Initial commit: MLflow dashboard project
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
118
static/app.js
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118
static/app.js
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const API_BASE = window.location.origin;
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function getTrackingUri() {
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return document.getElementById('trackingUri').value.trim() || null;
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}
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function formatTime(ts) {
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if (!ts) return '';
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const d = new Date(ts);
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return d.toLocaleDateString('ko-KR') + ' ' + d.toLocaleTimeString('ko-KR', {hour: '2-digit', minute: '2-digit'});
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}
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async function loadExperiments() {
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const container = document.getElementById('content');
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container.innerHTML = '<div class="loading">Loading...</div>';
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const uri = getTrackingUri();
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const params = uri ? '?tracking_uri=' + encodeURIComponent(uri) : '';
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try {
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const res = await fetch(API_BASE + '/api/experiments' + params);
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if (!res.ok) throw new Error('Failed: ' + res.status);
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const experiments = await res.json();
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if (experiments.length === 0) {
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container.innerHTML = '<div class="loading">No experiments found.</div>';
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return;
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}
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container.innerHTML = '';
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experiments.forEach(function(exp) {
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const card = document.createElement('div');
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card.className = 'exp-card';
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card.innerHTML =
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'<div class="exp-header" onclick="toggleExp(this, \'' + exp.experiment_id + '\')">' +
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'<span class="exp-arrow">▶</span>' +
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'<span class="exp-name">' + exp.name + '</span>' +
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'<span class="exp-badge">' + exp.run_count + ' runs</span>' +
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'</div>' +
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'<div class="run-list" id="runs-' + exp.experiment_id + '">' +
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'<div class="loading">Loading runs...</div>' +
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'</div>';
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container.appendChild(card);
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});
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} catch (e) {
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container.innerHTML = '<div class="error">Connection failed: ' + e.message + '</div>';
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}
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}
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async function toggleExp(header, expId) {
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const arrow = header.querySelector('.exp-arrow');
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const runList = document.getElementById('runs-' + expId);
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if (runList.classList.contains('open')) {
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runList.classList.remove('open');
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arrow.classList.remove('open');
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return;
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}
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arrow.classList.add('open');
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runList.classList.add('open');
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runList.innerHTML = '<div class="loading">Loading runs...</div>';
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const uri = getTrackingUri();
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const params = uri ? '?tracking_uri=' + encodeURIComponent(uri) : '';
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try {
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const res = await fetch(API_BASE + '/api/experiments/' + expId + '/runs' + params);
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const runs = await res.json();
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if (runs.length === 0) {
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runList.innerHTML = '<div class="run-row" style="color:#888;">No runs</div>';
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return;
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}
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runList.innerHTML = '';
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runs.forEach(function(run) {
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const row = document.createElement('div');
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row.className = 'run-row';
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row.innerHTML =
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'<span class="run-name">' + (run.run_name || run.run_id.substring(0, 8)) + '</span>' +
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'<span class="status ' + run.status + '">' + run.status + '</span>' +
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'<span class="run-time">' + formatTime(run.start_time) + '</span>' +
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'<div class="btn-group">' +
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'<button class="btn btn-view" onclick="viewRun(\'' + run.run_id + '\')">View</button>' +
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'<button class="btn btn-train" onclick="trainRun(\'' + run.run_id + '\')">Train</button>' +
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'<button class="btn btn-serve" onclick="serveRun(\'' + run.run_id + '\')">Serve</button>' +
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'</div>';
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runList.appendChild(row);
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});
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} catch (e) {
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runList.innerHTML = '<div class="error">Failed to load runs</div>';
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}
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}
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async function viewRun(runId) {
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const uri = getTrackingUri();
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const params = uri ? '?tracking_uri=' + encodeURIComponent(uri) : '';
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try {
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const res = await fetch(API_BASE + '/api/runs/' + runId + '/mlflow-link' + params);
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const data = await res.json();
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window.open(data.url, '_blank');
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} catch (e) {
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alert('Failed to get MLflow link');
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}
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}
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function trainRun(runId) {
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alert('Train is not implemented yet.');
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}
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function serveRun(runId) {
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alert('Serve: model_uri required. Use Swagger UI (/docs) for now.');
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}
