support event filters for funnels

This commit is contained in:
Carl-Gerhard Lindesvärd
2024-03-09 08:10:45 +01:00
parent 22a37b698d
commit 79d2368cfc
4 changed files with 51 additions and 39 deletions

View File

@@ -7,7 +7,12 @@ import { average, max, min, round, sum } from '@/utils/math';
import { flatten, map, pipe, prop, repeat, reverse, sort, uniq } from 'ramda';
import { z } from 'zod';
import { chQuery, createSqlBuilder, formatClickhouseDate } from '@mixan/db';
import {
chQuery,
createSqlBuilder,
formatClickhouseDate,
getEventFiltersWhereClause,
} from '@mixan/db';
import { zChartInput } from '@mixan/validation';
import type { IChartEvent, IChartInput } from '@mixan/validation';
@@ -20,27 +25,29 @@ import {
async function getFunnelData({ projectId, ...payload }: IChartInput) {
const { startDate, endDate } = getChartStartEndDate(payload);
if (payload.events.length === 0) {
return {
totalSessions: 0,
steps: [],
};
}
const sql = `SELECT
level,
count() AS count
FROM
(
SELECT
session_id,
windowFunnel(6048000000000000,'strict_increase')(toUnixTimestamp(created_at), ${payload.events.map((event) => `name = '${event.name}'`).join(', ')}) AS level
FROM events
WHERE (project_id = '${projectId}' AND created_at >= '${formatClickhouseDate(startDate)}') AND (created_at <= '${formatClickhouseDate(endDate)}')
GROUP BY session_id
)
GROUP BY level
ORDER BY level DESC;
`;
const funnels = payload.events.map((event) => {
const { sb, getWhere } = createSqlBuilder();
sb.where = getEventFiltersWhereClause(event.filters);
sb.where.name = `name = '${event.name}'`;
return getWhere().replace('WHERE ', '');
});
const innerSql = `SELECT
session_id,
windowFunnel(6048000000000000,'strict_increase')(toUnixTimestamp(created_at), ${funnels.join(', ')}) AS level
FROM events
WHERE (project_id = '${projectId}' AND created_at >= '${formatClickhouseDate(startDate)}') AND (created_at <= '${formatClickhouseDate(endDate)}')
GROUP BY session_id;`;
const sql = `SELECT level, count() AS count FROM (${innerSql}) GROUP BY level ORDER BY level DESC;`;
const [funnelRes, sessionRes] = await Promise.all([
chQuery<{ level: number; count: number }>(sql),
@@ -98,10 +105,6 @@ async function getFunnelData({ projectId, ...payload }: IChartInput) {
before: prev.count,
current: item.count,
dropoff: {
bajs: {
prev,
item,
},
count: prev.count - item.count,
percent: 100 - (item.count / prev.count) * 100,
},