feat: 诊断真实运行与评估脚本（任务书 18 第三块）：起研究、杀诊断运行、统计、导出审阅材料
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
This commit is contained in:
@@ -0,0 +1,223 @@
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import { mkdirSync, writeFileSync } from "node:fs";
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import { join, resolve } from "node:path";
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import {
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Board,
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diagnosisId,
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type TaskMaterial,
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} from "../../src/materials/index.ts";
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import { diagnosisOutcome } from "../../src/submissions/index.ts";
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import { checkoutVersion, compareVersions } from "../../src/workspace/index.ts";
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import { jsonFile } from "../lib/forward.ts";
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import { finalSubmissions, ofKind, readLedger } from "../lib/ledger.ts";
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// 任务书 18 第 3.2 节第 1、3、4 样的审阅材料。第 1 样的目录（blind/）只放诊断结算之前就存在的东西，
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// 不放诊断结果；第 3 样（impl/）放诊断实现与核验的往来；第 4 样（direction/）放本轮结果和本轮提案、候选，
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// 供子 Agent 标注"沿不沿诊断指出的方向"。只导出事实和原文，不替审阅者下结论。
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// node eval/diagnosis/export.ts <研究输出目录> <全新绝对审阅目录>
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const [dir, output, ...extra] = process.argv.slice(2);
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if (!dir || !output || extra.length || output !== resolve(output)) {
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throw new Error(
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"用法：node eval/diagnosis/export.ts <研究输出目录> <全新绝对审阅目录>",
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);
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}
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mkdirSync(output);
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const study = join(dir, "study");
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const records = readLedger(study);
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const board = new Board(records);
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const repo = join(study, "repo.git");
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const finals = finalSubmissions(records);
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const roundOf = (stageId: string) => board.stage(stageId).round;
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const json = (v: unknown) => `${JSON.stringify(v, null, 2)}\n`;
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const checkout = (version: string, path: string) => {
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mkdirSync(path, { recursive: true });
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checkoutVersion(repo, version, path);
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};
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const text = (path: string, body: string) => writeFileSync(path, body);
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const rounds = [
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...new Set(
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ofKind(records, "decision")
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.filter((d) => d.content.decision === "selectDiagnosis")
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.map((d) => d.content.round),
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),
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].sort((a, b) => a - b);
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const index = [];
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for (const round of rounds) {
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const roundDir = join(output, `round-${round}`);
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const id = diagnosisId(round);
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const baseline = board.code(board.baselineOf(round));
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const baselineScore = board.baselineScore(board.baselineOf(round));
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const mine = (kind: string) =>
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finals.filter(
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(s) => s.content.kind === kind && roundOf(s.content.stageId) === round,
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);
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// ---- 第 1 样（看不到诊断结果）----
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const blind = join(roundDir, "blind");
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mkdirSync(blind, { recursive: true });
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checkout(baseline.version, join(blind, "baseline-code"));
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text(
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join(blind, "baseline-score.txt"),
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`本轮当前基线 ${board.baselineOf(round)} 的最终指标：${baselineScore}\n`,
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);
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text(
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join(blind, "diagnosis-proposals.txt"),
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mine("diagnosisProposal")
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.map(
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(s) =>
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`${"=".repeat(20)} ${s.content.author}（记录 ${s.seq}）\n${json(s.content.content)}`,
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)
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.join("\n"),
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);
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text(
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join(blind, "diagnosis-predictions.txt"),
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mine("diagnosisPrediction")
