Add funnel queries

This commit is contained in:
Brian Cao 2023-05-08 23:46:58 -07:00
parent 37b94e5b96
commit d01aa5cd52
7 changed files with 268 additions and 6 deletions

View file

@ -121,6 +121,29 @@ function getFilterQuery(filters = {}, params = {}) {
return query.join('\n');
}
function getFunnelQuery(urls: string[]): {
columnsQuery: string;
conditionQuery: string;
urlParams: { [key: string]: string };
} {
return urls.reduce(
(pv, cv, i) => {
pv.columnsQuery += `\n,url_path = {url${i}:String}${
i > 0 && urls[i - 1] ? ` AND request_url = {url${i - 1}:String}` : ''
},'`;
pv.conditionQuery += `${i > 0 ? ',' : ''} {url${i}:String}`;
pv.urlParams[`url${i}`] = cv;
return pv;
},
{
columnsQuery: '',
conditionQuery: '',
urlParams: {},
},
);
}
function parseFilters(filters: WebsiteMetricFilter = {}, params: any = {}) {
return {
filterQuery: getFilterQuery(filters, params),
@ -168,6 +191,7 @@ export default {
getDateFormat,
getBetweenDates,
getFilterQuery,
getFunnelQuery,
getEventDataFilterQuery,
parseFilters,
findUnique,

View file

@ -32,6 +32,18 @@ function toUuid(): string {
}
}
function getAddMinutesQuery(field: string, minutes: number) {
const db = getDatabaseType(process.env.DATABASE_URL);
if (db === POSTGRESQL) {
return `${field} + interval '${minutes} minute'`;
}
if (db === MYSQL) {
return `DATE_ADD(${field}, interval ${minutes} minute)`;
}
}
function getDateQuery(field: string, unit: string, timezone?: string): string {
const db = getDatabaseType(process.env.DATABASE_URL);
@ -122,6 +134,48 @@ function getFilterQuery(filters = {}, params = []): string {
return query.join('\n');
}
function getFunnelQuery(
urls: string[],
windowMinutes: number,
initParamLength = 3,
): {
levelQuery: string;
sumQuery: string;
urlFilterQuery: string;
} {
return urls.reduce(
(pv, cv, i) => {
const levelNumber = i + 1;
const start = i > 0 ? ',' : '';
pv.levelQuery += `\n
, level${levelNumber} AS (
select cl.*,
l0.created_at level_${levelNumber}_created_at,
l0.url_path as level_${levelNumber}_url
from level${i} cl
left join level0 l0
on cl.session_id = l0.session_id
and l0.created_at between cl.level_${levelNumber}_created_at
and ${getAddMinutesQuery(`cl.level_${levelNumber}_created_at`, windowMinutes)}
and l0.referrer_path = $${i + initParamLength}
and l0.url_path = $${i + initParamLength}
)`;
pv.sumQuery += `\n${start}SUM(CASE WHEN l1_url is not null THEN 1 ELSE 0 END) AS level1`;
pv.urlFilterQuery += `\n${start}$${levelNumber + initParamLength} `;
return pv;
},
{
levelQuery: '',
sumQuery: '',
urlFilterQuery: '',
},
);
}
function parseFilters(
filters: { [key: string]: any } = {},
params = [],
@ -152,9 +206,11 @@ async function rawQuery(query: string, params: never[] = []): Promise<any> {
export default {
...prisma,
getAddMinutesQuery,
getDateQuery,
getTimestampInterval,
getFilterQuery,
getFunnelQuery,
getEventDataFilterQuery,
toUuid,
parseFilters,