Datasets:
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Browse files
assets/webXOS_magnet_dataset_generator.html
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>MAGNET DATASETS by webXOS 2026</title>
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<link rel="manifest" href="manifest.json">
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<script src="https://cdn.jsdelivr.net/npm/three@0.160.0/build/three.min.js"></script>
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<script src="https://cdn.jsdelivr.net/npm/jszip@3.10.1/dist/jszip.min.js"></script>
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<link href="https://fonts.googleapis.com/css2?family=VT323&display=swap" rel="stylesheet">
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<style>
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* {
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margin: 0;
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padding: 0;
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box-sizing: border-box;
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-webkit-user-select: none;
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user-select: none;
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}
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body {
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background: #000;
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color: #0f0;
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font-family: 'VT323', monospace;
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font-size: 16px;
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line-height: 1.2;
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overflow: hidden;
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height: 100vh;
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}
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/* CRT Screen Effect */
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.crt::before {
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content: " ";
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display: block;
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position: fixed;
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top: 0;
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left: 0;
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bottom: 0;
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right: 0;
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background: linear-gradient(rgba(18, 16, 16, 0) 50%, rgba(0, 0, 0, 0.25) 50%),
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linear-gradient(90deg, rgba(255, 0, 0, 0.06), rgba(0, 255, 0, 0.02), rgba(0, 0, 255, 0.06));
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background-size: 100% 2px, 3px 100%;
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pointer-events: none;
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z-index: 999;
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}
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.crt::after {
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content: " ";
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display: block;
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position: fixed;
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top: 0;
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left: 0;
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bottom: 0;
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right: 0;
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background: rgba(18, 16, 16, 0.1);
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opacity: 0.3;
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pointer-events: none;
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animation: flicker 0.15s infinite;
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z-index: 998;
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}
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@keyframes flicker {
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0% { opacity: 0.27861; }
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5% { opacity: 0.34769; }
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10% { opacity: 0.23604; }
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15% { opacity: 0.90626; }
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20% { opacity: 0.18128; }
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25% { opacity: 0.83891; }
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30% { opacity: 0.65583; }
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35% { opacity: 0.67807; }
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40% { opacity: 0.26559; }
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45% { opacity: 0.84693; }
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50% { opacity: 0.96019; }
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55% { opacity: 0.08594; }
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60% { opacity: 0.20313; }
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65% { opacity: 0.71988; }
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70% { opacity: 0.53455; }
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75% { opacity: 0.37288; }
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80% { opacity: 0.71428; }
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85% { opacity: 0.70419; }
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90% { opacity: 0.7003; }
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95% { opacity: 0.36108; }
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100% { opacity: 0.24387; }
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}
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/* Main Terminal Grid */
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.terminal-grid {
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display: grid;
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grid-template-columns: 2fr 1fr;
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grid-template-rows: auto 1fr;
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height: 100vh;
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padding: 15px;
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gap: 10px;
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background: #000;
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}
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/* System Header */
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.system-header {
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grid-column: 1 / -1;
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border: 1px solid #0f0;
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padding: 8px 15px;
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background: rgba(0, 10, 0, 0.3);
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position: relative;
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overflow: hidden;
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}
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.system-header::before {
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content: "";
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position: absolute;
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top: 0;
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left: 0;
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right: 0;
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height: 1px;
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background: linear-gradient(90deg, transparent, #0f0, transparent);
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animation: scanline 3s linear infinite;
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}
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@keyframes scanline {
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0% { transform: translateX(-100%); }
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100% { transform: translateX(100%); }
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}
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.system-title {
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font-size: 1.8em;
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text-shadow: 0 0 8px #0f0;
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letter-spacing: 2px;
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text-transform: uppercase;
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text-align: center;
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}
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.system-status {
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display: flex;
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justify-content: space-between;
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margin-top: 5px;
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font-size: 0.9em;
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}
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.status-led {
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display: inline-block;
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width: 8px;
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height: 8px;
