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765 lines
22 KiB
765 lines
22 KiB
<!DOCTYPE html>
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<html lang="zh-CN">
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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>Feature Engineering Assistant - BRAIN</title>
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<link rel="stylesheet" href="{{ url_for('static', filename='styles.css') }}">
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<style>
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.feature-engineering-container {
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max-width: 1200px;
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margin: 0 auto;
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padding: 20px;
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}
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.header-section {
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text-align: center;
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margin-bottom: 30px;
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}
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.header-section h1 {
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color: #2c3e50;
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margin-bottom: 10px;
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}
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.header-section p {
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color: #7f8c8d;
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font-size: 16px;
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}
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.back-button {
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position: absolute;
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top: 20px;
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left: 20px;
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background: #3498db;
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color: white;
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padding: 10px 20px;
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border: none;
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border-radius: 5px;
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text-decoration: none;
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display: inline-block;
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transition: background-color 0.3s;
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}
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.back-button:hover {
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background: #2980b9;
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}
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.config-section {
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background: #f8f9fa;
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padding: 20px;
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border-radius: 8px;
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margin-bottom: 20px;
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}
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.config-section h3 {
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margin-top: 0;
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color: #2c3e50;
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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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font-weight: bold;
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color: #2c3e50;
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}
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.form-input {
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width: 100%;
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padding: 10px;
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border: 1px solid #ddd;
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border-radius: 4px;
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font-size: 14px;
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}
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.form-input:focus {
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outline: none;
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border-color: #3498db;
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box-shadow: 0 0 5px rgba(52, 152, 219, 0.3);
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}
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.btn {
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background: #3498db;
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color: white;
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padding: 10px 20px;
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border: none;
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border-radius: 4px;
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cursor: pointer;
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font-size: 14px;
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transition: background-color 0.3s;
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}
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.btn:hover {
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background: #2980b9;
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}
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.btn-success {
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background: #27ae60;
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}
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.btn-success:hover {
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background: #229954;
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}
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.btn-secondary {
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background: #95a5a6;
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}
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.btn-secondary:hover {
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background: #7f8c8d;
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}
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.options-section {
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background: white;
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border-radius: 8px;
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box-shadow: 0 2px 10px rgba(0,0,0,0.1);
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margin-bottom: 20px;
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}
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.options-header {
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background: #3498db;
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color: white;
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padding: 15px 20px;
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border-radius: 8px 8px 0 0;
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display: flex;
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justify-content: space-between;
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align-items: center;
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}
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.options-container {
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padding: 20px;
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display: grid;
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grid-template-columns: repeat(auto-fit, minmax(400px, 1fr));
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gap: 20px;
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}
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.option-card {
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background: #f8f9fa;
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border: 2px solid #e9ecef;
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border-radius: 8px;
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padding: 20px;
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transition: all 0.3s ease;
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cursor: pointer;
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position: relative;
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}
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.option-card:hover {
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border-color: #3498db;
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box-shadow: 0 4px 12px rgba(52, 152, 219, 0.15);
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}
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.option-card.selected {
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border-color: #27ae60;
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background: #f1f8e9;
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}
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.option-card.editing {
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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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z-index: 1000;
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width: 80%;
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max-width: 800px;
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max-height: 80vh;
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overflow-y: auto;
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border-color: #f39c12;
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background: #fef9e7;
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box-shadow: 0 10px 30px rgba(0, 0, 0, 0.3);
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}
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.modal-overlay {
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position: fixed;
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top: 0;
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left: 0;
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width: 100%;
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height: 100%;
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background: rgba(0, 0, 0, 0.5);
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z-index: 999;
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display: none;
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}
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.modal-overlay.active {
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display: block;
