You are viewing the RapidMiner Hub documentation for version 10.0 - Check here for latest version
Docker-compose deployment
This document will help you to deploy RapidMiner AI Hub on a single host. For multi-host deployments, see Kubernetes deployment with Helm.
To deploy RapidMiner AI Hub with docker compose:
- [Download] the production template, and follow instructions.
All versions: [10.0.0] - [10.0.1]
Table of contents
- System requirements
- Profiles
- Instructions
- PUBLIC_URL
- The environment file (.env)
- The definition file (docker-compose.yml)
- Change the default port
System requirements
Rootless Docker was introduced in Docker Engine version 19.03 as an experimental feature, and graduated from that status in version 20.10.
Hence, it is recommended that you use version >= 20.10 of the Docker Engine.
For details related to the operating system, see the distribution-specific hints. Note that CentOS 6/7 are not supported, because unprivileged user namespaces are not supported in Linux kernel versions < 3.19.
Minimum recommended hardware configuration
The amount of memory needed depends heavily on the amount of data that will be processed by RapidMiner AI Hub. By themselves, the RapidMiner services can run with as little as 16 GB. However, in production environments, we recommend 32GB or more depending on user data, in order to provide users with enough capacity to analyze data from realistic use cases.
Each virtual or physical machine should at least have:
- Quad core
- 32GB RAM
- >30GB free disk space
If you are using Docker Desktop for Windows (or Mac), please make sure that you have allocated enough memory. The default setting in Docker Desktop is too low for RapidMiner AI Hub.
Profiles
If you only want a subset of the features provided by RapidMiner AI Hub, you can use the profiles feature of docker compose to pick and choose from the following set:
Profile | Description |
---|---|
aihub-activemq | |
aihub-backend | |
aihub-frontend | |
aihub-job-agent | RapidMiner Job Agent |
ces | Coding environment storage |
go | RapidMiner Go |
grafana | Dashboards |
jupyter | JupyterHub |
keycloak | Keycloak |
landing-page | Landing page |
letsencrypt | Letsencrypt |
platform-admin | Platform Admin |
proxy | RapidMiner Proxy |
scoring-agent | Real-Time Scoring |
server | RapidMiner Server |
token-tool | Token generator |
tabgo | Tableau dashboards / Tableau connector |
In the environment file, edit the variable COMPOSE_PROFILES
to choose your subset.
Note that value of COMPOSE_PROFILES
is a comma-separated list with no spaces.
# Maximum set
# COMPOSE_PROFILES=proxy,keycloak,landing-page,aihub-frontend,aihub-backend,aihub-activemq,aihub-job-agent,jupyter,grafana,scoring-agent,platform-admin,ces,token-tool,letsencrypt,go,tabgo
# Minimum set
# COMPOSE_PROFILES=proxy,keycloak,landing-page,aihub-frontend,aihub-backend,aihub-activemq,aihub-job-agent
# Default set
COMPOSE_PROFILES=proxy,keycloak,landing-page,aihub-frontend,aihub-backend,aihub-activemq,aihub-job-agent,jupyter,grafana,scoring-agent,platform-admin,ces,token-tool,letsencrypt
Instructions
To deploy this template, take the following steps.
- If you have not yet done so, install Docker.
Download the ZIP file. Unzip and examine the contents:
- .env (note that because of the preceding dot, this file is usually hidden)
- docker-compose.yml
go
folder
(optional) By default, RapidMiner AI Hub will start with the set of services identified in the
COMPOSE_PROFILES
variable, as discussed above. You can choose a different set of profiles by setting the following variable in the.env
file:COMPOSE_PROFILES
As discussed in detail below, set the following variables in the
.env
file:PUBLIC_DOMAIN
PUBLIC_URL
SSO_PUBLIC_DOMAIN
SSO_PUBLIC_URL
Set the following variables in the
.env
file, with the values of your licenses from my.rapidminer.com:LICENSE
GO_LICENSE
By default the AI Hub license will be used also for the bundled RTS deployment. You can manage the RTS license separated after logging in, via Platform Administration, and if you set the variable
SCORING_AGENT_ENABLESERVERLICENSE
tofalse
.(optional) Set additional frequently used configuration values:
- The initial admin password can be set using the variable
KEYCLOAK_PASSWORD
(default: "changeit") - The
AUTH_SECRET
value is used as internal authentication encryption key. We propose to change the default value to any base64 encoded string.
- The initial admin password can be set using the variable
Transfer the contents of the ZIP file, with URLs and licenses configured, to the server host, the machine where you installed Docker.
