aghorbani/goai repository overview

⁠GOAI (Mapd + pygdf) + additional data science GPU based packages

A docker image for MapD⁠ and pygdf⁠ and some usefull additional GPU based data science tools, like gpu version of XGBoost⁠.

The Image is based on MapD-pygdf⁠ image, and inherits its run command.

⁠Pull the image from Docker Repository

docker pull aghorbani/goai

⁠Building the image

docker build --rm -t aghorbani/goai .

⁠Running the image

nvidia-docker run -it --rm \
    -p 8888:8888 \
    -p 9092:9092 \
    aghorbani/goai [--load-data] [--jupyter-args=<arguments for jupyter>]

• --load-data: will lead to load the sample data⁠ into database.
• --jupyter-args: specify arguments you want to pass to jupyter notebook.

When all running fine, you can reach

• Jupyter notebook via http://localhost:8888⁠ and
• MapD Immerse via http://localhost:9092⁠

⁠Running the image - mount host directory

Many time it is desirable to have data directories to be on the host volume. With the following command you can mount host directories for database data and jupyter notebook.

nvidia-docker run -it --rm \
    -p 8888:8888 \
    -p 9092:9092 \
    -v /PATH/TO/LOCAL/NB-DIR/:/home/appuser/notebooks/mein/ \
    -v /PATH/TO/LOCAL/DATA-DIR/:/opt/mapd/data/ \
    aghorbani/goai [--load-data] [--jupyter-args=<arguments for jupyter>]