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}
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.option-header {
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display: flex;
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justify-content: space-between;
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align-items: center;
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margin-bottom: 15px;
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}
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.option-number {
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background: #3498db;
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color: white;
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padding: 5px 10px;
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border-radius: 20px;
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font-size: 12px;
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font-weight: bold;
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}
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.option-actions {
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display: flex;
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gap: 10px;
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}
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.option-actions button {
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padding: 5px 10px;
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font-size: 12px;
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border: none;
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border-radius: 4px;
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cursor: pointer;
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}
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.edit-btn {
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background: #f39c12;
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color: white;
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}
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.save-btn {
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background: #27ae60;
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color: white;
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}
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.cancel-btn {
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background: #95a5a6;
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color: white;
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}
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.select-btn {
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background: #3498db;
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color: white;
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}
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.send-continue-btn {
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background: #27ae60;
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color: white;
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margin-left: 10px;
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}
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.option-content {
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line-height: 1.6;
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}
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.option-field {
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margin-bottom: 10px;
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}
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.option-field label {
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font-weight: bold;
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color: #2c3e50;
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display: block;
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margin-bottom: 5px;
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}
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.option-field input,
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.option-field textarea {
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width: 100%;
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padding: 8px;
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border: 1px solid #ddd;
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border-radius: 4px;
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font-size: 14px;
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}
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.option-field textarea {
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resize: vertical;
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min-height: 80px;
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overflow: hidden;
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}
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.option-card.editing .option-field textarea {
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min-height: 120px;
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overflow-y: auto;
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}
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.auto-resize-textarea {
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overflow: hidden;
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resize: none;
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}
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.option-field.readonly input,
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.option-field.readonly textarea {
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background: #f8f9fa;
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border-color: #e9ecef;
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}
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.template-actions {
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display: flex;
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gap: 10px;
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margin-bottom: 20px;
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}
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.pipeline-status {
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background: #fff3cd;
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border: 1px solid #ffeaa7;
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border-radius: 4px;
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padding: 15px;
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margin-bottom: 20px;
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}
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.pipeline-status h4 {
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margin-top: 0;
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color: #856404;
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}
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.pipeline-step {
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background: #f8f9fa;
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border-left: 4px solid #3498db;
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padding: 10px 15px;
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margin-bottom: 10px;
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border-radius: 0 4px 4px 0;
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}
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.pipeline-step strong {
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color: #2c3e50;
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}
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.notification {
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position: fixed;
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top: 20px;
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right: 20px;
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padding: 15px 20px;
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border-radius: 4px;
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color: white;
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font-weight: bold;
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z-index: 1000;
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animation: slideIn 0.3s ease-out;
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}
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.notification.success {
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background: #27ae60;
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}
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.notification.error {
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background: #e74c3c;
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}
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@keyframes slideIn {
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from {
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transform: translateX(100%);
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opacity: 0;
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}
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to {
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transform: translateX(0);
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opacity: 1;
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}
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}
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.loading-overlay {
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position: fixed;
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top: 0;
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left: 0;
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width: 100%;
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height: 100%;
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background: rgba(0, 0, 0, 0.5);
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display: flex;
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flex-direction: column;
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justify-content: center;
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align-items: center;
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z-index: 1000;
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}
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.loading-spinner {
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width: 50px;
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height: 50px;
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border: 5px solid #f3f3f3;