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.map(
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(s) =>
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`${"=".repeat(20)} ${s.content.author}（记录 ${s.seq}）\n${json(s.content.content)}`,
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)
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.join("\n"),
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);
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jsonFile(
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join(blind, "merged-experiments.json"),
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board.diagnosisExperiments(round),
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);
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// 研究者写诊断解释与实验时实际读到的材料（含信念本和上一轮收尾，不含本轮诊断结果）。
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for (const c of ofKind(records, "callStarted").filter((x) => {
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const m = x.content.materials as TaskMaterial;
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return m.kind === "diagnosisProposal" && m.round === round;
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})) {
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text(
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join(blind, `researcher-material-${c.content.actor}.txt`),
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(c.content.materials as TaskMaterial).firstMessage,
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);
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}
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text(
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join(blind, "review.txt"),
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`任务书18第3.2节第1样，只读本目录，中文直接回复，不写文件，看不到诊断结果。\n` +
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`读 diagnosis-proposals.txt（每位研究者的诊断解释与实验）、diagnosis-predictions.txt（三个数）、baseline-code/ 与 baseline-score.txt、researcher-material-*.txt（研究者当时读到的材料，含以前轮次的结论）。回答：\n` +
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`- 每条解释说出了具体的瓶颈吗？写了什么实测会推翻它吗？\n- 同一轮几位研究者的解释有没有真正不同？\n- 每个实验是不是只动一处？是不是真能把几种解释分开？\n- 有没有实验去测以前否掉过的路线的理由？\n`,
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);
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// ---- 选实验与结算（第 2、5 样的原始数据，供脚本和人读）----
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jsonFile(
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join(roundDir, "select-decision.json"),
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ofKind(records, "decision").find(
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(d) => d.content.decision === "selectDiagnosis" && d.content.round === round,
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) ?? null,
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);
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jsonFile(
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join(roundDir, "settlement.json"),
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ofKind(records, "diagnosisSettlement").find((s) => s.content.round === round) ?? null,
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);
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// ---- 第 3 样（诊断实现与核验）----
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const impl = join(roundDir, "impl");
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mkdirSync(impl, { recursive: true });
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const chosen = board.decision("selectDiagnosis", round)!.output;
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if (chosen.diagnose) {
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checkout(baseline.version, join(impl, "baseline"));
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const attempts = finals
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.filter(
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(s) =>
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["diagnosisImplementation", "diagnosisRepair"].includes(s.content.kind) &&
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s.content.target === id,
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)
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.map((s) => ({
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submission: s,
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code: ofKind(records, "code").find((c) => c.seq === s.seq + 1) ?? null,
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}));
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jsonFile(join(impl, "implementations.json"), attempts);
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for (const a of attempts) {
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if (a.code === null) continue;
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checkout(a.code.content.version, join(impl, `program-${a.code.seq}`));
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jsonFile(
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join(impl, `diff-${a.code.seq}.json`),
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compareVersions(repo, baseline.version, a.code.content.version),
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);
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}
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const verifications = finals
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.filter(
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(s) => s.content.kind === "diagnosisVerification" && s.content.target === id,
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)
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.map((s) => ({
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submission: s,
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outcome: diagnosisOutcome(
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s.content.content as Parameters<typeof diagnosisOutcome>[0],
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),
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}));
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jsonFile(join(impl, "verifications.json"), verifications);
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jsonFile(
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join(impl, "rejections.json"),
