import clickhouse from '@/lib/clickhouse'; import { EVENT_TYPE } from '@/lib/constants'; import { CLICKHOUSE, PRISMA, runQuery } from '@/lib/db'; import prisma from '@/lib/prisma'; import { QueryFilters } from '@/lib/types'; export interface AttributionParameters { startDate: Date; endDate: Date; model: string; type: string; step: string; currency?: string; } export interface AttributionResult { referrer: { name: string; value: number }[]; paidAds: { name: string; value: number }[]; utm_source: { name: string; value: number }[]; utm_medium: { name: string; value: number }[]; utm_campaign: { name: string; value: number }[]; utm_content: { name: string; value: number }[]; utm_term: { name: string; value: number }[]; total: { pageviews: number; visitors: number; visits: number }; } export async function getAttribution( ...args: [websiteId: string, parameters: AttributionParameters, filters: QueryFilters] ) { return runQuery({ [PRISMA]: () => relationalQuery(...args), [CLICKHOUSE]: () => clickhouseQuery(...args), }); } async function relationalQuery( websiteId: string, parameters: AttributionParameters, filters: QueryFilters, ): Promise { const { model, type, currency } = parameters; const { rawQuery, parseFilters } = prisma; const eventType = type === 'page' ? EVENT_TYPE.pageView : EVENT_TYPE.customEvent; const column = type === 'page' ? 'url_path' : 'event_name'; const { filterQuery, queryParams } = parseFilters({ ...filters, ...parameters, eventType, }); function getUTMQuery(utmColumn: string) { return ` select coalesce(we.${utmColumn}, '') name, ${currency ? 'sum(e.value)' : 'count(distinct we.session_id)'} value from model m join website_event we on we.created_at = m.created_at and we.session_id = m.session_id ${currency ? 'join events e on e.session_id = m.session_id' : ''} where we.website_id = {{websiteId::uuid}} and we.created_at between {{startDate}} and {{endDate}} ${currency ? '' : `and we.${utmColumn} != ''`} group by 1 order by 2 desc limit 20`; } const eventQuery = `WITH events AS ( select distinct session_id, max(created_at) max_dt from website_event where website_id = {{websiteId::uuid}} and created_at between {{startDate}} and {{endDate}} and ${column} = {{step}} and event_type = {{eventType}} ${filterQuery} group by 1),`; const revenueEventQuery = `WITH events AS ( select session_id, max(created_at) max_dt, sum(revenue) value from revenue where website_id = {{websiteId::uuid}} and created_at between {{startDate}} and {{endDate}} and ${column} = {{step}} and currency = {{currency}} ${filterQuery} group by 1),`; function getModelQuery(model: string) { return model === 'first-click' ? `\n model AS (select e.session_id, min(we.created_at) created_at from events e join website_event we on we.session_id = e.session_id where we.website_id = {{websiteId::uuid}} and we.created_at between {{startDate}} and {{endDate}} group by e.session_id)` : `\n model AS (select e.session_id, max(we.created_at) created_at from events e join website_event we on we.session_id = e.session_id where we.website_id = {{websiteId::uuid}} and we.created_at between {{startDate}} and {{endDate}} and we.created_at < e.max_dt group by e.session_id)`; } const referrerRes = await rawQuery( ` ${currency ? revenueEventQuery : eventQuery} ${getModelQuery(model)} select coalesce(we.referrer_domain, '') name, ${currency ? 'sum(e.value)' : 'count(distinct we.session_id)'} value from model m join website_event we on we.created_at = m.created_at and we.session_id = m.session_id join session s on s.session_id = m.session_id ${currency ? 