convert analytics queries

This commit is contained in:
Brian Cao 2022-07-20 21:31:26 -07:00
parent 4f12933f42
commit 6ea2282f82
12 changed files with 470 additions and 52 deletions

View file

@ -7,8 +7,10 @@ import {
POSTGRESQL,
POSTGRESQL_DATE_FORMATS,
CLICKHOUSE,
RELATIONAL,
} from 'lib/constants';
import moment from 'moment-timezone';
import { CLICKHOUSE_DATE_FORMATS } from './constants';
BigInt.prototype.toJSON = function () {
return Number(this);
@ -48,19 +50,48 @@ function initializePrisma(options) {
}
function initializeClickhouse() {
if (process.env.ANALYTICS_URL) {
if (!process.env.ANALYTICS_URL) {
return null;
}
const url = new URL(process.env.ANALYTICS_URL);
const database = url.pathname.replace('/', '');
return new ClickHouse({
url: process.env.ANALYTICS_URL,
url: url.hostname,
port: Number(url.port),
basicAuth: url.password
? {
username: url.username || 'default',
password: url.password,
}
: null,
format: 'json',
config: {
database,
},
});
// return new ClickHouse({
// url: 'http://164.92.95.2',
// port: 8123,
// basicAuth: {
// username: 'default',
// password: 'shhhthisissupersecret!',
// },
// format: 'json',
// config: {
// database: 'umami_dev',
// },
// });
}
const prisma = initializePrisma(options);
const clickhouse = initializeClickhouse();
console.log('clickhouse1: ', clickhouse);
export { prisma, clickhouse };
export function getDatabase() {
@ -103,6 +134,10 @@ export function getDateStringQuery(data, unit) {
}
}
export function getDateStringQueryClickhouse(data, unit) {
return `formatDateTime(${data}, '${CLICKHOUSE_DATE_FORMATS[unit]}')`;
}
export function getDateQuery(field, unit, timezone) {
const db = getDatabase();
@ -124,15 +159,31 @@ export function getDateQuery(field, unit, timezone) {
}
}
export function getTimestampInterval(field) {
export function getDateQueryClickhouse(field, unit, timezone) {
if (timezone) {
return `date_trunc('${unit}', ${field},'${timezone}')`;
}
return `date_trunc('${unit}', ${field})`;
}
export function getDateFormatClickhouse(date) {
return `parseDateTimeBestEffort('${date.toUTCString()}')`;
}
export function getBetweenDatesClickhouse(field, start_at, end_at) {
return `${field} between ${getDateFormatClickhouse(start_at)}
and ${getDateFormatClickhouse(end_at)}`;
}
export function getTimestampInterval(maxColumn, minColumn) {
const db = getDatabase();
if (db === POSTGRESQL) {
return `floor(extract(epoch from max(${field}) - min(${field})))`;
return `floor(extract(epoch from max(${maxColumn}) - min(${minColumn})))`;
}
if (db === MYSQL) {
return `floor(unix_timestamp(max(${field})) - unix_timestamp(min(${field})))`;
return `floor(unix_timestamp(max(${maxColumn})) - unix_timestamp(min(${minColumn})))`;
}
}
@ -149,6 +200,7 @@ export function getFilterQuery(table, filters = {}, params = []) {
if (table === 'pageview' || table === 'event') {
arr.push(`and ${table}.${key}=$${params.length + 1}`);
params.push(decodeURIComponent(value));
console.log(params);
}
break;
@ -213,6 +265,22 @@ export function parseFilters(table, filters = {}, params = []) {
};
}
export function replaceQueryClickhouse(string, params = []) {
let formattedString = string;
params.forEach((a, i) => {
let replace = a;
if (typeof a === 'string' || a instanceof String) {
replace = `'${replace}'`;
}
formattedString = formattedString.replace(`$${i + 1}`, replace);
});
return formattedString;
}
export async function runQuery(query) {
return query.catch(e => {
throw e;
@ -231,14 +299,24 @@ export async function rawQuery(query, params = []) {
return runQuery(prisma.$queryRawUnsafe.apply(prisma, [sql, ...params]));
}
export function runAnalyticsQuery(relational, clickhouse) {
export async function rawQueryClickhouse(query, params = [], debug = false) {
let formattedQuery = replaceQueryClickhouse(query, params);
if (debug || process.env.LOG_QUERY) {
console.log(formattedQuery);
}
return clickhouse.query(formattedQuery).toPromise();
}
export async function runAnalyticsQuery(queries) {
const db = getAnalyticsDatabase();
if (db === POSTGRESQL || db === MYSQL) {
return relational();
return queries[`${RELATIONAL}`]();
}
if (db === CLICKHOUSE) {
return runQuery(clickhouse());
return queries[`${CLICKHOUSE}`]();
}
}