deploying python recipe

[Tokka]

Hello,

I am trying to build a content-based recommendation model that is applied in a python recipe and I want to deploy it, how can I do that from the python recipe??

Also, I thought of converting it to a plugin but will that be helpful in my case?

Thanks in advance.

[AlexT]

Hi @Tokka ,
By deploying, do you mean you want to be able to access this via API?
In that case, you could create a Python API endpoint :

https://doc.dataiku.com/dss/latest/apinode/introduction.html#exposing-arbitrary-python-and-r-functio...
If you simply want for other DSS users to reuse this model/code you could leverage Code libraries or a plugin as you mentioned

[Tokka]

Hello @AlexT ,

by deploying I mean to be able to deploy it on an Automation node. will creating a python API endpoint of the recipe allow me to deploy it there??

[AlexT · Accepted solution]

Hi @Tokka ,
The API endpoint would make your Python code callable from the REST API endpoint. 

So if I understand correctly, you want to be able to deploy the project bundle to the automation node via Python code. This would not be achieved via recipe typically,  but instead using Python or various scenario steps already available like "Create bundle":

This is possible if you want to go a custom code route. You can find code snippets here:
From this tutorial: https://knowledge.dataiku.com/latest/mlops-o16n/ci-cd/tutorial-jenkins-pipeline.html#deploy-to-prod-...
This would be typically run as Python step in a scenario rather than a recipe.
https://downloads.dataiku.com/public/website-additional-assets/code/dss_pipeline-master.zip

Hope that helps!