Victor Phan
789 lines
35 KiB
HTML
789 lines
35 KiB
HTML
<!DOCTYPE html>
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<html lang="vi">
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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>Batch Processing - Land Classification</title>
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<!-- Leaflet CSS -->
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<link rel="stylesheet" href="https://unpkg.com/leaflet@1.9.4/dist/leaflet.css" />
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<link rel="stylesheet" href="https://unpkg.com/leaflet-draw@1.0.4/dist/leaflet.draw.css" />
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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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}
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body {
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font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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padding: 20px;
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min-height: 100vh;
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}
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.container {
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max-width: 1600px;
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margin: 0 auto;
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background: white;
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border-radius: 20px;
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box-shadow: 0 20px 60px rgba(0,0,0,0.3);
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overflow: hidden;
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}
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.header {
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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color: white;
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padding: 30px;
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text-align: center;
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}
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.header h1 {
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font-size: 2.5em;
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margin-bottom: 10px;
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}
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.content {
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padding: 30px;
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display: grid;
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grid-template-columns: 1fr 1fr;
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gap: 30px;
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}
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.section {
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background: #f8f9fa;
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padding: 20px;
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border-radius: 10px;
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}
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.section h2 {
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color: #667eea;
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margin-bottom: 15px;
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}
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.form-group {
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margin-bottom: 15px;
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}
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.form-group label {
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display: block;
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margin-bottom: 5px;
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color: #333;
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font-weight: 600;
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}
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.form-group input, .form-group select {
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width: 100%;
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padding: 10px;
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border: 2px solid #e0e0e0;
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border-radius: 5px;
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font-size: 1em;
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}
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.btn {
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padding: 12px 30px;
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border: none;
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border-radius: 5px;
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font-size: 1em;
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font-weight: 600;
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cursor: pointer;
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transition: all 0.3s;
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margin-right: 10px;
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}
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.btn-primary {
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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color: white;
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}
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.btn-success {
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background: #28a745;
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color: white;
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}
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.btn-danger {
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background: #dc3545;
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color: white;
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}
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.btn-secondary {
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background: #6c757d;
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color: white;
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}
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.btn:hover {
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transform: translateY(-2px);
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box-shadow: 0 5px 15px rgba(0,0,0,0.3);
