A Jupyterlab base image to be used on kubernetes with KFP:
This image aims to be used by data scientists and data engineers who deploy their environment on kuberentes.
Because it is root-based, it may be used to mount hostpath folders, following this tutorial you can mount object storage folders like S3, Minio, Google Cloud Storage or any other compatible.
Actualy there is a single version, 1.0.0, but in two flavours, a python 3.10 and a python 3.8.
They are:
andreclaudino/jupyterlab-py3.10
andreclaudino/jupyterlab-py3.8
The installed packages are describe in the table below.
| Package | Version |
|---|---|
| jupyterlab | 3.4.3 |
| voila | 0.3.6 |
| jupyterlab_latex | 3.1.0 |
| jupyterlab-git | 0.37.1 |
| dask-kubernetes | 2022.5.2 |
| elyra[all] | 3.10.1 |
| smart-open | 6.0.0 |
| boto3 | 1.24.37 |
| dask | 2022.7.1 |
| pandas | 1.4.3 |
| geopandas | 0.11.1 |
| bokeh | 2.4.3 |
| seaborn | 0.11.2 |
| scikit-learn | 1.1.1 |
| SQLAlchemy | 1.4.39 |
| PyHive[trino] | 0.6.5 |
| ipython-sql | 0.4.1 |