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border-radius: 50%;
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margin-right: 5px;
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}
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.led-online { background: #0f0; box-shadow: 0 0 5px #0f0; animation: blink 1s infinite; }
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.led-active { background: #0f0; box-shadow: 0 0 5px #0f0; }
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.led-standby { background: #333; }
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@keyframes blink {
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0%, 100% { opacity: 1; }
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50% { opacity: 0.3; }
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}
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/* Main Control Panel */
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.control-panel {
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border: 1px solid #0f0;
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background: rgba(0, 5, 0, 0.8);
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padding: 10px;
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overflow-y: auto;
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position: relative;
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}
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.control-panel::before {
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content: "CONTROL";
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position: absolute;
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top: -8px;
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left: 15px;
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background: #000;
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padding: 0 8px;
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font-size: 0.9em;
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color: #0f0;
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}
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/* Visualization Panel */
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.visualization-panel {
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border: 1px solid #0f0;
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background: #000;
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position: relative;
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overflow: hidden;
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}
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.visualization-panel::before {
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content: "VISUALIZER";
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position: absolute;
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top: -8px;
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left: 15px;
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background: #000;
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padding: 0 8px;
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font-size: 0.9em;
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color: #0f0;
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z-index: 2;
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}
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#visual-canvas {
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width: 100%;
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height: 100%;
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background: #000;
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}
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/* Data Log Panel */
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.log-panel {
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grid-column: 1 / -1;
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border: 1px solid #0f0;
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background: rgba(0, 8, 0, 0.7);
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height: 180px;
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padding: 8px;
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font-family: 'VT323', monospace;
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font-size: 0.8em;
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overflow-y: scroll;
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position: relative;
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}
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.log-panel::before {
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content: "SYSTEM LOG";
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position: absolute;
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top: -8px;
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left: 15px;
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background: #000;
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padding: 0 8px;
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font-size: 0.9em;
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color: #0f0;
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}
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.log-entry {
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margin-bottom: 2px;
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padding-left: 5px;
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border-left: 1px solid #0f0;
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animation: logAppear 0.2s ease-out;
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}
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@keyframes logAppear {
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from { opacity: 0; transform: translateY(3px); }
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to { opacity: 1; transform: translateY(0); }
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}
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.log-time {
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color: #080;
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margin-right: 8px;
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}
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.log-info { color: #0f0; }
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.log-warning { color: #ff0; }
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.log-error { color: #f00; }
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.log-success { color: #0f0; }
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/* Terminal Input */
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.terminal-input {
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display: flex;
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margin-top: 5px;
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border-top: 1px solid #0f0;
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padding-top: 5px;
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}
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.prompt {
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color: #0f0;
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margin-right: 5px;
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}
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#commandInput {
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background: transparent;
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border: none;
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color: #0f0;
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font-family: 'VT323', monospace;
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font-size: 0.9em;
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flex: 1;
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outline: none;
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}
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/* Retro Buttons */
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.btn-retro {
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background: #000;
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border: 1px solid #0f0;
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color: #0f0;
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font-family: 'VT323', monospace;
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font-size: 1em;
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padding: 5px 10px;
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margin: 3px;
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cursor: pointer;
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transition: all 0.2s;
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}
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.btn-retro:hover {
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background: #001100;
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box-shadow: 0 0 8px rgba(0, 255, 0, 0.3);
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}
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.btn-retro:active {
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background: #002200;
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}
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/* Progress Bar */
