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Kaputtes (admin) Layout geloescht (Role-Selection, 404-Sidebar, localhost-Dashboard). SDK-Flow nach /sdk/sdk-flow verschoben. Route-Gruppe (sdk) aufgeloest. Root-Seite redirected auf /sdk. ~25 ungenutzte Dateien/Verzeichnisse entfernt. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
521 lines
23 KiB
TypeScript
521 lines
23 KiB
TypeScript
'use client'
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import React, { useState, useEffect } from 'react'
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import { useSDK } from '@/lib/sdk'
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// =============================================================================
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// TYPES
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// =============================================================================
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interface QualityMetric {
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id: string
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name: string
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category: 'accuracy' | 'fairness' | 'robustness' | 'explainability' | 'performance'
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score: number
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threshold: number
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trend: 'up' | 'down' | 'stable'
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last_measured: string
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ai_system: string | null
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}
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interface QualityTest {
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id: string
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name: string
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status: 'passed' | 'failed' | 'warning' | 'pending'
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last_run: string
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duration: string | null
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ai_system: string | null
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details: string | null
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}
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interface Stats {
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total_metrics: number
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avg_score: number
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metrics_above_threshold: number
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passed: number
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failed: number
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warning: number
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total_tests: number
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}
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// =============================================================================
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// COMPONENTS
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// =============================================================================
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function MetricCard({ metric, onEdit }: { metric: QualityMetric; onEdit: (m: QualityMetric) => void }) {
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const isAboveThreshold = metric.score >= metric.threshold
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const categoryColors = {
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accuracy: 'bg-blue-100 text-blue-700',
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fairness: 'bg-purple-100 text-purple-700',
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robustness: 'bg-green-100 text-green-700',
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explainability: 'bg-yellow-100 text-yellow-700',
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performance: 'bg-orange-100 text-orange-700',
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}
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const categoryLabels = {
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accuracy: 'Genauigkeit',
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fairness: 'Fairness',
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robustness: 'Robustheit',
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explainability: 'Erklaerbarkeit',
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performance: 'Performance',
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}
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return (
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<div className={`bg-white rounded-xl border-2 p-6 ${isAboveThreshold ? 'border-gray-200' : 'border-red-200'}`}>
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<div className="flex items-start justify-between mb-4">
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<div>
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<span className={`px-2 py-1 text-xs rounded-full ${categoryColors[metric.category]}`}>
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{categoryLabels[metric.category]}
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</span>
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<h4 className="font-semibold text-gray-900 mt-2">{metric.name}</h4>
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{metric.ai_system && <p className="text-xs text-gray-500">{metric.ai_system}</p>}
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</div>
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<div className={`flex items-center gap-1 text-sm ${
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metric.trend === 'up' ? 'text-green-600' :
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metric.trend === 'down' ? 'text-red-600' : 'text-gray-500'
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}`}>
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{metric.trend === 'up' && <svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M5 10l7-7m0 0l7 7m-7-7v18" /></svg>}
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{metric.trend === 'down' && <svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M19 14l-7 7m0 0l-7-7m7 7V3" /></svg>}
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{metric.trend === 'stable' && <svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M5 12h14" /></svg>}
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</div>
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</div>
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<div className="flex items-end justify-between">
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<div>
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<div className={`text-3xl font-bold ${isAboveThreshold ? 'text-gray-900' : 'text-red-600'}`}>
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{metric.score}%
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</div>
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<div className="text-sm text-gray-500">Schwellenwert: {metric.threshold}%</div>
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</div>
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<div className="w-24 h-2 bg-gray-100 rounded-full overflow-hidden">
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<div
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className={`h-full rounded-full ${isAboveThreshold ? 'bg-green-500' : 'bg-red-500'}`}
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style={{ width: `${Math.min(metric.score, 100)}%` }}
