完善评估能力：筛选参数 + degraded 排除 + 前端评估页

后端： - settle_prediction 拒绝 degraded/failed（明确错误信息） - get_eval_summary 支持 provider/model/prompt_version/mode 筛选 - 返回 filtered_settled/evaluated/skipped_degraded 等计数 - matches 游标分页方向修复（scheduled ASC 用 > 条件） - available_at 加 2h 缓冲（近似完赛时间） - bzzziro 统计字段映射注释（待真实响应验证） - injuries 区分 no_local_data 与 success 空名单前端： - 新增 EvalPage（筛选控件 + 汇总卡片 + 准确率表格） - 挂载 /admin/eval 路由与导航测试： - test_matches_cursor.py：游标方向 - test_available_at.py：2h 缓冲与回测防泄漏 - test_bzzoirot_stats.py：统计字段映射 - test_injuries_no_local_data.py：no_local_data vs success - test_injuries_inserted_count.py：失败批不计入 - test_eval_excludes_degraded.py：degraded 排除准确率
2026-09-19 09:40:24 +00:00
parent c2c4752856
commit 835d7217d0
21 changed files with 888 additions and 67 deletions
@@ -21,6 +21,7 @@ const NAV_ITEMS = [
  { to: '/admin/llm-config', label: 'LLM 配置', icon: '◬' },
  { to: '/admin/config', label: '系统配置', icon: '◑' },
  { to: '/admin/logs', label: '系统日志', icon: '▤' },
+    { to: '/admin/eval', label: '评估管理', icon: '◈' },
 ]

 /** 报眉日期行,与前台同款式 */
@@ -106,9 +106,23 @@ export async function fetchPredictions(limit = 50): Promise<any[]> {

