_role: source）：它在取数还是在算只有作者知道。chosen 里的
|
||
(节点 id, 字段) 是人在 choice 里亲手选的，不算
|
||
- 改发布级别——级别不在图里，修复接口也从不写工作流的 status，所以只可能以一个不认识的
|
||
操作出现，按不认识的操作拒掉
|
||
|
||
一键升级（engine/upgrade.py）走同一道检查，只多两个由升级自己点名的例外：retyped 里的
|
||
(节点 id, 原类型, 新类型) 允许换类型（模型调用换成报告撰写，这是升级的核心）；rewired 里的
|
||
(source, target) 允许删掉那条连线（中间插了报告撰写节点、改接的那一条）。发布前修复不传，照旧全拦。
|
||
"""
|
||
old, new = _nodes_of(before), _nodes_of(after)
|
||
reasons: list[str] = []
|
||
for op in ops or []:
|
||
kind = op.get("op")
|
||
if kind == "remove_node":
|
||
reasons.append(f"删除节点「{_title_of(old, op.get('id'))}」")
|
||
elif kind == "remove_edge":
|
||
reasons.append(f"删除连线「{_title_of(old, op.get('source'))}」→「{_title_of(old, op.get('target'))}」")
|
||
elif kind == "add_node":
|
||
# Copilot 的改图流程遇到已有的 id 会拿新节点整个盖掉旧的：配置、位置全丢，类型也可能换了
|
||
added = op.get("node")
|
||
target = added.get("id") if isinstance(added, dict) else None
|
||
if target is not None and str(target) in old:
|
||
reasons.append(f"用新节点覆盖已有的「{_name(old[str(target)])}」（等于删除后重建）")
|
||
elif kind not in _GRAPH_OPS:
|
||
reasons.append(f"使用了修复不允许的操作 {kind}（只能修改节点配置、添加节点和连线）")
|
||
reasons += [f"删除了节点「{_name(n)}」" for nid, n in old.items() if nid not in new]
|
||
kept = {_edge_key(e) for e in after.get("edges") or [] if isinstance(e, dict)}
|
||
reasons += [f"删除了连线「{_title_of(old, s)}」→「{_title_of(old, t)}」" for s, t, _ in
|
||
dict.fromkeys(_edge_key(e) for e in before.get("edges") or [] if isinstance(e, dict))
|
||
if (s, t, _) not in kept and (s, t) not in rewired]
|
||
old_default = _approval((before.get("defaults") or {}).get("approval"))
|
||
new_default = _approval((after.get("defaults") or {}).get("approval"))
|
||
for nid, node in new.items():
|
||
was = old.get(nid)
|
||
cfg, prev = _cfg(node), _cfg(was) if was else {}
|
||
name = _name(node)
|
||
if was is not None and was.get("type") != node.get("type") \
|
||
and (nid, str(was.get("type")), str(node.get("type"))) not in retyped:
|
||
from app.engine.schema import type_label
|
||
|
||
reasons.append(f"将「{_name(was)}」从{_type_word(was.get('type'), type_label)}换成了"
|
||
f"{_type_word(node.get('type'), type_label)}（等于删除后重建）")
|
||
approval, prior_approval = _approval(cfg.get("approval")), _approval(prev.get("approval"))
|
||
if approval == "never" and prior_approval != "never":
|
||
reasons.append(f"将「{name}」的审批策略改为「{option_label('approval', 'never')}」" if was
|
||
else f"新增的「{name}」审批策略为「{option_label('approval', 'never')}」")
|
||
elif why := _approval_lowered(f"「{name}」", prior_approval, approval, inherited=old_default,
|
||
fallback=new_default):
|
||
reasons.append(why)
|
||
contract, prior = cfg.get("contract"), prev.get("contract")
|
||
reasons += _contract_loosened(name, prior, contract, cells_chosen=(nid, "contract.cells") in chosen)
|
||
if node.get("type") == "code" and cfg.get("evidence_role") == "source" \
|
||
and prev.get("evidence_role") != "source" and (nid, "evidence_role") not in chosen:
|
||
reasons.append((f"将「{name}」的「证据角色」设为「取数」" if was
|
||
else f"新增的「{name}」的「证据角色」为「取数」")
|
||
+ "：它负责取数还是计算需要由你决定")
|
||
if was is None:
|
||
continue
|
||
if was.get("type") == node.get("type") == "report":
|
||
reasons += _report_loosened(name, prev, cfg, before.get("defaults"), after.get("defaults"))
|
||
if was.get("type") == node.get("type") == "agent" and prev.get("cite_fields") is True \
|
||
and cfg.get("cite_fields") is not True:
|
||
reasons.append(f"关闭了「{name}」的「按出处核对字段」（字段不再逐一核对到查询结果）")
|
||
elif was.get("type") == node.get("type") == "agent" and prev.get("cite_fields") is True \