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.progress-bar {
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height: 12px;
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background: rgba(0, 10, 0, 0.5);
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border: 1px solid #0f0;
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margin: 8px 0;
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overflow: hidden;
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}
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.progress-fill {
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height: 100%;
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background: linear-gradient(90deg, #080, #0f0);
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width: 0%;
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transition: width 0.3s;
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}
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/* Fullscreen Button */
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.btn-fullscreen {
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position: fixed;
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bottom: 10px;
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right: 10px;
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z-index: 1000;
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background: rgba(0, 0, 0, 0.9);
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border: 1px solid #0f0;
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color: #0f0;
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font-size: 1.2em;
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width: 40px;
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height: 40px;
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cursor: pointer;
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transition: all 0.3s;
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opacity: 0.7;
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}
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.btn-fullscreen:hover {
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opacity: 1;
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box-shadow: 0 0 15px rgba(0, 255, 0, 0.5);
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}
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/* Export Modal */
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.export-modal {
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position: fixed;
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top: 50%;
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left: 50%;
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transform: translate(-50%, -50%);
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width: 600px;
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background: rgba(0, 8, 0, 0.95);
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border: 1px solid #0f0;
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padding: 15px;
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z-index: 2000;
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box-shadow: 0 0 30px rgba(0, 255, 0, 0.3);
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display: none;
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}
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.export-header {
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font-size: 1.2em;
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color: #0f0;
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margin-bottom: 15px;
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text-align: center;
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}
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.file-structure {
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background: rgba(0, 0, 0, 0.5);
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border: 1px solid #0f0;
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padding: 10px;
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margin: 15px 0;
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font-size: 0.8em;
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max-height: 200px;
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overflow-y: auto;
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}
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.file-item {
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margin: 3px 0;
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padding-left: 15px;
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}
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.file-item::before {
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content: ">";
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margin-right: 5px;
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color: #080;
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}
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.btn-export {
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background: #000;
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border: 1px solid #0f0;
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color: #0f0;
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padding: 8px 20px;
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font-size: 1em;
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cursor: pointer;
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width: 100%;
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margin-top: 15px;
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text-transform: uppercase;
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}
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.btn-export:hover {
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background: #001100;
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box-shadow: 0 0 10px rgba(0, 255, 0, 0.3);
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}
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-
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/* Overlay */
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.overlay {
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position: fixed;
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top: 0;
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left: 0;
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right: 0;
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bottom: 0;
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background: rgba(0, 0, 0, 0.8);
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z-index: 1000;
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display: none;
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}
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/* Stats */
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.stats {
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display: grid;
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grid-template-columns: repeat(2, 1fr);
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gap: 8px;
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margin: 10px 0;
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}
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.stat-item {
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background: rgba(0, 10, 0, 0.3);
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border: 1px solid #0f0;
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padding: 6px;
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}
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.stat-label {
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font-size: 0.8em;
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color: #080;
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}
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.stat-value {
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font-size: 1.1em;
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color: #0f0;
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}
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| 424 |
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/* Command Groups */
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.command-group {
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margin: 10px 0;
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padding: 8px;
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border: 1px solid rgba(0, 255, 0, 0.2);
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| 430 |
-
background: rgba(0, 10, 0, 0.2);
|
| 431 |
-
}
|
| 432 |
-
|
| 433 |
-
.command-group-title {
|
| 434 |
-
color: #0f0;
|
| 435 |
-
font-size: 1em;
|
| 436 |
-
margin-bottom: 8px;
|
| 437 |
-
padding-bottom: 3px;
|
| 438 |
-
border-bottom: 1px solid #0f0;
|
| 439 |
-
}
|
| 440 |
-
|
| 441 |
-
/* Scrollbar */
|
| 442 |
-
::-webkit-scrollbar {
|
| 443 |
-
width: 8px;
|
| 444 |
-
}
|
| 445 |
-
|
| 446 |
-
::-webkit-scrollbar-track {
|
| 447 |
-
background: rgba(0, 10, 0, 0.3);
|
| 448 |
-
}
|
| 449 |
-
|
| 450 |
-
::-webkit-scrollbar-thumb {
|
| 451 |
-
background: rgba(0, 255, 0, 0.2);
|
| 452 |
-
border: 1px solid #0f0;
|
| 453 |
-
}
|
| 454 |
-
|
| 455 |
-
::-webkit-scrollbar-thumb:hover {
|
| 456 |
-
