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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Inference Provider Dashboard</title>
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
<style>
* {
margin: 0;
padding: 0;
box-sizing: border-box;
}
body {
font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
min-height: 100vh;
padding: 10px;
margin: 0;
}
.container {
max-width: 1400px;
margin: 0 auto;
background: white;
border-radius: 15px;
box-shadow: 0 10px 30px rgba(0, 0, 0, 0.1);
overflow: hidden;
max-height: calc(100vh - 20px);
display: flex;
flex-direction: column;
}
.header {
background: linear-gradient(135deg, #4facfe 0%, #00f2fe 100%);
color: white;
padding: 20px;
text-align: center;
flex-shrink: 0;
}
.header h1 {
font-size: 2rem;
font-weight: 300;
margin-bottom: 5px;
}
.header p {
font-size: 1rem;
opacity: 0.9;
}
.controls {
padding: 15px 20px;
background: #f8f9fa;
border-bottom: 1px solid #e9ecef;
display: flex;
justify-content: space-between;
align-items: center;
flex-shrink: 0;
}
.refresh-btn {
background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
color: white;
border: none;
padding: 12px 24px;
border-radius: 25px;
cursor: pointer;
font-size: 1rem;
transition: transform 0.2s, box-shadow 0.2s;
}
.refresh-btn:hover {
transform: translateY(-2px);
box-shadow: 0 5px 15px rgba(102, 126, 234, 0.4);
}
.refresh-btn:disabled {
opacity: 0.6;
cursor: not-allowed;
}
.last-updated {
color: #6c757d;
font-size: 0.9rem;
}
.content {
padding: 20px;
flex: 1;
overflow-y: auto;
display: grid;
grid-template-columns: 1fr;
grid-template-rows: auto auto auto 1fr;
gap: 15px;
max-height: calc(100vh - 200px);
}
.stats-row {
display: grid;
grid-template-columns: repeat(3, 1fr);
gap: 15px;
margin-bottom: 0;
}
.stat-card {
background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
color: white;
padding: 15px;
border-radius: 10px;
text-align: center;
box-shadow: 0 5px 15px rgba(102, 126, 234, 0.3);
}
.stat-card h3 {
font-size: 1.5rem;
margin-bottom: 3px;
}
.stat-card p {
opacity: 0.9;
font-size: 0.9rem;
}
.chart-container {
background: white;
border-radius: 10px;
padding: 20px;
margin: 0 20px;
box-shadow: 0 3px 10px rgba(0, 0, 0, 0.08);
display: flex;
flex-direction: column;
}
.chart-container h2 {
margin-bottom: 15px;
color: #333;
font-weight: 600;
font-size: 1.2rem;
}
.chart-wrapper {
flex: 1;
position: relative;
min-height: 350px;
}
/* Enhanced chart legend styling */
.chart-container canvas {
cursor: crosshair;
}
/* Add a subtle instruction text */
.chart-instructions {
font-size: 0.8rem;
color: #6c757d;
text-align: center;
margin-top: 8px;
font-style: italic;
}
.table-container {
background: white;
border-radius: 10px;
padding: 20px;
box-shadow: 0 3px 10px rgba(0, 0, 0, 0.08);
overflow: auto;
display: flex;
flex-direction: column;
}
.table-container h2 {
margin-bottom: 15px;
color: #333;
font-weight: 600;
font-size: 1.2rem;
}
table {
width: 100%;
border-collapse: collapse;
font-size: 0.9rem;
}
th, td {
padding: 10px 12px;
text-align: left;
border-bottom: 1px solid #e9ecef;
}
th {
background: #f8f9fa;
font-weight: 600;
color: #495057;
position: sticky;
top: 0;
}
tr:hover {
background: #f8f9fa;
}
.loading {
text-align: center;
padding: 20px;
color: #6c757d;
}
.spinner {
border: 3px solid #f3f3f3;
border-top: 3px solid #667eea;
border-radius: 50%;
width: 30px;
height: 30px;
animation: spin 1s linear infinite;
margin: 0 auto 15px;
}
@keyframes spin {
0% { transform: rotate(0deg); }
100% { transform: rotate(360deg); }
}
.error {
background: #f8d7da;
border: 1px solid #f5c6cb;
color: #721c24;
padding: 15px;
border-radius: 10px;
margin: 15px 20px;
}
@media (max-width: 1024px) {
.chart-container {
margin: 0 10px;
}
.chart-wrapper {
min-height: 300px;
}
.error {
margin: 15px 10px;
}
}
@media (max-width: 768px) {