Connect to the server host, and change directory to the folder containing those files. Please make sure the
.env
file is readable and writable by all users:sudo chmod a+rw .env
If SSO configuration is not disabled (this is the case by default), then the platform deployment needs to be initialized before the first startup. In the directory containing
docker-compose.yml
, type:docker compose up -d deployment-init
If immediately afterwards you type
docker compose logs -f deployment-init
you can observe the initialization taking place, and you will know that you are ready to execute the next step when you see the following text printed repeatedly to the screen, typically after 1-2 minutes:
[DEPLOYMENT INIT] Successfully finished.
Alternatively, if you observe the following error message:
| [RM INIT] Starting... | [RM INIT] Starting job /rapidminer/provision/tasks/01_check_permissions.sh | touch: cannot touch '/tmp/ssl/.test_permission': Permission denied | Permission denied on file/directory ssl/ ! | Please make sure about good permissions of these files/dirs: | - .env : it should be writable by anyone (666, or -rw-rw-rw-) | - ssl : it should be writable by anyone (777, or drwxrwxrwx)
make sure to set the appropriate permissions on the
ssl
directory:sudo chown -R 2011:0 ssl/ sudo chmod -R ug+w ssl/ sudo chmod -R o-rwx ssl/
before reissuing the initial command:
docker compose up -d deployment-init
Finally, start the stack by running the command:
docker compose up -d
Again, you can observe the progress of startup with the command:
docker compose logs -f deployment-init
The service
deployment-init
will exit without error when complete.
If the Docker images are not available on the host, they will be automatically downloaded from the Docker Hub.
PUBLIC_URL
The deployed stack needs to have a valid public URL, both for internal communication and so that external clients (like RapidMiner Studio and a browser) can connect to it. In the .env
file, before first startup, set the values of the environment variables PUBLIC_URL
and SSO_PUBLIC_URL
to this public URL.
The values
http://localhost
andhttp://127.0.0.1
are not supported, because this URL will be used also for internal container-to-container communication between our services.If deploying on a single host, use the host's public IP address, such as
http://192.168.1.101
or a publicly resolvable hostname that resolves to this IP address, likehttp://platform.rapidminer.com
.If the deployment cannot listen on the default HTTP and HTTPS ports (80 and 443), then read Change the default port.
It is highly preferred to use HTTPS for the connection. In this case the
PUBLIC_URL
andSSO_PUBLIC_URL
variables should be configured using thehttps://
prefix and the certificate chain and private key files should be provided in PEM format in thessl
sub-folder using the filenamescertificate.crt
andprivate.key
. The default filenames can be changed using the environment variables in the Proxy section of the.env
file. Make sure to set the permissions of thessl
directory as indicated above in the final point of the instructions.
Once the deployment is running, the configured reverse proxy listens by default on the standard HTTP (80) port, and also on the HTTPS (443) port if an HTTPS certificate is configured.
The initial login credentials are set in the .env file (by the variables KEYCLOAK_USER
and KEYCLOAK_PASSWORD
).
By default you can log in using the username "admin" and password: "changeit".
From the landing page at PUBLIC_URL, the full range of services of RapidMiner AI Hub is available.