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ofKind(records, "rejection").filter((r) => r.content.target === id),
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);
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jsonFile(
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join(impl, "selected-experiments.json"),
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board.diagnosisExperiments(round).filter((e) => chosen.chosen.includes(e.id)),
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);
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jsonFile(
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join(impl, "calls.json"),
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ofKind(records, "callStarted")
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.filter((c) => {
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const m = c.content.materials as TaskMaterial;
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return (
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m.object === id &&
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["diagnosisImplementation", "diagnosisRepair", "diagnosisVerification"].includes(m.kind)
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);
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})
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.map((c) => ({
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record: c,
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sessions: join(study, "calls", c.content.call, "sessions"),
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})),
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);
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text(
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join(impl, "review.txt"),
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`任务书18第3.2节第3样，只读本目录，中文直接回复，不写文件。\n` +
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`读 selected-experiments.json（实验原文）、baseline/（当前基线代码）、program-<记录号>/ 与 diff-<记录号>.json（每次交上来的诊断程序与基线的差）、implementations.json（位置表、concerns、说明）、verifications.json（核验员逐实验结论）、rejections.json。回答：\n` +
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`- 每个实验是不是只动了写的那一处，有没有偷偷改进别的地方；\n- 核验员该判不通过却通过的、不该判却判了的；有修复的，修复是否只改被指出的地方。\n`,
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);
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}
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// ---- 第 4 样（沿不沿诊断指出的方向）----
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const direction = join(roundDir, "direction");
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mkdirSync(direction, { recursive: true });
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const settlement = board.diagnosisSettlement(round);
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jsonFile(join(direction, "diagnosis-direction.json"), {
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experiments: board.diagnosisExperiments(round),
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direction: settlement?.output.direction ?? null,
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outcomes: settlement?.output.experiments ?? null,
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judged: settlement?.judged.experiments ?? null,
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});
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const proposals = mine("proposal");
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text(
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join(direction, "proposals.txt"),
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proposals
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.map(
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(s) =>
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`${"=".repeat(20)} ${s.content.item}（${s.content.author}）\n${json(s.content.content)}`,
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)
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.join("\n"),
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);
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const candidates = ofKind(records, "protocol").filter(
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(p) => (p.content.protocol as { round: number }).round === round,
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);
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jsonFile(
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join(direction, "candidates.json"),
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candidates.map((p) => ({
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candidate: p.content.candidate,
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proposals: board.proposalsOf(p.content.candidate),
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protocol: p.content.protocol,
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chosen: board.decision("batch", round)?.output.chosen.includes(p.content.candidate) ?? null,
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})),
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);
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text(
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join(direction, "review.txt"),
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`任务书18第3.2节第4样的标注，只读本目录，中文直接回复，最后给一段 JSON：{"proposals":{"<提案编号>":"along"|"not"},"candidates":{"<候选编号>":"along"|"not"}}。\n` +
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`读 diagnosis-direction.json（本轮诊断推出的方向：direction.experiment 及它的实验原文、实测收益；found 为 false 时没有方向，全部标 not）、proposals.txt（本轮每位研究者交的原提案）、candidates.json（合并后的候选和冻结协议）。\n` +
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`判断每条提案、每个候选是否"沿着诊断指出的方向"：它动的地方或要换的做法，和诊断里收益最大的那个实验所动的地方属于同一处或明确把它当起点；只是在别处小步调参或走别的路线，标 not。同时逐条写一句理由，并写明提案正文有没有引用诊断结果。\n`,
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);
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index.push({ round, dir: roundDir, diagnosed: chosen.diagnose });
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}
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jsonFile(join(output, "index.json"), { study: dir, rounds: index });
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console.log(`审阅材料：${output}`);
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@@ -0,0 +1,352 @@
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import { execFileSync } from "node:child_process";