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}
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.btn:disabled {
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opacity: 0.5;
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cursor: not-allowed;
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}
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.batch-item {
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background: white;
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padding: 15px;
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margin-bottom: 10px;
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border-radius: 8px;
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border-left: 4px solid #667eea;
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display: flex;
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justify-content: space-between;
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align-items: flex-start;
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gap: 20px;
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}
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.batch-item.completed {
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border-left-color: #28a745;
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}
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.batch-item.failed {
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border-left-color: #dc3545;
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}
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.batch-item.running {
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border-left-color: #ffc107;
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}
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.progress {
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height: 25px;
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background: #e0e0e0;
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border-radius: 12px;
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overflow: hidden;
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margin-top: 10px;
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}
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.progress-bar {
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height: 100%;
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background: linear-gradient(90deg, #667eea 0%, #764ba2 100%);
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transition: width 0.3s;
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display: flex;
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align-items: center;
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justify-content: center;
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color: white;
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font-weight: 600;
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font-size: 0.9em;
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}
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.alert {
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padding: 15px;
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border-radius: 5px;
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margin-bottom: 20px;
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}
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.alert-info {
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background: #d1ecf1;
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border-left: 4px solid #0c5460;
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color: #0c5460;
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}
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.alert-success {
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background: #d4edda;
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border-left: 4px solid #155724;
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color: #155724;
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}
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.jobs-list {
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max-height: 500px;
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overflow-y: auto;
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}
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#batchMap {
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height: 400px;
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border-radius: 10px;
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margin-top: 15px;
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}
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</style>
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</head>
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<body>
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<div class="container">
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<div class="header">
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<h1>🚀 Batch Processing</h1>
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<p>Xử lý nhiều khu vực cùng lúc với model đã train</p>
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</div>
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<div style="background: white; padding: 15px; display: flex; gap: 10px; flex-wrap: wrap; justify-content: center; border-bottom: 2px solid #e0e0e0;">
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<a href="/" style="padding: 10px 20px; background: #667eea; color: white; border-radius: 8px; text-decoration: none; font-weight: 600;">🏠 Trang Chủ</a>
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<a href="/training" style="padding: 10px 20px; background: #f093fb; color: white; border-radius: 8px; text-decoration: none; font-weight: 600;">🎓 Training</a>
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<a href="/prediction" style="padding: 10px 20px; background: #4facfe; color: white; border-radius: 8px; text-decoration: none; font-weight: 600;">🗺️ Prediction</a>
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<a href="/batch" style="padding: 10px 20px; background: #764ba2; color: white; border-radius: 8px; text-decoration: none; font-weight: 600;">🚀 Batch Processing (Active)</a>
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<a href="/ndvi" style="padding: 10px 20px; background: #2ecc71; color: white; border-radius: 8px; text-decoration: none; font-weight: 600;">🌿 NDVI Analysis</a>