body {
padding: 5px;
}
.container {
max-height: calc(100vh - 10px);
border-radius: 10px;
}
.controls {
flex-direction: column;
gap: 10px;
padding: 10px 15px;
}
.header {
padding: 15px;
}
.header h1 {
font-size: 1.5rem;
}
.content {
padding: 15px;
gap: 10px;
max-height: calc(100vh - 160px);
}
.stats-row {
grid-template-columns: 1fr;
gap: 10px;
}
.stat-card {
padding: 12px;
}
.chart-container {
margin: 0 5px;
}
.chart-wrapper {
min-height: 250px;
}
.error {
margin: 15px 5px;
}
}
</style>
</head>
<body>
<div class="container">
<div class="header">
<h1>Inference Provider Dashboard</h1>
<p>Compare monthly requests across different AI inference providers</p>
</div>
<div class="controls">
<div class="last-updated" id="lastUpdated">Loading...</div>
<button class="refresh-btn" id="refreshBtn" onclick="refreshData()">
Refresh Data
</button>
</div>
<div class="content">
<div id="loading" class="loading">
<div class="spinner"></div>
<p>Loading provider data...</p>
</div>
<div id="error" class="error" style="display: none;">
<strong>Error:</strong> <span id="errorMessage"></span>
</div>
<div id="content" style="display: none;">
<div class="stats-row" id="statsRow">
<!-- Stats cards will be populated here -->
</div>
<div class="chart-container">
<h2>Monthly Requests Comparison</h2>
<div class="chart-wrapper">
<canvas id="requestsChart"></canvas>
</div>
</div>
<div class="chart-container">
<h2>Historical Trends (Last 48 Hours)</h2>
<div class="chart-wrapper">
<canvas id="historicalChart"></canvas>
</div>
<div class="chart-instructions">
Hover for detailed coordinates • Click legend items to show/hide providers
</div>
</div>
<div class="table-container">
<h2>Provider Details</h2>
<table id="providersTable">
<thead>
<tr>
<th>Provider</th>
<th>Monthly Requests</th>
<th>HuggingFace Profile</th>
</tr>
</thead>
<tbody id="tableBody">
<!-- Table rows will be populated here -->
</tbody>
</table>
</div>
</div>
</div>
</div>
<script src="https://cdn.jsdelivr.net/npm/chartjs-adapter-date-fns/dist/chartjs-adapter-date-fns.bundle.min.js"></script>
<script>
let chart = null;
let historicalChart = null;
async function fetchProviderData() {
try {
const response = await fetch('/api/providers');
if (!response.ok) {
throw new Error(`HTTP error! status: ${response.status}`);
}
return await response.json();
} catch (error) {
console.error('Error fetching data:', error);
throw error;
}
}
async function fetchHistoricalData() {
try {
const response = await fetch('/api/historical');
if (!response.ok) {
throw new Error(`HTTP error! status: ${response.status}`);
}
return await response.json();
} catch (error) {
console.error('Error fetching historical data:', error);
return { historical_data: {}, error: 'Failed to load historical data' };
}
}
function showError(message) {
document.getElementById('loading').style.display = 'none';
document.getElementById('content').style.display = 'none';
document.getElementById('error').style.display = 'block';
document.getElementById('errorMessage').textContent = message;
}
function formatNumber(num) {
if (num >= 1000000) {
return (num / 1000000).toFixed(1) + 'M';
} else if (num >= 1000) {
return (num / 1000).toFixed(1) + 'K';
}
return num.toString();
}
function updateStats(data) {
const statsRow = document.getElementById('statsRow');
const totalRequests = data.providers.reduce((sum, provider) => sum + provider.monthly_requests_int, 0);
const topProvider = data.providers[0];
// Use requestAnimationFrame for smooth DOM updates
requestAnimationFrame(() => {
statsRow.innerHTML = `
<div class="stat-card">
<h3>${data.total_providers}</h3>
<p>Total Providers</p>
</div>
<div class="stat-card">
<h3>${formatNumber(totalRequests)}</h3>
<p>Total Monthly Requests</p>
</div>
<div class="stat-card">
<h3>${topProvider.provider}</h3>