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import {
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appendFileSync,
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existsSync,
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mkdirSync,
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readFileSync,
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writeFileSync,
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} from "node:fs";
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import { loadavg, freemem, totalmem } from "node:os";
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import { join, resolve } from "node:path";
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import { fullAccounts, FULL_STOP } from "../lib/full.ts";
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import { jsonFile } from "../lib/forward.ts";
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import {
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sameContainerThroughResult,
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type ContainerSnapshot,
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} from "../lib/forward-evidence.ts";
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import { Board } from "../../src/materials/index.ts";
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import { ofKind, readLedger } from "../lib/ledger.ts";
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import { launch, sleep, waitForLedger, writeConfig } from "../lib/study.ts";
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import { watchTimeline } from "../lib/timeline.ts";
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// 任务书 18 第 3.1 节：从头真实跑一份诊断开、消融关的完整研究，到余额用完停在"导出还没写"。三份同时跑，由父会话各起一个进程；
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// 容器名带研究编号，这里只认本研究的，不和别的研究互相核对。
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// node eval/diagnosis/run.ts <研究编号> <绝对输出目录> [--kill-after-first-diagnosis-start] [--resume]
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const [name, output, ...extra] = process.argv.slice(2);
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// 选项：--kill-after-first-diagnosis-start（杀一次）、--resume（模型服务一时调不通而停下后接着跑，同一个研究目录）。
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const OPTIONS = ["--kill-after-first-diagnosis-start", "--resume"];
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const kill = extra.includes("--kill-after-first-diagnosis-start");
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const resume = extra.includes("--resume");
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if (
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!name ||
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!output ||
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extra.some((x) => !OPTIONS.includes(x)) ||
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new Set(extra).size !== extra.length ||
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output !== resolve(output)
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) {
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throw new Error(
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"用法：node eval/diagnosis/run.ts <研究编号> <绝对输出目录> [--kill-after-first-diagnosis-start] [--resume]",
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);
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}
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const out = output;
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const studyDir = join(out, "study");
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let config: string | null = null;
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if (resume) {
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if (!existsSync(studyDir)) throw new Error(`没有可续跑的研究：${studyDir}`);
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} else {
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if (existsSync(out)) throw new Error(`输出目录已存在，不覆盖现场：${out}`);
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mkdirSync(out, { recursive: true });
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config = writeConfig(
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"eval/diagnosis/research.json",
|
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join(out, "research.json"),
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name,
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null,
|
||||
);
|
||||
}
|
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|
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const daemonTime = () =>
|
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execFileSync("docker", ["info", "--format", "{{.SystemTime}}"], {
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encoding: "utf8",
|
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}).trim();
|
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const inspect = (
|
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container: string,
|
||||
): ContainerSnapshot & {
|
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Name: string;
|
||||
Created: string;
|
||||
State: {
|
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Running: boolean;
|
||||
StartedAt: string;
|
||||
FinishedAt: string;
|
||||
Status: string;
|
||||
};
|
||||
} =>
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JSON.parse(
|
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execFileSync("docker", ["inspect", container], { encoding: "utf8" }),
|
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)[0];
|
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|
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/** 事件点的重快照（进程列表、容器列表），照任务书 16 的 machine.jsonl 做法。 */
|
||||
function observe(label: string) {
|
||||
appendFileSync(
|
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join(out, "machine.jsonl"),
|
||||
`${JSON.stringify({
|
||||
at: new Date().toISOString(),
|
||||
label,
|
||||
processes: execFileSync("ps", ["-eo", "pid,ppid,lstart,args"], {
|
||||
encoding: "utf8",
|
||||
}),
|
||||
containers: execFileSync("docker", ["ps", "--no-trunc"], {
|
||||
encoding: "utf8",
|
||||
}),
|
||||
})}\n`,
|
||||
);
|
||||
}
|
||||
|
||||
/** 运行期间的轻量负载采样，几秒一条（任务书 17 第 3.1 节：和每次运行的 CPU/墙钟比对照，只列事实）。 */
|
||||
function sample() {
|
||||
appendFileSync(