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/>
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</div>
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</div>
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<div className="mt-3 flex justify-end">
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<button onClick={() => onEdit(metric)} className="text-xs text-purple-600 hover:text-purple-700 hover:bg-purple-50 px-2 py-1 rounded">
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Score aktualisieren
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</button>
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</div>
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</div>
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)
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}
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function TestRow({ test, onDelete }: { test: QualityTest; onDelete: (id: string) => void }) {
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const statusColors = {
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passed: 'bg-green-100 text-green-700',
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failed: 'bg-red-100 text-red-700',
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warning: 'bg-yellow-100 text-yellow-700',
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pending: 'bg-gray-100 text-gray-500',
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}
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const statusLabels = {
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passed: 'Bestanden',
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failed: 'Fehlgeschlagen',
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warning: 'Warnung',
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pending: 'Ausstehend',
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}
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return (
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<tr className="hover:bg-gray-50">
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<td className="px-6 py-4">
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<div className="font-medium text-gray-900">{test.name}</div>
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{test.ai_system && <div className="text-xs text-gray-500">{test.ai_system}</div>}
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</td>
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<td className="px-6 py-4">
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<span className={`px-2 py-1 text-xs rounded-full ${statusColors[test.status]}`}>
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{statusLabels[test.status]}
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</span>
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</td>
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<td className="px-6 py-4 text-sm text-gray-500">
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{new Date(test.last_run).toLocaleString('de-DE')}
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</td>
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<td className="px-6 py-4 text-sm text-gray-500">{test.duration || '-'}</td>
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<td className="px-6 py-4 text-sm text-gray-500 max-w-xs truncate">{test.details || '-'}</td>
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<td className="px-6 py-4">
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<button
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onClick={() => { if (window.confirm(`"${test.name}" loeschen?`)) onDelete(test.id) }}
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className="text-sm text-red-400 hover:text-red-600"
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>
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Loeschen
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</button>
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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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// MODALS
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// =============================================================================
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function MetricModal({ metric, onClose, onSave }: {
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metric?: QualityMetric
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onClose: () => void
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onSave: (data: any) => void
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}) {
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const [form, setForm] = useState({
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name: metric?.name || '',
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category: metric?.category || 'accuracy',
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score: metric?.score ?? 0,
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threshold: metric?.threshold ?? 80,
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trend: metric?.trend || 'stable',
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ai_system: metric?.ai_system || '',
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})
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return (
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<div className="fixed inset-0 bg-black/50 flex items-center justify-center z-50 p-4">
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<div className="bg-white rounded-xl shadow-xl max-w-lg w-full">
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<div className="px-6 py-4 border-b border-gray-200 flex items-center justify-between">
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<h3 className="font-semibold text-gray-900">{metric ? 'Metrik bearbeiten' : 'Messung hinzufuegen'}</h3>
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<button onClick={onClose} className="text-gray-400 hover:text-gray-600">
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<svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M6 18L18 6M6 6l12 12" /></svg>
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</button>
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</div>
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<div className="p-6 space-y-4">
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<div>
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<label className="block text-sm font-medium text-gray-700 mb-1">Name *</label>
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<input type="text" value={form.name} onChange={e => setForm(p => ({ ...p, name: e.target.value }))} className="w-full border rounded px-3 py-2 text-sm" placeholder="z.B. Accuracy Score" />
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</div>
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<div className="grid grid-cols-2 gap-4">
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<div>
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<label className="block text-sm font-medium text-gray-700 mb-1">Kategorie</label>
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<select value={form.category} onChange={e => setForm(p => ({ ...p, category: e.target.value as any }))} className="w-full border rounded px-3 py-2 text-sm">
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<option value="accuracy">Genauigkeit</option>
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<option value="fairness">Fairness</option>
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<option value="robustness">Robustheit</option>
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<option value="explainability">Erklaerbarkeit</option>
