frontend/src/App.js

import React, { useState, useEffect } from 'react';
import _ from 'lodash';

const ScoreBar = ({ score }) => {
  const percentage = score <= 1 ? score * 100 : score;
  const hue = Math.min(percentage * 1.2, 120); // 0 = red, 120 = green
  const backgroundColor = `hsl(${hue}, 70%, 45%)`;
  
  return (
    <div className="relative h-8 bg-gray-100 rounded w-full">
      <div 
        className="absolute top-0 left-0 h-full rounded transition-all duration-200"
        style={{ 
          width: `${percentage}%`,
          backgroundColor
        }}
      />
      <div className="absolute inset-0 flex items-center justify-end px-3">
        <span className="text-sm font-medium text-white mix-blend-difference">
          {percentage.toFixed(2)}%
        </span>
      </div>
    </div>
  );
};

function App() {
  const [data, setData] = useState([]);
  const [loading, setLoading] = useState(true);
  const [error, setError] = useState(null);
  const [sortConfig, setSortConfig] = useState({ key: 'GAIA', direction: 'desc' });

  useEffect(() => {
    const fetchData = async () => {
      try {
        setLoading(true);
        const response = await fetch('/api/results');
        if (!response.ok) {
          throw new Error('Failed to fetch data');
        }
        const jsonData = await response.json();
        setData(jsonData);
      } catch (err) {
        console.error('Error fetching data:', err);
        setError(err.message);
      } finally {
        setLoading(false);
      }
    };

    fetchData();
  }, []);

  const handleSort = (key) => {
    const direction = sortConfig.key === key && sortConfig.direction === 'desc' ? 'asc' : 'desc';
    setSortConfig({ key, direction });
  };

  const sortedData = _.orderBy(
    data,
    [item => item.scores[sortConfig.key] || 0],
    [sortConfig.direction]
  );

  const getSortIcon = (key) => {
    if (sortConfig.key === key) {
      return sortConfig.direction === 'desc' ? ' ↓' : ' ↑';
    }
    return ' ↕';
  };

  if (loading) {
    return (
      <div className="flex items-center justify-center min-h-screen">
        <div className="text-lg">Loading benchmark results...</div>
      </div>
    );
  }

  if (error) {
    return (
      <div className="flex items-center justify-center min-h-screen text-red-600">
        Error: {error}
      </div>
    );
  }

  return (
    <div className="p-6">
      <div className="mb-6">
        <h1 className="text-2xl font-bold mb-2">Model Benchmark Results</h1>
        <p className="text-gray-600">Comparing model performance across different benchmarks</p>
      </div>

      <div className="overflow-x-auto">
        <table className="w-full border-collapse">
          <thead>
            <tr className="border-b border-gray-200">
              <th className="py-3 text-left font-medium text-gray-700 w-1/4">Model</th>
              {["GAIA", "MATH", "SimpleQA"].map(benchmark => (
                <th 
                  key={benchmark}
                  onClick={() => handleSort(benchmark)}
                  className="py-3 px-4 text-left font-medium text-gray-700 cursor-pointer hover:text-blue-600"
                >
                  <div className="flex items-center gap-1">
                    {benchmark}
                    <span className="text-gray-500">{getSortIcon(benchmark)}</span>
                  </div>
                </th>
              ))}
            </tr>
          </thead>
          <tbody>
            {sortedData.map((item, index) => (
              <tr key={index} className="border-b border-gray-100">
                <td className="py-3 pr-4 font-medium truncate" title={item.model_id}>
                  {item.model_id}
                </td>
                <td className="py-3 px-4">
                  <ScoreBar score={item.scores.GAIA} />
                </td>
                <td className="py-3 px-4">
                  <ScoreBar score={item.scores.MATH} />
                </td>
                <td className="py-3 px-4">
                  <ScoreBar score={item.scores.SimpleQA} />
                </td>
              </tr>
            ))}
          </tbody>
        </table>
      </div>
    </div>
  );
}

export default App;