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open-webui/src/lib/components/admin/Analytics/Dashboard.svelte
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2026-02-04 23:47:16 -06:00

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14 KiB
Svelte

<script lang="ts">
import { onMount, getContext } from 'svelte';
import { models } from '$lib/stores';
import { getSummary, getModelAnalytics, getUserAnalytics, getDailyStats, getTokenUsage } from '$lib/apis/analytics';
import Spinner from '$lib/components/common/Spinner.svelte';
import ChevronUp from '$lib/components/icons/ChevronUp.svelte';
import ChevronDown from '$lib/components/icons/ChevronDown.svelte';
import ChartLine from './ChartLine.svelte';
import AnalyticsModelModal from './AnalyticsModelModal.svelte';
import Tooltip from '$lib/components/common/Tooltip.svelte';
import { WEBUI_API_BASE_URL } from '$lib/constants';
import { formatNumber } from '$lib/utils';
import { goto } from '$app/navigation';
const i18n = getContext('i18n');
// Time period - persist in localStorage
let selectedPeriod = (typeof localStorage !== 'undefined' && localStorage.getItem('analyticsPeriod')) || '7d';
const periods = [
{ value: '24h', label: 'Last 24 hours' },
{ value: '7d', label: 'Last 7 days' },
{ value: '30d', label: 'Last 30 days' },
{ value: '90d', label: 'Last 90 days' },
{ value: 'all', label: 'All time' }
];
const getDateRange = (period: string): { start: number | null; end: number | null } => {
const now = Math.floor(Date.now() / 1000);
const day = 86400;
switch (period) {
case '24h': return { start: now - day, end: now };
case '7d': return { start: now - 7 * day, end: now };
case '30d': return { start: now - 30 * day, end: now };
case '90d': return { start: now - 90 * day, end: now };
default: return { start: null, end: null };
}
};
// Data
let summary = { total_messages: 0, total_chats: 0, total_models: 0, total_users: 0 };
let modelStats: Array<{ model_id: string; count: number; name?: string }> = [];
let userStats: Array<{ user_id: string; name?: string; email?: string; count: number }> = [];
let dailyStats: Array<{ date: string; models: Record<string, number> }> = [];
let tokenStats: Record<string, { input_tokens: number; output_tokens: number; total_tokens: number }> = {};
let totalTokens = { input: 0, output: 0, total: 0 };
let loading = true;
// Selected model for drill-down
let selectedModel: { id: string; name: string } | null = null;
let showModelModal = false;
// Sorting
let modelOrderBy = 'count';
let modelDirection: 'asc' | 'desc' = 'desc';
let userOrderBy = 'count';
let userDirection: 'asc' | 'desc' = 'desc';
const toggleModelSort = (key: string) => {
if (modelOrderBy === key) {
modelDirection = modelDirection === 'asc' ? 'desc' : 'asc';
} else {
modelOrderBy = key;
modelDirection = key === 'name' ? 'asc' : 'desc';
}
};
const toggleUserSort = (key: string) => {
if (userOrderBy === key) {
userDirection = userDirection === 'asc' ? 'desc' : 'asc';
} else {
userOrderBy = key;
userDirection = key === 'user_id' ? 'asc' : 'desc';
}
};
const loadDashboard = async () => {
loading = true;
try {
const { start, end } = getDateRange(selectedPeriod);
const granularity = selectedPeriod === '24h' ? 'hourly' : 'daily';
const [summaryRes, modelsRes, usersRes, dailyRes, tokensRes] = await Promise.all([
getSummary(localStorage.token, start, end),
getModelAnalytics(localStorage.token, start, end),
getUserAnalytics(localStorage.token, start, end, 50),
getDailyStats(localStorage.token, start, end, granularity),
getTokenUsage(localStorage.token, start, end)
]);
summary = summaryRes ?? summary;
const modelsMap = new Map($models.map((m) => [m.id, m.name || m.id]));
modelStats = (modelsRes?.models ?? []).map((entry) => ({
...entry,
name: modelsMap.get(entry.model_id) || entry.model_id
}));
userStats = usersRes?.users ?? [];
dailyStats = dailyRes?.data ?? [];
// Process token data
if (tokensRes) {
tokenStats = {};
for (const m of tokensRes.models) {
tokenStats[m.model_id] = {
input_tokens: m.input_tokens,
output_tokens: m.output_tokens,
total_tokens: m.total_tokens
};
}
totalTokens = {
input: tokensRes.total_input_tokens,
output: tokensRes.total_output_tokens,
total: tokensRes.total_tokens
};
}
} catch (err) {
