Config Loader

class mlopus.kedro.MlopusConfigLoader(conf_source, env=None, runtime_params=None, *, config_patterns=None, base_env='base', default_run_env=None, custom_resolvers=None, merge_strategy=None)[source]

Bases: OmegaConfigLoader

Patch of OmegaConfigLoader.

Enabling the patch

# <your_package>/settings.py
from mlopus.kedro import MlopusConfigLoader

CONFIG_LOADER_CLASS = MlopusConfigLoader

dict-like get behavior

Assuming there are no files matching conf/<env>/credentials*, the following example would raise an exception with the original OmegaConfigLoader:

config.get("credentials")  # returns: None
config.get("credentials", {})  # returns: {}

Any scope overrides (CLI)

kedro run ... --params globals.key=value
kedro run ... --params catalog.key=value
kedro run ... --params parameters.key=value
kedro run ... --params credentials.key=value

Any scope overrides (Python)

with KedroSession.create(
    ...,
    extra_params={
        "globals": {"key": "value"},
        "catalog": {"key": "value"},
        "parameters": {"key": "value"},
        "credentials": {"key": "value"},
    },
) as session:
    ...