<p>Top Provider</p>
</div>
`;
});
}
function updateChart(data) {
const ctx = document.getElementById('requestsChart').getContext('2d');
if (chart) {
chart.destroy();
}
// Use the same color mapping as the line chart
const providerColors = {
'fireworks-ai': '#6830E0',
'nebius': '#D9FE00',
'novita': '#26D57A',
'fal': '#D9304D',
'togethercomputer': '#0F6FFF',
'groq': '#FF6B6B',
'cerebras': '#4ECDC4',
'sambanovasystems': '#45B7D1',
'replicate': '#96CEB4',
'Hyperbolic': '#FFEAA7',
'featherless-ai': '#DDA0DD',
'CohereLabs': '#98D8C8',
'nscale': '#F7DC6F'
};
const labels = data.providers.map(p => p.provider);
const values = data.providers.map(p => p.monthly_requests_int);
// Map colors to match providers
const backgroundColors = data.providers.map(p => {
const color = providerColors[p.provider] || '#667eea';
return color + '80'; // Add transparency
});
const borderColors = data.providers.map(p => {
return providerColors[p.provider] || '#667eea';
});
chart = new Chart(ctx, {
type: 'bar',
data: {
labels: labels,
datasets: [{
label: 'Monthly Requests',
data: values,
backgroundColor: backgroundColors,
borderColor: borderColors,
borderWidth: 1,
borderRadius: 5
}]
},
options: {
responsive: true,
maintainAspectRatio: false,
animation: {
duration: 300
},
interaction: {
intersect: false,
mode: 'index'
},
plugins: {
legend: {
display: false
}
},
scales: {
x: {
grid: {
display: false
}
},
y: {
beginAtZero: true,
grid: {
color: 'rgba(0, 0, 0, 0.05)'
},
ticks: {
maxTicksLimit: 6,
callback: function(value) {
return formatNumber(value);
}
}
}
}
}
});
}
function updateHistoricalChart(historicalData) {
const ctx = document.getElementById('historicalChart').getContext('2d');
if (historicalChart) {
historicalChart.destroy();
}
// Create datasets for each provider
const datasets = [];
// Specific color mapping for inference providers
const providerColors = {
'fireworks-ai': '#6830E0',
'nebius': '#D9FE00',
'novita': '#26D57A',
'fal': '#D9304D',
'togethercomputer': '#0F6FFF',
// Additional colors for other providers
'groq': '#FF6B6B',
'cerebras': '#4ECDC4',
'sambanovasystems': '#45B7D1',
'replicate': '#96CEB4',
'Hyperbolic': '#FFEAA7',
'featherless-ai': '#DDA0DD',
'CohereLabs': '#98D8C8',
'nscale': '#F7DC6F'
};
for (const [provider, data] of Object.entries(historicalData)) {
if (data && data.length > 0) {
const providerColor = providerColors[provider] || '#667eea'; // fallback color
datasets.push({
label: provider,
data: data,
borderColor: providerColor,
backgroundColor: providerColor + '20',
borderWidth: 2,
fill: false,
tension: 0.4,
pointRadius: 3,
pointHoverRadius: 6,
pointBackgroundColor: providerColor,
pointBorderColor: '#ffffff',
pointBorderWidth: 2,
pointHoverBackgroundColor: '#ffffff',
pointHoverBorderColor: providerColor,
pointHoverBorderWidth: 3
});
}
}
historicalChart = new Chart(ctx, {
type: 'line',
data: {
datasets: datasets
},
options: {
responsive: true,
maintainAspectRatio: false,
animation: {
duration: 300
},
interaction: {
intersect: false,
mode: 'index'
},
plugins: {
legend: {
display: true,
position: 'top',
labels: {
boxWidth: 12,
padding: 15,
usePointStyle: true,
generateLabels: function(chart) {
const original = Chart.defaults.plugins.legend.labels.generateLabels;
const labels = original.call(this, chart);
// Add click handlers and visual feedback
labels.forEach(label => {
label.fillStyle = label.strokeStyle;
});
return labels;
}
},
onClick: function(event, legendItem, legend) {
const index = legendItem.datasetIndex;
const chart = legend.chart;
const meta = chart.getDatasetMeta(index);
// Toggle visibility
meta.hidden = meta.hidden === null ? !chart.data.datasets[index].hidden : null;
// Update legend appearance
const legendItems = legend.legendItems;
if (legendItems && legendItems[index]) {
legendItems[index].fillStyle = meta.hidden ?
