What's the use-case difference between

## from <https://kedro.readthedocs.io/en/stable/kedro_project_setup/session.html>

from kedro.framework.session import KedroSession
from kedro.framework.startup import bootstrap_project
from pathlib import Path

bootstrap_project(Path.cwd())
with KedroSession.create() as session:
    session.run()

vs

## from <https://kedro.readthedocs.io/en/stable/tutorial/package_a_project.html>

from kedro_tutorial.__main__ import main

main(
    ["--pipeline", "__default__"]
)  # or simply main() if you don't want to provide any arguments

• So the first one is if you want to use Kedro via the Python API. You can do this, but I would make sure you have a good reason to do so. • The second issue is is about running from the CLI, the preferred route for ~95% of situations and we make a few assumptions about folder structure

@Andrew Stewart correct, the first one will require

pyproject.toml

and in a way is only meant to be used by Kedro’s CLI internally or only during development of your project. If you intent to run your project somewhere in production, the second one is the preferred method.

Thanks @datajoely and @Ivan Danov - makes sense.