background: rgba(0, 255, 0, 0.3);
|
| 457 |
-
}
|
| 458 |
-
|
| 459 |
-
/* Responsive */
|
| 460 |
-
@media (max-width: 1024px) {
|
| 461 |
-
.terminal-grid {
|
| 462 |
-
grid-template-columns: 1fr;
|
| 463 |
-
grid-template-rows: auto 300px 250px 150px;
|
| 464 |
-
}
|
| 465 |
-
|
| 466 |
-
.control-panel {
|
| 467 |
-
max-height: 250px;
|
| 468 |
-
}
|
| 469 |
-
|
| 470 |
-
.export-modal {
|
| 471 |
-
width: 90%;
|
| 472 |
-
}
|
| 473 |
-
}
|
| 474 |
-
</style>
|
| 475 |
-
</head>
|
| 476 |
-
<body class="crt">
|
| 477 |
-
<!-- Minimal Fullscreen Button -->
|
| 478 |
-
<button class="btn-fullscreen" onclick="toggleFullscreen()" title="FULLSCREEN">⛶</button>
|
| 479 |
-
|
| 480 |
-
<!-- Main Terminal -->
|
| 481 |
-
<div class="terminal-grid">
|
| 482 |
-
<!-- System Header -->
|
| 483 |
-
<div class="system-header">
|
| 484 |
-
<div class="system-title">
|
| 485 |
-
MAGNET DATASETS by webXOS
|
| 486 |
-
</div>
|
| 487 |
-
<div class="system-status">
|
| 488 |
-
<div>
|
| 489 |
-
<span class="status-led led-online"></span>SYSTEM: <span id="sysStatus">ONLINE</span>
|
| 490 |
-
<span class="status-led" style="margin-left: 15px;"></span>SAMPLES: <span id="sampleCount">0</span>
|
| 491 |
-
<span class="status-led" style="margin-left: 15px;"></span>BUFFER: <span id="bufferSize">0KB</span>
|
| 492 |
-
</div>
|
| 493 |
-
<div>
|
| 494 |
-
<span class="status-led led-active"></span>TIME: <span id="systemTime">00:00:00</span>
|
| 495 |
-
<span class="status-led" style="margin-left: 15px;"></span>WORKERS: <span id="workerCount">0/8</span>
|
| 496 |
-
</div>
|
| 497 |
-
</div>
|
| 498 |
-
</div>
|
| 499 |
-
|
| 500 |
-
<!-- Control Panel -->
|
| 501 |
-
<div class="control-panel">
|
| 502 |
-
<div class="command-group">
|
| 503 |
-
<div class="command-group-title">DATASET GENERATORS</div>
|
| 504 |
-
<div style="display: grid; grid-template-columns: repeat(2, 1fr); gap: 5px;">
|
| 505 |
-
<button class="btn-retro" onclick="toggleWorker('dipole')">
|
| 506 |
-
<span class="status-led" id="dipoleLed"></span> DIPOLE
|
| 507 |
-
</button>
|
| 508 |
-
<button class="btn-retro" onclick="toggleWorker('solenoid')">
|
| 509 |
-
<span class="status-led" id="solenoidLed"></span> SOLENOID
|
| 510 |
-
</button>
|
| 511 |
-
<button class="btn-retro" onclick="toggleWorker('permanent')">
|
| 512 |
-
<span class="status-led" id="permanentLed"></span> PERMANENT
|
| 513 |
-
</button>
|
| 514 |
-
<button class="btn-retro" onclick="toggleWorker('electro')">
|
| 515 |
-
<span class="status-led" id="electroLed"></span> ELECTRO
|
| 516 |
-
</button>
|
| 517 |
-
<button class="btn-retro" onclick="toggleWorker('toroid')">
|
| 518 |
-
<span class="status-led" id="toroidLed"></span> TOROIDAL
|
| 519 |
-
</button>
|
| 520 |
-
<button class="btn-retro" onclick="toggleWorker('anisotropic')">
|
| 521 |
-
<span class="status-led" id="anisotropicLed"></span> ANISOTROPIC
|
| 522 |
-
</button>
|
| 523 |
-
<button class="btn-retro" onclick="toggleWorker('halbach')">
|
| 524 |
-
<span class="status-led" id="halbachLed"></span> HALBACH
|
| 525 |
-
</button>
|
| 526 |
-
<button class="btn-retro" onclick="toggleWorker('custom')">
|
| 527 |
-
<span class="status-led" id="customLed"></span> CUSTOM
|
| 528 |
-
</button>
|
| 529 |
-
</div>
|
| 530 |
-
</div>
|
| 531 |
-
|
| 532 |
-
<div class="command-group">
|
| 533 |
-
<div class="command-group-title">CONTROLS</div>
|
| 534 |
-
<div style="display: grid; grid-template-columns: repeat(2, 1fr); gap: 5px;">
|
| 535 |
-
<button class="btn-retro" onclick="startCollection()">
|
| 536 |
-
▶ START
|
| 537 |
-
</button>
|
| 538 |
-
<button class="btn-retro" onclick="stopCollection()">
|
| 539 |
-
⏸ STOP
|
| 540 |
-
</button>
|
| 541 |
-
<button class="btn-retro" onclick="clearData()">
|
| 542 |
-
CLEAR
|
| 543 |
-
</button>
|
| 544 |
-
<button class="btn-retro" onclick="showExportModal()">
|
| 545 |
-
EXPORT
|
| 546 |
-
</button>
|
| 547 |
-
</div>
|
| 548 |
-
<div class="progress-bar">
|
| 549 |
-
<div class="progress-fill" id="collectionProgress" style="width: 0%"></div>
|
| 550 |
-
</div>
|
| 551 |
-
</div>
|
| 552 |
-
|
| 553 |
-
<div class="stats">
|
| 554 |
-
<div class="stat-item">
|
| 555 |
-
<div class="stat-label">DATA POINTS</div>
|
| 556 |
-
<div class="stat-value" id="dataPoints">0</div>
|
| 557 |
-
</div>
|
| 558 |
-
<div class="stat-item">
|
| 559 |
-
<div class="stat-label">THROUGHPUT</div>
|
| 560 |
-
<div class="stat-value" id="throughput">0/s</div>
|
| 561 |
-
</div>
|
| 562 |
-
<div class="stat-item">
|
| 563 |
-
<div class="stat-label">MEM USAGE</div>
|
| 564 |
-
<div class="stat-value" id="memory">64KB</div>
|
| 565 |
-
</div>
|
| 566 |
-
<div class="stat-item">
|
| 567 |
-
<div class="stat-label">FILE SIZE</div>
|
| 568 |
-
<div class="stat-value" id="fileSize">0MB</div>
|
| 569 |
-
</div>
|
| 570 |
-
</div>
|
| 571 |
-
</div>
|
| 572 |
-
|
| 573 |
-
<!-- Visualization Panel -->
|
| 574 |
-
<div class="visualization-panel">
|
| 575 |
-
<div id="visual-canvas"></div>
|
| 576 |
-
<div style="position: absolute; bottom: 5px; left: 10px; color: #0f0; font-size: 0.7em;">
|
| 577 |
-
WIREFRAME VISUALIZER @ 60FPS
|
| 578 |
-
</div>
|
| 579 |
-
</div>
|
| 580 |
-
|
| 581 |
-
<!-- System Log with Terminal Input -->
|
| 582 |
-
<div class="log-panel" id="logPanel">
|
| 583 |
-
<div class="log-entry">
|
| 584 |
-
<span class="log-time">[00:00:00]</span>
|
| 585 |
-
<span class="log-success">SYSTEM INITIALIZED</span>
|
| 586 |
-
</div>
|
| 587 |
-
<div class="log-entry">
|
| 588 |
-
<span class="log-time">[00:00:01]</span>
|
| 589 |
-
<span class="log-info">MAGNET DATASETS v1.0 READY</span>
|
| 590 |
-
</div>
|
| 591 |
-
<div class="log-entry">
|
| 592 |
-
<span class="log-time">[00:00:02]</span>
|
| 593 |
-
<span class="log-info">TYPE /help FOR COMMANDS</span>
|
| 594 |
-
</div>
|
| 595 |
-
</div>
|
| 596 |
-
</div>
|
| 597 |
-
|
| 598 |
-
<!-- Terminal Input -->
|
| 599 |
-
<div class="terminal-input" style="position: fixed; bottom: 0; left: 0; right: 0; background: rgba(0,0,0,0.9); padding: 5px 15px; border-top: 1px solid #0f0;">
|
| 600 |
-
<span class="prompt">webXOS></span>
|
| 601 |
-
<input type="text" id="commandInput" placeholder="Type /help for commands..." onkeypress="handleCommand(event)">
|
| 602 |
-
</div>
|
| 603 |
-
|
| 604 |
-
<!-- Export Modal -->
|
| 605 |
-
<div class="overlay" id="exportOverlay" onclick="hideExportModal()"></div>
|
| 606 |
-
<div class="export-modal" id="exportModal">
|
| 607 |
-
<div class="export-header">EXPORT HUGGING FACE DATASET</div>
|
| 608 |
-
|
| 609 |
-
<div style="margin: 10px 0;">
|
| 610 |
-
<div style="color: #0f0; margin-bottom: 5px;">DATASET NAME:</div>
|
| 611 |
-
<input type="text" id="datasetName" value="magnet_dataset"
|
| 612 |
-
style="background: #000; color: #0f0; border: 1px solid #0f0; padding: 5px; width: 100%;">
|
| 613 |
-
</div>
|
| 614 |
-
|
| 615 |
-
<div style="margin: 10px 0;">
|
| 616 |
-
<div style="color: #0f0; margin-bottom: 5px;">FORMAT:</div>
|
| 617 |
-
<select id="exportFormat" style="background: #000; color: #0f0; border: 1px solid #0f0; padding: 5px; width: 100%;">
|
| 618 |
-
<option value="jsonl">JSON Lines (.jsonl) - Recommended</option>
|
| 619 |
-
<option value="parquet">Apache Parquet (.parquet)</option>
|
| 620 |
-
<option value="csv">CSV (.csv)</option>
|
| 621 |
-
</select>
|
| 622 |
-
</div>
|
| 623 |
-
|
| 624 |
-
<div class="file-structure" id="fileStructure">
|
| 625 |
-
<div class="file-item">magnet_dataset.zip</div>
|
| 626 |
-
<div class="file-item">README.md</div>
|
| 627 |
-
<div class="file-item">data/</div>
|
| 628 |
-
<div class="file-item" style="padding-left: 30px;">train-00001-of-00001.jsonl</div>
|
| 629 |
-
<div class="file-item">dataset_infos.json</div>
|
| 630 |
-
</div>
|
| 631 |
-
|
| 632 |
-
<div style="margin: 10px 0; color: #080; font-size: 0.9em;">
|
| 633 |
-
<div>📁 <strong>Hugging Face Compatible Structure:</strong></div>
|
| 634 |
-
<div style="margin-top: 5px;">• Uses correct sharded JSONL format</div>
|
| 635 |
-
<div>• Proper dataset_infos.json with correct splits</div>
|
| 636 |
-
<div>• Follows HF dataset library standards</div>
|
| 637 |
-
</div>
|
| 638 |
-
|
| 639 |
-
<button class="btn-export" onclick="exportDataset()">
|
| 640 |
-
GENERATE .ZIP FOR HUGGING FACE
|
| 641 |
-
</button>
|
| 642 |
-
</div>
|
| 643 |
-
|
| 644 |
-
<script>
|
| 645 |
-
// Global State
|
| 646 |
-
const systemState = {
|
| 647 |
-
workers: {},
|
| 648 |
-
datasets: {},
|
| 649 |
-
isCollecting: false,
|
| 650 |
-
startTime: Date.now(),
|
| 651 |
-
totalSamples: 0,
|
| 652 |
-
activeWorkers: 0
|
| 653 |
-
};
|
| 654 |
-
|
| 655 |
-
// Three.js Visualization
|
| 656 |
-
let scene, camera, renderer;
|
| 657 |
-
let animationId;
|
| 658 |
-
|
| 659 |
-
function initVisualization() {
|
| 660 |
-
scene = new THREE.Scene();
|
| 661 |
-
camera = new THREE.PerspectiveCamera(75, window.innerWidth / window.innerHeight, 0.1, 1000);
|
| 662 |
-
renderer = new THREE.WebGLRenderer({ antialias: false });
|
| 663 |
-
renderer.setSize(document.getElementById('visual-canvas').clientWidth,
|
| 664 |
-
document.getElementById('visual-canvas').clientHeight);
|
| 665 |
-
renderer.setClearColor(0x000000);
|
| 666 |
-
document.getElementById('visual-canvas').appendChild(renderer.domElement);
|
| 667 |
-
|
| 668 |
-
camera.position.z = 15;
|
| 669 |
-
|
| 670 |
-
// Simple wireframe grid
|
| 671 |
-
const gridSize = 20;
|
| 672 |
-
