The Simplest Data Architecture

1

Python Poetry

Tools like Poetry aim to fix this problem, but vanilla pip can do just fine.

#Kids #Front End Package Manager #Package Manager 167 social mentions

2

OpenTofu

Due to Terraform changing its license in 2023, a truly open-source fork called OpenTofu was created. Though I'll keep using the term "Terraform" below to prevent confusion, I do recommend OpenTofu over Terraform in your implementation.

#DevOps Tools #DevOps Automation #Dev Ops 39 social mentions

You can use isolated Python environments like venv or conda. If you do this, you'll have to manage your environments yourself, and also constantly switch between them to run your data engineering code vs dbt.

#Front End Package Manager #Package Manager #Windows Tools 32 social mentions