'rgba(128, 128, 128, 0.4)' :
chart.data.datasets[index].borderColor;
legendItems[index].strokeStyle = meta.hidden ?
'rgba(128, 128, 128, 0.4)' :
chart.data.datasets[index].borderColor;
}
chart.update();
}
},
tooltip: {
mode: 'nearest',
intersect: false,
backgroundColor: 'rgba(0, 0, 0, 0.8)',
titleColor: 'white',
bodyColor: 'white',
borderColor: 'rgba(255, 255, 255, 0.2)',
borderWidth: 1,
cornerRadius: 8,
padding: 12,
displayColors: true,
callbacks: {
title: function(tooltipItems) {
if (tooltipItems.length > 0) {
const date = new Date(tooltipItems[0].parsed.x);
return date.toLocaleDateString() + ' ' + date.toLocaleTimeString();
}
return '';
},
label: function(context) {
const provider = context.dataset.label;
const value = formatNumber(context.parsed.y);
const date = new Date(context.parsed.x);
const timeStr = date.toLocaleTimeString();
return [
`Provider: ${provider}`,
`Requests: ${value}`,
`Time: ${timeStr}`,
`Coordinates: (${date.toLocaleDateString()}, ${context.parsed.y})`
];
},
afterBody: function(tooltipItems) {
return 'Click legend to toggle provider visibility';
}
}
}
},
scales: {
x: {
type: 'time',
time: {
unit: 'hour',
displayFormats: {
hour: 'MMM dd HH:mm'
}
},
title: {
display: true,
text: 'Time'
},
grid: {
color: 'rgba(0, 0, 0, 0.05)'
}
},
y: {
beginAtZero: true,
title: {
display: true,
text: 'Monthly Requests'
},
grid: {
color: 'rgba(0, 0, 0, 0.05)'
},
ticks: {
maxTicksLimit: 6,
callback: function(value) {
return formatNumber(value);
}
}
}
}
}
});
}
function updateTable(data) {
const tableBody = document.getElementById('tableBody');
const rows = data.providers.map(provider => `
<tr>
<td><strong>${provider.provider}</strong></td>
<td>${formatNumber(provider.monthly_requests_int)}</td>
<td><a href="https://huggingface.co/${provider.provider}" target="_blank">View Profile</a></td>
</tr>
`).join('');
// Use requestAnimationFrame for smooth DOM updates
requestAnimationFrame(() => {
tableBody.innerHTML = rows;
});
}
async function loadData() {
try {
const loadingEl = document.getElementById('loading');
const contentEl = document.getElementById('content');
const errorEl = document.getElementById('error');
loadingEl.style.display = 'block';
contentEl.style.display = 'none';
errorEl.style.display = 'none';
// Fetch both current and historical data
const [data, historicalData] = await Promise.all([
fetchProviderData(),
fetchHistoricalData()
]);
// Batch DOM updates using requestAnimationFrame
requestAnimationFrame(() => {
loadingEl.style.display = 'none';
contentEl.style.display = 'block';
document.getElementById('lastUpdated').textContent = `Last updated: ${data.last_updated}`;
});
// Update components
updateStats(data);
updateChart(data);
updateTable(data);
updateHistoricalChart(historicalData.historical_data || {});
} catch (error) {
showError('Failed to load provider data. Please try again.');
}
}
async function refreshData() {
const refreshBtn = document.getElementById('refreshBtn');
refreshBtn.disabled = true;
refreshBtn.textContent = 'Refreshing...';
try {
await loadData();
} finally {
// Small delay to prevent rapid clicking
setTimeout(() => {
refreshBtn.disabled = false;
refreshBtn.textContent = 'Refresh Data';
}, 100);
}
}
// Load data when page loads
document.addEventListener('DOMContentLoaded', loadData);
// Auto-refresh every 10 minutes (reduced from 5 to improve performance)
setInterval(loadData, 10 * 60 * 1000);
</script>
</body>
</html> |