|
||||
join(out, "machine.jsonl"),
|
||||
`${JSON.stringify({ at: new Date().toISOString(), label: "sample", load: loadavg(), memory: { total: totalmem(), free: freemem() } })}\n`,
|
||||
);
|
||||
}
|
||||
|
||||
function start(path: string | null) {
|
||||
observe(path === null ? "resume" : "start");
|
||||
const study = launch(path, studyDir, {});
|
||||
appendFileSync(
|
||||
join(out, "launches.jsonl"),
|
||||
`${JSON.stringify({ event: "start", pid: study.child.pid, at: new Date().toISOString(), config: path })}\n`,
|
||||
);
|
||||
const interrupt = () => study.child.kill("SIGINT");
|
||||
process.on("SIGINT", interrupt);
|
||||
study.done.then((end) => {
|
||||
process.off("SIGINT", interrupt);
|
||||
appendFileSync(
|
||||
join(out, "launches.jsonl"),
|
||||
`${JSON.stringify({ event: "end", pid: study.child.pid, at: new Date().toISOString(), ...end })}\n`,
|
||||
);
|
||||
});
|
||||
return study;
|
||||
}
|
||||
|
||||
const sampler = setInterval(sample, 5000);
|
||||
sampler.unref();
|
||||
let active = start(config);
|
||||
let killEvidence: {
|
||||
run: string;
|
||||
cell: string;
|
||||
round: number;
|
||||
killSeq: number;
|
||||
} | null = null;
|
||||
try {
|
||||
await waitForLedger(studyDir, active.child);
|
||||
let watching = watchTimeline(
|
||||
studyDir,
|
||||
active.child,
|
||||
join(out, "timeline.jsonl"),
|
||||
);
|
||||
if (kill) {
|
||||
// 盯住账本：第一个用途为 diagnosis 的运行确认启动之后、结果落账之前杀控制进程（照 eval/forward/run.ts 的 kill 做法）。
|
||||
let hit = false;
|
||||
while (active.child.exitCode === null && active.child.signalCode === null) {
|
||||
const records = readLedger(studyDir);
|
||||
const plan = ofKind(records, "runPlanned").find(
|
||||
(r) => r.content.purpose === "diagnosis",
|
||||
);
|
||||
if (plan !== undefined) {
|
||||
const run = plan.content.run;
|
||||
if (ofKind(records, "runResult").some((r) => r.content.run === run)) {
|
||||
throw new Error(
|
||||
"第一个诊断运行已经有结果了，未打中；保留现场，不改杀别的轮",
|
||||
);
|
||||
}
|
||||
const started = ofKind(records, "runStarted").find(
|
||||
(r) => r.content.run === run,
|
||||
);
|
||||
if (started !== undefined) {
|
||||
// 容器名是正式入口写在结构文档里的约定（inforsi-<研究编号>-<运行编号>），不 import flow 内部文件。
|
||||
const container = `inforsi-${name}-${run}`;
|
||||
// 从杀前划定历史事件区间，覆盖恢复启动到目标结果落账；不把 spawn 当成恢复已执行。
|
||||
const lifecycleSince = daemonTime();
|
||||
const before = inspect(container);
|
||||
jsonFile(join(out, "container-before.json"), before);
|
||||
if (!before.State.Running)
|
||||
throw new Error("第一个诊断容器已不在运行，未打中");
|
||||
jsonFile(join(out, "kill.json"), {
|
||||
run,
|
||||
cell: plan.content.object,
|
||||
round: plan.content.round,
|
||||
planSeq: plan.seq,
|
||||
startSeq: started.seq,
|
||||
beforeKillSeq: records.at(-1)!.seq,
|
||||
pid: active.child.pid,
|
||||
at: new Date().toISOString(),
|
||||
container,
|
||||
});
|
||||
if (!active.child.kill("SIGKILL")) throw new Error("未发出 SIGKILL");
|
||||
const killed = await active.done;
|
||||
await watching;
|
||||
if (killed.signal !== "SIGKILL")
|
||||
throw new Error("控制进程不是以 SIGKILL 结束");
|
||||
const atKill = readLedger(studyDir);
|
||||
jsonFile(join(out, "ledger-at-kill.json"), atKill);
|
||||
if (ofKind(atKill, "runResult").some((r) => r.content.run === run)) {
|
||||
throw new Error("杀后核对发现目标运行已经写结果，未打中；保留现场");
|
||||
}
|
||||
jsonFile(join(out, "container-after-kill.json"), inspect(container));
|
||||
observe("after-kill");
|
||||
jsonFile(
|
||||
join(out, "container-before-resume.json"),
|
||||
inspect(container),
|
||||
);
|
||||
killEvidence = {
|
||||
run,
|
||||
cell: plan.content.object!,
|
||||
round: plan.content.round,
|
||||
killSeq: atKill.at(-1)!.seq,
|
||||
};
|
||||
active = start(null);
|
||||
watching = watchTimeline(
|
||||
studyDir,
|
||||
active.child,
|
||||
join(out, "timeline.jsonl"),
|
||||
);
|
||||
let targetResult;
|
||||
while (true) {
|
||||
targetResult = ofKind(readLedger(studyDir), "runResult").find(
|
||||
(r) => r.content.run === run,
|
||||
);
|
||||
if (
|
||||
targetResult !== undefined ||
|
||||
active.child.exitCode !== null ||
|
||||
active.child.signalCode !== null
|
||||
)
|
||||
break;
|
||||
await sleep(100);
|
||||
}
|
||||
const lifecycleUntil = daemonTime();
|
||||
// Docker CLI 按时间回读，不依赖事件订阅的启动时序；原文全存，stats 核对缓存上限和目标 die。
|
||||
writeFileSync(
|
||||
join(out, "container-events.jsonl"),
|
||||
execFileSync(
|
||||
"docker",
|
||||
[
|
||||
"events",
|
||||
"--since",
|
||||
lifecycleSince,
|
||||
"--until",
|
||||
lifecycleUntil,
|
||||
"--format",
|
||||
"{{json .}}",
|
||||
],
|
||||
{ encoding: "utf8" },
|
||||
),
|
||||
);
|
||||
jsonFile(join(out, "container-events-window.json"), {
|
||||
since: lifecycleSince,
|
||||
until: lifecycleUntil,
|
||||
run,
|
||||
resultSeq: targetResult?.seq ?? null,
|
||||
});
|
||||
if (targetResult === undefined)
|
||||
throw new Error(
|
||||
"恢复进程没有交出目标结果，生命周期证据不完整；保留现场",
|
||||
);
|
||||
hit = true;
|
||||
break;
|
||||
}
|
||||
}
|
||||
await sleep(100);
|
||||
}
|
||||
if (!hit)
|
||||
throw new Error(
|
||||
`没有打中第一个诊断运行：${JSON.stringify(await active.done)}`,
|
||||
);
|
||||
}
|
||||
await watching;
|
||||
const end = await active.done;
|
||||
jsonFile(join(out, "outcome.json"), end);
|
||||
observe("end");
|
||||
const records = readLedger(studyDir);
|
||||
const accounts = fullAccounts(records);
|
||||
jsonFile(join(out, "accounts.json"), accounts);
|
||||
|
||||
// 杀进程的三条检查（任务书 17 第 3.1 节）：①恢复按容器名接着等同一个容器、没有重跑；②只扣一次；③结果照常写入、结算和后续步骤走完。
|
||||
if (killEvidence !== null) {
|
||||
const evidence = JSON.parse(
|
||||
readFileSync(join(out, "kill.json"), "utf8"),
|
||||
) as { run: string; cell: string; round: number; container: string };
|
||||
const snapshots = (["before", "after-kill", "before-resume"] as const).map(
|
||||
(part) =>
|
||||
JSON.parse(
|
||||
readFileSync(join(out, `container-${part}.json`), "utf8"),
|
||||
) as ContainerSnapshot,
|
||||
);
|
||||
const lifecycle = readFileSync(join(out, "container-events.jsonl"), "utf8")
|
||||
.split("\n")
|
||||
.filter(Boolean)
|
||||
.map((line) => JSON.parse(line));
|
||||
const lifecycleChecks = sameContainerThroughResult(
|
||||
snapshots,
|
||||
lifecycle,
|
||||
evidence.container,
|
||||
);
|
||||
const target = accounts.runs.find(
|
||||
(r) => r.plan.content.run === evidence.run,
|
||||
)!;
|
||||
const cellPlans = accounts.runs.filter(
|
||||
(r) =>
|
||||
r.plan.content.purpose === "diagnosis" &&
|