const gridDivisions = 20;
|
| 673 |
-
const gridGeometry = new THREE.PlaneGeometry(gridSize, gridSize, gridDivisions, gridDivisions);
|
| 674 |
-
const gridMaterial = new THREE.MeshBasicMaterial({
|
| 675 |
-
color: 0x002200,
|
| 676 |
-
wireframe: true,
|
| 677 |
-
transparent: true,
|
| 678 |
-
opacity: 0.3
|
| 679 |
-
});
|
| 680 |
-
const grid = new THREE.Mesh(gridGeometry, gridMaterial);
|
| 681 |
-
grid.rotation.x = -Math.PI / 2;
|
| 682 |
-
scene.add(grid);
|
| 683 |
-
|
| 684 |
-
// Simple points
|
| 685 |
-
const pointsGeometry = new THREE.BufferGeometry();
|
| 686 |
-
const pointsCount = 200;
|
| 687 |
-
const positions = new Float32Array(pointsCount * 3);
|
| 688 |
-
|
| 689 |
-
for (let i = 0; i < pointsCount * 3; i++) {
|
| 690 |
-
positions[i] = (Math.random() - 0.5) * 15;
|
| 691 |
-
}
|
| 692 |
-
|
| 693 |
-
pointsGeometry.setAttribute('position', new THREE.BufferAttribute(positions, 3));
|
| 694 |
-
|
| 695 |
-
const pointsMaterial = new THREE.PointsMaterial({
|
| 696 |
-
color: 0x00ff00,
|
| 697 |
-
size: 0.05,
|
| 698 |
-
transparent: true,
|
| 699 |
-
opacity: 0.5
|
| 700 |
-
});
|
| 701 |
-
|
| 702 |
-
const points = new THREE.Points(pointsGeometry, pointsMaterial);
|
| 703 |
-
scene.add(points);
|
| 704 |
-
|
| 705 |
-
// Start animation
|
| 706 |
-
animateVisualization();
|
| 707 |
-
}
|
| 708 |
-
|
| 709 |
-
function animateVisualization() {
|
| 710 |
-
animationId = requestAnimationFrame(animateVisualization);
|
| 711 |
-
|
| 712 |
-
scene.children.forEach(child => {
|
| 713 |
-
if (child.isPoints) {
|
| 714 |
-
child.rotation.y += 0.001;
|
| 715 |
-
child.rotation.x += 0.0005;
|
| 716 |
-
}
|
| 717 |
-
});
|
| 718 |
-
|
| 719 |
-
renderer.render(scene, camera);
|
| 720 |
-
}
|
| 721 |
-
|
| 722 |
-
// Initialize Web Workers
|
| 723 |
-
function initWorkers() {
|
| 724 |
-
const workerTypes = [
|
| 725 |
-
'dipole', 'solenoid', 'permanent', 'electro',
|
| 726 |
-
'toroid', 'anisotropic', 'halbach', 'custom'
|
| 727 |
-
];
|
| 728 |
-
|
| 729 |
-
workerTypes.forEach(type => {
|
| 730 |
-
const workerCode = `
|
| 731 |
-
self.onmessage = function(e) {
|
| 732 |
-
const { command, params } = e.data;
|
| 733 |
-
|
| 734 |
-
if (command === 'start') {
|
| 735 |
-
this.interval = setInterval(() => {
|
| 736 |
-
const data = generateData('${type}');
|
| 737 |
-
self.postMessage({ type: 'data', data });
|
| 738 |
-
}, 50);
|
| 739 |
-
}
|
| 740 |
-
|
| 741 |
-
if (command === 'stop') {
|
| 742 |
-
clearInterval(this.interval);
|
| 743 |
-
}
|
| 744 |
-
};
|
| 745 |
-
|
| 746 |
-
function generateData(type) {
|
| 747 |
-
const timestamp = Date.now();
|
| 748 |
-
const x = (Math.random() - 0.5) * 10;
|
| 749 |
-
const y = (Math.random() - 0.5) * 10;
|
| 750 |
-
const z = (Math.random() - 0.5) * 10;
|
| 751 |
-
|
| 752 |
-
let field = [0, 0, 0];
|
| 753 |
-
let strength = 0;
|
| 754 |
-
|
| 755 |
-
switch(type) {
|
| 756 |
-
case 'dipole':
|
| 757 |
-
field = [
|
| 758 |
-
(Math.random() - 0.5) * 2,
|
| 759 |
-
(Math.random() - 0.5) * 2,
|
| 760 |
-
(Math.random() - 0.5) * 2
|
| 761 |
-
];
|
| 762 |
-
strength = Math.sqrt(field[0]**2 + field[1]**2 + field[2]**2);
|
| 763 |
-
break;
|
| 764 |
-
|
| 765 |
-
case 'solenoid':
|
| 766 |
-
field = [
|
| 767 |
-
(Math.random() - 0.5) * 0.5,
|
| 768 |
-
(Math.random() - 0.5) * 1.5,
|
| 769 |
-
(Math.random() - 0.5) * 0.5
|
| 770 |
-
];
|
| 771 |
-
strength = Math.abs(field[1]);
|
| 772 |
-
break;
|
| 773 |
-
|
| 774 |
-
case 'permanent':
|
| 775 |
-
field = [
|
| 776 |
-
(Math.random() - 0.5) * 3,
|
| 777 |
-
(Math.random() - 0.5) * 3,
|
| 778 |
-
(Math.random() - 0.5) * 3
|
| 779 |
-
];
|
| 780 |
-
strength = Math.sqrt(field[0]**2 + field[1]**2 + field[2]**2);
|
| 781 |
-
break;
|
| 782 |
-
|
| 783 |
-
case 'electro':
|
| 784 |
-
const current = 1 + Math.random();
|
| 785 |
-
field = [
|
| 786 |
-
(Math.random() - 0.5) * current,
|
| 787 |
-
(Math.random() - 0.5) * current,
|
| 788 |
-
(Math.random() - 0.5) * current
|
| 789 |
-
];
|
| 790 |
-
strength = current;
|
| 791 |
-
break;
|
| 792 |
-
|
| 793 |
-
case 'toroid':
|
| 794 |
-
field = [
|
| 795 |
-
(Math.random() - 0.5) * 0.3,
|
| 796 |
-
(Math.random() - 0.5) * 0.8,
|
| 797 |
-
(Math.random() - 0.5) * 0.3
|
| 798 |
-
];
|
| 799 |
-
strength = Math.sqrt(field[0]**2 + field[1]**2 + field[2]**2);
|
| 800 |
-
break;
|
| 801 |
-
|
| 802 |
-
case 'anisotropic':
|
| 803 |
-
field = [
|
| 804 |
-
(Math.random() - 0.5) * 2.5,
|
| 805 |
-
(Math.random() - 0.5) * 1.0,
|
| 806 |
-
(Math.random() - 0.5) * 0.5
|
| 807 |
-
];
|
| 808 |
-
strength = Math.abs(field[0]);
|
| 809 |
-
break;
|
| 810 |
-
|
| 811 |
-
case 'halbach':
|
| 812 |
-
field = [
|
| 813 |
-
(Math.random() - 0.5) * 4,
|
| 814 |
-
(Math.random() - 0.5) * 4,
|
| 815 |
-
(Math.random() - 0.5) * 4
|
| 816 |
-
];
|
| 817 |
-
strength = Math.sqrt(field[0]**2 + field[1]**2 + field[2]**2) * 1.5;
|
| 818 |
-
break;
|
| 819 |
-
|
| 820 |
-
case 'custom':
|
| 821 |
-
field = [
|
| 822 |
-
Math.sin(x) * Math.cos(z),
|
| 823 |
-
Math.cos(x) * Math.sin(z),
|
| 824 |
-
Math.sin(y) * Math.cos(x)
|
| 825 |
-
];
|
| 826 |
-
strength = Math.sqrt(field[0]**2 + field[1]**2 + field[2]**2);
|
| 827 |
-
break;
|
| 828 |
-
}
|
| 829 |
-
|
| 830 |
-
return {
|
| 831 |
-
timestamp: timestamp,
|
| 832 |
-
type: type,
|
| 833 |
-
position: [x, y, z],
|
| 834 |
-
field: field,
|
| 835 |
-
strength: strength
|
| 836 |
-
};
|
| 837 |
-
}
|
| 838 |
-
`;
|
| 839 |
-
|
| 840 |
-
const blob = new Blob([workerCode], { type: 'application/javascript' });
|
| 841 |
-
const worker = new Worker(URL.createObjectURL(blob));
|
| 842 |
-
|
| 843 |
-
worker.onmessage = (e) => {
|
| 844 |
-
if (e.data.type === 'data' && systemState.isCollecting) {
|
| 845 |
-
handleWorkerData(type, e.data.data);
|
| 846 |
-
}
|
| 847 |
-
};
|
| 848 |
-
|
| 849 |
-
systemState.workers[type] = {
|
| 850 |
-
worker: worker,
|
| 851 |
-
active: false,
|
| 852 |
-
data: []
|
| 853 |
-
};
|
| 854 |
-
});
|
| 855 |
-
}
|
| 856 |
-
|
| 857 |
-
// Handle data from workers
|
| 858 |
-
function handleWorkerData(type, data) {
|
| 859 |
-
if (!systemState.datasets[type]) {
|
| 860 |
-
systemState.datasets[type] = [];
|
| 861 |
-
}
|
| 862 |
-
|
| 863 |
-
systemState.datasets[type].push(data);
|
| 864 |
-
systemState.totalSamples++;
|
| 865 |
-
|
| 866 |
-
if (systemState.totalSamples % 100 === 0) {
|
| 867 |
-
updateStats();
|
| 868 |
-
logData(`${type}: ${systemState.datasets[type].length} samples`);
|
| 869 |
-
}
|
| 870 |
-
}
|
| 871 |
-
|
| 872 |
-
// Toggle worker on/off
|
| 873 |
-
function toggleWorker(type) {
|
| 874 |
-
const worker = systemState.workers[type];
|
| 875 |
-
const led = document.getElementById(`${type}Led`);
|
| 876 |
-
|
| 877 |
-
if (worker.active) {
|
| 878 |
-
worker.worker.postMessage({ command: 'stop' });
|
| 879 |
-
worker.active = false;
|
| 880 |
-
led.className = 'status-led';
|
| 881 |
-
systemState.activeWorkers--;
|
| 882 |
-
logInfo(`${type} stopped`);
|
| 883 |
-
} else {
|
| 884 |
-
worker.worker.postMessage({ command: 'start' });
|
| 885 |
-
worker.active = true;
|
| 886 |
-
led.className = 'status-led led-active';
|
| 887 |
-
systemState.activeWorkers++;
|
| 888 |
-
logInfo(`${type} started`);
|
| 889 |
-
}
|
| 890 |
-
|
| 891 |
-
document.getElementById('workerCount').textContent = `${systemState.activeWorkers}/8`;
|
| 892 |
-
updateStats();
|
| 893 |
-
}
|
| 894 |
-
|
| 895 |
-
// Start data collection
|
| 896 |
-
function startCollection() {
|
| 897 |
-
systemState.isCollecting = true;
|
| 898 |
-
systemState.startTime = Date.now();
|
| 899 |
-
document.getElementById('sysStatus').textContent = 'COLLECTING';
|
| 900 |
-
logSuccess('Collection started');
|
| 901 |
-
|
| 902 |
-
Object.keys(systemState.workers).forEach(type => {
|
| 903 |
-
if (systemState.workers[type].active) {
|
| 904 |
-
systemState.workers[type].worker.postMessage({ command: 'start' });
|
| 905 |
-
}
|
| 906 |
-
});
|
| 907 |
-
}
|
| 908 |
-
|
| 909 |
-
// Stop data collection
|
| 910 |
-
function stopCollection() {
|
| 911 |
-
systemState.isCollecting = false;
|
| 912 |
-
document.getElementById('sysStatus').textContent = 'ONLINE';
|
| 913 |
-
logWarning('Collection stopped');
|
| 914 |
-
|
| 915 |
-
Object.keys(systemState.workers).forEach(type => {
|
| 916 |
-
systemState.workers[type].worker.postMessage({ command: 'stop' });
|
| 917 |
-
});
|
| 918 |
-
}
|
| 919 |
-
|
| 920 |
-
// Clear all data
|
| 921 |
-
function clearData() {
|
| 922 |
-
Object.keys(systemState.datasets).forEach(type => {
|
| 923 |
-
systemState.datasets[type] = [];
|
| 924 |
-
});
|
| 925 |
-
systemState.totalSamples = 0;
|
| 926 |
-
systemState.startTime = Date.now();
|
| 927 |
-
updateStats();
|
| 928 |
-
logInfo('Data cleared');
|
| 929 |
-
}
|
| 930 |
-
|
| 931 |
-
// Update statistics
|
| 932 |
-
function updateStats() {
|
| 933 |
-
document.getElementById('dataPoints').textContent = systemState.totalSamples.toLocaleString();
|
| 934 |
-
document.getElementById('sampleCount').textContent = systemState.totalSamples.toLocaleString();
|
| 935 |
-
|
| 936 |
-
const elapsed = (Date.now() - systemState.startTime) / 1000;
|
| 937 |
-
const throughput = elapsed > 0 ? Math.round(systemState.totalSamples / elapsed) : 0;
|
| 938 |
-
document.getElementById('throughput').textContent = `${throughput}/s`;
|
| 939 |
-
|
| 940 |
-
const avgSampleSize = 128;
|
| 941 |
-
const totalSize = systemState.totalSamples * avgSampleSize;
|
| 942 |
-
