IPython plugin for DataLinter

Warning: This work is still very experimental.

This is a Ipython magic that allows one to run DataLinter in Jupyter notebooks.

Installation

Make sure you have up-to-date stable versions of IPython and Jupyter.

DataLinter

Install DataLinter by pulling the Docker image:

docker pull ghcr.io/zgornel/datalinter-compiled:latest

and start it with:

docker run -it --rm -p10000:10000 \
    ghcr.io/zgornel/datalinter-compiled:latest \
        /datalinterserver/bin/datalinterserver \
            -i 0.0.0.0 \
            --config-path /datalinter/config/default.toml \
            --log-level debug

If the server starts correctly, it should display something like:

Warning: KB file not correctly specified, defaults will be used.
└ @ datalinterserver /DataLinter/apps/datalinterserver/src/datalinterserver.jl:83
[ Info: • Data linting server online @0.0.0.0:10000...
[ Info: Listening on: 0.0.0.0:10000, thread id: 1

Ipython-datalinter magic

Clone the repository:

git clone https://github.com/zgornel/Ipython-datalinter

To run the demo, enter the Ipython-datalinter folder, run

jupyter notebook

and open ipython/demo.ipynb.

Note: In order for the datalintermagics magic to be available, the datalintermagics folder/module needs to be available to the jupyter notebook. The easy way to do this is to have the datalintermagics directory and notebooks in the same location.