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<option value="performance">Performance</option>
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</select>
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</div>
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<div>
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<label className="block text-sm font-medium text-gray-700 mb-1">Trend</label>
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<select value={form.trend} onChange={e => setForm(p => ({ ...p, trend: e.target.value as any }))} className="w-full border rounded px-3 py-2 text-sm">
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<option value="up">Steigend</option>
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<option value="stable">Stabil</option>
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<option value="down">Fallend</option>
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</select>
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</div>
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<div>
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<label className="block text-sm font-medium text-gray-700 mb-1">Score (%)</label>
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<input type="number" step="0.1" min="0" max="100" value={form.score} onChange={e => setForm(p => ({ ...p, score: parseFloat(e.target.value) || 0 }))} className="w-full border rounded px-3 py-2 text-sm" />
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</div>
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<div>
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<label className="block text-sm font-medium text-gray-700 mb-1">Schwellenwert (%)</label>
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<input type="number" step="0.1" min="0" max="100" value={form.threshold} onChange={e => setForm(p => ({ ...p, threshold: parseFloat(e.target.value) || 80 }))} className="w-full border rounded px-3 py-2 text-sm" />
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</div>
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</div>
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<div>
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<label className="block text-sm font-medium text-gray-700 mb-1">KI-System</label>
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<input type="text" value={form.ai_system} onChange={e => setForm(p => ({ ...p, ai_system: e.target.value }))} className="w-full border rounded px-3 py-2 text-sm" placeholder="z.B. Bewerber-Screening" />
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</div>
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</div>
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<div className="px-6 py-4 border-t border-gray-200 flex justify-end gap-3">
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<button onClick={onClose} className="px-4 py-2 text-sm text-gray-600 hover:bg-gray-100 rounded-lg">Abbrechen</button>
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<button onClick={() => onSave(form)} disabled={!form.name} className="px-4 py-2 text-sm text-white bg-purple-600 hover:bg-purple-700 rounded-lg font-medium disabled:opacity-50">Speichern</button>
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</div>
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</div>
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</div>
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)
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}
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function TestModal({ onClose, onSave }: { onClose: () => void; onSave: (data: any) => void }) {
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const [form, setForm] = useState({ name: '', status: 'pending', duration: '', ai_system: '', details: '' })
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return (
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<div className="fixed inset-0 bg-black/50 flex items-center justify-center z-50 p-4">
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<div className="bg-white rounded-xl shadow-xl max-w-lg w-full">
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<div className="px-6 py-4 border-b border-gray-200 flex items-center justify-between">
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<h3 className="font-semibold text-gray-900">Test hinzufuegen</h3>
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<button onClick={onClose} className="text-gray-400 hover:text-gray-600">
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<svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M6 18L18 6M6 6l12 12" /></svg>
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</button>
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</div>
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<div className="p-6 space-y-4">
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<div>
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<label className="block text-sm font-medium text-gray-700 mb-1">Name *</label>
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<input type="text" value={form.name} onChange={e => setForm(p => ({ ...p, name: e.target.value }))} className="w-full border rounded px-3 py-2 text-sm" placeholder="z.B. Bias Detection Test" />
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</div>
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<div className="grid grid-cols-2 gap-4">
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<div>
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<label className="block text-sm font-medium text-gray-700 mb-1">Status</label>
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<select value={form.status} onChange={e => setForm(p => ({ ...p, status: e.target.value }))} className="w-full border rounded px-3 py-2 text-sm">
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<option value="passed">Bestanden</option>
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<option value="failed">Fehlgeschlagen</option>
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<option value="warning">Warnung</option>
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<option value="pending">Ausstehend</option>
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</select>
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</div>
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<div>
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<label className="block text-sm font-medium text-gray-700 mb-1">Dauer</label>
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<input type="text" value={form.duration} onChange={e => setForm(p => ({ ...p, duration: e.target.value }))} className="w-full border rounded px-3 py-2 text-sm" placeholder="z.B. 45min" />
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</div>
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</div>
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<div>
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<label className="block text-sm font-medium text-gray-700 mb-1">KI-System</label>
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<input type="text" value={form.ai_system} onChange={e => setForm(p => ({ ...p, ai_system: e.target.value }))} className="w-full border rounded px-3 py-2 text-sm" placeholder="z.B. Bewerber-Screening" />
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</div>
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<div>
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<label className="block text-sm font-medium text-gray-700 mb-1">Details</label>
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<input type="text" value={form.details} onChange={e => setForm(p => ({ ...p, details: e.target.value }))} className="w-full border rounded px-3 py-2 text-sm" placeholder="Ergebnis-Zusammenfassung" />
