Data science with Knowage and Python or R смотреть онлайн

Knowage (Formerly SpagoBI) is an opensource business intelligence tool from Italy which support data science tasks. You can use the powerful analytics properties of the tool together with the data science aspects of Python or R. This video demonstrates how to get you started. The easiest way to get started is to use docker images.


Steps.


First run afripaas which is a docker GUI. This step is optional but will make your work easier in managing the containers.


docker run -d --rm -e HOST_URL=http://172.17.0.1:2375 --name=afripaas -p 8003:8313 xogutu/afripaas


Second you will need mysql or mariadb database.


docker run -p 3308:3306 -e MYSQL_DATABASE=db -e MYSQL_USER=knowage -e MYSQL_PASSWORD=pass123 --name knowage-mariadb -v /home/developer/knowage-mariadb:/var/lib/mysql -e MYSQL_ROOT_PASSWORD=pass123 -d mariadb


Third, you will need to run the knowage server.


docker run --rm -p 8002:8080 -d -e DB_USER=root -e DB_PASS=pass123 -e DB_ROOT_PASS=pass123 \
-e DB_DB=db -e DB_HOST=192.168.8.167 -e DB_PORT=3308 -e HMAC_KEY=pass123 -e PASSWORD_ENCRYPTION_SECRET=pass123 \
-e PUBLIC_ADDRESS=192.168.8.167 knowagelabs/knowage-server-docker


Lastly start the python service. Alternatively, you can use R.


docker run --rm --name knowage-python -d -v /home/developer/datasets:/datasets -e HMAC_KEY=pass123 -e KNOWAGE_PUBLIC_ADDRESS=http://192.168.8.167:8002 \
-e PUBLIC_ADDRESS=192.168.8.167 -p 5000:5000 knowagelabs/knowage-python-docker