Source code for openlake

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"""Openlake ForML feed."""

__version__ = '0.4.dev1'

import typing

from forml.provider.feed import lazy

from openlake.provider import kaggle, sklearn

#: Default list of origin integrations.
ORIGINS: typing.Collection[lazy.Origin] = {kaggle.Titanic(), sklearn.BreastCancer(), sklearn.Iris()}

[docs]class Lite(lazy.Feed): """ForML feed providing access to a number of public datasets. External data sources are fetched using the Openlake integrations and cached locally. The provider can be enabled using the following :ref:`platform configuration <forml:platform-config>`: .. code-block:: toml :caption: config.toml [FEED.openlake] provider = "openlake:Lite" Important: Select the relevant :ref:`extras to install <install-extras>` OpenLake together with the particular integrations (e.g. Kaggle, Scikit-learn, etc.). """ def __init__(self, *origins: lazy.Origin): if not origins: origins = ORIGINS super().__init__(*origins)