The environment file (.env)
# ############################################ # # Global parameters # # ############################################ # Public domain of the deployment PUBLIC_DOMAIN=platform.rapidminer.com # Public URL of the deployment that will be used for external access (Public domain + protocol + port) PUBLIC_URL=http://platform.rapidminer.com # Public domain of the SSO endpoint that will be used for external access. In most cases it should be the same as the PUBLIC_DOMAIN SSO_PUBLIC_DOMAIN=platform.rapidminer.com # Public URL of the SSO endpoint that will be used for external access. In most cases it should be the same as the PUBLIC_URL SSO_PUBLIC_URL=http://platform.rapidminer.com # SSO default parameters SSO_IDP_REALM=master SSO_SSL_REQUIRED=none WEBMASTER_MAIL=operations@sampleorg.com # Enable/disable the service build into the RapidMiner cloud images, that updates the PUBLIC_URL and SSO_PUBLIC_URL variables to the new dynamic cloud hostname/IP address AUTOMATIC_PUBLIC_URL_UPDATE_FOR_CLOUD_IMAGES=false # Enable/disable the Legacy BASIC authentication support for REST endpoints, like webservices. (lowercase true/false) LEGACY_REST_BASIC_AUTH_ENABLED=false # Timezone setting TZ=UTC # License LICENSE= # Profiles # A coma separated list of active profiles # Maximum set # COMPOSE_PROFILES=deployment-init,proxy,keycloak,landing-page,aihub-frontend,aihub-backend,aihub-activemq,aihub-job-agent,jupyter,grafana,scoring-agent,platform-admin,ces,token-tool,letsencrypt,go,tabgo # Minimum set # COMPOSE_PROFILES=deployment-init,proxy,keycloak,landing-page,aihub-frontend,aihub-backend,aihub-activemq,aihub-job-agent # Go profile set # COMPOSE_PROFILES=deployment-init,proxy,keycloak,landing-page,go # Default set COMPOSE_PROFILES=deployment-init,proxy,keycloak,landing-page,aihub-frontend,aihub-backend,aihub-activemq,aihub-job-agent,jupyter,grafana,scoring-agent,platform-admin,ces,token-tool,letsencrypt # Docker-compose timeout setting COMPOSE_HTTP_TIMEOUT=600 # ############################################ # # Deployment parameters # # ############################################ # Prefix to use for docker registry # REGISTRY=rapidminer/ REGISTRY=rapidminer/ # Version of the Init container INIT_VERSION=10.0.1 # Enable configuring server settings for Python Scripting extension INIT_SHARED_CONDA_SETTINGS=true # ############################################ # # Proxy # # ############################################ PROXY_VERSION=10.0.1 UNPRIVILEGED_PORTS=false PROXY_DATA_UPLOAD_LIMIT=10240M # Backends AIHUB_FRONTEND=http://aihub-frontend AIHUB_BACKEND=http://aihub-backend:8080 GO_BACKEND=http://rapidminer-automodel-routing GRAFANA_BACKEND=http://grafana:3000/ JUPYTERHUB_BACKEND=http://jupyterhub:8000/ KEYCLOAK_BACKEND=http://keycloak:8080 KIBANA_BACKEND=http://rm-kibana:5601 LANDING_BACKEND=http://landing-page:1080/ LETSENCRYPT_BACKEND=http://letsencrypt:1084/ METRICS_BACKEND=http://prometheus:9090/ PLATFORM_ADMIN_BACKEND=http://platform-admin:1082/ SCORING_AGENT_BACKEND=http://scoring-agent:8090/ SCORING_AGENT_WEBUI_BACKEND=http://platform-admin:1082/ STANDPY_BACKEND=http://standpy-router/ TABGO_BACKEND=http://tabgo TOKEN_BACKEND=http://token-tool:1080/ # Backend suffixes GRAFANA_URL_SUFFIX=/grafana JUPYTERHUB_URL_SUFFIX=/jupyter/ KIBANA_URL_SUFFIX=/kibana METRICS_URL_SUFFIX=/metrics PLATFORM_ADMIN_URL_SUFFIX=/platform-admin SCORING_AGENT_URL_SUFFIX=/rts SCORING_AGENT_WEBUI_URL_SUFFIX=/rts-admin STANDPY_URL_SUFFIX=/standpy