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border-top: 5px solid #3498db;
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border-radius: 50%;
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animation: spin 1s linear infinite;
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}
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.loading-message {
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color: white;
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margin-top: 20px;
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font-size: 16px;
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}
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@keyframes spin {
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0% { transform: rotate(0deg); }
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100% { transform: rotate(360deg); }
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}
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.export-section {
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background: #f8f9fa;
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padding: 20px;
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border-radius: 8px;
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margin-top: 20px;
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}
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.export-section h3 {
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margin-top: 0;
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color: #2c3e50;
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}
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.category-list {
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display: grid;
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grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
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gap: 10px;
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margin-top: 15px;
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}
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.category-item {
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background: #ecf0f1;
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padding: 8px 12px;
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border-radius: 4px;
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font-size: 14px;
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border-left: 4px solid #3498db;
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}
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.quick-actions {
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display: flex;
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gap: 10px;
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margin-bottom: 20px;
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}
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.quick-actions button {
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padding: 8px 16px;
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font-size: 14px;
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}
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.empty-conversation {
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text-align: center;
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color: #7f8c8d;
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padding: 40px;
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font-style: italic;
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}
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/* 操作符参考模态框样式 */
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.operator-category {
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background: #f8f9fa;
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border-radius: 8px;
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margin-bottom: 20px;
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border: 1px solid #e9ecef;
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overflow: hidden;
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}
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.operator-category.hidden {
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display: none;
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}
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.operator-category-header {
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background: #3498db;
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color: white;
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padding: 15px 20px;
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cursor: pointer;
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display: flex;
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justify-content: space-between;
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align-items: center;
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transition: background-color 0.3s;
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}
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.operator-category-header:hover {
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background: #2980b9;
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}
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.operator-category-header h4 {
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margin: 0;
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font-size: 16px;
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}
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.operator-category-number {
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background: rgba(255, 255, 255, 0.2);
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padding: 4px 8px;
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border-radius: 12px;
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font-size: 12px;
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font-weight: bold;
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margin-right: 10px;
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}
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.operator-category-toggle {
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font-size: 18px;
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transition: transform 0.3s;
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}
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.operator-category-toggle.expanded {
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transform: rotate(180deg);
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}
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.operator-category-content {
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padding: 0;
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max-height: 0;
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overflow: hidden;
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transition: max-height 0.3s ease-out;
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}
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.operator-category-content.expanded {
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max-height: 500px;
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padding: 20px;
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}
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.operator-description {
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color: #2c3e50;
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margin-bottom: 15px;
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font-style: italic;
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line-height: 1.5;
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}
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.operator-list {
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background: white;
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border-radius: 4px;
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padding: 15px;
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border: 1px solid #e9ecef;
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}
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.operator-list h5 {
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margin: 0 0 10px 0;
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color: #2c3e50;
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font-size: 14px;
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font-weight: bold;
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}
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.operators-grid {
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display: flex;
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flex-wrap: wrap;
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gap: 8px;
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}
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.operator-tag {
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background: #ecf0f1;
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color: #2c3e50;
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padding: 4px 8px;
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border-radius: 4px;
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font-size: 12px;
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font-family: monospace;
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border: 1px solid #bdc3c7;
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}
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.operator-tag.highlight {
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background: #fff3cd;
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border-color: #ffeaa7;
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color: #856404;
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}
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.no-results {
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text-align: center;
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color: #7f8c8d;
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padding: 40px;
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font-style: italic;
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}
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/* 可点击分类样式 */
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.clickable-category {
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color: #3498db;
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cursor: pointer;