||||
r.plan.content.object === evidence.cell,
|
||||
);
|
||||
const board = new Board(records);
|
||||
const settlement = board.diagnosisSettlement(evidence.round);
|
||||
const settlementSeq = ofKind(records, "diagnosisSettlement").find(
|
||||
(r) => r.content.round === evidence.round,
|
||||
)!.seq;
|
||||
// 选中的每个实验：核验不通过拿掉的记在 dropped，其余都在逐实验判分里有一行。
|
||||
const chosen = board.decision("selectDiagnosis", evidence.round)!.output.chosen;
|
||||
const perExperimentRecorded =
|
||||
settlement !== undefined &&
|
||||
chosen.every(
|
||||
(e) =>
|
||||
settlement.dropped.some((d) => d.experiment === e) ||
|
||||
settlement.judged.experiments.some((x) => x.id === e),
|
||||
);
|
||||
const report = {
|
||||
evidence,
|
||||
killSeq: killEvidence.killSeq,
|
||||
snapshotMeaning: "杀前、杀后、恢复启动前；没有把快照当成恢复完成的证据",
|
||||
lifecycleChecks,
|
||||
checks: {
|
||||
sameContainerNoRerun:
|
||||
Object.values(lifecycleChecks).every(Boolean) &&
|
||||
cellPlans.length === 1 &&
|
||||
target.starts.length === 1,
|
||||
chargedOnce: target.starts.length === 1,
|
||||
resultSettledAndFinished:
|
||||
target.results.length === 1 &&
|
||||
target.results[0]!.seq > killEvidence.killSeq &&
|
||||
settlement !== undefined &&
|
||||
settlement.run === evidence.run &&
|
||||
perExperimentRecorded &&
|
||||
ofKind(records, "stageOpen").some(
|
||||
(o) =>
|
||||
o.content.stage === "proposal" &&
|
||||
o.content.round === evidence.round &&
|
||||
o.seq > settlementSeq,
|
||||
) &&
|
||||
accounts.halt !== null &&
|
||||
accounts.halt.reason === FULL_STOP,
|
||||
},
|
||||
};
|
||||
jsonFile(join(out, "kill-report.json"), report);
|
||||
}
|
||||
|
||||
if (
|
||||
end.code !== 0 ||
|
||||
!accounts.checks.haltedAtExport ||
|
||||
!accounts.checks.chargedEqualsStarts
|
||||
) {
|
||||
throw new Error(
|
||||
`没有走到"导出还没写"或账目不平，保留现场；查明原因后用 npm run eval:study -- --resume --dir ${studyDir} 续跑：${JSON.stringify(end)}`,
|
||||
);
|
||||
}
|
||||
console.log(`研究走完：${studyDir}。仍需 export、stats 和独立质量审阅。`);
|
||||
} finally {
|
||||
clearInterval(sampler);
|
||||
if (active.child.exitCode === null && active.child.signalCode === null) {
|
||||
active.child.kill("SIGINT");
|
||||
await active.done;
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,400 @@
|
||||
import { existsSync, mkdirSync, readFileSync, writeFileSync } from "node:fs";
|
||||
import { join, resolve } from "node:path";
|
||||
import { DatabaseSync } from "node:sqlite";
|
||||
import type { TaskMaterial } from "../../src/materials/index.ts";
|
||||
import { diagnosisAccounts } from "../lib/diagnosis.ts";
|
||||
import { cpuRatio, CPU_RATIO_FLAG } from "../lib/full.ts";
|
||||
import { frozenConfig, jsonFile } from "../lib/forward.ts";
|
||||
import { ofKind, readLedger } from "../lib/ledger.ts";
|
||||
import { lightCheckUsage } from "../lib/light-checks.ts";
|
||||
import { readTimeline } from "../lib/timeline.ts";
|
||||
|
||||
// 任务书 18 第 3.2 节第 2、4、5、6、7 样里能由账本算出的数字。只算事实、不作质量判断
|
||||
// （第 1、3 样和"提案是否沿诊断方向"由全新上下文的子 Agent 读 eval/diagnosis/export.ts 的材料）。
|
||||
// 第 4 样"沿这个方向"的列来自子 Agent 的标注文件 labels.json（可选）：
|
||||
// { "<研究编号>": { "<轮次>": { "proposals": { "<提案编号>": "along"|"not" }, "candidates": { "<候选编号>": "along"|"not" } } } }
|
||||
// node eval/diagnosis/stats.ts <全新绝对统计输出目录> [--labels <labels.json>] <研究输出目录>...
|
||||
const args = process.argv.slice(2);
|
||||
const output = args.shift();
|
||||
let labelsPath: string | null = null;
|
||||
if (args[0] === "--labels") {
|
||||
args.shift();
|
||||
labelsPath = args.shift() ?? null;
|
||||
}
|
||||
const dirs = args;
|
||||
if (!output || dirs.length === 0 || output !== resolve(output)) {
|
||||
throw new Error(
|
||||
"用法：node eval/diagnosis/stats.ts <全新绝对统计输出目录> [--labels <labels.json>] <研究输出目录>...",
|
||||
);
|
||||
}
|
||||
mkdirSync(output);
|
||||
|
||||
type Label = "along" | "not";
|
||||
type Labels = Record<
|
||||
string,
|
||||
Record<
|
||||
string,
|
||||
{ proposals: Record<string, Label>; candidates: Record<string, Label> }
|
||||
>
|
||||
>;
|
||||
const labels: Labels =
|
||||
labelsPath === null ? {} : JSON.parse(readFileSync(labelsPath, "utf8"));
|
||||
|
||||
const f = (v: number | null | undefined, d = 6) =>
|
||||
v === null || v === undefined ? "—" : v.toFixed(d);
|
||||
const e3 = (v: number | null | undefined) =>
|
||||
v === null || v === undefined ? "—" : v.toExponential(3);
|
||||
const range = (r: { q1: number; q5: number; q9: number } | null) =>
|
||||
r === null ? "—" : `${f(r.q1)}/${f(r.q5)}/${f(r.q9)}`;
|
||||
|
||||
// 旧研究（任务书 17 的 B、D）和参考项目逐轮采纳分数。
|
||||
const OLD = "/home/iomgaa/inforsi-eval/2026-10-04-task17";
|
||||
const oldTrajectory = (x: "b" | "d") => {
|
||||
const stats = JSON.parse(
|
||||
readFileSync(join(OLD, `stats-${x}`, "stats.json"), "utf8"),
|
||||
) as Array<{
|
||||
study: string;
|
||||
accounts: { rounds: Array<{ round: number; adoptedScore: number | null }> };
|
||||
}>;
|
||||
return {
|
||||
name: stats[0]!.study,
|
||||
scores: stats[0]!.accounts.rounds.map((r) => r.adoptedScore),
|
||||
};
|
||||
};
|
||||
function referenceTrajectory(study: string) {
|
||||
const db = new DatabaseSync(
|
||||
`/home/iomgaa/rb-acceptance/${study}/board.sqlite`,
|
||||
{ readOnly: true },
|
||||
);
|
||||
try {
|
||||
const rows = (kind: string) =>
|
||||
(
|
||||
db
|
||||
.prepare("SELECT payload FROM facts WHERE kind = ? ORDER BY created_seq")
|
||||
.all(kind) as Array<{ payload: string }>
|
||||
).map((r) => JSON.parse(r.payload));
|
||||
const obs = rows("run-observation") as Array<{
|
||||
runId: string;
|
||||
finalMetric: { value: number | null };
|
||||
}>;
|
||||
return (
|
||||
rows("adoption") as Array<{ adoptedRunId: string | null }>
|
||||
).map((a) =>
|
||||
a.adoptedRunId === null
|
||||
? null
|
||||
: obs.find((o) => o.runId === a.adoptedRunId)!.finalMetric.value,
|
||||
);
|
||||
} finally {
|
||||
db.close();
|
||||
}
|
||||
}
|
||||
|
||||
const summaries = dirs.map((dir) => {
|
||||
const studyDir = join(dir, "study");
|
||||
const records = readLedger(studyDir);
|
||||
const config = frozenConfig(records);
|
||||
const accounts = diagnosisAccounts(records);
|
||||
const study = config.studyId;
|
||||
const studyLabels = labels[study] ?? {};
|
||||
|
||||
// 轻量检查：实现/修复/诊断实现调用用了几次，有没有超过配置上限。
|
||||
const lightChecks = ofKind(records, "callStarted")
|
||||
.filter((c) =>
|
||||
[
|
||||
"implementation",
|
||||
"repair",
