You are viewing the RapidMiner Go documentation for version 9.4 - Check here for latest version
Install RapidMiner Go
Prerequisites
You need to have the following installed and running on your machine:
- Docker >= v18.09
- docker-compose >= 1.23
To read more how to install docker and docker-compose on your platform see:
- Docker https://docs.docker.com/install/
- Docker Compose comes bundled with desktop installments, but in case you'd still need it: https://docs.docker.com/compose/install/
You need to grant at least 8GiB memory to the Docker Engine for a decent performance.
Docker Images
The application is composed of several images:
- rapidminer-automodel-routing : Routing NGINX reverse proxy
- rapidminer-automodel-rmid : RMID - authentication and authorization service
- rapidminer-automodeler : RapidMiner Go - the automatic modeling and prediction service
- rapidminer-automodel-job-container : Job Container - execution backend for RapidMiner Go
- rapidminer-ui-event-tracking : EventTracking - analytics service
Each service can be customized by setting environment variables in docker-compose-services.yml
.
For configuration options check the relevant sub-pages.
The images of for the individual services are available on Docker Hub
Compose
Please download and unzip the docker files here.
The full stack can be composed using two files:
- docker-compose-infra.yml : contains all the infrastructural needs for the application stack
- docker-compose-services.yml : contains all the services configured
To start the full stack execute the following steps:
- Copy your RapidMiner Go license on your host into licenses/rapidminer-auto-model directory
- Edit the .env file and make sure it contains the following:
IMAGE_TAG=latest
AUTH_SECRET=your_base64_encoded_secret
BASE_URL=http://localhost:30000
- IMAGE_TAG identifies the build versions to be used for composing.
- AUTH_SECRET is the secret used for signing and validating the authentication tokens used by the applications -- it has to be a Base64 encoded string.
- BASE_URL is the external base URL visible on the frontend - e.g. http://localhost:30000
Important: The databases and the AMQ broker use the default passwords. It is not recommended to use these in production. Follow the guide below to change the default passwords.
- Execute
docker-compose -f docker-compose-infra.yml up -d
- Execute
docker-compose -f docker-compose-services.yml up -d
- Wait for ~2-3 minutes depending on your machine to have all the services available
To check logs of individual applications:
- Execute
docker-compose -f docker-compose-STACK.yml logs SERVICE_NAME
where STACK is the postfix of the yml file's name and SERVICE_NAME is the name of the service which logs you want to display (use compose yml's service names (which are the direct children of services: node, e.g.: rapidminer-automodeler)
To shut down the full stack:
- First shut down services by executing
docker-compose -f docker-compose-services.yml down
- Then shut down infrastructure via
docker-compose -f docker-compose-infra.yml down
Try
- Open application on http://localhost:30000
Use
admin
andchangeit
for user/passwordFor creating additional users check RMID docs
Changing the default passwords
You should change the default database passwords for users rmid
and cookie
in docker-entrypoint-initdb.d/init-user-db.sh :
CREATE USER cookie WITH ENCRYPTED PASSWORD 'automodel_db_password';
...
CREATE USER rmid WITH ENCRYPTED PASSWORD 'rmid_db_password';
Then you should provide the same passwords by adding new environment variables to the services in docker-compose-services.yml:
rapidminer-automodeler:
image: rapidminer/rapidminer-automodeler:${IMAGE_TAG}
environment:
...
DB_PASSWORD: <automodel_db_password>
...
rapidminer-automodel-rmid:
image: rapidminer/rapidminer-automodel-rmid:${IMAGE_TAG}
environment:
...
DB_PASSWORD: <rmid_db_password>
...
rapidminer-ui-event-tracking:
image: rapidminer/rapidminer-ui-event-tracking:${IMAGE_TAG}
environment:
...
DB_PASSWORD: <automodel_db_password>
...
To further improve security, the ActiveMQ password should also be added as a new environment variable in docker-compose-infra.yml :
rapidminer-automodel-activemq:
image: webcenter/activemq:5.13.1
environment:
...
ACTIVEMQ_OWNER_PASSWORD: <amq_password>
Then provide the same password as a new environment variable to services in docker-compose-services.yml:
rapidminer-automodeler:
...
AMQ_PASSWORD: <amq_password>
...
rapidminer-automodel-job-container:
...
AMQ_PASSWORD: <amq_password>
...