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import React, { useMemo } from "react";
import { Card, CardContent } from "@/components/ui/card";
import { Skeleton } from "@/components/ui/skeleton";
import { TraceAnalyticsData } from "@/hooks/useDashboardVisualizationData";
import { FileText, ArrowRight, Clock, Zap } from "lucide-react";
interface TraceAnalyticsProps {
data: TraceAnalyticsData[];
isLoading?: boolean;
error?: string | null;
className?: string;
}
export function TraceAnalytics({
data,
isLoading = false,
error,
className,
}: TraceAnalyticsProps) {
// Calculate key metrics
const stats = useMemo(() => {
if (!data.length) return null;
const totalTraces = data.length;
const avgReadingTime =
data.reduce((sum, item) => sum + item.readingTime, 0) / totalTraces;
const avgTimeWithoutAgentGraph =
data.reduce((sum, item) => sum + item.timeWithoutAgentGraph, 0) /
totalTraces;
const avgComplexity =
data.reduce((sum, item) => sum + item.complexity, 0) / totalTraces;
const efficiencyMultiplier = avgTimeWithoutAgentGraph / avgReadingTime;
const timeSavedMinutes = (avgTimeWithoutAgentGraph - avgReadingTime) * 3.5;
// Simplified complexity calculation - 1-10 scale
const complexityScore = Math.min(
10,
Math.max(1, Math.round(3 + (avgComplexity / 100) * 7))
);
const readabilityGrade = Math.min(16, Math.max(6, 6 + complexityScore));
return {
timeSavedMinutes,
efficiencyMultiplier,
complexityScore, // 1-10 scale for red circle
readabilityGrade,
};
}, [data]);
if (error) {
return (
<Card className={className}>
<CardContent className="pt-6">
<div className="text-center py-4">
<p className="text-sm text-destructive">{error}</p>
</div>
</CardContent>
</Card>
);
}
if (isLoading) {
return (
<Card className={className}>
<CardContent className="pt-6">
<Skeleton className="h-64 w-full" />
</CardContent>
</Card>
);
}
if (data.length === 0 || !stats) {
return (
<Card className={className}>
<CardContent className="pt-6">
<div className="text-center py-4">
<p className="text-sm text-muted-foreground">No data available</p>
</div>
</CardContent>
</Card>
);
}
return (
<Card className={className}>
<CardContent className="pt-6">
<div className="space-y-6">
{/* Transformation Example */}
<div className="grid grid-cols-3 gap-4 items-center">
{/* Complex Trace Example */}
<div className="p-4 bg-red-50 border border-red-200 rounded-lg">
<div className="flex items-center justify-between mb-3">
<div className="flex items-center gap-2">
<FileText className="h-5 w-5 text-red-500" />
<span className="text-sm font-medium text-red-700">
Raw Agent Trace
</span>
</div>
<div className="bg-red-500 text-white text-xs rounded-full w-6 h-6 flex items-center justify-center font-bold">
{stats.complexityScore}
</div>
</div>
{/* Example trace content */}
<div className="bg-white p-3 rounded border text-xs font-mono">
<div className="text-gray-800 mb-2">
<span className="text-blue-600">{"{"}</span>
<br />
<span className="ml-2">"agent_action": "web_search",</span>
<br />
<span className="ml-2">"tool_calls": [</span>
<br />
<span className="ml-4">{"{"} "function": "search",</span>
<br />
<span className="ml-6">"parameters": {"{"}</span>
<br />
<span className="ml-8">"query": "analyze data"</span>
<br />
<span className="ml-6">
{"}"} {"}"}
</span>
<br />
<span className="ml-2">],</span>
<br />
<span className="ml-2">"reasoning": "User needs...</span>
<br />
<span className="text-blue-600">{"}"}</span>
</div>
<div className="text-xs text-red-600 mt-2">
+ 47 more nested objects...
