codesome / htap-simulator

HTAP Simulator

Project link: https://github.com/codesome/htap-simulator/

1. Install PostgreSQL and Clickhouse

   • PostgreSQL installation instructions: https://www.postgresql.org/download/
   • Clickhouse installation instructions: https://clickhouse.com/docs/en/install

2. Start PostgreSQL and Clickhouse servers on their default port. (PostgreSQL is queryable from port 5432 and Clickhouse is querable from port 9000)

3. Create a database named htap in both of them. For clickhouse, the database should be created under the default user.

4. Create the following tables

   In Postgres

   CREATE TABLE htap_table
   (
       id serial primary key,
       user_name VARCHAR(20),
       user_age INT,
       user_email VARCHAR(50),
       user_city VARCHAR(20),
       user_country VARCHAR(20),
       registration_date VARCHAR(20),
       is_active BOOLEAN,
       user_interest VARCHAR(20),
       visit_count INT,
       user_category VARCHAR(20)
   )
   

   In Clickhouse

   CREATE TABLE htap_table
   (
       user_name String,
       user_age UInt8
   )
   engine=MergeTree
   ORDER BY user_age
   

5. Install the go compiler if you do not already have it (https://go.dev/doc/install).

6. Start the htap-simulator

   $ go run htap-brain/*
   # Optional. If you get any error for above saying packages are not vendored,
   # run the below command to fetch the dependencies and start htap-brain again.
   $ $ go mod vendor

7. Start the read and write load in separate terminals

   For now, the read-load only produces OLAP queries. load-generator/read.py has instructions to change it to produce OLTP queries as well (a single line edit, search for TODO in that file).

   $ python3 load-generator/read.py

   $ python3 load-generator/write.py