feat(web): 因子研究升级 + 因子组合页
- 因子元数据增加 brief 使用简介(后端 FactorDef + /api/factors 返回,9 个内置因子补齐文案) - 因子研究页: · 时间默认「今日 ~ 近 6 个月」 · 因子多选,逐个跑 IC/RankIC Job 并分卡展示报告 · 目录显示使用简介,行点击展开公式/方向/用法详解 · 新增计分规则说明与「去因子组合」入口 - 因子组合页 /factors/compose:多因子勾选+权重、组合得分规则说明(z-score×权重求和→TopN), 可配 topN/调仓/区间/ST,一键回测 Job → 净值/回撤/月度/未建模标注 - 回测页时间默认同样近 6 月 - 验证:tsc + next build 通过;组合回测(momentum_60×1.5 + volatility_60×1.0)Job 成功归档 EXP-330CAAAE(-13.51%,交易 20);后端 factors/research/api 相关测试通过 / ruff clean
This commit is contained in:
@@ -4,151 +4,269 @@ import { useEffect, useState } from "react";
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import { apiGet } from "@/lib/api";
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import { submitJob, waitJob } from "@/lib/jobs";
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import type { FactorMeta, FactorTestReport, ResearchSpec } from "@/lib/types";
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import { recentRange } from "@/lib/dates";
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export default function FactorsPage() {
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const [factors, setFactors] = useState<FactorMeta[]>([]);
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const [name, setName] = useState("momentum_60");
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const [start, setStart] = useState("2024-03-01");
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const [end, setEnd] = useState("2024-12-31");
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const [report, setReport] = useState<FactorTestReport | null>(null);
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const [checked, setChecked] = useState<Set<string>>(new Set());
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const [expanded, setExpanded] = useState<Set<string>>(new Set());
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const [start, setStart] = useState("");
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const [end, setEnd] = useState("");
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const [reports, setReports] = useState<Record<string, FactorTestReport>>({});
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const [running, setRunning] = useState(false);
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const [current, setCurrent] = useState<{ idx: number; total: number; name: string } | null>(null);
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const [jobId, setJobId] = useState("");
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const [error, setError] = useState("");
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useEffect(() => {
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apiGet<FactorMeta[]>("/factors")
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.then(setFactors)
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.then((list) => {
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setFactors(list);
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// 默认勾选两个代表性因子
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const picks = ["momentum_60", "volatility_60"].filter((n) => list.some((f) => f.name === n));
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setChecked(new Set(picks));
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})
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.catch((e: Error) => setError(e.message));
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// 区间默认:近 6 个月(客户端设置,避免 SSR 日期不一致)
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const { start: s, end: e } = recentRange();
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setStart(s);
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setEnd(e);
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}, []);
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function toggleCheck(name: string) {
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setChecked((prev) => {
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const next = new Set(prev);
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if (next.has(name)) next.delete(name);
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else next.add(name);
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return next;
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});
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}
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function toggleExpand(name: string) {
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setExpanded((prev) => {
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const next = new Set(prev);
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if (next.has(name)) next.delete(name);
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else next.add(name);
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return next;
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});
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}
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async function run() {
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const names = factors.map((f) => f.name).filter((n) => checked.has(n));
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if (names.length === 0) {
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setError("请至少选择一个因子");
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return;
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}
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setRunning(true);
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setError("");
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setJobId("");
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setReport(null);
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setReports({});
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try {
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const spec: ResearchSpec = {
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type: "factor_test",
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universe: { exclude_st: true, min_listing_days: 0 },
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factors: [{ name, weight: 1 }],
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selection: { top_n: 10 },
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rebalance: "monthly",
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period: [start, end],
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};
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// 异步 Job:立即返回 job_id,后台执行后轮询取结果(全市场可能数十秒)
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const { job_id } = await submitJob(spec);
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setJobId(job_id);
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const out = await waitJob<FactorTestReport>(job_id);
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if (out.status === "success" && out.result) {
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setReport(out.result);
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} else {
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setError(`任务${out.status}${out.error ? `:${out.error}` : ""}`);
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let index = 0;
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for (const name of names) {
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index += 1;
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setCurrent({ idx: index, total: names.length, name });
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const spec: ResearchSpec = {
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type: "factor_test",
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universe: { exclude_st: true, min_listing_days: 0 },
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factors: [{ name, weight: 1 }],
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selection: { top_n: 10 },
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rebalance: "monthly",
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period: [start, end],
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};
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const { job_id } = await submitJob(spec);
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setJobId(job_id);
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const out = await waitJob<FactorTestReport>(job_id);
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if (out.status === "success" && out.result) {
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const report = out.result;
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setReports((prev) => ({ ...prev, [name]: report }));
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} else {
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const msg = `因子 ${name}:${out.status}${out.error ? `:${out.error}` : ""}`;
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setError((prev) => (prev ? `${prev}\n${msg}` : msg));
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}
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}
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} catch (e) {
