pydmo 0.0.1

Pydmo: Build a database pydantic schema from its collection of data tables

pydmo

Documentation: https://strayMat.gitlab.io/pydmo

Source Code: https://gitlab.com/strayMat/pydmo

This projects implements the creation of [pydantic] data models from a collection of dataset (eg. pandas dataset).

Motivation

Having typed data models in python files is very useful for :

• Code testing thanks to dummy data generation
• Data validation
• Documentation generation

These usages are motivated by the data templates with pydantic blog post.

Links with other projects

The Table-schema-translator takes yaml as input to generate scala data models for spark.

We use the pydantic code generation package.

The python API should be installed with pip as recommanded in the documentation.

📝 Note

• Might be useful if we want to integrate some features existing only on table schema: Pandas api for table schema