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Added channel metrics.
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commit
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2 changed files with 147 additions and 28 deletions
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@ -1,4 +1,5 @@
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import { z } from 'zod';
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import thenby from 'thenby';
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import { canViewWebsite } from '@/lib/auth';
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import { SESSION_COLUMNS, EVENT_COLUMNS, FILTER_COLUMNS, OPERATORS } from '@/lib/constants';
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import { getRequestFilters, getRequestDateRange, parseRequest } from '@/lib/request';
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@ -81,8 +82,133 @@ export async function GET(
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if (type === 'channel') {
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const data = await getChannelMetrics(websiteId, filters);
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return json(data);
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const channels = getChannels(data);
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return json(
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Object.keys(channels)
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.map(key => ({ x: key, y: channels[key] }))
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.sort(thenby.firstBy('y', -1)),
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);
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}
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return badRequest();
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}
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const SOCIAL_DOMAINS = [
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'facebook.com',
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'fb.com',
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'instagram.com',
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'ig.com',
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'twitter.com',
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't.co',
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'x.com',
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'linkedin.',
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'tiktok.',
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'reddit.',
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'threads.net',
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'bsky.app',
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'news.ycombinator.com',
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];
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const SEARCH_DOMAINS = [
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'google.',
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'bing.com',
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'msn.com',
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'duckduckgo.com',
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'search.brave.com',
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'yandex.',
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'baidu.com',
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'ecosia.org',
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'chatgpt.com',
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'perplexity.ai',
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];
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const SHOPPING_DOMAINS = [
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'amazon.',
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'ebay.com',
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'walmart.com',
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'alibab.com',
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'aliexpress.com',
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'etsy.com',
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'bestbuy.com',
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'target.com',
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'newegg.com',
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];
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const EMAIL_DOMAINS = ['gmail.', 'mail.yahoo.', 'outlook.', 'hotmail.', 'protonmail.', 'proton.me'];
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const VIDEO_DOMAINS = ['youtube.', 'twitch.'];
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const PAID_AD_PARAMS = [
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'utm_source=google',
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'gclid=',
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'fbclid=',
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'msclkid=',
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'dclid=',
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'twclid=',
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'li_fat_id=',
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'epik=',
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'ttclid=',
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'scid=',
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];
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function getChannels(data: { domain: string; query: string; visitors: number }[]) {
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const channels = {
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direct: 0,
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referral: 0,
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affiliate: 0,
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sms: 0,
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organic_search: 0,
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organic_social: 0,
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organic_email: 0,
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organic_shopping: 0,
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organic_video: 0,
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paid_ads: 0,
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paid_search: 0,
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paid_social: 0,
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paid_shopping: 0,
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paid_video: 0,
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};
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const match = (value: string) => {
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return (str: string | RegExp) => {
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return typeof str === 'string' ? value.includes(str) : (str as RegExp).test(value);
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};
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};
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for (const { domain, query, visitors } of data) {
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if (!domain && !query) {
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channels.direct += visitors;
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}
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const prefix = /utm_medium=(.*cp.*|ppc|retargeting|paid.*)/.test(query) ? 'paid' : 'organic';
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if (SEARCH_DOMAINS.some(match(domain)) || /utm_medium=organic/.test(query)) {
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channels[`${prefix}_search`] += visitors;
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} else if (
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SOCIAL_DOMAINS.some(match(domain)) ||
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/utm_medium=(social|social-network|social-media|sm|social network|social media)/.test(query)
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) {
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channels[`${prefix}_social`] += visitors;
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} else if (EMAIL_DOMAINS.some(match(domain)) || /utm_medium=(.*e[-_ ]?mail.*)/.test(query)) {
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channels.organic_email += visitors;
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} else if (
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SHOPPING_DOMAINS.some(match(domain)) ||
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/utm_campaign=(.*(([^a-df-z]|^)shop|shopping).*)/.test(query)
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) {
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channels[`${prefix}_shopping`] += visitors;
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} else if (VIDEO_DOMAINS.some(match(domain)) || /utm_medium=(.*video.*)/.test(query)) {
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channels[`${prefix}_video`] += visitors;
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} else if (PAID_AD_PARAMS.some(match(query))) {
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channels.paid_ads += visitors;
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} else if (/utm_medium=(referral|app|link)/.test(query)) {
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channels.referral += visitors;
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} else if (/utm_medium=affiliate/.test(query)) {
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channels.affiliate += visitors;
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} else if (/utm_(source|medium)=sms/.test(query)) {
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channels.sms += visitors;
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}
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}
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return channels;
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}
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@ -17,23 +17,15 @@ async function relationalQuery(websiteId: string, filters: QueryFilters) {
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return rawQuery(
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`
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select
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website_event.session_id as "sessionId",
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website_event.event_name as "eventName",
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website_event.created_at as "createdAt",
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session.browser,
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session.os,
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session.device,
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session.country,
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website_event.url_path as "urlPath",
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website_event.referrer_domain as "referrerDomain"
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referrer_domain as domain,
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referrer_query as query,
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count(*) as visitors
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from website_event
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inner join session
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on session.session_id = website_event.session_id
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where website_event.website_id = {{websiteId::uuid}}
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${filterQuery}
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${dateQuery}
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order by website_event.created_at desc
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limit 100
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where website_id = {websiteId:UUID}
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${filterQuery}
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${dateQuery}
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group by 1, 2
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order by visitors desc
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`,
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params,
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);
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@ -47,20 +39,21 @@ async function clickhouseQuery(
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const { params, filterQuery, dateQuery } = await parseFilters(websiteId, filters);
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const sql = `
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select
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referrer_domain as x,
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count(*) as y
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from website_event
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where website_id = {websiteId:UUID}
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${filterQuery}
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${dateQuery}
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group by 1
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order by y desc
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`;
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select
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referrer_domain as domain,
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referrer_query as query,
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uniq(session_id) as visitors
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from website_event
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where website_id = {websiteId:UUID}
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${filterQuery}
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${dateQuery}
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group by 1, 2
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order by visitors desc
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`;
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return rawQuery(sql, params).then(a => {
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return Object.values(a).map(a => {
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return { x: a.x, y: Number(a.y) };
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return { ...a, visitors: Number(a.visitors) };
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});
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});
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}
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