Files
qlib/frontend/web/app/factors/compose/page.tsx
T
Simon a77d3c13c3 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
2026-09-07 21:36:16 +08:00

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"use client";
import { useEffect, useState } from "react";
import { apiGet } from "@/lib/api";
import { LineChart } from "@/components/LineChart";
import { submitJob, waitJob } from "@/lib/jobs";
import type { BacktestResult, FactorMeta, ResearchSpec } from "@/lib/types";
import { recentRange } from "@/lib/dates";
interface Pick {
name: string;
weight: number;
}
export default function ComposePage() {
const [factors, setFactors] = useState<FactorMeta[]>([]);
const [picks, setPicks] = useState<Pick[]>([]);
const [topN, setTopN] = useState(10);
const [rebalance, setRebalance] = useState<"monthly" | "weekly">("monthly");
const [excludeSt, setExcludeSt] = useState(true);
const [start, setStart] = useState("");
const [end, setEnd] = useState("");
const [result, setResult] = useState<BacktestResult | null>(null);
const [running, setRunning] = useState(false);
const [jobId, setJobId] = useState("");
const [error, setError] = useState("");
useEffect(() => {
apiGet<FactorMeta[]>("/factors")
.then((list) => {
setFactors(list);
// 默认示例组合:中期动量(重)+ 低波动(防)
setPicks([
{ name: "momentum_60", weight: 1.5 },
{ name: "volatility_60", weight: 1.0 },
]);
})
.catch((e: Error) => setError(e.message));
const { start: s, end: e } = recentRange();
setStart(s);
setEnd(e);
}, []);
function togglePick(name: string) {
setPicks((prev) =>
prev.some((p) => p.name === name)
? prev.filter((p) => p.name !== name)
: [...prev, { name, weight: 1 }],
);
}
function setWeight(name: string, weight: number) {
setPicks((prev) => prev.map((p) => (p.name === name ? { ...p, weight } : p)));
}
async function run() {
const valid = picks.filter((p) => Number.isFinite(p.weight) && p.weight > 0);
if (valid.length === 0) {
setError("请选择至少一个因子并设置大于 0 的权重");
return;
}
setRunning(true);
setError("");
setJobId("");
setResult(null);
try {
const spec: ResearchSpec = {
type: "backtest",
universe: { exclude_st: excludeSt, min_listing_days: 0 },
factors: valid.map((p) => ({ name: p.name, weight: p.weight })),
selection: { top_n: topN },
rebalance,
period: [start, end],
};
const { job_id } = await submitJob(spec);
setJobId(job_id);
const out = await waitJob<BacktestResult>(job_id);
if (out.status === "success" && out.result) {
setResult(out.result);
} else {
setError(`任务${out.status}${out.error ? `:${out.error}` : ""}`);
}
} catch (e) {
setError((e as Error).message);
} finally {
setRunning(false);
setJobId("");
}
}
return (
<>
<h1>因子组合</h1>
<div className="card">
<h2>组合方式(如何合成一个分数)</h2>
<ol className="muted" style={{ margin: 0, paddingLeft: 18, lineHeight: 1.8 }}>
<li>选择若干因子并设置权重(默认 1;低为好方向由引擎自动反向)。</li>
<li>
每个交易日:每个因子在全体股票横截面上做 <b>z-score 标准化</b>
(该日缺失因子值的股票不参与该因子得分)。
</li>
<li>综合得分 = Σ(权重 × 标准化后因子得分),得分越高越优先。</li>
<li>每期按综合得分取 Top N 等权持有,到下一调仓日再平衡(含成本 / 涨跌停 / 停牌近似)。</li>
</ol>
</div>
<div className="card">
<h2>选因子 + 设权重</h2>
<table>
<thead>
<tr>
<th></th>
<th>因子</th>
<th>方向</th>
<th>权重</th>
<th>简介</th>
</tr>
</thead>
<tbody>
{factors.map((f) => {
const pick = picks.find((p) => p.name === f.name);
return (
<tr key={f.name}>
<td>
<input
type="checkbox"
checked={!!pick}
onChange={() => togglePick(f.name)}