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setError((e as Error).message);
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} finally {
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setRunning(false);
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setCurrent(null);
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setJobId("");
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}
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}
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const selectedCount = checked.size;
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const doneCount = Object.keys(reports).length;
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return (
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<>
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<h1>因子研究</h1>
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<div className="card">
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<h2>因子目录(行情因子 · 无未来函数)</h2>
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<div className="muted" style={{ marginBottom: 8 }}>
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勾选因子后可多选;点击行展开详细说明。每个因子运行一次独立的 IC/RankIC 测试并归档。
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<a href="/factors/compose" style={{ marginLeft: 8, color: "#38bdf8" }}>
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用这些因子搭建选股组合 → 因子组合
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</a>
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</div>
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<table>
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<thead>
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<tr>
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<th>名称</th>
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<th>描述</th>
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<th>公式</th>
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<th></th>
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<th>因子</th>
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<th>回看</th>
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<th>方向</th>
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<th>简介(用法 / 何时有效)</th>
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</tr>
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</thead>
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<tbody>
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{factors.map((f) => (
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<tr key={f.name}>
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<td>{f.name}</td>
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<td>{f.description}</td>
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<td className="muted">{f.formula}</td>
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<td>{f.lookback}</td>
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<td>{f.direction === "higher_is_better" ? "高为好" : "低为好"}</td>
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</tr>
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<FactorRow
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key={f.name}
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factor={f}
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checked={checked.has(f.name)}
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expanded={expanded.has(f.name)}
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onToggleCheck={() => toggleCheck(f.name)}
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onToggleExpand={() => toggleExpand(f.name)}
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/>
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))}
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</tbody>
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</table>
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<div className="muted" style={{ marginTop: 6 }}>
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计分规则:每因子在每日横截面上 z-score 标准化(低为好自动取负),组合页可按权重叠加得分选股;
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本页单个因子测试各自归档为 Experiment,可去「实验」页查看与复跑。
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</div>
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</div>
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<div className="card">
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<h2>运行单因子测试(IC / RankIC / 分层)</h2>
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<div className="row">
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<select value={name} onChange={(e) => setName(e.target.value)}>
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{factors.map((f) => (
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<option key={f.name} value={f.name}>
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{f.name}
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</option>
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))}
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</select>
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<label className="muted">
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开始 <input type="date" value={start} onChange={(e) => setStart(e.target.value)} />
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</label>
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<label className="muted">
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结束 <input type="date" value={end} onChange={(e) => setEnd(e.target.value)} />
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</label>
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<button className="primary" onClick={run} disabled={running}>
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{running ? "后台运行中…" : "运行因子测试"}
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<button
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className="primary"
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onClick={run}
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disabled={running || selectedCount === 0}
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>
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{running ? `运行中 ${doneCount}/${selectedCount}…` : `运行因子测试(已选 ${selectedCount} 个)`}
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</button>
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</div>
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{running && jobId && <div className="muted">任务 {jobId} 后台执行中,请稍候…</div>}
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{error && <div className="error">{error}</div>}
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{report && (
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<div style={{ marginTop: 16 }}>
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<div className="stat-grid">
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<div className="stat">
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<div className="label">IC 均值</div>
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<div className="value">{report.ic_mean.toFixed(4)}</div>
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</div>
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<div className="stat">
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<div className="label">RankIC 均值</div>
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<div className="value">{report.rank_ic_mean.toFixed(4)}</div>
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</div>
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<div className="stat">
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<div className="label">ICIR</div>
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<div className="value">{report.icir.toFixed(3)}</div>
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</div>
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<div className="stat">
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<div className="label">正收益占比</div>
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<div className="value">{report.positive_ratio_pct.toFixed(1)}%</div>
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</div>
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<div className="stat">
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<div className="label">样本日数</div>
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<div className="value">{report.sample_days}</div>
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</div>
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</div>
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{report.quantile_returns.length > 0 && (
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<table style={{ marginTop: 12 }}>
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<thead>
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<tr>
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<th>分层(1 最低 → 5 最高)</th>
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{report.quantile_returns.map((q) => (
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<th key={q.quantile}>Q{q.quantile + 1}</th>
