Migrate to kedro>=0.17.0

Description

The new kedro==0.17.0 version is out and comes with its share of breaking changes.

Context

It is important to keep the plugin up to date with kedro to avoid deprecation and increase adoption. It will also enable to adopt some highly demanded feature (e.g. #92 and maybe #124)

Possible Implementation

Most of the breaking changes comes from the context which is now contained in a KedroSession object. It must be updated all over the codebase.

The release notes must be read in details to see if some other changes are needed.

TODO

• Bump requirements
• Change the config_dir fixture accordingly to the new template for the tests
• utils:
  • Update _is_kedro_project to check for existence of a “[tool.kedro]” section in pyproject.toml. See kedro ProjectMetaData _is_project()
  • Update _get_project_globals to retrieve info from pyproject.toml See kedro ProjectMetaData _get_project_metadata()
• config:
  • Update validate_uri which should dynamically get project_path from KedroSession
  • Update setup to avoid avoid passing context as argument (retrieve from KedroSession inside the function)
• cli:
  • Replace call to load_context() by KedroSession.create()
  • Update to the new utility to retrieve metadata
• hooks:
  • Replace calls to load_context() by get_current_session()
• Update all tests to replace calls to load_context() by KedroSession.create()
• Update documentation

[arnaldog12]

Hi, @Galileo-Galilei I’ll try it in the next few days. Thanks!

[arnaldog12]

Hi, @Galileo-Galilei I have just tested the kedro-mlflow version you sent to me in an existing project. It worked very well! Good job! Congrats on that!

I can also take a look at the PR if you want. Just let me know. Best regards,