 // ── 评估 & 回测 ─────────────────────────────────────────────────

-export async function fetchEvalSummary(): Promise<EvalSummary | null> {
+export async function fetchEvalSummary(params: {
+  limit?: number
+  provider?: string
+  model?: string
+  prompt_version?: string
+  mode?: string
+  league_code?: string
+} = {}): Promise<EvalSummary | null> {
+  const sp = new URLSearchParams()
+  if (params.limit) sp.set('limit', String(params.limit))
+  if (params.provider) sp.set('provider', params.provider)
+  if (params.model) sp.set('model', params.model)
+  if (params.prompt_version) sp.set('prompt_version', params.prompt_version)
+  if (params.mode) sp.set('mode', params.mode)
+  if (params.league_code) sp.set('league_code', params.league_code)
  try {
-    return await api.get<EvalSummary>(`${API_BASE}/eval/summary`)
+    return await api.get<EvalSummary>(`${API_BASE}/eval/summary?${sp}`)
  } catch {
    return null
  }
@@ -0,0 +1,192 @@
+/**
+ * Admin 后台 - 评估汇总页(报刊风)
+ *
+ * 功能:
+ * - 按 provider / model / prompt_version / mode / league_code 筛选
+ * - 展示汇总统计卡片(已结算/已评估/跳过数)
+ * - 准确率对比表格
+ * - 空态与加载态
+ */
+import { useCallback, useEffect, useState } from 'react'
+import { fetchEvalSummary, fetchLeagues } from '../dal'
+import type { EvalSummary } from '../types'
+import { Card, CardBody, CardHeader, StatCard, Badge, DataTable, Alert, Spinner, EmptyState } from '../components'
+
+interface Filters {
+  provider: string
+  model: string
+  prompt_version: string
+  mode: string
+  league_code: string
+}
+
+const EMPTY_FILTERS: Filters = { provider: '', model: '', prompt_version: '', mode: '', league_code: '' }
+
+export default function EvalPage() {
+  const [filters, setFilters] = useState<Filters>(EMPTY_FILTERS)
+  const [leagues, setLeagues] = useState<Array<{ code: string; name: string }>>([])
+  const [data, setData] = useState<EvalSummary | null>(null)
+  const [loading, setLoading] = useState(false)
+  const [error, setError] = useState<string | null>(null)
+
+  useEffect(() => {
+    fetchLeagues()
+      .then(l => setLeagues(l.map(x => ({ code: x.code, name: x.name }))))
+      .catch(() => setLeagues([]))
+  }, [])
+
+  const load = useCallback(async () => {
+    setLoading(true)
+    setError(null)
+    try {
+      const params: Record<string, string> = {}
+      if (filters.provider) params.provider = filters.provider
+      if (filters.model) params.model = filters.model
+      if (filters.prompt_version) params.prompt_version = filters.prompt_version
+      if (filters.mode) params.mode = filters.mode
+      if (filters.league_code) params.league_code = filters.league_code
+      const result = await fetchEvalSummary(params)
+      setData(result)
+    } catch (err: unknown) {
+      setError(err instanceof Error ? err.message : '加载失败')
+    } finally {
+      setLoading(false)
+    }
+  }, [filters])
+
+  useEffect(() => { load() }, [load])
+
+  const handleChange = (key: keyof Filters) => (e: React.ChangeEvent<HTMLSelectElement | HTMLInputElement>) => {
+    setFilters(f => ({ ...f, [key]: e.target.value }))
+  }
+
+  const handleReset = () => setFilters(EMPTY_FILTERS)
+
+  const summary = data?.summary ?? []
+
+  return (
+    <div className="space-y-6">
+      {/* 筛选控件 */}
+      <Card>
+        <CardHeader title="筛选条件" description="按提供商 / 模型 / 版本 / 模式 / 联赛过滤评估数据" />
+        <CardBody>
+          <div className="grid grid-cols-1 gap-3 sm:grid-cols-2 lg:grid-cols-5">
+            <label className="block">
+              <span className="text-2xs text-ink-500">提供商</span>
+              <input
+                type="text"
+                value={filters.provider}
+                onChange={handleChange('provider')}
+                placeholder="如 openai"
+                className="mt-1 w-full border border-ink-300 bg-paper-50 px-2.5 py-1.5 text-sm text-ink-900 placeholder:text-ink-300 focus:border-ink-900 focus:outline-none"
+              />
+            </label>
+            <label className="block">
+              <span className="text-2xs text-ink-500">模型</span>
+              <input
+                type="text"
+                value={filters.model}
+                onChange={handleChange('model')}
+                placeholder="如 gpt-4o"
+                className="mt-1 w-full border border-ink-300 bg-paper-50 px-2.5 py-1.5 text-sm text-ink-900 placeholder:text-ink-300 focus:border-ink-900 focus:outline-none"
+              />
+            </label>
+            <label className="block">
+              <span className="text-2xs text-ink-500">Prompt 版本</span>
+              <input
+                type="text"
+                value={filters.prompt_version}
+                onChange={handleChange('prompt_version')}
+                placeholder="如 v1"
+                className="mt-1 w-full border border-ink-300 bg-paper-50 px-2.5 py-1.5 text-sm text-ink-900 placeholder:text-ink-300 focus:border-ink-900 focus:outline-none"
