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HammerDB TPROC-C and CH benchmarking tool for Citus and PostgreSQL

This repository contains two main sections:

  1. Scripts and files to run HammerDB and the CH-benCHmark on Citus and regular PostgreSQL. These are located in the root directory and the README that you're reading now explains how to use them.
  2. Scripts and files to run those same benchmarks on Azure in a completely automated fashion. With these scrips you can start multiple Citus benchmarks on Azure with just a single command. These scripts and the README that explains how to use them can be found in the azure directory

Preparation

To run the benchmarks, you need to have psql installed.

If you are using CentOS 8 on the driver node, you can use the following steps:

sudo yum install -y https://download.postgresql.org/pub/repos/yum/reporpms/EL-8-x86_64/pgdg-redhat-repo-latest.noarch.rpm epel-release
sudo yum update -y nss curl libcurl
sudo yum install -y screen postgresql13
sudo yum groupinstall -y "Development tools"
git clone https://github.com/citusdata/citus-benchmark.git
cd citus-benchmark

If you are using Ubuntu / Debian on the driver node:

sudo apt -y install vim bash-completion wget
wget --quiet -O - https://www.postgresql.org/media/keys/ACCC4CF8.asc | sudo apt-key add -
echo "deb http://apt.postgresql.org/pub/repos/apt/ `lsb_release -cs`-pgdg main" |sudo tee  /etc/apt/sources.list.d/pgdg.list
sudo apt update -y
sudo apt install -y postgresql-client-13
git clone https://github.com/citusdata/citus-benchmark.git
cd citus-benchmark

Running HammerDB TPROC-C with CH-benCHmark support

build-and-run.sh is the driver script and can be run using:

./build-and-run.sh [--hammerdb-version[=]<version>] [--ch|--ch-queries-only] [--no-citus] [--name[=]name] [--shard-count[=]<shard_count>]

For details on the flags run:

./build-and-run.sh --help

The script relies on libpq environment variables for connecting to the database.

Example usage that runs only HammerDB TPROC-C without CH-benCHmark queries:

export PGHOST=203.0.113.4
export PGUSER=citus
export PGDATABASE=citus
export PGPASSWORD=
./build-and-run.sh

Running CH-bencCHmark queries

When running build-and-run.sh with the default flags, only HammerDB TPROC-C will be ran. If you want to run the CH-benCHmark analytical queries you can specify the --ch flag to run the benchmark with both TPROC-C and CH-benCHmark queries at the same time. Or if you only want to run the CH analytical queries without TPROC-C you can specify the --ch-queries-only flag.

Changing HammerDB configurations

build.tcl is used to build hammerdb tables and run.tcl is used to run the test. You can change hammerdb configurations from those files.

pg_count_ware/pg_num_vu should be at least 4. https://www.hammerdb.com/blog/uncategorized/how-many-warehouses-for-the-hammerdb-tpc-c-test/

Running against standard Postgres (without Citus)

You can also use this repo to run these benchmarks against standard Postgres if you want. If you pass the --no-citus flag to build-and-run.sh it will not distribute any of the tables.

Checklist for running the benchmark

  • Make sure that worker node count is a divisor of the value of --shard-count, otherwise some nodes will have more shards and the load will not be distributed evenly.
  • Make sure that max_connections is high enough based on vuset vu in run.tcl. max_connections should be at least 150 more than the value given to vuset vu.

Implementation details

ch_benchmark.py is a utility script to send the extra 22 queries(analytical queries). By default one thread is used for sending the analytical queries. The start index for each thread is randomly chosen with a fixed seed so that it will be same across different platforms.