Kedro-Datasets

A Kedro plugin that powers Kedro's DataCatalog.

Installation

kedro-datasets is a Python plugin. To install it:

pip install kedro-datasets

Datasets

Welcome to kedro_datasets, the home of Kedro's data connectors. Here you will find AbstractDataSet implementations created by QuantumBlack and external contributors.

What AbstractDataSet implementations are supported?

We support a range of data connectors, including CSV, Excel, Parquet, Feather, HDF5, JSON, Pickle, SQL Tables, SQL Queries, Spark DataFrames and more. We even allow support for working with images.

These data connectors are supported with the APIs of pandas, spark, networkx, matplotlib, yaml and more.

The Data Catalog allows you to work with a range of file formats on local file systems, network file systems, cloud object stores, and Hadoop.

Here is a full list of supported data connectors and APIs.

How can I create my own AbstractDataSet implementation?

Take a look at our instructions on how to create your own AbstractDataSet implementation.