TOKEN_TOOL_URL_SUFFIX=/get-token # Default Basic Auth Accesses METRICS_AUTH_BASIC_USER=admin METRICS_AUTH_BASIC_PASS=changeit LOGS_AUTH_BASIC_USER=admin LOGS_AUTH_BASIC_PASS=changeit SCORING_AGENT_BASIC_AUTH=true # Change these when you want to use non-default pair to login SCORING_AGENT_ADMIN_USER=admin SCORING_AGENT_ADMIN_PASSWORD=changeit # HTTPS settings ALLOW_LETSENCRYPT=true HTTPS_CRT_PATH=/etc/nginx/ssl/certificate.crt HTTPS_KEY_PATH=/etc/nginx/ssl/private.key HTTPS_KEY_PASSWORD_FILE_PATH=/etc/nginx/ssl/password.txt HTTPS_DH_PATH=/etc/nginx/ssl/dhparam.pem WAIT_FOR_DHPARAM=true DEBUG_CONF_INIT=false # ############################################ # # KeyCloak (SSO) # # ############################################ # Keycloak container version KEYCLOAK_VERSION=10.0.1 # Keycloak database parameters KEYCLOAK_POSTGRES_VERSION=10.0.1 KEYCLOAK_DBSCHEMA=kcdb KEYCLOAK_DBUSER=kcdbuser KEYCLOAK_DBPASS=changeit KEYCLOAK_POSTGRES_INITDB_ARGS="--encoding UTF8 --locale=C /var/lib/postgresql/data" # Default platform admin user credentials KEYCLOAK_USER=admin KEYCLOAK_PASSWORD=changeit KC_FEATURES=token-exchange,upload_scripts KC_HOSTNAME_STRICT="false" KC_HOSTNAME_STRICT_BACKCHANNEL="false" KC_HOSTNAME_STRICT_HTTPS="false" KC_LOG_LEVEL=info KC_PROXY=edge KC_HTTP_ENABLED="true" # ############################################ # # Rapidminer AiHub # # ############################################ AIHUB_FRONTEND_VERSION=10.0.1 AIHUB_BACKEND_VERSION=10.0.1 AIHUB_POSTGRES_VERSION=10.0.1 AIHUB_DBHOST=aihub-postgresql AIHUB_DBSCHEMA=aihub-db AIHUB_DBUSER=aihub-db-user AIHUB_DBPASS=changeit AIHUB_POSTGRES_INITDB_ARGS="--encoding UTF8 --locale=C /var/lib/postgresql/data" AIHUB_FRONTEND_SSO_CLIENT_ID=aihub-frontend AIHUB_BACKEND_SSO_CLIENT_ID=aihub-backend AIHUB_BACKEND_SSO_CLIENT_SECRET= AIHUB_BACKEND_HOSTNAME=aihub-backend AIHUB_BACKEND_PORT=8080 AIHUB_BACKEND_INTERNAL_URL=http://aihub-backend:8080 # AiHub and JA authenticates using this shared secret, which shall be a random string in base64 encoded format # echo $RANDOM | md5sum | head -c 20; echo | base64; AUTH_SECRET=TTY5MjUxbzRBN2ZIWThpNGVKNGo4V2xqOHk0dTNV # ############################################ # # Job Agent # # ############################################ JOBAGENT_VERSION=10.0.1 JOBAGENT_QUEUE_ACTIVEMQ_URI=failover:(tcp://aihub-activemq:61616) JOBAGENT_CONTAINER_COUNT=2 JOBAGENT_SSO_CLIENT_ID=aihub-jobagent JOBAGENT_SSO_CLIENT_SECRET= JOBAGENT_JOB_QUEUE=DEFAULT JOBAGENT_CONTAINER_MEMORYLIMIT=2048 AIHUB_BACKEND_PROTOCOL=http JOBAGENT_NAME=JOBAGENT-1 # ############################################ # # ActiveMQ # # ############################################ ACTIVEMQ_VERSION=10.0.1 BROKER_ACTIVEMQ_USERNAME=amq-user BROKER_ACTIVEMQ_PASSWORD=M69251o4A7fHY8i4eJ4j8Wlj8y4u3U # ############################################ # # Jupyterhub # # ############################################ JUPYTERHUB_VERSION=10.0.1 JUPYTERHUB_DBHOST=jupyterhub-db JUPYTERHUB_DBSCHEMA=jupyterhub JUPYTERHUB_DBUSER=jupyterhubdbuser JUPYTERHUB_DBPASS=changeit JUPYTERHUB_HOSTNAME=jupyterhub JUPYTERHUB_POSTGRES_INITDB_ARGS="--encoding UTF8 --locale=C /var/lib/postgresql/data" # Jupyterhub crypt key can be generated with the command: openssl rand -hex 32 JUPYTERHUB_CRYPT_KEY=ab7207529f552a686326dae86bb64e2e7d11c9018e73fdcc06039bc5965cc606 JUPYTERHUB_DEBUG=False JUPYTERHUB_TOKEN_DEBUG=False JUPYTERHUB_PROXY_DEBUG=False JUPYTERHUB_DB_DEBUG=False JUPYTERHUB_SPAWNER_DEBUG=False JUPYTERHUB_STACK_NAME=default JUPYTERHUB_SSO_CLIENT_ID=jupyterhub JUPYTERHUB_SSO_CLIENT_SECRET= JUPYTERHUB_SPAWNER=dockerspawner