console.error('Dashboard load failed:', err);
}
loading = false;
};
$: if (selectedPeriod) {
loadDashboard();
}
$: sortedModels = [...modelStats].sort((a, b) => {
if (modelOrderBy === 'name') {
return modelDirection === 'asc'
? a.name.localeCompare(b.name)
: b.name.localeCompare(a.name);
}
return modelDirection === 'asc' ? a.count - b.count : b.count - a.count;
});
$: sortedUsers = [...userStats].sort((a, b) => {
if (userOrderBy === 'name') {
const nameA = a.name || a.user_id;
const nameB = b.name || b.user_id;
return userDirection === 'asc'
? nameA.localeCompare(nameB)
: nameB.localeCompare(nameA);
}
return userDirection === 'asc' ? a.count - b.count : b.count - a.count;
});
$: totalModelMessages = modelStats.reduce((sum, m) => sum + m.count, 0);
// Persist period selection
$: if (typeof localStorage !== 'undefined' && selectedPeriod) {
localStorage.setItem('analyticsPeriod', selectedPeriod);
}
onMount(loadDashboard);
</script>
<!-- Header with title and period selector -->
<div class="pt-0.5 pb-1 gap-1 flex flex-row justify-between items-center sticky top-0 z-10 bg-white dark:bg-gray-900">
<div class="text-lg font-medium px-0.5">
{$i18n.t('Analytics')}
</div>
<select
bind:value={selectedPeriod}
class="dark:bg-gray-900 w-fit pr-8 rounded-sm px-2 text-xs bg-transparent outline-none text-right"
>
{#each periods as period}
<option value={period.value}>{$i18n.t(period.label)}</option>
{/each}
</select>
</div>
<!-- Model Details Modal -->
<AnalyticsModelModal
bind:show={showModelModal}
model={selectedModel}
startDate={getDateRange(selectedPeriod).start}
endDate={getDateRange(selectedPeriod).end}
/>
<!-- Summary stats -->
{#if !loading}
<div class="flex gap-3 text-xs text-gray-500 dark:text-gray-400 px-0.5 pb-2">
<span><span class="font-medium text-gray-900 dark:text-gray-300">{summary.total_messages.toLocaleString()}</span> {$i18n.t('messages')}</span>
<Tooltip content={$i18n.t('Token counts are estimates and may not reflect actual API usage')}>
<span class="cursor-help"><span class="font-medium text-gray-900 dark:text-gray-300">{formatNumber(totalTokens.total)}</span> {$i18n.t('tokens')}</span>
</Tooltip>
<span><span class="font-medium text-gray-900 dark:text-gray-300">{summary.total_chats.toLocaleString()}</span> {$i18n.t('chats')}</span>
<span><span class="font-medium text-gray-900 dark:text-gray-300">{summary.total_users}</span> {$i18n.t('users')}</span>
</div>
<!-- Daily usage chart -->
{#if dailyStats.length > 1}
{@const allModels = [...new Set(dailyStats.flatMap(d => Object.keys(d.models || {})))]}
{@const topModels = allModels.slice(0, 8)}
{@const chartColors = ['#3b82f6', '#10b981', '#f59e0b', '#ef4444', '#8b5cf6', '#ec4899', '#06b6d4', '#84cc16']}
{@const periodMap = { '24h': 'hour', '7d': 'week', '30d': 'month', '90d': 'year', 'all': 'all' }}
<div class="mb-4">
<div class="text-xs font-medium text-gray-600 dark:text-gray-400 mb-2 px-0.5">
{$i18n.t(selectedPeriod === '24h' ? 'Hourly Messages' : 'Daily Messages')}
</div>
<ChartLine
data={dailyStats}
models={topModels}
colors={chartColors}
height={200}
period={periodMap[selectedPeriod] || 'week'}
/>
</div>
{/if}
{/if}
{#if loading}
<div class="my-10 flex justify-center">
<Spinner className="size-5" />
</div>
{:else}
<div class="grid md:grid-cols-2 gap-4">
<!-- Model Usage Table -->
<div>
<div class="text-xs font-medium text-gray-700 dark:text-gray-300 mb-1 px-0.5">
{$i18n.t('Model Usage')}
</div>
<div class="scrollbar-hidden relative whitespace-nowrap overflow-x-auto max-w-full">
<table class="w-full text-sm text-left text-gray-500 dark:text-gray-400 table-auto">
<thead class="text-xs text-gray-800 uppercase bg-transparent dark:text-gray-200">
<tr class="border-b-[1.5px] border-gray-50 dark:border-gray-850/30">
<th scope="col" class="px-2.5 py-2 w-8">#</th>
<th
scope="col"
class="px-2.5 py-2 cursor-pointer select-none"
on:click={() => toggleModelSort('name')}
>
<div class="flex gap-1.5 items-center">
{$i18n.t('Model')}
{#if modelOrderBy === 'name'}
<span class="font-normal">
{#if modelDirection === 'asc'}<ChevronUp className="size-2" />{:else}<ChevronDown className="size-2" />{/if}
</span>
{:else}
<span class="invisible"><ChevronUp className="size-2" /></span>
{/if}
</div>
</th>
<th
scope="col"