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</div>
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<div class="content">
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<!-- Configuration Section -->
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<div class="section">
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<h2>⚙️ Cấu hình Batch</h2>
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<div class="form-group">
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<label for="batchModelSelect">Model:</label>
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<select id="batchModelSelect">
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<option value="">Đang tải...</option>
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</select>
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</div>
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<div class="form-group">
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<label for="batchName">Tên khu vực:</label>
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<input type="text" id="batchName" placeholder="Ví dụ: Khu vực A">
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</div>
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<div class="form-group">
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<label>Bbox (từ bản đồ hoặc nhập thủ công):</label>
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<div style="display: grid; grid-template-columns: 1fr 1fr; gap: 10px;">
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<input type="number" id="batchMinLon" placeholder="Min Lon" step="0.0001">
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<input type="number" id="batchMinLat" placeholder="Min Lat" step="0.0001">
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<input type="number" id="batchMaxLon" placeholder="Max Lon" step="0.0001">
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<input type="number" id="batchMaxLat" placeholder="Max Lat" step="0.0001">
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</div>
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</div>
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<div class="form-group">
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<label>Thời gian:</label>
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<div style="display: grid; grid-template-columns: 1fr 1fr; gap: 10px;">
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<input type="date" id="batchStartDate" value="2023-03-01">
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<input type="date" id="batchEndDate" value="2023-05-31">
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</div>
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</div>
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<button class="btn btn-primary" onclick="addBatchItem()">
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➕ Thêm vào Batch
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</button>
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<!-- Map for selecting bbox -->
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<div id="batchMap"></div>
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</div>
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<!-- Batch Queue Section -->
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<div class="section">
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<h2>📋 Batch Queue (<span id="queueCount">0</span> items)</h2>
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<div id="batchQueue" class="jobs-list">
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<p style="text-align: center; color: #666;">Chưa có item nào. Thêm khu vực từ bên trái.</p>
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</div>
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<div style="margin-top: 20px;">
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<button class="btn btn-success" onclick="startBatch()" id="startBatchBtn" disabled>
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🚀 Start Batch Processing
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</button>
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<button class="btn btn-danger" onclick="clearBatchQueue()">
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🗑️ Clear Queue
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</button>
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</div>
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</div>
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<!-- Status Section -->
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<div class="section" style="grid-column: 1 / -1;">
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<h2>📊 Batch Status</h2>
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<div id="batchStatus" style="display: none;">
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<div class="alert alert-info">
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<p><strong>Batch ID:</strong> <span id="currentBatchId"></span></p>
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<p><strong>Status:</strong> Queued: <span id="statusQueued">0</span> | Running: <span id="statusRunning">0</span> | Completed: <span id="statusCompleted">0</span> | Failed: <span id="statusFailed">0</span></p>
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</div>
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</div>
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<div id="runningJobs" class="jobs-list">
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<!-- Running jobs will appear here -->
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</div>
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</div>
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<!-- Results Section -->
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<div class="section" style="grid-column: 1 / -1;">
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<h2>✅ Completed Results</h2>
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<div style="margin-bottom: 15px; display: flex; gap: 10px; align-items: center;">
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<button class="btn btn-primary" onclick="loadAllBatchResults()" style="padding: 8px 20px;">
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🔄 Refresh Results
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</button>