|
||||
"diagnosisImplementation",
|
||||
"diagnosisRepair",
|
||||
].includes((c.content.materials as TaskMaterial).kind),
|
||||
)
|
||||
.map((c) => {
|
||||
const sessions = join(studyDir, "calls", c.content.call, "sessions");
|
||||
return {
|
||||
call: c.content.call,
|
||||
seq: c.seq,
|
||||
...(existsSync(sessions)
|
||||
? lightCheckUsage(sessions, config.lightChecks.maxCount)
|
||||
: {
|
||||
maxCount: config.lightChecks.maxCount,
|
||||
pass: false,
|
||||
note: "会话目录不存在",
|
||||
}),
|
||||
};
|
||||
});
|
||||
|
||||
// CPU 时间 / 墙钟时间之比，并附同时段机器负载。
|
||||
const timeline = existsSync(join(dir, "timeline.jsonl"))
|
||||
? readTimeline(join(dir, "timeline.jsonl"))
|
||||
: [];
|
||||
const atOf = (seq: number) => timeline.find((t) => t.seq === seq)?.at ?? null;
|
||||
const machine = existsSync(join(dir, "machine.jsonl"))
|
||||
? readFileSync(join(dir, "machine.jsonl"), "utf8")
|
||||
.split("\n")
|
||||
.filter(Boolean)
|
||||
.map(
|
||||
(line) =>
|
||||
JSON.parse(line) as { at: string; label: string; load?: number[] },
|
||||
)
|
||||
: [];
|
||||
const ratios = accounts.runs.map((r) => {
|
||||
const result = r.results[0] ?? null;
|
||||
const ratio = result === null ? null : cpuRatio(result.content);
|
||||
const start = r.starts[0] === undefined ? null : atOf(r.starts[0].seq);
|
||||
const end = result === null ? null : atOf(result.seq);
|
||||
const samples =
|
||||
start === null || end === null
|
||||
? []
|
||||
: machine
|
||||
.filter(
|
||||
(m) =>
|
||||
m.label === "sample" &&
|
||||
Date.parse(m.at) >= start &&
|
||||
Date.parse(m.at) <= end,
|
||||
)
|
||||
.map((m) => ({ at: m.at, load: m.load }));
|
||||
return {
|
||||
run: r.plan.content.run,
|
||||
purpose: r.plan.content.purpose,
|
||||
round: r.plan.content.round,
|
||||
ratio,
|
||||
flagged: ratio !== null && ratio < CPU_RATIO_FLAG,
|
||||
start: start === null ? null : new Date(start).toISOString(),
|
||||
end: end === null ? null : new Date(end).toISOString(),
|
||||
meanLoad1:
|
||||
samples.length === 0
|
||||
? null
|
||||
: samples.reduce((s, x) => s + x.load![0]!, 0) / samples.length,
|
||||
};
|
||||
});
|
||||
const measuredRatios = ratios.filter((r) => r.ratio !== null);
|
||||
|
||||
const killPath = join(dir, "kill-report.json");
|
||||
const kill = existsSync(killPath)
|
||||
? (JSON.parse(readFileSync(killPath, "utf8")) as {
|
||||
evidence: unknown;
|
||||
checks: Record<string, boolean>;
|
||||
})
|
||||
: null;
|
||||
|
||||
// 第 4 样：每轮一行。
|
||||
const dr = accounts.diagnosisRounds;
|
||||
const table4 = dr.map((r) => {
|
||||
const d = r.direction;
|
||||
const label = studyLabels[String(r.round)];
|
||||
const proposals = board4(records, r.round);
|
||||
const proposalLabels = proposals.map((p) => label?.proposals[p.id] ?? null);
|
||||
const candidateRows = r.forward.map((c) => ({
|
||||
...c,
|
||||
chosen: true,
|
||||
label: label?.candidates[c.candidate] ?? null,
|
||||
}));
|
||||
const along = candidateRows.filter((c) => c.label === "along");
|
||||
const diagGain = d === null ? null : d.gain;
|
||||
return {
|
||||
round: r.round,
|
||||
direction:
|
||||
d === null
|
||||
? r.diagnosed
|
||||
? "诊断未结算"
|
||||
: "本轮没有诊断"
|
||||
: d.found
|
||||
? `${d.experiment}（${d.gains.find((g) => g.experiment === d.experiment)!.measured ? "实测" : "估计"}收益 ${f(d.gain)}）`
|
||||
: `没有指出能涨分的方向（最大收益 ${f(d.gain)}，${d.experiment}）`,
|
||||
found: d?.found ?? null,
|
||||
diagnosisGain: diagGain,
|
||||
proposalCount: proposals.length,
|
||||
proposalsAlong:
|
||||
label === undefined ? null : proposalLabels.filter((x) => x === "along").length,
|
||||
proposalsCiteDiagnosis: proposals.filter((p) => p.cites).length,
|
||||
candidatesAlong: label === undefined ? null : along.length,
|
||||
alongChosen: label === undefined ? null : along.length,
|
||||
candidates: candidateRows.map((c) => ({
|
||||
candidate: c.candidate,
|
||||
label: c.label,
|
||||
gain: c.gain,
|
||||
vsDiagnosis:
|
||||
c.gain === null || diagGain === null
|
||||
? null
|
||||
: c.gain > diagGain
|
||||
? "高于诊断实测"
|
||||
: "不高于诊断实测",
|
||||
})),
|
||||
adopted: accounts.rounds.find((x) => x.round === r.round)?.adopted ?? null,
|
||||
// 诊断指出了方向却没有人沿它提（有标注才判）。
|
||||
directionNotFollowed:
|
||||
label === undefined || d === null || !d.found
|
||||
? null
|
||||
: proposalLabels.every((x) => x === "not"),
|
||||
};
|
||||
});
|
||||
|
||||
const pass =
|
||||
Object.values(accounts.diagnosisChecks).every(Boolean) &&
|
||||
lightChecks.every((c) => c.pass) &&
|
||||
(kill === null || Object.values(kill.checks).every(Boolean));
|
||||
return {
|
||||
dir,
|
||||
study,
|
||||
accounts,
|
||||
lightChecks,
|
||||
ratios,
|
||||
cpuRatioMin:
|
||||
measuredRatios.length === 0
|
||||
? null
|
||||
: Math.min(...measuredRatios.map((r) => r.ratio!)),
|
||||
kill,
|
||||
table4,
|
||||
pass,
|
||||
};
|
||||
});
|
||||
|
||||
/** 本轮的原提案：编号和是否出现"诊断"字样（机械统计，不是"沿方向"的判断）。 */
|
||||
function board4(
|
||||
records: ReturnType<typeof readLedger>,
|
||||
round: number,
|
||||
): Array<{ id: string; cites: boolean }> {
|
||||
const stage = `r${round}-proposal`;
|
||||
const latest = new Map<string, (typeof records)[number]>();
|
||||
for (const r of records) {
|
||||
if (r.kind === "submission" && r.content.stageId === stage) {
|
||||
latest.set(`${r.content.author}/${r.content.item}`, r);
|
||||
}
|
||||
}
|
||||
return [...latest.values()].map((r) => {
|
||||
if (r.kind !== "submission") throw new Error("不可能");
|
||||
return {
|
||||
id: r.content.item!,
|
||||
cites: /诊断|diagnos/i.test(JSON.stringify(r.content.content)),
|
||||
};
|
||||
});
|
||||
}
|
||||
|
||||
jsonFile(join(output, "stats.json"), summaries);
|
||||
|
||||
const oldB = oldTrajectory("b");
|
||||
const oldD = oldTrajectory("d");
|
||||
const refs = ["15-real-1", "15-tight-2", "16-real-1"].map((s) => ({
|
||||
name: s,
|
||||
scores: referenceTrajectory(s),
|
||||
}));
|
||||
|
||||
const text: string[] = [];
|
||||
for (const s of summaries) {
|
||||
const a = s.accounts;
|
||||
text.push(
|
||||
`${"=".repeat(70)}`,
|
||||
`研究 ${s.study}（${s.dir}）`,
|
||||
`第 7 样 程序账目`,
|
||||
`确认启动：基线 ${a.confirmedStarts.baseline}、诊断 ${a.runs.filter((r) => r.plan.content.purpose === "diagnosis" && r.starts.length > 0).length}、正向 ${a.confirmedStarts.forward}、消融 ${a.confirmedStarts.ablation}，共 ${a.confirmedStarts.total}；扣次 ${a.balance.charged}，余额 ${a.balance.balance}，占用 ${a.balance.reserved}；已知最好 ${f(a.knownBest)}`,