class="px-2.5 py-2 cursor-pointer select-none text-right"
on:click={() => toggleModelSort('count')}
>
<div class="flex gap-1.5 items-center justify-end">
{$i18n.t('Messages')}
{#if modelOrderBy === 'count'}
<span class="font-normal">
{#if modelDirection === 'asc'}<ChevronUp className="size-2" />{:else}<ChevronDown className="size-2" />{/if}
</span>
{:else}
<span class="invisible"><ChevronUp className="size-2" /></span>
{/if}
</div>
</th>
<th scope="col" class="px-2.5 py-2 text-right">{$i18n.t('Tokens')}</th>
<th scope="col" class="px-2.5 py-2 text-right w-16">%</th>
</tr>
</thead>
<tbody>
{#each sortedModels as model, idx (model.model_id)}
<tr
class="bg-white dark:bg-gray-900 dark:border-gray-850 text-xs cursor-pointer hover:bg-gray-50 dark:hover:bg-gray-800 transition-colors"
on:click={() => { selectedModel = { id: model.model_id, name: model.name }; showModelModal = true; }}
>
<td class="px-3 py-1 text-gray-400">{idx + 1}</td>
<td class="px-3 py-1 font-medium text-gray-900 dark:text-white">
<div class="flex items-center gap-2">
<img
src="{WEBUI_API_BASE_URL}/models/model/profile/image?id={model.model_id}"
alt={model.name}
class="size-5 rounded-full object-cover shrink-0"
/>
<span class="truncate max-w-[150px]">{model.name}</span>
</div>
</td>
<td class="px-3 py-1 text-right">{model.count.toLocaleString()}</td>
<td class="px-3 py-1 text-right">{formatNumber(tokenStats[model.model_id]?.total_tokens ?? 0)}</td>
<td class="px-3 py-1 text-right text-gray-400">
{totalModelMessages > 0 ? ((model.count / totalModelMessages) * 100).toFixed(1) : 0}%
</td>
</tr>
{/each}
{#if sortedModels.length === 0}
<tr><td colspan="5" class="px-3 py-2 text-center text-gray-400">{$i18n.t('No data')}</td></tr>
{/if}
</tbody>
</table>
</div>
</div>
<!-- User Activity Table -->
<div>
<div class="text-xs font-medium text-gray-700 dark:text-gray-300 mb-1 px-0.5">
{$i18n.t('User Activity')}
</div>
<div class="scrollbar-hidden relative whitespace-nowrap overflow-x-auto max-w-full">
<table class="w-full text-sm text-left text-gray-500 dark:text-gray-400 table-auto">
<thead class="text-xs text-gray-800 uppercase bg-transparent dark:text-gray-200">
<tr class="border-b-[1.5px] border-gray-50 dark:border-gray-850/30">
<th scope="col" class="px-2.5 py-2 w-8">#</th>
<th
scope="col"
class="px-2.5 py-2 cursor-pointer select-none"
on:click={() => toggleUserSort('name')}
>
<div class="flex gap-1.5 items-center">
{$i18n.t('User')}
{#if userOrderBy === 'name'}
<span class="font-normal">
{#if userDirection === 'asc'}<ChevronUp className="size-2" />{:else}<ChevronDown className="size-2" />{/if}
</span>
{:else}
<span class="invisible"><ChevronUp className="size-2" /></span>
{/if}
</div>
</th>
<th
scope="col"
class="px-2.5 py-2 cursor-pointer select-none text-right"
on:click={() => toggleUserSort('count')}
>
<div class="flex gap-1.5 items-center justify-end">
{$i18n.t('Messages')}
{#if userOrderBy === 'count'}
<span class="font-normal">
{#if userDirection === 'asc'}<ChevronUp className="size-2" />{:else}<ChevronDown className="size-2" />{/if}
</span>
{:else}
<span class="invisible"><ChevronUp className="size-2" /></span>
{/if}
</div>
</th>
<th scope="col" class="px-2.5 py-2 text-right">{$i18n.t('Tokens')}</th>
</tr>
</thead>
<tbody>
{#each sortedUsers as user, idx (user.user_id)}
<tr class="bg-white dark:bg-gray-900 dark:border-gray-850 text-xs">
<td class="px-3 py-1 text-gray-400">{idx + 1}</td>
<td class="px-3 py-1 font-medium text-gray-900 dark:text-white">
<div class="flex items-center gap-2">
<img
src="{WEBUI_API_BASE_URL}/users/{user.user_id}/profile/image"
alt={user.name || 'User'}
class="size-5 rounded-full object-cover shrink-0"
/>
<span class="truncate max-w-[150px]">{user.name || user.email || user.user_id.substring(0, 8)}</span>
</div>
</td>
<td class="px-3 py-1 text-right">{user.count.toLocaleString()}</td>
<td class="px-3 py-1 text-right">{formatNumber(user.total_tokens ?? 0)}</td>
</tr>
{/each}
{#if sortedUsers.length === 0}
<tr><td colspan="4" class="px-3 py-2 text-center text-gray-400">{$i18n.t('No data')}</td></tr>
{/if}
</tbody>
</table>
</div>
</div>
</div>
<div class="text-gray-500 text-xs mt-1.5 text-right">
ⓘ {$i18n.t('Message counts are based on assistant responses.')}
</div>
{/if}