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对单个策略的 1-2 个参数做网格搜索,遍历用户指定的取值列表笛卡尔积, 每个组合跑一次回测,按 total_return 排序,返回排名表 + 热力图。 后端: - ParamGridOptimizer(backtest/optimizer.py):itertools.product 遍历网格, 每点 entry.build(params) + BacktestEngine.run(df),复用同一 DataFrame - 网格大小上限 200 防组合爆炸,单点失败容错(跳过不中断) - 2 参数时生成热力图矩阵(x/y 轴取值 + cell 收益率) - POST /backtest/optimize/run/async 端点(后台任务) - OptimizeBacktestRequest schema(param_grid 1-2 参数) 前端(/optimize 寻优页): - ParamGridPicker:勾选 1-2 个寻优参数,逗号分隔填取值列表 - OptimizeResultTable:网格点排名表(按收益降序,最优高亮) - OptimizeHeatmap:2 参数热力图(ECharts heatmap,绿→红映射收益) - 最优点「查看」按钮跳转单标的页用该参数回测 测试:821 passed(+10 寻优器单测 + 3 寻优路由测试)
175 lines
5.3 KiB
TypeScript
175 lines
5.3 KiB
TypeScript
// 回测状态管理(Pinia)。
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// 持有:策略列表、当前 OHLCV、回测结果、运行状态、错误信息。
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import { defineStore } from 'pinia'
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import { computed, ref } from 'vue'
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import {
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fetchStrategies,
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formatError,
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runBacktest,
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submitPortfolioTask,
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submitOptimizeTask,
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fetchTask,
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} from '../api'
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import type {
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BacktestRequest,
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BacktestResult,
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Bar,
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PortfolioBacktestRequest,
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PortfolioResult,
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OptimizeBacktestRequest,
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OptimizeResult,
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StrategySchema,
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} from '../types'
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export const useBacktestStore = defineStore('backtest', () => {
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// ── 策略 ─────────────────────────────────────────────────────────────────
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const strategies = ref<StrategySchema[]>([])
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const strategiesLoaded = ref(false)
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async function loadStrategies() {
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if (strategiesLoaded.value) return
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const resp = await fetchStrategies()
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strategies.value = resp.strategies
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strategiesLoaded.value = true
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}
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// ── OHLCV 行情(前端始终持有,回测与 K 线共用) ───────────────────────────
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const ohlcv = ref<Bar[]>([])
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const barsSource = ref<string>('') // 来源描述,如 "SZ:000001 DAY×250"
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function setOhlcv(bars: Bar[], source: string) {
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ohlcv.value = bars
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barsSource.value = source
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}
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const hasBars = computed(() => ohlcv.value.length >= 2)
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// ── 回测结果 ──────────────────────────────────────────────────────────────
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const result = ref<BacktestResult | null>(null)
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const running = ref(false)
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const error = ref<string>('')
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/** 运行同步回测(内联 OHLCV)。 */
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async function run(req: Omit<BacktestRequest, 'ohlcv'>) {
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if (!hasBars.value) {
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error.value = '请先取行情数据或粘贴 OHLCV'
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return
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}
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running.value = true
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error.value = ''
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try {
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const fullReq: BacktestRequest = { ...req, ohlcv: ohlcv.value }
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result.value = await runBacktest(fullReq)
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} catch (e) {
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error.value = formatError(e)
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result.value = null
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} finally {
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running.value = false
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}
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}
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function clearResult() {
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result.value = null
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error.value = ''
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}
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// ── 组合回测(Phase 3) ───────────────────────────────────────────────────
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const portfolioResult = ref<PortfolioResult | null>(null)
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const portfolioRunning = ref(false)
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/** 提交组合回测后台任务并轮询直到完成。 */
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async function runPortfolio(req: PortfolioBacktestRequest) {
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portfolioRunning.value = true
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error.value = ''
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portfolioResult.value = null
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try {
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const { task_id } = await submitPortfolioTask(req)
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// 轮询
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const start = Date.now()
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// eslint-disable-next-line no-constant-condition
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while (true) {
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const state = await fetchTask(task_id)
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if (state.status === 'done' && state.result) {
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portfolioResult.value = state.result as PortfolioResult
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break
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}
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if (state.status === 'failed') {
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throw new Error(state.error || '组合回测失败')
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}
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if (Date.now() - start > 120_000) throw new Error('组合回测超时(120s)')
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await new Promise((r) => setTimeout(r, 300))
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}
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} catch (e) {
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error.value = formatError(e)
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portfolioResult.value = null
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} finally {
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portfolioRunning.value = false
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}
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}
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function clearPortfolio() {
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portfolioResult.value = null
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error.value = ''
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}
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// ── 参数网格寻优(Phase 4) ─────────────────────────────────────────────
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const optimizeResult = ref<OptimizeResult | null>(null)
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const optimizeRunning = ref(false)
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/** 提交寻优后台任务并轮询直到完成。 */
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async function runOptimize(req: OptimizeBacktestRequest) {
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optimizeRunning.value = true
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error.value = ''
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optimizeResult.value = null
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try {
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const { task_id } = await submitOptimizeTask(req)
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const start = Date.now()
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// eslint-disable-next-line no-constant-condition
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while (true) {
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const state = await fetchTask(task_id)
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if (state.status === 'done' && state.result) {
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optimizeResult.value = state.result as OptimizeResult
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break
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}
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if (state.status === 'failed') {
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throw new Error(state.error || '寻优失败')
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}
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if (Date.now() - start > 180_000) throw new Error('寻优超时(180s)')
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await new Promise((r) => setTimeout(r, 400))
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}
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} catch (e) {
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error.value = formatError(e)
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optimizeResult.value = null
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} finally {
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optimizeRunning.value = false
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}
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}
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return {
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// state
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strategies,
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strategiesLoaded,
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ohlcv,
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barsSource,
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result,
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running,
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error,
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portfolioResult,
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portfolioRunning,
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optimizeResult,
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optimizeRunning,
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// getters
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hasBars,
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// actions
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loadStrategies,
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setOhlcv,
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run,
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clearResult,
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runPortfolio,
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clearPortfolio,
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runOptimize,
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}
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})
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