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