Python interview starter

Setup

we recommend you create some virtual environment with a python version >= 3.11, e.g.

python3.11 -m venv venv
source venv/bin/activate
pip install -r requirements.txt && pip install -r requirements.test.txt

run the tests with

python -m unittest discover

Instructions

Context

This repo contains a simple HTTP microservice, with a single endpoint, POST /workflow/, to allow clients to create new workflows. It is implemented with fastapi and sqlmodel (running a simple sqlite db). For now, POST /workflow/ accepts a JSON with only one property name: str.

TODO

Your task is

• to extend the /workflow/ endpoint to also accept an optional list of components in its request and store it in the database
  • a component is a dictionary containing two fields
    • type (required) whose value must be one of {"import", "shadow", "crop", "export"}
    • and settings (optional), a dictionary mapping strings (name of the setting) to a value whose type must be one of {int, float, str, bool}

an example of request could then be

{
 "name": "MyWorkflow",
 "components": [
   {"type": "import", "settings": {"format": "PNG", "downscale":  true}},
   {"type": "shadow", "settings": {"intensity": 0.1}}
 ]
}

• the list of components must be validated according to the following rules:
  • the list should not contain two components of the same type
  • if present, component of type "import" and "export" must be, respectively, first and last in the list
  • all components should either all contain the settings field or none shall contain it.
• if the input validation fails, the endpoint should return an appropriate status code and a helpful message
• provide tests to show
  • that the endpoint now supports the new JSON schema
  • and enforces the rules for the input validation

You can base your tests on tests/test_create_workflow.py but please, do not modify test_should_create_workflow_with_name() since this test still needs to be green once you are done!

The source code contains comments with # TODO: to guide you.

Once you are finished, please

• push this repo to your github with your solution on a feature branch
• make the github repo private
• allow at least one of the following users to read the repo:
  • oliver-autoretouch
  • jfouca

Finally, please feel free to make this repo yours! You're allowed to change anything and everything!

Good luck and have fun!