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</div>
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</div>
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<div className="px-6 py-4 border-t border-gray-200 flex justify-end gap-3">
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<button onClick={onClose} className="px-4 py-2 text-sm text-gray-600 hover:bg-gray-100 rounded-lg">Abbrechen</button>
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<button onClick={() => onSave(form)} disabled={!form.name} className="px-4 py-2 text-sm text-white bg-purple-600 hover:bg-purple-700 rounded-lg font-medium disabled:opacity-50">Speichern</button>
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</div>
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</div>
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</div>
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)
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}
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// =============================================================================
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// MAIN PAGE
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// =============================================================================
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const API_BASE = '/api/sdk/v1/compliance/quality'
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export default function QualityPage() {
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const { state } = useSDK()
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const [metrics, setMetrics] = useState<QualityMetric[]>([])
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const [tests, setTests] = useState<QualityTest[]>([])
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const [apiStats, setApiStats] = useState<Stats | null>(null)
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const [loading, setLoading] = useState(true)
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const [showMetricModal, setShowMetricModal] = useState(false)
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const [showTestModal, setShowTestModal] = useState(false)
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const [editMetric, setEditMetric] = useState<QualityMetric | undefined>(undefined)
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useEffect(() => {
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loadAll()
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}, [])
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async function loadAll() {
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setLoading(true)
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try {
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const [metricsRes, testsRes, statsRes] = await Promise.all([
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fetch(`${API_BASE}/metrics?limit=100`),
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fetch(`${API_BASE}/tests?limit=100`),
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fetch(`${API_BASE}/stats`),
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])
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if (metricsRes.ok) {
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const d = await metricsRes.json()
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setMetrics(Array.isArray(d.metrics) ? d.metrics : [])
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}
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if (testsRes.ok) {
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const d = await testsRes.json()
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setTests(Array.isArray(d.tests) ? d.tests : [])
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}
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if (statsRes.ok) {
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setApiStats(await statsRes.json())
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}
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} catch (err) {
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console.error('Failed to load quality data:', err)
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} finally {
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setLoading(false)
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}
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}
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async function handleCreateMetric(form: any) {
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try {
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const res = await fetch(`${API_BASE}/metrics`, {
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method: 'POST',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify(form),
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})
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if (res.ok) {
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const created = await res.json()
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setMetrics(prev => [...prev, created])
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setShowMetricModal(false)
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loadAll()
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}
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} catch (err) {
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console.error('Failed to create metric:', err)
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}
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}
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async function handleUpdateMetric(form: any) {
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if (!editMetric) return
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try {
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const res = await fetch(`${API_BASE}/metrics/${editMetric.id}`, {
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method: 'PUT',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify(form),
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})
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if (res.ok) {
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const updated = await res.json()
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setMetrics(prev => prev.map(m => m.id === updated.id ? updated : m))
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setEditMetric(undefined)
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setShowMetricModal(false)
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loadAll()
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}
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} catch (err) {
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console.error('Failed to update metric:', err)
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}
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}
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async function handleCreateTest(form: any) {
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try {
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const res = await fetch(`${API_BASE}/tests`, {
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method: 'POST',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify(form),
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})
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if (res.ok) {
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const created = await res.json()
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setTests(prev => [created, ...prev])
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setShowTestModal(false)