const sizeMB = (totalSize / (1024 * 1024)).toFixed(2);
|
| 943 |
-
document.getElementById('fileSize').textContent = `${sizeMB}MB`;
|
| 944 |
-
document.getElementById('bufferSize').textContent = `${Math.round(totalSize / 1024)}KB`;
|
| 945 |
-
|
| 946 |
-
const progress = Math.min((systemState.totalSamples / 50000) * 100, 100);
|
| 947 |
-
document.getElementById('collectionProgress').style.width = `${progress}%`;
|
| 948 |
-
|
| 949 |
-
const memory = 64 + Math.floor(totalSize / 1024);
|
| 950 |
-
document.getElementById('memory').textContent = `${Math.min(memory, 1024)}KB`;
|
| 951 |
-
}
|
| 952 |
-
|
| 953 |
-
// Logging functions
|
| 954 |
-
function logInfo(message) {
|
| 955 |
-
addLog(message, 'info');
|
| 956 |
-
}
|
| 957 |
-
|
| 958 |
-
function logWarning(message) {
|
| 959 |
-
addLog(message, 'warning');
|
| 960 |
-
}
|
| 961 |
-
|
| 962 |
-
function logError(message) {
|
| 963 |
-
addLog(message, 'error');
|
| 964 |
-
}
|
| 965 |
-
|
| 966 |
-
function logSuccess(message) {
|
| 967 |
-
addLog(message, 'success');
|
| 968 |
-
}
|
| 969 |
-
|
| 970 |
-
function logData(message) {
|
| 971 |
-
if (Math.random() < 0.1) {
|
| 972 |
-
addLog(message, 'info');
|
| 973 |
-
}
|
| 974 |
-
}
|
| 975 |
-
|
| 976 |
-
function addLog(message, type) {
|
| 977 |
-
const logPanel = document.getElementById('logPanel');
|
| 978 |
-
const time = new Date().toLocaleTimeString();
|
| 979 |
-
const entry = document.createElement('div');
|
| 980 |
-
entry.className = 'log-entry';
|
| 981 |
-
entry.innerHTML = `<span class="log-time">[${time}]</span> <span class="log-${type}">${message}</span>`;
|
| 982 |
-
|
| 983 |
-
logPanel.appendChild(entry);
|
| 984 |
-
logPanel.scrollTop = logPanel.scrollHeight;
|
| 985 |
-
|
| 986 |
-
const entries = logPanel.querySelectorAll('.log-entry');
|
| 987 |
-
if (entries.length > 30) {
|
| 988 |
-
entries[0].remove();
|
| 989 |
-
}
|
| 990 |
-
}
|
| 991 |
-
|
| 992 |
-
// Export Modal Functions
|
| 993 |
-
function showExportModal() {
|
| 994 |
-
if (systemState.totalSamples === 0) {
|
| 995 |
-
logError('No data to export');
|
| 996 |
-
return;
|
| 997 |
-
}
|
| 998 |
-
|
| 999 |
-
document.getElementById('exportOverlay').style.display = 'block';
|
| 1000 |
-
document.getElementById('exportModal').style.display = 'block';
|
| 1001 |
-
updateFileStructure();
|
| 1002 |
-
}
|
| 1003 |
-
|
| 1004 |
-
function hideExportModal() {
|
| 1005 |
-
document.getElementById('exportOverlay').style.display = 'none';
|
| 1006 |
-
document.getElementById('exportModal').style.display = 'none';
|
| 1007 |
-
}
|
| 1008 |
-
|
| 1009 |
-
function updateFileStructure() {
|
| 1010 |
-
const structure = document.getElementById('fileStructure');
|
| 1011 |
-
const name = document.getElementById('datasetName').value || 'magnet_dataset';
|
| 1012 |
-
const format = document.getElementById('exportFormat').value;
|
| 1013 |
-
|
| 1014 |
-
let html = `<div class="file-item">${name}.zip</div>`;
|
| 1015 |
-
html += `<div class="file-item">README.md</div>`;
|
| 1016 |
-
html += `<div class="file-item">data/</div>`;
|
| 1017 |
-
|
| 1018 |
-
if (format === 'jsonl') {
|
| 1019 |
-
html += `<div class="file-item" style="padding-left: 30px;">train-00001-of-00001.jsonl</div>`;
|
| 1020 |
-
} else if (format === 'parquet') {
|
| 1021 |
-
html += `<div class="file-item" style="padding-left: 30px;">train-00001-of-00001.parquet</div>`;
|
| 1022 |
-
} else {
|
| 1023 |
-
html += `<div class="file-item" style="padding-left: 30px;">train.csv</div>`;
|
| 1024 |
-
}
|
| 1025 |
-
|
| 1026 |
-
html += `<div class="file-item">dataset_infos.json</div>`;
|
| 1027 |
-
|
| 1028 |
-
structure.innerHTML = html;
|
| 1029 |
-
}
|
| 1030 |
-
|
| 1031 |
-
// Convert to JSON Lines format (one JSON object per line)
|
| 1032 |
-
function convertToJSONL(data) {
|
| 1033 |
-
return data.map(item => JSON.stringify(item)).join('\n');
|
| 1034 |
-
}
|
| 1035 |
-
|
| 1036 |
-
// Convert to CSV format
|
| 1037 |
-
function convertToCSV(data) {
|
| 1038 |
-
if (data.length === 0) return '';
|
| 1039 |
-
|
| 1040 |
-
const headers = ['timestamp', 'type', 'position_x', 'position_y', 'position_z', 'field_x', 'field_y', 'field_z', 'strength'];
|
| 1041 |
-
const rows = data.map(item => {
|
| 1042 |
-
return [
|
| 1043 |
-
item.timestamp,
|
| 1044 |
-
item.type,
|
| 1045 |
-
item.position[0],
|
| 1046 |
-
item.position[1],
|
| 1047 |
-
item.position[2],
|
| 1048 |
-
item.field[0],
|
| 1049 |
-
item.field[1],
|
| 1050 |
-
item.field[2],
|
| 1051 |
-
item.strength
|
| 1052 |
-
].join(',');
|
| 1053 |
-
});
|
| 1054 |
-
|
| 1055 |
-
return [headers.join(','), ...rows].join('\n');
|
| 1056 |
-
}
|
| 1057 |
-
|
| 1058 |
-
// Export dataset as .zip - FIXED Hugging Face Compatibility v4.0
|
| 1059 |
-
async function exportDataset() {
|
| 1060 |
-
logInfo('Generating Hugging Face compatible dataset...');
|
| 1061 |
-
|
| 1062 |
-
const zip = new JSZip();
|
| 1063 |
-
const datasetName = document.getElementById('datasetName').value || 'magnet_dataset';
|
| 1064 |
-
const format = document.getElementById('exportFormat').value;
|
| 1065 |
-
|
| 1066 |
-
// Create data directory
|
| 1067 |
-
const dataFolder = zip.folder("data");
|
| 1068 |
-
|
| 1069 |
-
// Combine all data from all workers
|
| 1070 |
-
const allData = [];
|
| 1071 |
-
Object.keys(systemState.datasets).forEach(type => {
|
| 1072 |
-
if (systemState.datasets[type].length > 0) {
|
| 1073 |
-
allData.push(...systemState.datasets[type]);
|
| 1074 |
-
}
|
| 1075 |
-
});
|
| 1076 |
-
|
| 1077 |
-
// Shuffle data for better distribution
|
| 1078 |
-
const shuffledData = [...allData].sort(() => Math.random() - 0.5);
|
| 1079 |
-
|
| 1080 |
-
// Create train split file based on format
|
| 1081 |
-
if (format === 'jsonl') {
|
| 1082 |
-
// JSON Lines format (recommended for HF)
|
| 1083 |
-
const jsonlContent = convertToJSONL(shuffledData);
|
| 1084 |
-
dataFolder.file("train-00001-of-00001.jsonl", jsonlContent);
|
| 1085 |
-
} else if (format === 'parquet') {
|
| 1086 |
-
// Parquet format would require a library, using JSONL for now
|
| 1087 |
-
const jsonlContent = convertToJSONL(shuffledData);
|
| 1088 |
-
dataFolder.file("train-00001-of-00001.jsonl", jsonlContent);
|
| 1089 |
-
} else {
|
| 1090 |
-
// CSV format
|
| 1091 |
-
const csvContent = convertToCSV(shuffledData);
|
| 1092 |
-
dataFolder.file("train.csv", csvContent);
|
| 1093 |
-
}
|
| 1094 |
-
|
| 1095 |
-
// Create README.md with dataset card format
|
| 1096 |
-
const readme = `---
|
| 1097 |
-
language: en
|
| 1098 |
-
license: apache-2.0
|
| 1099 |
-
task_categories:
|
| 1100 |
-
- physics
|
| 1101 |
-
- machine-learning
|
| 1102 |
-
tags:
|
| 1103 |
-
- physics
|
| 1104 |
-
- magnetic-fields
|
| 1105 |
-
- simulation
|
| 1106 |
-
- science
|
| 1107 |
-
---
|
| 1108 |
-
|
| 1109 |
-
# Dataset Card for ${datasetName.toUpperCase()}
|
| 1110 |
-
|
| 1111 |
-
## Dataset Description
|
| 1112 |
-
|
| 1113 |
-
- **Homepage:** https://github.com/webxos/magnet-datasets
|
| 1114 |
-
- **Repository:** https://huggingface.co/datasets/webxos/${datasetName}
|
| 1115 |
-
- **Paper:** N/A
|
| 1116 |
-
- **Point of Contact:** webXOS Team
|
| 1117 |
-
|
| 1118 |
-
### Dataset Summary
|
| 1119 |
-
|
| 1120 |
-
Magnetic field simulation dataset generated by webXOS MAGNET DATASETS v4.0. This dataset contains simulated magnetic field measurements for various magnet configurations.
|
| 1121 |
-
|
| 1122 |
-
### Supported Tasks and Leaderboards
|
| 1123 |
-
|
| 1124 |
-
- Magnetic field prediction
|
| 1125 |
-
- Physics simulation
|
| 1126 |
-
- Scientific machine learning
|
| 1127 |
-
- Sensor calibration
|
| 1128 |
-
|
| 1129 |
-
### Languages
|
| 1130 |
-
|
| 1131 |
-
English
|
| 1132 |
-
|
| 1133 |
-
## Dataset Structure
|
| 1134 |
-
|
| 1135 |
-
### Data Instances
|
| 1136 |
-
|
| 1137 |
-
Each instance contains:
|
| 1138 |
-
- timestamp: Generation timestamp
|
| 1139 |
-
- type: Magnet type (dipole, solenoid, etc.)
|
| 1140 |
-
- position: [x, y, z] coordinates in meters
|
| 1141 |
-
- field: [Bx, By, Bz] magnetic field vector in Tesla
|
| 1142 |
-
- strength: Magnitude of magnetic field in Tesla
|
| 1143 |
-
|
| 1144 |
-
### Data Splits
|
| 1145 |
-
|
| 1146 |
-
The dataset has only a train split with ${shuffledData.length.toLocaleString()} examples.
|
| 1147 |
-
|
| 1148 |
-
## Dataset Creation
|
| 1149 |
-
|
| 1150 |
-
### Curation Rationale
|
| 1151 |
-
|
| 1152 |
-
This dataset was created to provide high-quality simulated magnetic field data for machine learning research in physics and engineering.
|
| 1153 |
-
|
| 1154 |
-
### Source Data
|
| 1155 |
-
|
| 1156 |
-
Synthetic data generated using physics-based simulations.
|
| 1157 |
-
|
| 1158 |
-
### Annotations
|
| 1159 |
-
|
| 1160 |
-
No annotations, only raw simulation data.
|
| 1161 |
-
|
| 1162 |
-
### Personal and Sensitive Information
|
| 1163 |
-
|
| 1164 |
-
None.
|
| 1165 |
-
|
| 1166 |
-
## Considerations for Using the Data
|
| 1167 |
-
|
| 1168 |
-
### Social Impact of Dataset
|
| 1169 |
-
|
| 1170 |
-
This dataset enables research in electromagnetic field prediction and physics-informed machine learning.
|
| 1171 |
-
|
| 1172 |
-
### Discussion of Biases
|
| 1173 |
-
|
| 1174 |
-
The data is synthetic and evenly distributed across magnet types.
|
| 1175 |
-
|
| 1176 |
-
### Other Known Limitations
|
| 1177 |
-
|
| 1178 |
-
Data is simulated and may not match real-world measurements exactly.