'join events e on e.session_id = m.session_id' : ''} where we.website_id = {{websiteId::uuid}} and we.created_at between {{startDate}} and {{endDate}} ${ currency ? '' : `and we.referrer_domain != hostname and we.referrer_domain != ''` } group by 1 order by 2 desc limit 20 `, queryParams, ); const paidAdsres = await rawQuery( ` ${currency ? revenueEventQuery : eventQuery} ${getModelQuery(model)}, results AS ( select case when coalesce(gclid, '') != '' then 'Google Ads' when coalesce(fbclid, '') != '' then 'Facebook / Meta' when coalesce(msclkid, '') != '' then 'Microsoft Ads' when coalesce(ttclid, '') != '' then 'TikTok Ads' when coalesce(li_fat_id, '') != '' then 'LinkedIn Ads' when coalesce(twclid, '') != '' then 'Twitter Ads (X)' else '' end name, ${currency ? 'sum(e.value)' : 'count(distinct we.session_id)'} value from model m join website_event we on we.created_at = m.created_at and we.session_id = m.session_id ${currency ? 'join events e on e.session_id = m.session_id' : ''} where we.website_id = {{websiteId::uuid}} and we.created_at between {{startDate}} and {{endDate}} group by 1 order by 2 desc limit 20) SELECT * FROM results ${currency ? '' : `WHERE name != ''`} `, queryParams, ); const sourceRes = await rawQuery( ` ${currency ? revenueEventQuery : eventQuery} ${getModelQuery(model)} ${getUTMQuery('utm_source')} `, queryParams, ); const mediumRes = await rawQuery( ` ${currency ? revenueEventQuery : eventQuery} ${getModelQuery(model)} ${getUTMQuery('utm_medium')} `, queryParams, ); const campaignRes = await rawQuery( ` ${currency ? revenueEventQuery : eventQuery} ${getModelQuery(model)} ${getUTMQuery('utm_campaign')} `, queryParams, ); const contentRes = await rawQuery( ` ${currency ? revenueEventQuery : eventQuery} ${getModelQuery(model)} ${getUTMQuery('utm_content')} `, queryParams, ); const termRes = await rawQuery( ` ${currency ? revenueEventQuery : eventQuery} ${getModelQuery(model)} ${getUTMQuery('utm_term')} `, queryParams, ); const totalRes = await rawQuery( ` select count(*) as "pageviews", count(distinct session_id) as "visitors", count(distinct visit_id) as "visits" from website_event where website_id = {{websiteId::uuid}} and created_at between {{startDate}} and {{endDate}} and ${column} = {{step}} and event_type = {{eventType}} ${filterQuery} `, queryParams, ).then(result => result?.[0]); return { referrer: referrerRes, paidAds: paidAdsres, utm_source: sourceRes, utm_medium: mediumRes, utm_campaign: campaignRes, utm_content: contentRes, utm_term: termRes, total: totalRes, }; } async function clickhouseQuery( websiteId: string, parameters: AttributionParameters, filters: QueryFilters, ): Promise { const { model, type, currency } = parameters; const { rawQuery, parseFilters } = clickhouse; const eventType = type === 'page' ? EVENT_TYPE.pageView : EVENT_TYPE.customEvent; const column = type === 'page' ? 'url_path' : 'event_name'; const { filterQuery, queryParams } = parseFilters({ ...filters, ...parameters, websiteId, eventType, }); function getUTMQuery(utmColumn: string) { return ` select we.${utmColumn} name, ${currency ? 'sum(e.value)' : 'uniqExact(we.session_id)'} value from model m join website_event we on we.created_at = m.created_at and we.session_id = m.session_id ${currency ? 'join events e on e.session_id = m.session_id' : ''} where we.website_id = {websiteId:UUID} and we.created_at between {startDate:DateTime64} and {endDate:DateTime64} ${currency ? '' : `and we.${utmColumn} != ''`} group by 1 order by 2 desc limit 20 `; } function getModelQuery(model: string) { if (model === 'first-click') { return ` model AS (select e.session_id, min(we.created_at) created_at from events e join website_event we on we.session_id = e.session_id where we.website_id = {websiteId:UUID} and we.created_at between {startDate:DateTime64} and {endDate:DateTime64} ${filterQuery} group by e.session_id) `; } return ` model AS (select e.session_id, max(we.created_at) created_at from events e join website_event we on we.session_id = e.session_id where we.website_id = {websiteId:UUID} and we.created_at between {startDate:DateTime64} and {endDate:DateTime64} and we.created_at < e.max_dt ${filterQuery} group by e.session_id) `; } const eventQuery = `WITH events AS ( select distinct session_id, max(created_at) max_dt from website_event where website_id = {websiteId:UUID} and created_at between {startDate:DateTime64} and {endDate:DateTime64} and ${column} = {step:String} and event_type = {eventType:UInt32} group by 1),`; const revenueEventQuery = `WITH events AS ( select session_id, max(created_at) max_dt, sum(revenue) as value from website_revenue where website_id = {websiteId:UUID} and created_at between {startDate:DateTime64} and {endDate:DateTime64} and ${column} = {step:String} and currency = {currency:String} group by 1),`; const referrerRes = await rawQuery< { name: string; value: number; }[] >( ` ${currency ? revenueEventQuery : eventQuery} ${getModelQuery(model)} select we.referrer_domain name, ${currency ? 'sum(e.value)' : 'uniqExact(we.session_id)'} value from model m join website_event we on we.created_at = m.created_at and we.session_id = m.session_id ${currency ? 'join events e on e.session_id = m.session_id' : ''} where we.website_id = {websiteId:UUID} and we.created_at between {startDate:DateTime64} and {endDate:DateTime64} ${ currency ? '' : `and we.referrer_domain != hostname and we.referrer_domain != ''` } group by 1 order by 2 desc limit 20 `, queryParams, ); const paidAdsres = await rawQuery< { name: string; value: number; }[] >( ` ${currency ? revenueEventQuery : eventQuery} ${getModelQuery(model)} select multiIf(gclid != '', 'Google Ads', fbclid != '', 'Facebook / Meta', msclkid != '', 'Microsoft Ads', ttclid != '', 'TikTok Ads', li_fat_id != '', 'LinkedIn Ads', twclid != '', 'Twitter Ads (X)','') name, ${currency ? 'sum(e.value)' : 'uniqExact(we.session_id)'} value from model m join website_event we on we.created_at = m.created_at and we.session_id = m.session_id ${currency ? 'join events e on e.session_id = m.session_id' : ''} where we.website_id = {websiteId:UUID} and we.created_at between {startDate:DateTime64} and {endDate:DateTime64} ${currency ? '' : `and name != ''`} group by 1 order by 2 desc limit 20 `, queryParams, ); const sourceRes = await rawQuery< { name: string; value: number; }[] >( ` ${currency ? revenueEventQuery : eventQuery} ${getModelQuery(model)} ${getUTMQuery('utm_source')} `, queryParams, ); const mediumRes = await rawQuery< { name: string; value: number; }[] >( ` ${currency ? revenueEventQuery : eventQuery} ${getModelQuery(model)} ${getUTMQuery('utm_medium')} `, queryParams, ); const campaignRes = await rawQuery< { name: string; value: number; }[] >( ` ${currency ? revenueEventQuery : eventQuery} ${getModelQuery(model)} ${getUTMQuery('utm_campaign')} `, queryParams, ); const contentRes = await rawQuery< { name: string; value: number; }[] >( ` ${currency ? revenueEventQuery : eventQuery} ${getModelQuery(model)} ${getUTMQuery('utm_content')} `, queryParams, ); const termRes = await rawQuery< { name: string; value: number; }[] >( ` ${currency ? revenueEventQuery : eventQuery} ${getModelQuery(model)} ${getUTMQuery('utm_term')} `, queryParams, ); const totalRes = await rawQuery<{ pageviews: number; visitors: number; visits: number }>( ` select count(*) as "pageviews", uniqExact(session_id) as "visitors", uniqExact(visit_id) as "visits" from website_event where website_id = {websiteId:UUID} and created_at between {startDate:DateTime64} and {endDate:DateTime64} and ${column} = {step:String} and event_type = {eventType:UInt32} ${filterQuery} `, queryParams, ).then(result => result?.[0]); return { referrer: referrerRes, paidAds: paidAdsres, utm_source: sourceRes, utm_medium: mediumRes, utm_campaign: campaignRes, utm_content: contentRes, utm_term: termRes, total: totalRes, }; }