- Add validation framework (config, model, results, study validators) - Add Claude Code skills (create-study, run-optimization, generate-report, troubleshoot, analyze-model) - Add Atomizer Dashboard (React frontend + FastAPI backend) - Reorganize docs into structured directories (00-09) - Add neural surrogate modules and training infrastructure - Add multi-objective optimization support 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
139 lines
4.3 KiB
TypeScript
139 lines
4.3 KiB
TypeScript
import { Card } from '../common/Card';
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interface ParallelCoordinatesPlotProps {
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data: any[];
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dimensions: string[];
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colorBy?: string;
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}
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export const ParallelCoordinatesPlot = ({ data, dimensions }: ParallelCoordinatesPlotProps) => {
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// Filter out null/undefined data points
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const validData = data.filter(d => d && dimensions.every(dim => d[dim] !== null && d[dim] !== undefined));
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if (validData.length === 0 || dimensions.length === 0) {
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return (
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<Card title="Parallel Coordinates">
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<div className="h-80 flex items-center justify-center text-dark-300">
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No data available for parallel coordinates
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</div>
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</Card>
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);
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}
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// Calculate min/max for each dimension for normalization
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const ranges = dimensions.map(dim => {
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const values = validData.map(d => d[dim]);
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return {
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min: Math.min(...values),
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max: Math.max(...values)
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};
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});
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// Normalize function
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const normalize = (value: number, dimIdx: number): number => {
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const range = ranges[dimIdx];
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if (range.max === range.min) return 0.5;
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return (value - range.min) / (range.max - range.min);
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};
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// Chart dimensions
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const width = 800;
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const height = 400;
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const margin = { top: 80, right: 20, bottom: 40, left: 20 };
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const plotWidth = width - margin.left - margin.right;
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const plotHeight = height - margin.top - margin.bottom;
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const axisSpacing = plotWidth / (dimensions.length - 1);
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return (
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<Card title={`Parallel Coordinates (${validData.length} solutions)`}>
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<svg width={width} height={height} className="overflow-visible">
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<g transform={`translate(${margin.left}, ${margin.top})`}>
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{/* Draw axes */}
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{dimensions.map((dim, i) => {
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const x = i * axisSpacing;
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return (
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<g key={dim} transform={`translate(${x}, 0)`}>
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{/* Axis line */}
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<line
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y1={0}
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y2={plotHeight}
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stroke="#475569"
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strokeWidth={2}
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/>
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{/* Axis label */}
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<text
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y={-10}
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textAnchor="middle"
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fill="#94a3b8"
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fontSize={12}
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className="select-none"
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transform={`rotate(-45, 0, -10)`}
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>
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{dim}
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</text>
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{/* Min/max labels */}
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<text
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y={plotHeight + 15}
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textAnchor="middle"
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fill="#64748b"
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fontSize={10}
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>
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{ranges[i].min.toFixed(2)}
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</text>
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<text
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y={-25}
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textAnchor="middle"
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fill="#64748b"
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fontSize={10}
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>
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{ranges[i].max.toFixed(2)}
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</text>
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</g>
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);
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})}
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{/* Draw lines for each trial */}
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{validData.map((trial, trialIdx) => {
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// Build path
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const pathData = dimensions.map((dim, i) => {
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const x = i * axisSpacing;
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const normalizedY = normalize(trial[dim], i);
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const y = plotHeight * (1 - normalizedY);
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return i === 0 ? `M ${x} ${y}` : `L ${x} ${y}`;
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}).join(' ');
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return (
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<path
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key={trialIdx}
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d={pathData}
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fill="none"
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stroke={trial.isPareto !== false ? '#10b981' : '#60a5fa'}
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strokeWidth={1}
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opacity={0.4}
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strokeLinecap="round"
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strokeLinejoin="round"
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className="transition-all duration-200"
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/>
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);
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})}
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</g>
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</svg>
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{/* Legend */}
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<div className="flex gap-6 justify-center mt-4 text-sm">
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<div className="flex items-center gap-2">
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<div className="w-8 h-0.5 bg-green-400" />
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<span className="text-dark-200">Pareto Front</span>
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</div>
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<div className="flex items-center gap-2">
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<div className="w-8 h-0.5 bg-blue-400" />
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<span className="text-dark-200">Other Solutions</span>
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</div>
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</div>
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</Card>
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);
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};
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