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document.addEventListener('DOMContentLoaded', function() {
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loadExperiments();
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});
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24
static/index.html
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24
static/index.html
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<!DOCTYPE html>
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<html lang="ko">
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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>MLflow Dashboard</title>
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<link rel="stylesheet" href="/static/style.css">
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</head>
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<body>
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<div class="header">
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<h1>MLflow Dashboard</h1>
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<input type="text" id="trackingUri" placeholder="Tracking URI (e.g. http://192.168.200.231:50111)">
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<button onclick="loadExperiments()">Connect</button>
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</div>
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<div class="container" id="content">
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<div class="loading">Tracking URI를 입력하고 Connect를 클릭하세요.</div>
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</div>
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<script src="/static/app.js"></script>
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</body>
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</html>
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85
static/style.css
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85
static/style.css
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* { margin: 0; padding: 0; box-sizing: border-box; }
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body { font-family: 'Segoe UI', sans-serif; background: #f5f5f5; color: #333; }
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.header {
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background: #1a1a2e; color: white; padding: 16px 24px;
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display: flex; align-items: center; gap: 16px;
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}
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.header h1 { font-size: 20px; font-weight: 600; }
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.header input {
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padding: 8px 12px; border: none; border-radius: 6px;
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width: 360px; font-size: 14px; background: #16213e; color: white;
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}
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.header input::placeholder { color: #888; }
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.header button {
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padding: 8px 20px; border: none; border-radius: 6px;
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background: #0f3460; color: white; cursor: pointer; font-size: 14px;
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}
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.header button:hover { background: #1a5276; }
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.container { max-width: 1200px; margin: 24px auto; padding: 0 16px; }
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.exp-card {
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background: white; border-radius: 8px; margin-bottom: 8px;
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box-shadow: 0 1px 3px rgba(0,0,0,0.1); overflow: hidden;
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}
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.exp-header {
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padding: 14px 20px; cursor: pointer; display: flex;
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align-items: center; gap: 12px; user-select: none;
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transition: background 0.15s;
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}
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.exp-header:hover { background: #f8f9fa; }
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.exp-arrow {
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font-size: 12px; color: #666; transition: transform 0.2s;
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width: 16px; text-align: center;
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}
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.exp-arrow.open { transform: rotate(90deg); }
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.exp-name { font-weight: 600; font-size: 15px; flex: 1; }
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.exp-badge {
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background: #e8f0fe; color: #1967d2; padding: 2px 10px;
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border-radius: 12px; font-size: 12px; font-weight: 500;
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}
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.run-list { display: none; border-top: 1px solid #eee; }
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.run-list.open { display: block; }
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.run-row {
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padding: 10px 20px 10px 48px; display: flex; align-items: center;
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gap: 12px; border-bottom: 1px solid #f0f0f0; font-size: 14px;
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}
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.run-row:last-child { border-bottom: none; }
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.run-row:hover { background: #fafbfc; }
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.run-name { flex: 1; font-weight: 500; }
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.status {
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padding: 3px 10px; border-radius: 12px; font-size: 11px;
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font-weight: 600; text-transform: uppercase; min-width: 80px;
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text-align: center;
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}
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.status.FINISHED { background: #e6f4ea; color: #1e8e3e; }
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.status.RUNNING { background: #e8f0fe; color: #1967d2; }
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.status.FAILED { background: #fce8e6; color: #d93025; }
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.status.KILLED { background: #fef7e0; color: #ea8600; }
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.status.SCHEDULED { background: #f3e8fd; color: #8430ce; }
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.btn-group { display: flex; gap: 6px; }
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.btn {
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padding: 5px 14px; border: 1px solid #ddd; border-radius: 4px;
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font-size: 12px; cursor: pointer; background: white;
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transition: all 0.15s;
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}
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.btn:hover { background: #f0f0f0; }
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.btn-view { border-color: #1967d2; color: #1967d2; }
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.btn-view:hover { background: #e8f0fe; }
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.btn-train { border-color: #1e8e3e; color: #1e8e3e; }
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.btn-train:hover { background: #e6f4ea; }
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.btn-serve { border-color: #ea8600; color: #ea8600; }
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.btn-serve:hover { background: #fef7e0; }
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.loading { text-align: center; padding: 40px; color: #888; }
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.error { text-align: center; padding: 40px; color: #d93025; }
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.run-time {
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color: #888; font-size: 12px; min-width: 140px; text-align: right;
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}
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