|
||
and prev.get("output_schema") and not cfg.get("output_schema"):
|
||
reasons.append(f"删除了「{name}」的「结构化输出 Schema」（「按出处核对字段」随之失效，字段不再逐一核对到查询结果）")
|
||
if prev.get("workflow_version") and not cfg.get("workflow_version"):
|
||
reasons.append(f"取消了「{name}」固定的版本")
|
||
if not isinstance(prior, dict) or not prior:
|
||
continue
|
||
if not isinstance(contract, dict) or not contract:
|
||
reasons.append(f"删除或清空了「{name}」的出具契约")
|
||
continue
|
||
if prior.get("strict") and not contract.get("strict"):
|
||
reasons.append(f"关闭了「{name}」出具契约的「严格模式」")
|
||
dropped = [m for m in _as_list(prior.get("required")) if m not in _as_list(contract.get("required"))]
|
||
if dropped:
|
||
reasons.append(f"从「{name}」出具契约的「必需指标」中删除了 {'、'.join(map(str, dropped))}")
|
||
if new_default == "never" and old_default != "never":
|
||
reasons.append(f"将{field_label('defaults')}中的审批策略改为「{option_label('approval', 'never')}」")
|
||
elif why := _approval_lowered(field_label("defaults"), old_default, new_default, inherited=None, fallback=None):
|
||
reasons.append(why)
|
||
return reasons
|
||
|
||
|
||
#: 报告撰写节点三项设置从严到宽的次序：没写时运行时的缺省值（on_violation 没写时探索运行按 flag）
|
||
_REPORT_STRICT = {"numbers": ("strict", "strict"), "on_violation": ("fail", "flag"),
|
||
"claims": ("require_citation", "off")}
|
||
#: claims 从宽到严：off < require_citation < judge（在挂引用之外再请模型逐句裁判，不支持的按 on_unsupported
|
||
#: 判档）。不在这里的写法不比较（validate 报 report.claims_invalid）
|
||
_CLAIMS_ORDER = ("off", "require_citation", CLAIMS_JUDGE)
|
||
|
||
|
||
def _report_loosened(name: str, prev: dict[str, Any], cfg: dict[str, Any], old_defaults: Any,
|
||
new_defaults: Any) -> list[str]:
|
||
"""报告撰写节点的三项设置有没有往宽里改：numbers、on_violation 原来（按节点、再按全图默认）是最严的值，
|
||
改完不是了；claims 按 off < require_citation < judge 排，往下走一格也算（require_citation → judge 是收紧），
|
||
从 require_citation、judge 改成认不出的写法也算（原来就认不出的不比较）。claims 前后都是 judge 的，
|
||
再看 judge.on_unsupported 有没有从 withhold 退回去。"""
|
||
def effective(config: dict[str, Any], defaults: Any, key: str, fallback: str) -> Any:
|
||
value = config.get(key)
|
||
if value in (None, ""):
|
||
value = (defaults if isinstance(defaults, dict) else {}).get(key)
|
||
return fallback if value in (None, "") else value
|
||
|
||
out = []
|
||
for key, (strict, fallback) in _REPORT_STRICT.items():
|
||
was, now = effective(prev, old_defaults, key, fallback), effective(cfg, new_defaults, key, fallback)
|
||
if key == "claims":
|
||
if was not in _CLAIMS_ORDER or (was == "off" and now not in _CLAIMS_ORDER):
|
||
continue
|
||
if now not in _CLAIMS_ORDER:
|
||
out.append(f"将「{name}」的「{field_label('claims')}」从「{option_label('claims', was)}」改为无法识别的「{now}」")
|
||
continue
|
||
if _CLAIMS_ORDER.index(now) >= _CLAIMS_ORDER.index(was):
|
||
continue
|
||
elif not (was == strict and now != strict):
|
||
continue
|
||
out.append(f"将「{name}」的「{field_label(key)}」从「{option_label(key, was)}」放宽为「{option_label(key, now)}」"
|
||
+ ("（删除了已设置的值，运行时改用默认值）" if cfg.get(key) in (None, "") else ""))
|
||
if effective(prev, old_defaults, "claims", "off") == effective(cfg, new_defaults, "claims", "off") \
|
||
== CLAIMS_JUDGE and (why := _judge_loosened(name, prev, cfg, old_defaults, new_defaults)):
|
||
out.append(why)
|
||
return out
|
||
|
||
|
||
def _judge_loosened(name: str, prev: dict[str, Any], cfg: dict[str, Any], old_defaults: Any,
|
||
new_defaults: Any) -> str | None:
|
||
"""claims 一直是 judge 时，judge.on_unsupported 从 withhold（证据不支持的结论句不予出具）退回 degrade
|
||
（只降档）。judge 和运行时（report.report_judge）同一个取法：节点上写了就整个用节点的，没写取图级
|
||
