Your Ad could be here. I want to connect my readers to relavant ads. If you have a product targeted at developers, let's talk. [email protected]
kedro-static-viz is out with support for the newly released hooks feature. This means that you can have
kedro-static-viz automatically deploy a full gatsby site
before_pipeline_run keeping your visualization always up to date.
Even though it is a static site there is no functionality lost. The only thing that's missing is the flask server. With kedro-static-viz you can deploy your visualization to a number of static hosting providers such as GitHub pages free of charge with wicked fast performance
Even though it's built on gatsbyjs the full site builds in under 2s even on slower hardware. This is because the site is already pre-rendered and stripped of any excess. It's zipped up right into the python package and is typically used with the cli, but now can be used with python, or as a hook as well.
What is kedro-viz 🤔
Kedro viz is a fantastic kedro plugin that allows you to visualize your data pipeline. Kedro allows you to quickly build production-ready pipelines where you just configure a catalog, then toss python functions into a big pile. Kedro figures out the order everything needs ran in for you, allows you to run a datasets dependencies or dependents only. kedro-viz gives you a great way to see this ordering visually.
kedro visualization from the projects readme
Using the power of GitHub actions the I have built a kedro iris pipeline visualization that can be found on https://static-viz.kedro.dev/
You can be up and running in a matter of minutes if you already have python running on your machine.
Make a virtual environment with your environment manager of choice.
conda create -n kedro-practice python=3.8 -y conda activate kedro-practice
Install kedro. Then create a new project with their awesome cli template built on cookiecutter. Make sure to answer
y to get a prebuilt example pipeline with data.
pip install kedro kedro-static-viz
For local use when you already have the full project
kedro viz is a great tool to use, but this is an article about kedro-static-viz.
Since we used
kedro-static-viz you will have a new directory called
public that you can host on any static web hosting service, like GitHub pages or Netlify.
Open up your
<project>/src/run.py and add the hook to your
ProjectContext class. Next time you run your pipeline you will have an updated pipeline.
from kedro_static_viz.hooks import StaticViz class ProjectContext(KedroContext): project_name = "kedro0160" project_version = "0.16.1" package_name = "kedro0160" hooks = [ StaticViz() ]
Run your pipeline and enjoy that fresh kedro viz each and every time you run your pipeline.
Check out some of my other articles on building kedro hooks.
Check out the example 👉 https://static-viz.kedro.dev/