Showing posts with label Docker Compose. Show all posts
Showing posts with label Docker Compose. Show all posts

Thursday, March 23, 2023

Laptop vs Desktop for RonDB development

 Most developers today use laptops for all development work. For the last 15 years I have considered desktops and laptops to be very similar in performance and use cases. This is no longer the case as I will discuss in this blog.

Personally I use a mix of laptops and desktops. For me the most important thing as a developer is the screen resolution and the speed of compilation. But I have now found that desktops can be very useful for the test phase of a development project, in particular the later testing phases.

Many years ago I read that one can increase productivity by 30% by using a screen with higher resolution thus fitting more things at the same time on the screen. Personally I have so far found 27" screens to be the best size, larger size means neck pain and smaller means that productivity suffers. The screen resolution should be as high as your budget allows.

My experience is that modern laptops can be quite efficient in compilation. There is very little difference in compilation time towards desktops.

However recently I tested running our new RonDB Docker clusters on laptops and desktops. What I have seen is that the performance of these tests can differ up to 4x.

I think the reason for this large difference is that desktops can sustain high performance for a long time. Some modern desktops can handle CPUs that use more than 200W whereas most laptops will be limited to about 45W. For a compilation that only runs for about 5 minutes and have some serialisation the difference becomes very small. The most important part for compilation is how fast the CPU is on single-threaded performance and that it can scale the compilation to a decent number of CPUs.

However running a development environment for RonDB means running a cluster on a single machine where there are two data node processes, two MySQL server processes and a management process and of course any number of application processes. A laptop can handle this nicely and the performance for a single-threaded application is the same for laptop and desktop. However when scaling the test to many threads the laptop hits a wall whereas the desktop simply continues to scale.

The reason is twofold, the desktop CPUs can have more CPU cores. Most high-end laptops today have around 8-10 CPU cores. The high-end desktops today however goes to around 16-24 CPU cores. In addition the desktop can usually handle more than 4x as much power. The power difference and the core difference delivers a 4x higher throughput in heavy testing.

Thus my conclusion is that laptops are good enough for the development phase together with an external screen. However when you enter the testing phase when you need to run heavy functional tests and load tests on your software a desktop or a workstation will be very useful.

In my tests on a high-end desktop I ran a Sysbench OLTP RW benchmark using the RonDB Docker environment, I managed to run up to 15.000 TPS. This means running 300.000 SQL queries per second towards the MySQL servers and the data nodes. The laptop could handle roughly 25% of this throughput.

Obviously the desktop could be a virtual desktop in the modern development environment. But a physical machine is still a lot more fun.

RonDB is part of the Hopsworks Feature Store platform.


Thursday, August 12, 2021

RonDB and Docker Compose

After publishing the Docker container for RonDB I got a suggestion to simplify it further by using Docker Compose. After a quick learning using Google I came up with a Docker Compose configuration file that will start the entire RonDB cluster and stop it using a single command.

First of all I had to consider networking. I decided that using an external network was the best solution. This makes it easy to launch an application that uses RonDB as a back-end database. Thus I presume that an external network has been created with the following command before using Docker Compose to start RonDB:

docker network create mynet --subnet=192.168.0.0/16

The docker-compose.yml is available on GitHub at

https://github.com/logicalclocks/rondb-docker

In the file rondb/21.04/docker-compose.yml for RonDB 21.04 and in rondb/21.10/docker-compose.yml for RonDB 21.10. Link to docker-compose.yml

To start a RonDB cluster now run this command from a directory where you have placed docker-compose.yml.

docker-compose up -d

After about 1 minute the cluster should be up and running and you can access it using:

docker exec -it compose_test_my1_1 mysql -uroot -p

password: password

The MySQL Server is available at port 3306 on IP 192.168.0.10 using the mynet subnet

When you want to stop the RonDB cluster use the command:

docker-compose stop

Docker Compose creates normal Docker containers that can be viewed using docker ps and docker logs commands as usual.