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))}
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>未来 21 日平均收益</td>
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{report.quantile_returns.map((q) => (
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<td key={q.quantile}>{q.return_pct.toFixed(2)}%</td>
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))}
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</tr>
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</tbody>
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</table>
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)}
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{running && (
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<div className="muted">
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正在运行:{current?.name}({current?.idx}/{current?.total})—— 后台任务 {jobId},请稍候…
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</div>
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)}
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{error && <div className="error" style={{ whiteSpace: "pre-line" }}>{error}</div>}
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</div>
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{Object.entries(reports).map(([name, report]) => {
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const meta = factors.find((f) => f.name === name);
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return (
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<div className="card" key={name}>
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<h2>
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{name} · 测试报告
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{meta?.brief ? (
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<span className="muted" style={{ fontWeight: 400, fontSize: 13 }}>
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{" "}— {meta.brief}
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</span>
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) : null}
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</h2>
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<ReportView report={report} />
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</div>
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);
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})}
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</>
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);
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}
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function FactorRow(props: {
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factor: FactorMeta;
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checked: boolean;
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expanded: boolean;
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onToggleCheck: () => void;
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onToggleExpand: () => void;
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}) {
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const { factor: f } = props;
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return (
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<>
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<tr style={{ cursor: "pointer" }} onClick={props.onToggleExpand}>
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<td onClick={(e) => { e.stopPropagation(); props.onToggleCheck(); }}>
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<input type="checkbox" checked={props.checked} onChange={props.onToggleCheck} />
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</td>
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<td>{f.name}</td>
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<td>{f.lookback}</td>
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<td>{f.direction === "higher_is_better" ? "高为好" : "低为好"}</td>
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<td>{f.brief ?? f.description}</td>
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</tr>
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{props.expanded && (
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<tr>
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<td colSpan={5}>
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<div style={{ background: "var(--panel-2)", padding: 10, borderRadius: 6 }}>
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<b>{f.name}</b> · {f.description}
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<div className="muted" style={{ marginTop: 4 }}>
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公式:{f.formula};回看 {f.lookback} 个交易日;频率 {f.frequency};
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方向:{f.direction === "higher_is_better" ? "因子值越高得分越高" : "因子值越低得分越高(引擎自动反向)"}
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</div>
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<div style={{ marginTop: 6 }}>{f.brief}</div>
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</div>
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</td>
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</tr>
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)}
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</>
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);
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}
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function ReportView({ report }: { report: FactorTestReport }) {
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return (
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<>
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<div className="stat-grid">
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<div className="stat">
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<div className="label">IC 均值</div>
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<div className="value">{report.ic_mean.toFixed(4)}</div>
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</div>
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<div className="stat">
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<div className="label">RankIC 均值</div>
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<div className="value">{report.rank_ic_mean.toFixed(4)}</div>
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</div>
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<div className="stat">
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<div className="label">ICIR</div>
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<div className="value">{report.icir.toFixed(3)}</div>
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</div>
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<div className="stat">
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<div className="label">正收益占比</div>
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<div className="value">{report.positive_ratio_pct.toFixed(1)}%</div>
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</div>
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<div className="stat">
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<div className="label">样本日数</div>
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<div className="value">{report.sample_days}</div>
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</div>
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</div>
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{report.quantile_returns.length > 0 && (
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<table style={{ marginTop: 12 }}>
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<thead>
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<tr>
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<th>分层(1 最低 → 5 最高)</th>
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{report.quantile_returns.map((q) => (
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<th key={q.quantile}>Q{q.quantile + 1}</th>
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))}
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>未来 21 日平均收益</td>
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{report.quantile_returns.map((q) => (
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<td key={q.quantile}>{q.return_pct.toFixed(2)}%</td>
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))}
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</tr>
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</tbody>
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</table>
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)}
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<div className="muted" style={{ marginTop: 6 }}>
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读数:IC/RankIC 为正表示与未来收益正相关;ICIR 越大越稳定;分层收益若高分层显著高于低分层说明单调性好。
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单因子测试≠策略有效,需结合样本外与稳健性分析。
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</div>
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</>
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);
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