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<button class="btn btn-success" onclick="downloadAllResults()" style="padding: 8px 20px;">
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📦 Download All (Bulk)
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</button>
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</div>
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<div id="completedResults" class="jobs-list">
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<p style="text-align: center; color: #666;">Chưa có kết quả nào</p>
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</div>
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</div>
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</div>
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</div>
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<!-- Modal for large preview -->
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<div id="previewModal" style="display: none; position: fixed; top: 0; left: 0; width: 100%; height: 100%; background: rgba(0,0,0,0.9); z-index: 10000; padding: 20px;">
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<div style="position: relative; height: 100%; display: flex; align-items: center; justify-content: center;">
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<button onclick="closePreviewModal()" style="position: absolute; top: 20px; right: 20px; background: white; border: none; padding: 10px 20px; border-radius: 5px; cursor: pointer; font-size: 18px; font-weight: bold;">
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✕ Close
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</button>
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<img id="previewImage" style="max-width: 90%; max-height: 90%; border-radius: 10px;">
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</div>
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</div>
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<!-- Scripts -->
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<script src="https://unpkg.com/leaflet@1.9.4/dist/leaflet.js"></script>
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<script src="https://unpkg.com/leaflet-draw@1.0.4/dist/leaflet.draw.js"></script>
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<script>
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let map, drawnItems, drawControl;
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let batchQueue = [];
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let currentBatchId = null;
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let statusCheckInterval = null;
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// Initialize map
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function initMap() {
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map = L.map('batchMap').setView([9.5, 105.9], 9);
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L.tileLayer('https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', {
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attribution: '© OpenStreetMap contributors'
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}).addTo(map);
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drawnItems = new L.FeatureGroup();
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map.addLayer(drawnItems);
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drawControl = new L.Control.Draw({
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draw: {
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rectangle: true,
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polygon: false,
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circle: false,
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marker: false,
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polyline: false,
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circlemarker: false
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},
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edit: {
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featureGroup: drawnItems,
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remove: true
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}
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});
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map.addControl(drawControl);
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map.on(L.Draw.Event.CREATED, function(event) {
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drawnItems.clearLayers();
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const layer = event.layer;
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drawnItems.addLayer(layer);
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const bounds = layer.getBounds();
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document.getElementById('batchMinLon').value = bounds.getWest().toFixed(4);
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document.getElementById('batchMinLat').value = bounds.getSouth().toFixed(4);
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document.getElementById('batchMaxLon').value = bounds.getEast().toFixed(4);
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document.getElementById('batchMaxLat').value = bounds.getNorth().toFixed(4);
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});
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}
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// Load models
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async function loadModels() {
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try {
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const response = await fetch('/api/models/list');
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const data = await response.json();
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const select = document.getElementById('batchModelSelect');
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select.innerHTML = '<option value="">Chọn model...</option>';
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data.models.filter(m => m.filename.endsWith('.joblib')).forEach(model => {
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const option = document.createElement('option');
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option.value = model.filename;
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option.textContent = `${model.filename} - ${model.created}`;