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text-decoration: underline;
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font-weight: bold;
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}
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.clickable-category:hover {
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color: #2980b9;
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background-color: #f8f9fa;
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padding: 2px 4px;
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border-radius: 3px;
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}
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/* 分类弹出提示框 */
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.category-popup {
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position: absolute;
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background: white;
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border: 2px solid #3498db;
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border-radius: 8px;
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box-shadow: 0 4px 12px rgba(0, 0, 0, 0.15);
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z-index: 1000;
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max-width: 500px;
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min-width: 300px;
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padding: 0;
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display: none;
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}
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.category-popup-header {
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background: #3498db;
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color: white;
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padding: 10px 15px;
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border-radius: 6px 6px 0 0;
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font-weight: bold;
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display: flex;
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justify-content: space-between;
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align-items: center;
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}
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.category-popup-close {
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cursor: pointer;
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font-size: 18px;
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font-weight: bold;
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}
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.category-popup-content {
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padding: 15px;
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}
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.category-popup-description {
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color: #2c3e50;
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margin-bottom: 15px;
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font-style: italic;
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line-height: 1.4;
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}
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.category-popup-operators {
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background: #f8f9fa;
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border-radius: 4px;
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padding: 10px;
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border: 1px solid #e9ecef;
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}
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.category-popup-operators h5 {
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margin: 0 0 8px 0;
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color: #2c3e50;
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font-size: 13px;
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}
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.popup-operators-grid {
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display: flex;
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flex-wrap: wrap;
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gap: 4px;
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}
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.popup-operator-tag {
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background: #ecf0f1;
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color: #2c3e50;
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padding: 2px 6px;
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border-radius: 3px;
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font-size: 11px;
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font-family: monospace;
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border: 1px solid #bdc3c7;
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}
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.readonly-display {
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padding: 10px;
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border: 1px solid #ddd;
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border-radius: 4px;
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background: #f8f9fa;
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font-size: 14px;
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min-height: 35px;
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|
display: flex;
|
|
align-items: center;
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|
}
|
|
</style>
|
|
</head>
|
|
<body>
|
|
<div class="feature-engineering-container">
|
|
<a href="{{ url_for('index') }}" class="back-button">← 返回主页面</a>
|
|
|
|
<div class="header-section">
|
|
<h1>数据字段指南</h1>
|
|
<p>获取AI驱动的多步骤数据字段探索建议</p>
|
|
</div>
|
|
|
|
<!-- API配置部分 -->
|
|
<div class="config-section">
|
|
<h3>API配置</h3>
|
|
<div class="form-group">
|
|
<label for="apiKey">Deepseek API密钥:</label>
|
|
<input type="password" id="apiKey" class="form-input" placeholder="输入您的Deepseek API密钥">
|
|
</div>
|
|
<button id="saveApiKey" class="btn">测试并保存API密钥</button>
|
|
</div>
|
|
|
|
<!-- 流水线状态部分 -->
|
|
<div class="pipeline-status" id="pipelineStatus" style="display: none;">
|
|
<h4>当前流水线状态</h4>
|
|
<div id="pipelineSteps">
|
|
<!-- 流水线步骤将显示在这里 -->
|
|
</div>
|
|
</div>
|
|
|
|
<!-- 初始设置部分 -->
|
|
<div class="config-section" id="initialSetup">
|
|
<h3>开始新的特征工程流水线</h3>
|
|
<div class="template-actions">
|
|
<button id="loadQuestionTemplate" class="btn btn-secondary">加载问题模板</button>
|
|
<button id="editSystemPrompt" class="btn btn-secondary">编辑系统提示</button>
|
|
<button id="startPipeline" class="btn btn-success">获取AI建议</button>
|
|
</div>
|
|
<div class="form-group">
|
|
<label for="questionTemplate">问题模板:</label>
|
|
<textarea id="questionTemplate" class="form-input" rows="6" placeholder="点击'加载问题模板'来加载模板"></textarea>
|
|
</div>
|
|
</div>
|
|
|
|
<!-- 选项卡片部分 -->
|
|
<div class="options-section" id="optionsSection" style="display: none;">
|
|
<div class="options-header">
|
|
<h3>AI建议</h3>
|
|
<div class="quick-actions">
|
|
<button id="clearOptions" class="btn btn-secondary">清除并重新开始</button>
|
|
<button id="exportPipeline" class="btn">导出流水线</button>
|
|
</div>
|
|
</div>
|
|
<div class="options-container" id="optionsContainer">
|
|
<!-- 选项卡片将动态插入到这里 -->
|
|
</div>
|
|
</div>
|
|
|
|
<!-- 编辑用模态覆盖层 -->
|
|
<div class="modal-overlay" id="modalOverlay"></div>
|
|
|
|
<!-- 分类弹出框 -->
|
|
<div class="category-popup" id="categoryPopup">
|
|
<div class="category-popup-header">
|
|
<span id="categoryPopupTitle"></span>
|
|
<span class="category-popup-close" onclick="hideCategoryPopup()">×</span>
|
|
</div>
|
|
<div class="category-popup-content">
|
|
<div class="category-popup-description" id="categoryPopupDescription"></div>
|
|
<div class="category-popup-operators">
|
|
<h5 id="categoryPopupOperatorsTitle"></h5>
|
|
<div class="popup-operators-grid" id="categoryPopupOperators"></div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
<!-- 系统提示编辑模态框 -->
|
|
<div class="modal-overlay" id="systemPromptModal" style="display: none;">
|
|
<div class="modal-content" style="position: fixed; top: 50%; left: 50%; transform: translate(-50%, -50%); width: 80%; max-width: 900px; max-height: 80vh; background: white; border-radius: 8px; box-shadow: 0 10px 30px rgba(0,0,0,0.3); z-index: 1001;">
|
|
<div class="modal-header" style="background: #3498db; color: white; padding: 15px 20px; border-radius: 8px 8px 0 0; display: flex; justify-content: space-between; align-items: center;">
|
|
<h3>编辑系统提示</h3>
|
|
<span class="close" onclick="closeSystemPromptModal()" style="cursor: pointer; font-size: 24px;">×</span>
|
|
</div>
|
|
<div class="modal-body" style="padding: 20px; max-height: 60vh; overflow-y: auto;">
|
|
<div class="form-group">
|
|
<label for="systemPromptTextarea">系统提示:</label>
|
|
<textarea id="systemPromptTextarea" class="form-input" rows="20" placeholder="在此输入您的自定义系统提示..."></textarea>
|
|
</div>
|
|
<div class="prompt-actions" style="margin-top: 15px; display: flex; gap: 10px;">
|
|
<button id="loadDefaultPrompt" class="btn btn-outline">加载默认提示</button>
|
|
</div>
|
|
</div>
|
|
<div class="modal-footer" style="padding: 15px 20px; border-top: 1px solid #eee; display: flex; justify-content: flex-end; gap: 10px;">
|
|
<button onclick="closeSystemPromptModal()" class="btn btn-outline">取消</button>
|
|
<button onclick="saveSystemPrompt()" class="btn btn-primary">保存并应用</button>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
<!-- 导出部分 -->
|
|
<div class="export-section">
|
|
<h3>可用的特征工程类别</h3>
|
|
<p>AI助手可以从以下15个类别中推荐:</p>
|
|
<div class="category-list">
|
|
<div class="category-item">基础算术与数学运算</div>
|
|
<div class="category-item">逻辑与条件运算</div>
|
|
<div class="category-item">时间序列: 变化检测与值比较</div>
|
|
<div class="category-item">时间序列: 统计特征工程</div>
|
|
<div class="category-item">时间序列: 排名、缩放和归一化</div>
|
|
<div class="category-item">时间序列: 衰减、平滑和周转控制</div>
|
|
<div class="category-item">时间序列: 极值与位置识别</div>
|
|
<div class="category-item">横截面: 排名、缩放和归一化</div>
|
|
<div class="category-item">横截面: 回归与中性化</div>
|
|
<div class="category-item">横截面: 分布变换与截断</div>
|
|
<div class="category-item">变换与过滤操作</div>
|
|
<div class="category-item">分组聚合与统计摘要</div>
|
|
<div class="category-item">分组排名、缩放和归一化</div>
|
|
<div class="category-item">分组回归与中性化</div>
|
|
<div class="category-item">分组插值与回填</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
<script src="{{ url_for('static', filename='feature_engineering.js') }}"></script>
|
|
</body>
|
|
</html> |