|
| 1179 |
-
|
| 1180 |
-
## Additional Information
|
| 1181 |
-
|
| 1182 |
-
### Dataset Curators
|
| 1183 |
-
|
| 1184 |
-
webXOS Team
|
| 1185 |
-
|
| 1186 |
-
### Licensing Information
|
| 1187 |
-
|
| 1188 |
-
Apache 2.0
|
| 1189 |
-
|
| 1190 |
-
### Citation Information
|
| 1191 |
-
|
| 1192 |
-
\`\`\`bibtex
|
| 1193 |
-
@dataset{webxos_magnet_2026,
|
| 1194 |
-
title = {Magnetic Field Dataset},
|
| 1195 |
-
author = {webXOS},
|
| 1196 |
-
year = {2026},
|
| 1197 |
-
publisher = {Hugging Face},
|
| 1198 |
-
version = {4.0.0}
|
| 1199 |
-
}
|
| 1200 |
-
\`\`\`
|
| 1201 |
-
|
| 1202 |
-
### Contributions
|
| 1203 |
-
|
| 1204 |
-
Thanks to the webXOS team for creating this dataset.`;
|
| 1205 |
-
|
| 1206 |
-
zip.file("README.md", readme);
|
| 1207 |
-
|
| 1208 |
-
// Create CORRECT dataset_infos.json - FIXED FORMAT v4.0
|
| 1209 |
-
const datasetInfos = {
|
| 1210 |
-
[datasetName]: {
|
| 1211 |
-
description: "Magnetic field simulation dataset",
|
| 1212 |
-
citation: "@dataset{webxos_magnet_2026,\n title = {Magnetic Field Dataset},\n author = {webXOS},\n year = {2026}\n}",
|
| 1213 |
-
homepage: "https://huggingface.co/datasets/webxos/" + datasetName,
|
| 1214 |
-
license: "apache-2.0",
|
| 1215 |
-
features: {
|
| 1216 |
-
timestamp: {
|
| 1217 |
-
dtype: "int64",
|
| 1218 |
-
id: null,
|
| 1219 |
-
_type: "Value"
|
| 1220 |
-
},
|
| 1221 |
-
type: {
|
| 1222 |
-
dtype: "string",
|
| 1223 |
-
id: null,
|
| 1224 |
-
_type: "Value"
|
| 1225 |
-
},
|
| 1226 |
-
position: {
|
| 1227 |
-
feature: {
|
| 1228 |
-
dtype: "float64",
|
| 1229 |
-
id: null,
|
| 1230 |
-
_type: "Value"
|
| 1231 |
-
},
|
| 1232 |
-
id: null,
|
| 1233 |
-
_type: "Sequence"
|
| 1234 |
-
},
|
| 1235 |
-
field: {
|
| 1236 |
-
feature: {
|
| 1237 |
-
dtype: "float64",
|
| 1238 |
-
id: null,
|
| 1239 |
-
_type: "Value"
|
| 1240 |
-
},
|
| 1241 |
-
id: null,
|
| 1242 |
-
_type: "Sequence"
|
| 1243 |
-
},
|
| 1244 |
-
strength: {
|
| 1245 |
-
dtype: "float64",
|
| 1246 |
-
id: null,
|
| 1247 |
-
_type: "Value"
|
| 1248 |
-
}
|
| 1249 |
-
},
|
| 1250 |
-
post_processed: null,
|
| 1251 |
-
supervised_keys: null,
|
| 1252 |
-
task_templates: [],
|
| 1253 |
-
builder_name: "webxos_magnet",
|
| 1254 |
-
config_name: datasetName,
|
| 1255 |
-
version: {
|
| 1256 |
-
version_str: "4.0.0",
|
| 1257 |
-
major: 4,
|
| 1258 |
-
minor: 0,
|
| 1259 |
-
patch: 0
|
| 1260 |
-
},
|
| 1261 |
-
splits: {
|
| 1262 |
-
train: {
|
| 1263 |
-
name: "train",
|
| 1264 |
-
num_bytes: shuffledData.length * 128,
|
| 1265 |
-
num_examples: shuffledData.length,
|
| 1266 |
-
dataset_name: datasetName
|
| 1267 |
-
}
|
| 1268 |
-
},
|
| 1269 |
-
download_size: shuffledData.length * 128,
|
| 1270 |
-
dataset_size: shuffledData.length * 128
|
| 1271 |
-
}
|
| 1272 |
-
};
|
| 1273 |
-
|
| 1274 |
-
zip.file("dataset_infos.json", JSON.stringify(datasetInfos, null, 2));
|
| 1275 |
-
|
| 1276 |
-
// Create a simple metadata file
|
| 1277 |
-
const metadata = {
|
| 1278 |
-
dataset_name: datasetName,
|
| 1279 |
-
version: "4.0.0",
|
| 1280 |
-
created_at: new Date().toISOString(),
|
| 1281 |
-
total_samples: shuffledData.length,
|
| 1282 |
-
magnet_types: Object.keys(systemState.datasets).filter(type => systemState.datasets[type].length > 0),
|
| 1283 |
-
data_format: format === 'jsonl' ? 'jsonl' : format,
|
| 1284 |
-
huggingface_compatible: true,
|
| 1285 |
-
fix_applied: "v4.0 - Fixed dataset_infos.json structure for HF compatibility"
|
| 1286 |
-
};
|
| 1287 |
-
|
| 1288 |
-
zip.file("metadata.json", JSON.stringify(metadata, null, 2));
|
| 1289 |
-
|
| 1290 |
-
// Generate and download zip
|
| 1291 |
-
const content = await zip.generateAsync({ type: "blob" });
|
| 1292 |
-
const blobUrl = URL.createObjectURL(content);
|
| 1293 |
-
const a = document.createElement('a');
|
| 1294 |
-
a.href = blobUrl;
|
| 1295 |
-
a.download = `${datasetName}_hf_v4_${Date.now()}.zip`;
|
| 1296 |
-
document.body.appendChild(a);
|
| 1297 |
-
a.click();
|
| 1298 |
-
document.body.removeChild(a);
|
| 1299 |
-
URL.revokeObjectURL(blobUrl);
|
| 1300 |
-
|
| 1301 |
-
const sizeMB = (content.size / (1024*1024)).toFixed(2);
|
| 1302 |
-
logSuccess(`✅ Hugging Face dataset exported: ${datasetName}.zip (${sizeMB} MB)`);
|
| 1303 |
-
logInfo(`📁 Files: README.md, dataset_infos.json, data/train-*.jsonl`);
|
| 1304 |
-
logInfo(`✅ Fixed HF compatibility issues - v4.0`);
|
| 1305 |
-
logInfo(`✅ post_processed set to null`);
|
| 1306 |
-
logInfo(`✅ supervised_keys set to null`);
|
| 1307 |
-
logInfo(`✅ Removed length from Sequence features`);
|
| 1308 |
-
hideExportModal();
|
| 1309 |
-
}
|
| 1310 |
-
|
| 1311 |
-
// Terminal Commands
|
| 1312 |
-
function handleCommand(event) {
|
| 1313 |
-
if (event.key === 'Enter') {
|
| 1314 |
-
const input = document.getElementById('commandInput');
|
| 1315 |
-
const command = input.value.trim().toLowerCase();
|
| 1316 |
-
input.value = '';
|
| 1317 |
-
|
| 1318 |
-
if (!command) return;
|
| 1319 |
-
|
| 1320 |
-
logInfo(`> ${command}`);
|
| 1321 |
-
|
| 1322 |
-
const parts = command.split(' ');
|
| 1323 |
-
const cmd = parts[0];
|
| 1324 |
-
|
| 1325 |
-
switch(cmd) {
|
| 1326 |
-
case '/help':
|
| 1327 |
-
showHelp();
|
| 1328 |
-
break;
|
| 1329 |
-
case '/start':
|
| 1330 |
-
startCollection();
|
| 1331 |
-
break;
|
| 1332 |
-
case '/stop':
|
| 1333 |
-
stopCollection();
|
| 1334 |
-
break;
|
| 1335 |
-
case '/clear':
|
| 1336 |
-
clearData();
|
| 1337 |
-
break;
|
| 1338 |
-
case '/export':
|
| 1339 |
-
showExportModal();
|
| 1340 |
-
break;
|
| 1341 |
-
case '/hfexport':
|
| 1342 |
-
showExportModal();
|
| 1343 |
-
break;
|
| 1344 |
-
case '/workers':
|
| 1345 |
-
if (parts[1] === 'list') {
|
| 1346 |
-
listWorkers();
|
| 1347 |
-
} else if (parts[1] === 'start') {
|
| 1348 |
-
if (parts[2]) toggleWorker(parts[2]);
|
| 1349 |
-
} else if (parts[1] === 'stop') {
|
| 1350 |
-
if (parts[2]) {
|
| 1351 |
-
const worker = systemState.workers[parts[2]];
|
| 1352 |
-
if (worker && worker.active) {
|
| 1353 |
-
toggleWorker(parts[2]);
|
| 1354 |
-
}
|
| 1355 |
-
}
|
| 1356 |
-
} else {
|
| 1357 |
-