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select.appendChild(option);
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});
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if (data.models.length > 0) {
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select.value = data.models[0].filename;
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}
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} catch (error) {
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console.error('Error loading models:', error);
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}
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}
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// Add item to batch queue
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function addBatchItem() {
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const name = document.getElementById('batchName').value;
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const minLon = parseFloat(document.getElementById('batchMinLon').value);
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const minLat = parseFloat(document.getElementById('batchMinLat').value);
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const maxLon = parseFloat(document.getElementById('batchMaxLon').value);
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const maxLat = parseFloat(document.getElementById('batchMaxLat').value);
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const startDate = document.getElementById('batchStartDate').value;
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const endDate = document.getElementById('batchEndDate').value;
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if (!name || isNaN(minLon) || isNaN(minLat) || isNaN(maxLon) || isNaN(maxLat)) {
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alert('❌ Vui lòng điền đầy đủ thông tin!');
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return;
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}
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const item = {
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name,
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min_lon: minLon,
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min_lat: minLat,
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max_lon: maxLon,
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max_lat: maxLat,
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start_date: startDate,
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end_date: endDate,
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max_scenes: 12,
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cloud_cover: 30,
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resolution: 20
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};
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batchQueue.push(item);
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updateBatchQueueDisplay();
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// Clear form
|
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document.getElementById('batchName').value = '';
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drawnItems.clearLayers();
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}
|
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|
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// Update batch queue display
|
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function updateBatchQueueDisplay() {
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const queueDiv = document.getElementById('batchQueue');
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const countSpan = document.getElementById('queueCount');
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countSpan.textContent = batchQueue.length;
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if (batchQueue.length === 0) {
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queueDiv.innerHTML = '<p style="text-align: center; color: #666;">Chưa có item nào. Thêm khu vực từ bên trái.</p>';
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document.getElementById('startBatchBtn').disabled = true;
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return;
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}
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document.getElementById('startBatchBtn').disabled = false;
|
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queueDiv.innerHTML = batchQueue.map((item, idx) => `
|
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<div class="batch-item">
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<div>
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<strong>${item.name}</strong><br>
|
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<small>Bbox: (${item.min_lon.toFixed(2)}, ${item.min_lat.toFixed(2)}) → (${item.max_lon.toFixed(2)}, ${item.max_lat.toFixed(2)})</small><br>
|
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<small>Time: ${item.start_date} → ${item.end_date}</small>
|
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</div>
|
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<button class="btn btn-danger" style="padding: 5px 15px;" onclick="removeBatchItem(${idx})">
|
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❌
|
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</button>
|
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</div>
|
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`).join('');
|
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}
|
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|
||
// Remove item from queue
|
||
function removeBatchItem(index) {
|
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batchQueue.splice(index, 1);
|
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updateBatchQueueDisplay();
|
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}
|
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|
||
// Clear batch queue
|
||
function clearBatchQueue() {
|
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if (!confirm('Xóa tất cả items trong queue?')) return;
|
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batchQueue = [];
|
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updateBatchQueueDisplay();
|
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}
|
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|
