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|
import clickhouse from '@/lib/clickhouse';
import { EVENT_TYPE } from '@/lib/constants';
import { CLICKHOUSE, PRISMA, runQuery } from '@/lib/db';
import prisma from '@/lib/prisma';
import type { 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<AttributionResult> {
const { model, type, currency } = parameters;
const { rawQuery, parseFilters } = prisma;
const eventType = type === 'path' ? EVENT_TYPE.pageView : EVENT_TYPE.customEvent;
const column = type === 'path' ? 'url_path' : 'event_name';
const { filterQuery, joinSessionQuery, cohortQuery, queryParams } = parseFilters({
...filters,
...parameters,
websiteId,
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
website_event.session_id,
max(website_event.created_at) max_dt
from website_event
${cohortQuery}
${joinSessionQuery}
where website_event.website_id = {{websiteId::uuid}}
and website_event.created_at between {{startDate}} and {{endDate}}
and website_event.${column} = {{step}}
${filterQuery}
group by 1),`;
const revenueEventQuery = `WITH events AS (
select
revenue.session_id,
max(revenue.created_at) max_dt,
sum(revenue.revenue) value
from revenue
join website_event
on website_event.website_id = revenue.website_id
and website_event.session_id = revenue.session_id
and website_event.event_id = revenue.event_id
and website_event.website_id = {{websiteId::uuid}}
and website_event.created_at between {{startDate}} and {{endDate}}
${cohortQuery}
${joinSessionQuery}
where revenue.website_id = {{websiteId::uuid}}
and revenue.created_at between {{startDate}} and {{endDate}}
and revenue.${column} = {{step}}
and revenue.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 website_event.session_id) as "visitors",
count(distinct website_event.visit_id) as "visits"
from website_event
${joinSessionQuery}
${cohortQuery}
where website_event.website_id = {{websiteId::uuid}}
and website_event.created_at between {{startDate}} and {{endDate}}
and website_event.${column} = {{step}}
${filterQuery}
`,
queryParams,
).then(result => result?.[0]);
return {
referrer: referrerRes,
paidAds: paidAdsres,
utm_source: sourceRes,
utm_medium: mediumRes,
utm_campaign: campaignRes,
utm_content: contentRes,
utm_term: termRes,
total: totalRes,
};
}
async function clickhouseQuery(
websiteId: string,
parameters: AttributionParameters,
filters: QueryFilters,
): Promise<AttributionResult> {
const { model, type, currency } = parameters;
const { rawQuery, parseFilters } = clickhouse;
const eventType = type === 'path' ? EVENT_TYPE.pageView : EVENT_TYPE.customEvent;
const column = type === 'path' ? 'url_path' : 'event_name';
const { filterQuery, cohortQuery, queryParams } = parseFilters({
...filters,
...parameters,
websiteId,
eventType,
});
function getUTMQuery(utmColumn: string) {
return `
select
we.${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}
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
group by e.session_id)
`;
}
const eventQuery = `WITH events AS (
select distinct
session_id,
max(created_at) max_dt
from website_event
${cohortQuery}
where website_id = {websiteId:UUID}
and created_at between {startDate:DateTime64} and {endDate:DateTime64}
and ${column} = {step:String}
${filterQuery}
group by 1),`;
const revenueEventQuery = `WITH events AS (
select
website_revenue.session_id,
max(website_revenue.created_at) max_dt,
sum(website_revenue.revenue) as value
from website_revenue
join website_event
on website_event.website_id = website_revenue.website_id
and website_event.session_id = website_revenue.session_id
and website_event.event_id = website_revenue.event_id
and website_event.website_id = {websiteId:UUID}
and website_event.created_at between {startDate:DateTime64} and {endDate:DateTime64}
${cohortQuery}
where website_revenue.website_id = {websiteId:UUID}
and website_revenue.created_at between {startDate:DateTime64} and {endDate:DateTime64}
and website_revenue.${column} = {step:String}
and website_revenue.currency = {currency:String}
${filterQuery}
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
${cohortQuery}
where website_id = {websiteId:UUID}
and created_at between {startDate:DateTime64} and {endDate:DateTime64}
and ${column} = {step:String}
${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,
};
}
|