+              />
+            </label>
+            <label className="block">
+              <span className="text-2xs text-ink-500">模式</span>
+              <select
+                value={filters.mode}
+                onChange={handleChange('mode')}
+                className="mt-1 w-full border border-ink-300 bg-paper-50 px-2.5 py-1.5 text-sm text-ink-900 focus:border-ink-900 focus:outline-none"
+              >
+                <option value="">全部</option>
+                <option value="single">single</option>
+                <option value="multi">multi</option>
+              </select>
+            </label>
+            <label className="block">
+              <span className="text-2xs text-ink-500">联赛</span>
+              <select
+                value={filters.league_code}
+                onChange={handleChange('league_code')}
+                className="mt-1 w-full border border-ink-300 bg-paper-50 px-2.5 py-1.5 text-sm text-ink-900 focus:border-ink-900 focus:outline-none"
+              >
+                <option value="">全部</option>
+                {leagues.map(l => (
+                  <option key={l.code} value={l.code}>{l.name ?? l.code}</option>
+                ))}
+              </select>
+            </label>
+          </div>
+          <div className="mt-3 flex gap-2">
+            <button onClick={load} disabled={loading} className="btn btn-sm">
+              {loading ? '加载中…' : '应用筛选'}
+            </button>
+            <button onClick={handleReset} disabled={loading} className="btn btn-sm btn-ghost">
+              重置
+            </button>
+          </div>
+        </CardBody>
+      </Card>
+
+      {/* 错误态 */}
+      {error && <Alert kind="error" title="加载失败" message={error} />}
+
+      {/* 汇总统计 */}
+      {data && (
+        <div className="grid grid-cols-2 gap-4 sm:grid-cols-4">
+          <StatCard label="已结算总数" value={data.total_settled} hint="含 degraded" />
+          <StatCard label="筛选后已结算" value={data.filtered_settled} hint="应用筛选条件后" />
+          <StatCard label="实际评估" value={data.evaluated} hint="status=success 且比分齐全" />
+          <StatCard label="跳过 degraded" value={data.skipped_degraded} hint="不计入准确率" />
+        </div>
+      )}
+
+      {/* 准确率表格 */}
+      <Card>
+        <CardHeader
+          title="准确率对比"
+          description="按 provider × 模型聚合,仅统计有效预测"
+        />
+        <CardBody>
+          {loading ? (
+            <div className="flex items-center justify-center py-12">
+              <Spinner />
+            </div>
+          ) : summary.length === 0 ? (
+            <EmptyText text="暂无评估数据,请调整筛选条件或先完成预测与结算" />
+          ) : (
+            <DataTable
+              columns={[
+                { key: 'provider', label: '提供商' },
+                { key: 'model', label: '模型' },
+                { key: 'total', label: '评估条数' },
+                { key: 'accuracy_1x2', label: '1X2 准确率', render: (row: any) => (
+                  <span className="tabular-nums">{row.accuracy_1x2 != null ? `${row.accuracy_1x2}%` : '—'}</span>
+                ) },
+                { key: 'avg_score_rmse', label: '比分 RMSE', render: (row: any) => (
+                  <span className="tabular-nums">{row.avg_score_rmse != null ? row.avg_score_rmse.toFixed(2) : '—'}</span>
+                ) },
+                { key: 'avg_subjective_confidence', label: '平均置信度', render: (row: any) => (
+                  <span className="tabular-nums">{row.avg_subjective_confidence != null ? row.avg_subjective_confidence.toFixed(2) : '—'}</span>
+                ) },
+              ]}
+              data={summary}
+              rowKey={(row: any) => `${row.provider}-${row.model}`}
+              emptyText="暂无评估数据"
+            />
+          )}
+        </CardBody>
+      </Card>
+    </div>
+  )
+}
@@ -16,6 +16,7 @@ import DataSourcesPage from './pages/DataSources'
 import LLMConfigPage from './pages/LLMConfig'
 import ConfigPage from './pages/Config'
 import LogsPage from './pages/Logs'
+import EvalPage from './pages/EvalPage'

 export const adminRoutes = [
  {
@@ -31,6 +32,7 @@ export const adminRoutes = [
      { path: 'llm-config', element: <LLMConfigPage /> },
      { path: 'config', element: <ConfigPage /> },
      { path: 'logs', element: <LogsPage /> },
+        { path: 'eval', element: <EvalPage /> },
      { path: '*', element: <Navigate to="/admin" replace /> },
    ],
  },
@@ -111,6 +111,16 @@ export interface EvalSummary {
    avg_score_rmse?: number | null
    avg_subjective_confidence?: number | null
  }>
+  /** 全量已结算数 */
+  total_settled: number
+  /** 应用筛选后的已结算数 */
+  filtered_settled: number
+  /** 实际评估条数（status=success 且比分齐全） */
+  evaluated: number
+  /** 跳过的 degraded 条数 */
+  skipped_degraded: number
+  /** 跳过的比分不全条数 */
+  skipped_incomplete?: number
 }

 export interface BacktestRequest {