|
||||
`停下：${a.halt === null ? "（没有停下事件）" : a.halt.reason}`,
|
||||
`账目核对：${Object.entries(a.diagnosisChecks)
|
||||
.map(([k, v]) => `${k}=${v ? "过" : "不过"}`)
|
||||
.join("、")}`,
|
||||
`轻量检查：${s.lightChecks.every((c) => c.pass) ? "全部在上限内" : "有超限或会话缺失，见 stats.json"}`,
|
||||
`CPU/墙钟比：${s.ratios.filter((r) => r.ratio !== null).length} 次运行有比值，最小 ${f(s.cpuRatioMin, 3)}；低于 ${CPU_RATIO_FLAG} 的：${s.ratios.filter((r) => r.flagged).map((r) => `${r.run}=${r.ratio!.toFixed(3)}（同时段 1 分钟负载均值 ${f(r.meanLoad1, 1)}）`).join("、") || "没有"}`,
|
||||
s.kill === null
|
||||
? "杀进程：这份没做"
|
||||
: `杀进程：${Object.entries(s.kill.checks).map(([k, v]) => `${k}=${v ? "过" : "不过"}`).join("、")}`,
|
||||
"",
|
||||
"每次诊断：轮 | 余额(开轮前) | 诊断 | 选中实验 | 核验次 | 修复次 | 拿掉 | 跑了 | 扣次 | 预测冻结早于启动 | 结算数",
|
||||
);
|
||||
for (const r of a.diagnosisRounds) {
|
||||
text.push(
|
||||
`${r.round} | ${r.balanceBefore} | ${r.expectedDiagnosis ? (r.diagnosed ? "做" : "不做") : "无（余额<2）"} | ${r.chosen.join(",") || "—"} | ${r.verificationCount} | ${r.repairCount} | ${r.droppedCount} | ${r.ranCount} | ${r.charged} | ${r.predictionBeforeStart === null ? "—" : r.predictionBeforeStart ? "是" : "否"} | ${r.settlementCount}`,
|
||||
);
|
||||
}
|
||||
text.push(
|
||||
"",
|
||||
"每个实验：轮 | 实验 | 作者 | 动哪处 | 选中 | 结局 | 实测 | 改进量 | 用时秒 | ending | 世界比特 | 惊讶比特 | 没做原因/拿掉原因",
|
||||
);
|
||||
for (const r of a.diagnosisRounds) {
|
||||
for (const x of r.experiments) {
|
||||
text.push(
|
||||
`${r.round} | ${x.id} ${x.name} | ${x.authors.join("+")} | ${x.spot} | ${x.chosen ? "是" : "否"} | ${x.outcome ?? "—"} | ${f(x.score)} | ${f(x.gain)} | ${f(x.wallSeconds, 2)} | ${x.ending ?? "—"} | ${f(x.worldBits, 4)} | ${f(x.surprise, 4)} | ${x.dropped ?? (x.skipReason === null ? "—" : `${x.skipReason}（含它最好组合净值 ${e3(x.skipBestNet)}）`)}`,
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
text.push("", "第 2 样 选实验：每轮合并实验、事前期望收益、各组合价值/成本/净值、选了谁");
|
||||
for (const r of a.diagnosisRounds) {
|
||||
if (!r.expectedDiagnosis) {
|
||||
text.push(`第 ${r.round} 轮：余额 ${r.balanceBefore} < 2，无诊断记录`);
|
||||
continue;
|
||||
}
|
||||
text.push(
|
||||
`第 ${r.round} 轮（基线 ${f(r.baselineScore)}，参数 ${JSON.stringify(r.selectParams)}，ĝ₀ ${f(r.g0)}）：${r.diagnosed ? `做，选 ${r.chosen.join("、")}，净值 ${e3(r.chosenNet)}` : "不做（所有组合净值都不大于 1e-12）"}`,
|
||||
...r.experiments.map(
|
||||
(x) =>
|
||||
` ${x.id} ${x.name}：事前期望收益 ${f(x.priorGain)}；事前合并范围 ${range(x.merged)}`,
|
||||
),
|
||||
...r.combos.map(
|
||||
(c) =>
|
||||
` 组合 {${c.experiments.join(",")}}：VOI ${e3(c.voi)}，价值 ${e3(c.value)}，成本 ${e3(c.cost)}，净值 ${e3(c.net)}（R̂ ${c.rHat}，m′ ${f(c.mPrime, 4)}）`,
|
||||
),
|
||||
);
|
||||
}
|
||||
|
||||
text.push("", "第 4 样 诊断有没有改变走向（'沿方向'列需子 Agent 标注 labels.json，没有就写 —）");
|
||||
text.push("轮 | 诊断推出的方向 | 本轮提案数 | 提案引用'诊断'字样 | 沿方向的提案 | 沿方向的候选(选批进了几个) | 采纳 | 各入选候选：标注/正向改进量/对比诊断实测");
|
||||
for (const t of s.table4) {
|
||||
text.push(
|
||||
`${t.round} | ${t.direction} | ${t.proposalCount} | ${t.proposalsCiteDiagnosis} | ${t.proposalsAlong ?? "—"} | ${t.candidatesAlong ?? "—"} | ${t.adopted ?? "没有"} | ${t.candidates.map((c) => `${c.candidate}:${c.label ?? "—"}/${f(c.gain)}/${c.vsDiagnosis ?? "—"}`).join("；")}`,
|
||||
);
|
||||
}
|
||||
text.push(
|
||||
`诊断指出方向却无人沿它提的轮次：${
|
||||
s.table4.some((t) => t.directionNotFollowed === null && t.found === true)
|
||||
? "待标注"
|
||||
: s.table4.filter((t) => t.directionNotFollowed).map((t) => t.round).join("、") || "没有"
|
||||
}`,
|
||||
);
|
||||
|
||||
text.push("", "第 5 样 预测准不准、分不分得开");
|
||||
for (const r of a.diagnosisRounds) {
|
||||
if (r.predictionRows.length === 0 && r.mergedRows.length === 0) {
|
||||
text.push(`第 ${r.round} 轮：没有有效实验可对`);
|
||||
continue;
|
||||
}
|
||||
const byAuthor = new Map<string, typeof r.predictionRows>();
|
||||
for (const p of r.predictionRows) {
|
||||
byAuthor.set(p.author, [...(byAuthor.get(p.author) ?? []), p]);
|
||||
}
|
||||
text.push(`第 ${r.round} 轮：`);
|
||||
for (const [author, rows] of byAuthor) {
|
||||
const bands = { "<q1": 0, "[q1,q5)": 0, "[q5,q9]": 0, ">q9": 0 } as Record<string, number>;
|
||||
for (const p of rows) bands[p.band] = bands[p.band]! + 1;
|
||||
text.push(
|
||||
` ${author}：${rows.length} 对，落点 ${JSON.stringify(bands)}，覆盖率 ${rows.filter((p) => p.covered).length}/${rows.length}`,
|
||||
);
|
||||
}
|
||||
const mb = { "<q1": 0, "[q1,q5)": 0, "[q5,q9]": 0, ">q9": 0 } as Record<string, number>;
|
||||
for (const p of r.mergedRows) mb[p.band] = mb[p.band]! + 1;
|
||||
text.push(
|
||||
` 合并：${r.mergedRows.length} 个实验，落点 ${JSON.stringify(mb)}，覆盖率 ${r.mergedRows.filter((p) => p.covered).length}/${r.mergedRows.length}`,
|
||||
` 同轮各实验合并中位数差距：${r.experimentGap === null ? "—" : `最大减最小 ${f(r.experimentGap.maxMinusMin)}，相邻最小间隔 ${f(r.experimentGap.minPairwise)}`}；同轮正向候选合并中位数差距：${r.candidateGap === null ? "—" : `最大减最小 ${f(r.candidateGap.maxMinusMin)}，相邻最小间隔 ${f(r.candidateGap.minPairwise)}`}`,
|
||||
);
|
||||
}
|
||||
|
||||
text.push("", "第 6 样 逐轮走向与候选");
|
||||
for (const r of a.rounds) {
|
||||
const dRound = a.diagnosisRounds.find((x) => x.round === r.round)!;
|
||||
text.push(
|
||||
`第 ${r.round} 轮（基线 ${r.baseline}）：诊断${dRound.diagnosed ? `做了，${dRound.ranCount} 个实验` : dRound.expectedDiagnosis ? "没做（净值不大于 0）" : "没有（余额<2）"}；采纳 ${r.adopted ?? "没有"}${r.adoptedScore === null ? "" : `，分数 ${f(r.adoptedScore)}，离已知最好 ${f(r.knownBestGap)}`}`,
|
||||
...r.candidates.map(
|
||||
(c) =>
|
||||
` 候选 ${c.candidate}：实测 ${f(c.score)}，合并 ${range(c.merged)}，落点 ${c.band ?? "—"}，作者自评 ${c.authorEstimates.map((u) => `${u.author} ${range(u.range)}`).join("、") || "—"}${c.notRunEvents.length > 0 ? "，不跑：" + c.notRunEvents[0]!.reason : ""}`,
|
||||
),
|
||||
);
|
||||
}
|
||||
const curve = a.rounds.map((r) => r.adoptedScore);
|
||||
text.push(
|
||||
`采纳分数曲线 ${s.study}：${curve.map((x) => f(x)).join(" → ")}`,
|
||||
`并排：${oldB.name}（无诊断、消融开）${oldB.scores.map((x) => f(x)).join(" → ")}；${oldD.name} ${oldD.scores.map((x) => f(x)).join(" → ")}；${refs.map((x) => `${x.name} ${x.scores.map((y) => f(y)).join(" → ")}`).join("；")}`,
|
||||
"",
|
||||
);
|
||||
}
|
||||
writeFileSync(join(output, "stats.txt"), `${text.join("\n")}\n`);
|
||||
console.log(
|
||||
`统计：${output}；${summaries.length} 份研究的逐研究账目检查${summaries.every((s) => s.pass) ? "通过" : "未通过"}。研究质量判断仍待独立审阅。`,
|
||||
);
|
||||
if (!summaries.every((s) => s.pass)) process.exitCode = 1;
|
||||
Reference in New Issue
Block a user