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// Start batch processing
|
||
async function startBatch() {
|
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const modelFilename = document.getElementById('batchModelSelect').value;
|
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if (!modelFilename) {
|
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alert('❌ Vui lòng chọn model!');
|
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return;
|
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}
|
||
|
||
if (batchQueue.length === 0) {
|
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alert('❌ Batch queue trống!');
|
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return;
|
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}
|
||
|
||
const config = {
|
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model_filename: modelFilename,
|
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items: batchQueue,
|
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auto_retry: true,
|
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max_retries: 3
|
||
};
|
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|
||
try {
|
||
const response = await fetch('/api/batch/start', {
|
||
method: 'POST',
|
||
headers: { 'Content-Type': 'application/json' },
|
||
body: JSON.stringify(config)
|
||
});
|
||
|
||
const result = await response.json();
|
||
|
||
if (response.ok) {
|
||
currentBatchId = result.batch_id;
|
||
document.getElementById('currentBatchId').textContent = currentBatchId;
|
||
document.getElementById('batchStatus').style.display = 'block';
|
||
|
||
// Clear local queue
|
||
batchQueue = [];
|
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updateBatchQueueDisplay();
|
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|
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// Start monitoring
|
||
startStatusCheck();
|
||
|
||
alert(`✅ Đã bắt đầu batch processing với ${result.total_jobs} jobs!`);
|
||
} else {
|
||
throw new Error(result.detail || 'Lỗi khi bắt đầu batch');
|
||
}
|
||
} catch (error) {
|
||
console.error('Error starting batch:', error);
|
||
alert('❌ Lỗi: ' + error.message);
|
||
}
|
||
}
|
||
|
||
// Check batch status
|
||
async function checkBatchStatus() {
|
||
try {
|
||
const response = await fetch('/api/batch/status');
|
||
const status = await response.json();
|
||
|
||
// Update status counts
|
||
document.getElementById('statusQueued').textContent = status.queue.queued;
|
||
document.getElementById('statusRunning').textContent = status.queue.running;
|
||
document.getElementById('statusCompleted').textContent = status.queue.completed;
|
||
document.getElementById('statusFailed').textContent = status.queue.failed;
|
||
|
||
// Update running jobs
|
||
const runningDiv = document.getElementById('runningJobs');
|
||
if (status.jobs.running.length > 0) {
|
||
runningDiv.innerHTML = status.jobs.running.map(job => {
|
||
const outputFile = job.result?.output_file || '';
|
||
const pngFile = job.result?.png_file || '';
|
||
const outputFilename = outputFile ? outputFile.split('/').pop() : '';
|
||
const pngFilename = pngFile ? pngFile.split('/').pop() : '';
|
||
return `
|
||
<div class="batch-item running">
|
||
<div style="flex: 1;">
|
||
<strong>${job.name}</strong> - <span style="color: #ffc107;">Running</span><br>
|
||
<small>Job ID: ${job.job_id}</small>
|
||
<div class="progress">
|
||
<div class="progress-bar" style="width: ${job.progress}%">${job.progress}%</div>
|
||
</div>
|
||
</div>
|
||
<div style="display: flex; flex-direction: column; gap: 8px; min-width: 200px; flex-shrink: 0;">
|
||
<button class="btn btn-success" style="padding: 10px 20px; margin: 0; white-space: nowrap;"
|
||
onclick="downloadResult('${outputFilename}')"
|
||
${outputFilename ? '' : 'disabled'}>
|
||
💾 Download GeoTIFF
|
||
</button>
|
||
<button class="btn btn-primary" style="padding: 10px 20px; margin: 0; white-space: nowrap;"
|
||
onclick="downloadPNG('${pngFilename}')"
|
||
${pngFilename ? '' : 'disabled'}>
|
||
🖼️ Download PNG
|
||
</button>
|
||
<button class="btn btn-secondary" style="padding: 10px 20px; margin: 0; white-space: nowrap;"
|
||
onclick="viewLargePNG('${pngFilename}')"
|
||
${pngFilename ? '' : 'disabled'}>
|
||
🔍 View Preview
|
||
</button>
|
||
</div>
|
||
</div>
|
||
`;
|
||
}).join('');
|
||
} else {
|
||
runningDiv.innerHTML = '<p style="text-align: center; color: #666;">Không có job nào đang chạy</p>';
|
||
}
|
||
|
||
// Update completed results
|
||
const completedDiv = document.getElementById('completedResults');
|
||
if (status.jobs.recent_completed.length > 0) {
|
||
completedDiv.innerHTML = status.jobs.recent_completed.map(job => {
|
||
const outputFile = job.result?.output_file || '';
|
||
const pngFile = job.result?.png_file || '';
|
||
const outputFilename = outputFile ? outputFile.split('/').pop() : '';
|
||
const pngFilename = pngFile ? pngFile.split('/').pop() : '';
|
||
return `
|
||
<div class="batch-item completed">
|
||
<div style="flex: 1;">
|
||
<strong>${job.name}</strong> - <span style="color: #28a745;">✓ Completed</span><br>
|
||
<small>Job ID: ${job.job_id}</small><br>
|
||
<small>Completed: ${new Date(job.completed_at).toLocaleString()}</small><br>
|
||
<small><strong>Shape:</strong> ${job.result?.shape ? job.result.shape.join(' x ') : 'N/A'}</small><br>
|
||
<small><strong>Classes:</strong> ${job.result?.unique_classes ? job.result.unique_classes.join(', ') : 'N/A'}</small><br>
|
||
<small><strong>Features:</strong> ${job.result?.n_features || 'N/A'}</small><br>
|
||
<small><strong>Output:</strong> ${outputFilename || 'N/A'}</small><br>
|
||
<div style="margin-top: 10px;">
|
||
<img src="/api/predictions/preview/${pngFilename}"
|
||
style="max-width: 100%; max-height: 300px; border-radius: 5px; cursor: pointer; ${pngFilename ? '' : 'display:none;'}"
|
||
onclick="viewLargePNG('${pngFilename}')"
|
||
title="Click để xem lớn hơn"
|
||
onerror="this.style.display='none'">
|
||
</div>
|
||
</div>
|
||
<div style="display: flex; flex-direction: column; gap: 8px; min-width: 200px; flex-shrink: 0;">
|
||
<button class="btn btn-success" style="padding: 10px 20px; margin: 0; white-space: nowrap;"
|
||
onclick="downloadResult('${outputFilename}')"
|
||
${outputFilename ? '' : 'disabled'}>
|
||
💾 Download GeoTIFF
|
||
</button>
|
||
<button class="btn btn-primary" style="padding: 10px 20px; margin: 0; white-space: nowrap;"
|
||
onclick="downloadPNG('${pngFilename}')"
|
||