defaults；on_unsupported 没写、写了认不出的都按 degrade。所以补预算时把 judge 整个换成
|
||
{max_cost_usd: …}、节点另写一份不带 withhold 的 judge 盖掉全图默认，都算放宽。"""
|
||
def block(config: dict[str, Any], defaults: Any) -> tuple[Any, bool]:
|
||
own = config.get("judge")
|
||
if own not in (None, ""):
|
||
return own, False
|
||
return (defaults if isinstance(defaults, dict) else {}).get("judge"), True
|
||
|
||
def written(judge: Any) -> Any:
|
||
return judge.get("on_unsupported") if isinstance(judge, dict) else None
|
||
|
||
(old_block, old_inherited), (new_block, new_inherited) = block(prev, old_defaults), block(cfg, new_defaults)
|
||
if written(old_block) != "withhold" or (raw := written(new_block)) == "withhold":
|
||
return None
|
||
def said(value: str) -> str:
|
||
return f"「{option_label('on_unsupported', value)}」"
|
||
|
||
was = said("withhold") + (f"（跟随{field_label('defaults')}）" if old_inherited else "")
|
||
if raw in JUDGE_ON_UNSUPPORTED:
|
||
now = said(raw) + (f"（跟随{field_label('defaults')}）" if new_inherited else "")
|
||
elif raw not in (None, ""):
|
||
now = f"无法识别的「{raw}」（运行时按{said('degrade')}处理）"
|
||
elif new_inherited:
|
||
now = said("degrade") + f"（跟随{field_label('defaults')}；其中未设置此项，运行时使用默认值）"
|
||
elif old_inherited:
|
||
now = said("degrade") + (f"（节点上另行设置了{field_label('judge')}，将整体使用节点的设置、不再跟随"
|
||
f"{field_label('defaults')}；节点未设置此项，运行时使用默认值）")
|
||
else:
|
||
now = said("degrade") + "（删除了已设置的值，运行时使用默认值）"
|
||
return f"将「{name}」的「{field_label('judge.on_unsupported')}」从{was}放宽为{now}"
|
||
|
||
|
||
def _type_word(node_type: Any, type_label: Callable[[Any], str]) -> str:
|
||
try:
|
||
return f"「{type_label(NodeType(node_type))}」"
|
||
except ValueError:
|
||
return f"「{node_type}」"
|
||
|
||
|
||
def diff_changes(before: dict[str, Any], after: dict[str, Any], *, fix_id: str, label: str) -> list[dict[str, Any]]:
|
||
"""两张图之间给人看的逐项变更（Copilot 兜底用）：节点配置按顶层字段比，新加的节点、连线各一条。"""
|
||
old, new = _nodes_of(before), _nodes_of(after)
|
||
out: list[dict[str, Any]] = []
|
||
for nid, node in new.items():
|
||
was = old.get(nid)
|
||
if was is None:
|
||
out.append({"fix_id": fix_id, "node_id": nid, "node_title": _name(node), "field": None, "before": None,
|
||
"after": {"type": node.get("type"), "config": copy.deepcopy(_cfg(node))},
|
||
"label": f"{label}：新增节点"})
|
||
continue
|
||
if was.get("type") != node.get("type"):
|
||
# forbidden_changes 现在就拒掉换类型；万一哪天放行，预览里也得看得出节点换了类型
|
||
out.append({"fix_id": fix_id, "node_id": nid, "node_title": _name(node), "field": "type",
|
||
"before": was.get("type"), "after": node.get("type"), "label": label})
|
||
if _name(was) != _name(node):
|
||
out.append({"fix_id": fix_id, "node_id": nid, "node_title": _name(node), "field": "label",
|
||
"before": _name(was), "after": _name(node), "label": label})
|
||
cfg, prev = _cfg(node), _cfg(was)
|
||
for key in dict.fromkeys([*prev, *cfg]):
|
||
if prev.get(key) != cfg.get(key):
|
||
out.append({"fix_id": fix_id, "node_id": nid, "node_title": _name(node), "field": key,
|
||
"before": copy.deepcopy(prev.get(key)), "after": copy.deepcopy(cfg.get(key)),
|
||
"label": label})
|
||
known = {_edge_key(e) for e in before.get("edges") or [] if isinstance(e, dict)}
|
||
for edge in after.get("edges") or []:
|
||
if isinstance(edge, dict) and _edge_key(edge) not in known:
|
||
out.append({"fix_id": fix_id, "node_id": None, "node_title": "", "field": "edge", "before": None,
|
||
"after": {"source": edge.get("source"), "target": edge.get("target"),
|
||
"sourceHandle": edge.get("sourceHandle")}, "label": f"{label}：新增连线"})
|
||
return out
|