shivpalSW / kedro-framework1

Simple demo with Kedro framework

1. Create a environment

conda create -n kedro_env python=3.8 -y

2. Activate a environment

conda activate kedro_env 

3. Install Kedro

pip install kedro

4. Install libraries

pip install scikit-learn pandas numpy

5. To ckeck Kedro installation

kedro info

6. To create a kedro project

kedro new

It will ask fro a project name:kedro_simple-iris

7. To create a kedro project

kedro new

8. To create a specific directory in a pipeline folder we can use command like:

	$ cd kedro-simple-iris/
	$ kedro pipeline create data_engineering

9. To run kedro project

	$ kedro run

10. To install kedro data pipeline visualization library

	$ pip install kedro-viz

11. To visuzalize a kedro data pipeline

	$ kedro viz

12. To install docker on kedro and to initialize dockerfile

	$ pip install kedro_docker
	$ kedro docker init 

13. To to build docker image on kedro

	$ kedro docker build