${pngFilename ? '' : 'disabled'}>
|
||
🖼️ Download PNG
|
||
</button>
|
||
<button class="btn btn-secondary" style="padding: 10px 20px; margin: 0; white-space: nowrap;"
|
||
onclick="viewLargePNG('${pngFilename}')"
|
||
${pngFilename ? '' : 'disabled'}>
|
||
🔍 View Preview
|
||
</button>
|
||
</div>
|
||
</div>
|
||
`;
|
||
}).join('');
|
||
} else {
|
||
completedDiv.innerHTML = '<p style="text-align: center; color: #666;">Chưa có kết quả nào</p>';
|
||
}
|
||
|
||
// Show failed jobs if any
|
||
if (status.jobs.recent_failed.length > 0) {
|
||
const failedHTML = status.jobs.recent_failed.map(job => {
|
||
const outputFile = job.result?.output_file || '';
|
||
const pngFile = job.result?.png_file || '';
|
||
const outputFilename = outputFile ? outputFile.split('/').pop() : '';
|
||
const pngFilename = pngFile ? pngFile.split('/').pop() : '';
|
||
return `
|
||
<div class="batch-item failed">
|
||
<div style="flex: 1;">
|
||
<strong>${job.name}</strong> - <span style="color: #dc3545;">✗ Failed</span><br>
|
||
<small>Job ID: ${job.job_id}</small><br>
|
||
<small style="color: #dc3545;">${job.error || 'Unknown error'}</small>
|
||
</div>
|
||
<div style="display: flex; flex-direction: column; gap: 8px; min-width: 200px; flex-shrink: 0;">
|
||
<button class="btn btn-success" style="padding: 10px 20px; margin: 0; white-space: nowrap;"
|
||
onclick="downloadResult('${outputFilename}')"
|
||
${outputFilename ? '' : 'disabled'}>
|
||
💾 Download GeoTIFF
|
||
</button>
|
||
<button class="btn btn-primary" style="padding: 10px 20px; margin: 0; white-space: nowrap;"
|
||
onclick="downloadPNG('${pngFilename}')"
|
||
${pngFilename ? '' : 'disabled'}>
|
||
🖼️ Download PNG
|
||
</button>
|
||
<button class="btn btn-secondary" style="padding: 10px 20px; margin: 0; white-space: nowrap;"
|
||
onclick="viewLargePNG('${pngFilename}')"
|
||
${pngFilename ? '' : 'disabled'}>
|
||
🔍 View Preview
|
||
</button>
|
||
</div>
|
||
</div>
|
||
`;
|
||
}).join('');
|
||
completedDiv.innerHTML += '<h3 style="margin-top: 20px; color: #dc3545;">❌ Failed Jobs</h3>' + failedHTML;
|
||
}
|
||
|
||
// Stop checking if all done
|
||
if (status.queue.running === 0 && status.queue.queued === 0 && currentBatchId) {
|
||
stopStatusCheck();
|
||
alert('✅ Batch processing hoàn thành!');
|
||
}
|
||
|
||
} catch (error) {
|
||
console.error('Error checking batch status:', error);
|
||
}
|
||
}
|
||
|
||
// Download result
|
||
function downloadResult(filename) {
|
||
window.location.href = `/api/predictions/download/${filename}`;
|
||
}
|
||
|
||
// Download PNG
|
||
function downloadPNG(filename) {
|
||
window.location.href = `/api/predictions/preview/${filename}`;
|
||
}
|
||
|
||
// View large PNG in new window
|
||
function viewLargePNG(filename) {
|
||
const modal = document.getElementById('previewModal');
|
||
const img = document.getElementById('previewImage');
|
||
img.src = `/api/predictions/preview/${filename}`;
|
||
modal.style.display = 'block';
|
||
}
|
||
|
||
// Close preview modal
|
||
function closePreviewModal() {
|
||
document.getElementById('previewModal').style.display = 'none';
|
||
}
|
||
|
||
// Load all batch results
|
||
async function loadAllBatchResults() {
|
||
try {
|
||
const response = await fetch('/api/batch/status');
|
||
const status = await response.json();
|
||
|
||
const completedDiv = document.getElementById('completedResults');
|
||
|
||
// Combine recent_completed from status
|
||
const allCompleted = status.jobs.recent_completed || [];
|
||
|
||
if (allCompleted.length === 0) {
|
||
completedDiv.innerHTML = '<p style="text-align: center; color: #666;">Chưa có kết quả nào</p>';
|
||
return;
|
||
}
|
||
|
||
completedDiv.innerHTML = allCompleted.map(job => `
|
||
<div class="batch-item completed">
|
||
<div style="flex: 1;">
|
||
<strong>${job.name}</strong> - <span style="color: #28a745;">✓ Completed</span><br>
|
||
<small>Job ID: ${job.job_id}</small><br>
|
||
<small>Completed: ${new Date(job.completed_at).toLocaleString()}</small><br>
|
||
${job.result ? `
|
||
<small><strong>Shape:</strong> ${job.result.shape.join(' x ')}</small><br>
|
||
<small><strong>Classes:</strong> ${job.result.unique_classes.join(', ')}</small><br>
|
||
<small><strong>Features:</strong> ${job.result.n_features}</small><br>
|
||
<small><strong>Model:</strong> ${job.result.model_used}</small><br>
|
||
${job.result.png_file ? `
|
||
<div style="margin-top: 10px;">
|
||
<img src="/api/predictions/preview/${job.result.png_file.split('/').pop()}"
|
||
style="max-width: 100%; border-radius: 5px; cursor: pointer; box-shadow: 0 2px 8px rgba(0,0,0,0.2);"
|
||
onclick="viewLargePNG('${job.result.png_file.split('/').pop()}')"
|
||
title="Click để xem lớn hơn">
|
||
</div>
|
||
` : ''}
|
||
` : ''}
|
||
</div>
|
||
<div style="display: flex; flex-direction: column; gap: 5px; min-width: 200px;">
|
||
${job.result && job.result.output_file ? `
|
||
<button class="btn btn-success" style="padding: 8px 20px;" onclick="downloadResult('${job.result.output_file.split('/').pop()}')">
|
||
💾 Download GeoTIFF
|
||
</button>
|
||
${job.result.png_file ? `
|
||
<button class="btn btn-primary" style="padding: 8px 20px;" onclick="downloadPNG('${job.result.png_file.split('/').pop()}')">
|
||
🖼️ Download PNG
|
||
</button>
|
||
<button class="btn btn-secondary" style="padding: 8px 20px;" onclick="viewLargePNG('${job.result.png_file.split('/').pop()}')">
|
||
🔍 View Preview
|
||
</button>
|
||
` : ''}
|
||
` : ''}
|
||
</div>
|
||
</div>
|
||
`).join('');
|
||
|
||
} catch (error) {
|
||
console.error('Error loading batch results:', error);
|
||
}
|
||
}
|
||
|
||
// Download all results as ZIP (placeholder)
|
||
function downloadAllResults() {
|
||
alert('💡 Tính năng download tất cả batch results sẽ được thêm trong phiên bản tiếp theo.\\nHiện tại vui lòng download từng file riêng lẻ.');
|
||
}
|
||
|
||
// Start/stop status monitoring
|
||
function startStatusCheck() {
|
||
if (statusCheckInterval) clearInterval(statusCheckInterval);
|
||
statusCheckInterval = setInterval(checkBatchStatus, 3000);
|
||
}
|
||
|
||
function stopStatusCheck() {
|
||
if (statusCheckInterval) {
|
||
clearInterval(statusCheckInterval);
|
||
statusCheckInterval = null;
|
||
}
|
||
}
|
||
|
||
// Initialize on load
|
||
window.onload = function() {
|
||
initMap();
|
||
loadModels();
|
||
};
|
||
|
||
// Cleanup on unload
|
||
window.onbeforeunload = function() {
|
||
stopStatusCheck();
|
||
};
|
||
</script>
|
||
</body>
|
||
</html>
|