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loadAll()
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}
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} catch (err) {
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console.error('Failed to create test:', err)
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}
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}
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async function handleDeleteTest(id: string) {
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try {
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const res = await fetch(`${API_BASE}/tests/${id}`, { method: 'DELETE' })
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if (res.ok || res.status === 204) {
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setTests(prev => prev.filter(t => t.id !== id))
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loadAll()
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}
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} catch (err) {
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console.error('Failed to delete test:', err)
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}
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}
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// Derived stats — prefer API stats, fallback to computed
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const avgScore = apiStats ? apiStats.avg_score : (metrics.length > 0 ? Math.round(metrics.reduce((s, m) => s + m.score, 0) / metrics.length) : 0)
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const metricsAboveThreshold = apiStats ? apiStats.metrics_above_threshold : metrics.filter(m => m.score >= m.threshold).length
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const passedTests = apiStats ? apiStats.passed : tests.filter(t => t.status === 'passed').length
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const failedTests = apiStats ? apiStats.failed : tests.filter(t => t.status === 'failed').length
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const failingMetrics = metrics.filter(m => m.score < m.threshold)
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return (
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<div className="space-y-6">
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{/* Header */}
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<div className="flex items-center justify-between">
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<div>
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<h1 className="text-2xl font-bold text-gray-900">AI Quality Dashboard</h1>
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<p className="mt-1 text-gray-500">Ueberwachen Sie die Qualitaet und Fairness Ihrer KI-Systeme</p>
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</div>
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<div className="flex items-center gap-2">
|
|
<button
|
|
onClick={() => setShowTestModal(true)}
|
|
className="flex items-center gap-2 px-4 py-2 border border-purple-300 text-purple-700 rounded-lg hover:bg-purple-50 transition-colors"
|
|
>
|
|
<svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 4v5h.582m15.356 2A8.001 8.001 0 004.582 9m0 0H9m11 11v-5h-.581m0 0a8.003 8.003 0 01-15.357-2m15.357 2H15" /></svg>
|
|
Test hinzufuegen
|
|
</button>
|
|
<button
|
|
onClick={() => { setEditMetric(undefined); setShowMetricModal(true) }}
|
|
className="flex items-center gap-2 px-4 py-2 bg-purple-600 text-white rounded-lg hover:bg-purple-700 transition-colors"
|
|
>
|
|
<svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 6v6m0 0v6m0-6h6m-6 0H6" /></svg>
|
|
Messung hinzufuegen
|
|
</button>
|
|
</div>
|
|
</div>
|
|
|
|
{/* Stats */}
|
|
<div className="grid grid-cols-1 md:grid-cols-4 gap-4">
|
|
<div className="bg-white rounded-xl border border-gray-200 p-6">
|
|
<div className="text-sm text-gray-500">Durchschnittlicher Score</div>
|
|
<div className="text-3xl font-bold text-gray-900">{avgScore}%</div>
|
|
</div>
|
|
<div className="bg-white rounded-xl border border-green-200 p-6">
|
|
<div className="text-sm text-green-600">Metriken ueber Schwellenwert</div>
|
|
<div className="text-3xl font-bold text-green-600">{metricsAboveThreshold}/{metrics.length}</div>
|
|
</div>
|
|
<div className="bg-white rounded-xl border border-green-200 p-6">
|
|
<div className="text-sm text-green-600">Tests bestanden</div>
|
|
<div className="text-3xl font-bold text-green-600">{passedTests}</div>
|
|
</div>
|
|
<div className="bg-white rounded-xl border border-red-200 p-6">
|
|
<div className="text-sm text-red-600">Tests fehlgeschlagen</div>
|
|
<div className="text-3xl font-bold text-red-600">{failedTests}</div>
|
|
</div>
|
|
</div>
|
|
|
|
{/* Alert for failed metrics */}
|
|
{failingMetrics.length > 0 && (
|
|
<div className="bg-yellow-50 border border-yellow-200 rounded-xl p-4 flex items-center gap-4">
|
|
<div className="w-10 h-10 bg-yellow-100 rounded-full flex items-center justify-center">
|
|
<svg className="w-5 h-5 text-yellow-600" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 9v2m0 4h.01m-6.938 4h13.856c1.54 0 2.502-1.667 1.732-3L13.732 4c-.77-1.333-2.694-1.333-3.464 0L3.34 16c-.77 1.333.192 3 1.732 3z" /></svg>
|
|
</div>
|
|
<div>
|
|
<h4 className="font-medium text-yellow-800">{failingMetrics.length} Metrik(en) unter Schwellenwert</h4>
|
|
<p className="text-sm text-yellow-600">Ueberpruefen Sie die betroffenen KI-Systeme und ergreifen Sie Korrekturmassnahmen.</p>
|
|
</div>
|
|
</div>
|
|
)}
|
|
|
|
{/* Metrics Grid */}
|
|
<div>
|
|
<h3 className="text-lg font-semibold text-gray-900 mb-4">Qualitaetsmetriken</h3>
|
|
{loading ? (
|
|
<div className="text-center py-8 text-gray-400">Lade Metriken...</div>
|
|
) : metrics.length === 0 ? (
|
|
<div className="bg-white rounded-xl border border-gray-200 p-8 text-center text-gray-400">
|
|
Noch keine Metriken erfasst. Klicken Sie auf "Messung hinzufuegen".
|
|
</div>
|
|
) : (
|
|
<div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
|
|
{metrics.map(metric => (
|
|
<MetricCard
|
|
key={metric.id}
|
|
metric={metric}
|
|
onEdit={m => { setEditMetric(m); setShowMetricModal(true) }}
|
|
/>
|
|
))}
|
|
</div>
|
|
)}
|
|
</div>
|
|
|
|
{/* Tests Table */}
|
|
<div>
|
|
<h3 className="text-lg font-semibold text-gray-900 mb-4">Testergebnisse</h3>
|
|
<div className="bg-white rounded-xl border border-gray-200 overflow-hidden">
|
|
<div className="overflow-x-auto">
|
|
<table className="w-full">
|
|
<thead className="bg-gray-50">
|
|
<tr>
|
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase">Test</th>
|
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase">Status</th>
|
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase">Letzter Lauf</th>
|
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase">Dauer</th>
|
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase">Details</th>
|
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase">Aktion</th>
|
|
</tr>
|
|
</thead>
|
|
<tbody className="divide-y divide-gray-100">
|
|
{tests.length === 0 ? (
|
|
<tr>
|
|
<td colSpan={6} className="px-6 py-8 text-center text-gray-400">
|
|
Noch keine Tests erfasst.
|
|
</td>
|
|
</tr>
|
|
) : tests.map(test => (
|
|
<TestRow key={test.id} test={test} onDelete={handleDeleteTest} />
|
|
))}
|
|
</tbody>
|
|
</table>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
{/* Modals */}
|
|
{showMetricModal && (
|
|
<MetricModal
|
|
metric={editMetric}
|
|
onClose={() => { setShowMetricModal(false); setEditMetric(undefined) }}
|
|
onSave={editMetric ? handleUpdateMetric : handleCreateMetric}
|
|
/>
|
|
)}
|
|
{showTestModal && (
|
|
<TestModal onClose={() => setShowTestModal(false)} onSave={handleCreateTest} />
|
|
)}
|
|
</div>
|
|
)
|
|
}
|