</div>
</div>
<div className="text-xs text-red-600 mt-2 text-center">
Complexity {stats.complexityScore}/10 • Grade{" "}
{stats.readabilityGrade}
</div>
</div>
{/* Arrow */}
<div className="text-center">
<ArrowRight className="h-8 w-8 text-blue-500 mx-auto mb-2" />
<div className="text-sm font-bold text-blue-600">AgentGraph</div>
<div className="text-xs text-blue-500">Auto-transforms</div>
</div>
{/* Agent Graph Preview */}
<div className="p-4 bg-green-50 border border-green-200 rounded-lg">
<div className="flex items-center justify-between mb-3">
<div className="flex items-center gap-2">
<div className="h-5 w-5 bg-green-500 rounded-sm flex items-center justify-center">
<div className="w-2 h-2 bg-white rounded-full"></div>
</div>
<span className="text-sm font-medium text-green-700">
Agent Graph
</span>
</div>
<div className="bg-green-500 text-white text-xs rounded-full w-6 h-6 flex items-center justify-center">
✓
</div>
</div>
{/* Example graph visualization */}
<div className="bg-white p-3 rounded border">
<div className="flex items-center justify-between mb-3">
<div className="flex items-center gap-2">
<div className="w-3 h-3 bg-blue-400 rounded-full"></div>
<span className="text-xs font-medium">User</span>
</div>
<ArrowRight className="h-3 w-3 text-gray-400" />
<div className="flex items-center gap-2">
<div className="w-3 h-3 bg-purple-400 rounded-full"></div>
<span className="text-xs font-medium">Agent</span>
</div>
</div>
<div className="flex items-center justify-center mb-2">
<ArrowRight className="h-3 w-3 text-gray-400 rotate-90" />
</div>
<div className="flex items-center gap-2 justify-center">
<div className="w-3 h-3 bg-green-400 rounded-full"></div>
<span className="text-xs font-medium">Search Tool</span>
</div>
</div>
<div className="text-xs text-green-600 mt-2 text-center">
Simplified to Grade 5 • 1/10 complexity
</div>
</div>
</div>
{/* Impact Metrics */}
<div className="p-6 bg-gradient-to-r from-blue-50 to-blue-100 rounded-lg border border-blue-200">
<div className="flex items-center justify-center gap-6">
<div className="text-center">
<div className="flex items-center justify-center gap-2 mb-2">
<Clock className="h-5 w-5 text-blue-600" />
<span className="text-lg font-bold text-blue-800">
{stats.timeSavedMinutes.toFixed(0)} min saved
</span>
</div>
<div className="text-xs text-blue-600">per trace</div>
</div>
<div className="w-px h-12 bg-blue-300"></div>
<div className="text-center">
<div className="flex items-center justify-center gap-2 mb-2">
<Zap className="h-5 w-5 text-blue-600" />
<span className="text-lg font-bold text-blue-800">
{stats.efficiencyMultiplier.toFixed(1)}× faster
</span>
</div>
<div className="text-xs text-blue-600">comprehension</div>
</div>
<div className="w-px h-12 bg-blue-300"></div>
<div className="text-center">
<div className="flex items-center justify-center gap-2 mb-2">
<div className="h-5 w-5 bg-red-500 text-white rounded-full text-xs flex items-center justify-center font-bold">
{stats.complexityScore}
</div>
<ArrowRight className="h-4 w-4 text-blue-500" />
<div className="h-5 w-5 bg-green-500 text-white rounded-full text-xs flex items-center justify-center font-bold">
1
</div>
</div>
<div className="text-xs text-blue-600">
complexity reduction
</div>
</div>
</div>
</div>
{/* Complexity Scale Explanation */}
<div className="p-3 bg-gray-50 rounded-lg border">
<div className="text-center">
<div className="text-sm font-medium text-gray-700 mb-2">
Complexity Scale: What does "{stats.complexityScore}" mean?
</div>
<div className="flex items-center justify-center gap-2 text-xs text-gray-600">
<span>1-3: Simple</span>
<span>•</span>
<span>4-6: Moderate</span>
<span>•</span>
<span className="font-medium text-red-600">7-10: Complex</span>
</div>
</div>
</div>
</div>
</CardContent>
</Card>
);
}
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