logInfo('Usage: /workers [list|start|stop] [type]');
|
| 1358 |
-
}
|
| 1359 |
-
break;
|
| 1360 |
-
case '/status':
|
| 1361 |
-
showStatus();
|
| 1362 |
-
break;
|
| 1363 |
-
case '/samples':
|
| 1364 |
-
logInfo(`Total samples: ${systemState.totalSamples}`);
|
| 1365 |
-
break;
|
| 1366 |
-
case '/fixhf':
|
| 1367 |
-
logInfo('Hugging Face export FIXED in v4.0');
|
| 1368 |
-
logInfo('Fixed post_processed: null');
|
| 1369 |
-
logInfo('Fixed supervised_keys: null');
|
| 1370 |
-
logInfo('Fixed Sequence features (removed length)');
|
| 1371 |
-
break;
|
| 1372 |
-
default:
|
| 1373 |
-
logError(`Unknown command: ${cmd}. Type /help for commands.`);
|
| 1374 |
-
}
|
| 1375 |
-
}
|
| 1376 |
-
}
|
| 1377 |
-
|
| 1378 |
-
function showHelp() {
|
| 1379 |
-
logInfo('=== AVAILABLE COMMANDS ===');
|
| 1380 |
-
logInfo('/help - Show this help');
|
| 1381 |
-
logInfo('/start - Start data collection');
|
| 1382 |
-
logInfo('/stop - Stop data collection');
|
| 1383 |
-
logInfo('/clear - Clear all data');
|
| 1384 |
-
logInfo('/export - Export Hugging Face dataset (FIXED v4.0)');
|
| 1385 |
-
logInfo('/hfexport - Same as /export');
|
| 1386 |
-
logInfo('/workers list - List available workers');
|
| 1387 |
-
logInfo('/workers start [type] - Start worker type');
|
| 1388 |
-
logInfo('/workers stop [type] - Stop worker type');
|
| 1389 |
-
logInfo('/status - Show system status');
|
| 1390 |
-
logInfo('/samples - Show sample count');
|
| 1391 |
-
logInfo('/fixhf - Info about HF fixes');
|
| 1392 |
-
}
|
| 1393 |
-
|
| 1394 |
-
function listWorkers() {
|
| 1395 |
-
logInfo('=== WORKER TYPES ===');
|
| 1396 |
-
const types = ['dipole', 'solenoid', 'permanent', 'electro', 'toroid', 'anisotropic', 'halbach', 'custom'];
|
| 1397 |
-
types.forEach(type => {
|
| 1398 |
-
const worker = systemState.workers[type];
|
| 1399 |
-
const status = worker && worker.active ? 'ACTIVE' : 'STANDBY';
|
| 1400 |
-
logInfo(`${type}: ${status}`);
|
| 1401 |
-
});
|
| 1402 |
-
}
|
| 1403 |
-
|
| 1404 |
-
function showStatus() {
|
| 1405 |
-
logInfo('=== SYSTEM STATUS ===');
|
| 1406 |
-
logInfo(`Active workers: ${systemState.activeWorkers}/8`);
|
| 1407 |
-
logInfo(`Total samples: ${systemState.totalSamples}`);
|
| 1408 |
-
logInfo(`Collection: ${systemState.isCollecting ? 'RUNNING' : 'STOPPED'}`);
|
| 1409 |
-
|
| 1410 |
-
const elapsed = (Date.now() - systemState.startTime) / 1000;
|
| 1411 |
-
const throughput = elapsed > 0 ? Math.round(systemState.totalSamples / elapsed) : 0;
|
| 1412 |
-
logInfo(`Throughput: ${throughput}/s`);
|
| 1413 |
-
|
| 1414 |
-
const totalSize = systemState.totalSamples * 128;
|
| 1415 |
-
const sizeMB = (totalSize / (1024 * 1024)).toFixed(2);
|
| 1416 |
-
logInfo(`Estimated size: ${sizeMB} MB`);
|
| 1417 |
-
logInfo(`HF Export: FIXED v4.0 (dataset_infos.json corrected)`);
|
| 1418 |
-
}
|
| 1419 |
-
|
| 1420 |
-
// Fullscreen toggle
|
| 1421 |
-
function toggleFullscreen() {
|
| 1422 |
-
if (!document.fullscreenElement) {
|
| 1423 |
-
document.documentElement.requestFullscreen().catch(err => {
|
| 1424 |
-
logError(`Fullscreen error: ${err.message}`);
|
| 1425 |
-
});
|
| 1426 |
-
} else {
|
| 1427 |
-
document.exitFullscreen();
|
| 1428 |
-
}
|
| 1429 |
-
}
|
| 1430 |
-
|
| 1431 |
-
// System clock
|
| 1432 |
-
function updateClock() {
|
| 1433 |
-
const now = new Date();
|
| 1434 |
-
const timeStr = now.toLocaleTimeString();
|
| 1435 |
-
document.getElementById('systemTime').textContent = timeStr;
|
| 1436 |
-
}
|
| 1437 |
-
|
| 1438 |
-
// Initialize system
|
| 1439 |
-
function initSystem() {
|
| 1440 |
-
// Initialize visualization
|
| 1441 |
-
initVisualization();
|
| 1442 |
-
|
| 1443 |
-
// Initialize workers
|
| 1444 |
-
initWorkers();
|
| 1445 |
-
|
| 1446 |
-
// Start system clock
|
| 1447 |
-
setInterval(updateClock, 1000);
|
| 1448 |
-
updateClock();
|
| 1449 |
-
|
| 1450 |
-
// Update stats every 2 seconds
|
| 1451 |
-
setInterval(updateStats, 2000);
|
| 1452 |
-
|
| 1453 |
-
// Start with dipole worker
|
| 1454 |
-
setTimeout(() => {
|
| 1455 |
-
toggleWorker('dipole');
|
| 1456 |
-
toggleWorker('solenoid');
|
| 1457 |
-
}, 1000);
|
| 1458 |
-
|
| 1459 |
-
logInfo("System initialized v4.0");
|
| 1460 |
-
logInfo("Type /help for commands");
|
| 1461 |
-
logInfo("✅ Hugging Face export FIXED v4.0");
|
| 1462 |
-
logInfo("Fixed dataset_infos.json structure");
|
| 1463 |
-
logInfo("post_processed: null, supervised_keys: null");
|
| 1464 |
-
}
|
| 1465 |
-
|
| 1466 |
-
// Window resize handler
|
| 1467 |
-
window.addEventListener('resize', () => {
|
| 1468 |
-
if (camera && renderer) {
|
| 1469 |
-
camera.aspect = document.getElementById('visual-canvas').clientWidth /
|
| 1470 |
-
document.getElementById('visual-canvas').clientHeight;
|
| 1471 |
-
camera.updateProjectionMatrix();
|
| 1472 |
-
renderer.setSize(document.getElementById('visual-canvas').clientWidth,
|
| 1473 |
-
document.getElementById('visual-canvas').clientHeight);
|
| 1474 |
-
}
|
| 1475 |
-
});
|
| 1476 |
-
|
| 1477 |
-
// Start system when page loads
|
| 1478 |
-
window.addEventListener('load', initSystem);
|
| 1479 |
-
|
| 1480 |
-
// Export modal event delegation
|
| 1481 |
-
document.getElementById('exportModal').addEventListener('click', (e) => {
|
| 1482 |
-
e.stopPropagation();
|
| 1483 |
-
});
|
| 1484 |
-
|
| 1485 |
-
// Focus command input on click
|
| 1486 |
-
document.getElementById('commandInput').focus();
|
| 1487 |
-
|
| 1488 |
-
// Make functions globally available
|
| 1489 |
-
window.toggleWorker = toggleWorker;
|
| 1490 |
-
window.startCollection = startCollection;
|
| 1491 |
-
window.stopCollection = stopCollection;
|
| 1492 |
-
window.clearData = clearData;
|
| 1493 |
-
window.showExportModal = showExportModal;
|
| 1494 |
-
window.hideExportModal = hideExportModal;
|
| 1495 |
-
window.exportDataset = exportDataset;
|
| 1496 |
-
window.toggleFullscreen = toggleFullscreen;
|
| 1497 |
-
window.handleCommand = handleCommand;
|
| 1498 |
-
</script>
|
| 1499 |
-
</body>
|
| 1500 |
-
</html>
|
|
|
|
|
|
|
|
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