/>
</td>
<td>{f.name}</td>
<td>{f.direction === "higher_is_better" ? "高为好" : "低为好"}</td>
<td>
<input
type="number"
step="0.1"
min="0.1"
style={{ width: 80 }}
value={pick?.weight ?? 1}
disabled={!pick}
onChange={(e) => setWeight(f.name, Number(e.target.value))}
/>
</td>
<td className="muted">{f.brief ?? f.description}</td>
</tr>
);
})}
</tbody>
</table>
</div>
<div className="card">
<h2>回测条件</h2>
<div className="row">
<label className="muted">
Top N{" "}
<input type="number" min={1} max={200} value={topN} onChange={(e) => setTopN(Number(e.target.value))} />
</label>
<label className="muted">
调仓{" "}
<select value={rebalance} onChange={(e) => setRebalance(e.target.value as "monthly" | "weekly")}>
<option value="monthly">月度</option>
<option value="weekly">周度</option>
</select>
</label>
<label className="muted">
开始 <input type="date" value={start} onChange={(e) => setStart(e.target.value)} />
</label>
<label className="muted">
结束 <input type="date" value={end} onChange={(e) => setEnd(e.target.value)} />
</label>
<label className="muted">
<input type="checkbox" checked={excludeSt} onChange={(e) => setExcludeSt(e.target.checked)} />
{" "}剔除 ST
</label>
<button className="primary" onClick={run} disabled={running}>
{running ? "后台运行中…" : `回测组合(${picks.length} 个因子)`}
</button>
</div>
{running && jobId && <div className="muted">任务 {jobId} 后台执行中,请稍候…</div>}
{error && <div className="error">{error}</div>}
</div>
{result && <ResultView result={result} />}
</>
);
}
function ResultView({ result }: { result: BacktestResult }) {
const s = result.summary;
return (
<>
<div className="card">
<h2>
结果 · {s.total_return_pct.toFixed(2)}%{" "}
<span className={s.total_return_pct >= 0 ? "good" : "bad"}>
{s.total_return_pct >= 0 ? "▲" : "▼"}
</span>
</h2>
<div className="stat-grid">
<div className="stat">
<div className="label">期末净值</div>
<div className="value">{s.final_equity.toLocaleString()}</div>
</div>
<div className="stat">
<div className="label">年化收益</div>
<div className="value">{s.annual_return_pct.toFixed(2)}%</div>
</div>
<div className="stat">
<div className="label">Sharpe</div>
<div className="value">{s.sharpe.toFixed(2)}</div>
</div>
<div className="stat">
<div className="label">最大回撤</div>
<div className="value bad">{s.max_drawdown_pct.toFixed(2)}%</div>
</div>
<div className="stat">
<div className="label">胜率</div>
<div className="value">{s.win_rate_pct.toFixed(1)}%</div>
</div>
<div className="stat">
<div className="label">交易 / 换手</div>
<div className="value">{s.total_trades} / {s.avg_turnover_pct.toFixed(0)}%</div>
</div>
</div>
<div style={{ marginTop: 10 }}>
<LineChart title="净值曲线" data={result.equity_curve} color="#34d399" />
</div>
<LineChart title="回撤(%)" data={result.drawdown} color="#f87171" />
</div>
{result.monthly_returns.length > 0 && (
<div className="card">
<h2>月度收益(%)</h2>
<table>
<thead>
<tr>
<th>月份</th>
<th>收益</th>
</tr>
</thead>
<tbody>
{result.monthly_returns.map((m) => (
<tr key={`${m.year}-${m.month}`}>
<td>{m.year}-{String(m.month).padStart(2, "0")}</td>
<td className={m.return_pct >= 0 ? "good" : "bad"}>{m.return_pct.toFixed(2)}%</td>
</tr>
))}
</tbody>
</table>
</div>
)}
<div className="card">
<h2>未建模约束(如实标注)</h2>
<ul className="muted">{result.unimplemented.map((u, i) => <li key={i}>{u}</li>)}</ul>
</div>
</>
);
}