Installation

To install Openlake, simply use pip:

$ pip install --constraint https://raw.githubusercontent.com/formlio/openlake/main/constraints.txt 'openlake[all]'

Extra Options

Feature	Install Command	Description
all	pip install 'openlake[all]'	All providers
dev	pip install 'openlake[dev]'	Openlake development tools
docs	pip install 'openlake[docs]'	Documentation publishing dependencies
kaggle	pip install 'openlake[kaggle]'	Kaggle datasets provider
sklearn	pip install 'openlake[sklearn]'	Scikit-learn datasets provider
providers	pip install 'openlake[providers]'	All providers combined

Configuration

This Openlake feed becomes available within the ForML platform after referencing it from the platform configuration. Following is snippet of the configuration file enabling the openlake.Lite feed:

config.toml

 [FEED.openlake]
 provider = "openlake:Lite"

Kaggle API Authentication

In order to fetch the datasets using the Kaggle API, you must first configure your access token stored under the ~/.kaggle/kaggle.json. For more details, see the Kaggle API Documentation.

Attention

You must read and accept the rules of each individual Kaggle competition in order to download its dataset. This cannot be done programmatically - you must do this by visiting the Kaggle website and accepting the rules there.