JUPYTERHUB_API_PROTOCOL=http JUPYTERHUB_API_HOSTNAME=jupyterhub JUPYTERHUB_PROXY_PORT=8000 JUPYTERHUB_API_PORT=8001 JUPYTERHUB_APP_PORT=8081 # JUPYTERHUB_CUSTOM_CA_CERTS=${PWD}/ssl/deb_cacerts/ JUPYTERHUB_DOCKER_DISABLE_NOTEBOOK_IMAGE_PULL_AT_STARTUP=False # ############################################ # # Jupyter Notebook # # ############################################ JUPYTERHUB_NOTEBOOK_IMAGE=rapidminer/rapidminer-jupyter_notebook:10.0.1 JUPYTERHUB_NOTEBOOK_VERSION=10.0.1 JUPYTERHUB_NOTEBOOK_SSO_NB_UID_KEY=X_NB_UID JUPYTERHUB_NOTEBOOK_SSO_NB_GID_KEY=X_NB_GID JUPYTERHUB_NOTEBOOK_SSO_CUSTOM_BIND_MOUNTS_KEY=X_NB_CUSTOM_BIND_MOUNTS # Content should be in json format, use quotes here instead of apostrophes # JUPYTERHUB_NOTEBOOK_CUSTOM_BIND_MOUNTS={"/usr/share/doc/apt":"/tmp/apt","/usr/share/doc/mount/":"/tmp/mount"} JUPYTERHUB_NOTEBOOK_CUSTOM_BIND_MOUNTS= JUPYTERHUB_NOTEBOOK_CPU_LIMIT=100 # Docker JUPYTERHUB_NOTEBOOK_MEM_LIMIT=2g #k8s # JUPYTERHUB_NOTEBOOK_MEM_LIMIT=2G JUPYTERHUB_NOTEBOOK_SHARED_ENV_VOLUME_NAME_DOCKERSPAWNER=coding-shared-vol # kubespawner # JUPYTERHUB_NOTEBOOK_KUBERNETES_CMD: '/entrypoint.sh' # JUPYTERHUB_NOTEBOOK_KUBERNETES_ARGS: '' # JUPYTERHUB_NOTEBOOK_KUBERNETES_NAMESPACE=rapidminer # JUPYTERHUB_NOTEBOOK_KUBERNETES_NODE_SELECTOR_NAME: 'rapidminer.node' # JUPYTERHUB_NOTEBOOK_KUBERNETES_NODE_SELECTOR_VALUE: 'notebook' # JUPYTERHUB_NOTEBOOK_HOME_KUBERNETES_STORAGE_ACCESS_MODE=ReadWriteOnce # JUPYTERHUB_NOTEBOOK_HOME_KUBERNETES_STORAGE_CAPACITY=5Gi # JUPYTERHUB_NOTEBOOK_HOME_KUBERNETES_STORAGE_CLASS=ms-ebs-us-west-2b # JUPYTERHUB_NOTEBOOK_IMAGE_PULL_SECRET=rm-docker-login-secret # JUPYTERHUB_NOTEBOOK_SHARED_ENV_VOLUME_NAME_KUBESPAWNER=python-envs-pvc # JUPYTERHUB_NOTEBOOK_SHARED_ENV_VOLUME_SUBPATH_KUBESPAWNER=coding-shared # ############################################ # # Platform admin # # ############################################ PLATFORM_ADMIN_VERSION=10.0.1 PLATFORM_ADMIN_SSO_CLIENT_ID=platform-admin PLATFORM_ADMIN_SSO_CLIENT_SECRET= PLATFORM_ADMIN_DISABLE_PYTHON=false PLATFORM_ADMIN_DISABLE_RTS=false # ############################################ # # Coding Environment Storage # # ############################################ CES_VERSION=10.0.1 # ############################################ # # Real-Time Scoring Agent # # ############################################ SCORING_AGENT_VERSION=10.0.1 WAIT_FOR_LICENSES=1 SCORING_AGENT_ENABLE_SERVER_LICENSE=true SCORING_AGENT_SPRING_PROFILES_ACTIVE=default # ############################################ # # Grafana # # ############################################ # Official grafana image from: https://hub.docker.com/r/grafana/grafana/ OFFICIAL_GRAFANA_IMAGE=grafana/grafana:9.1.6-ubuntu # Image tag used by grafana-proxy and grafana-init GRAFANA_UTILS_VERSION=10.0.1 # # Grafana Proxy # # Possible values: NOTSET, DEBUG, INFO, WARNING, ERROR, CRITICAL GRAFANA_PROXY_LOGGING_LEVEL=INFO # Comma spearated list of Scoring Agent URLs (http://scoring-agent-1:8090,https://scoring-agent-2:8888) GRAFANA_SCORING_AGENT_BACKENDS=http://scoring-agent:8090/ # Set this to 'True' to log data (eg. result from webservice) returned from GF proxy GRAFANA_PROXY_LOG_RESPONSE_DATA=False # ############################################ # # Grafana Direct (these values injected directly to Grafana) # # ############################################ GF_AUTH_GENERIC_OAUTH_AUTH_URL= GF_AUTH_GENERIC_OAUTH_TOKEN_URL= GF_AUTH_GENERIC_OAUTH_API_URL= GF_AUTH_GENERIC_OAUTH_CLIENT_SECRET= GF_AUTH_SIGNOUT_REDIRECT_URL= GF_SERVER_ROOT_URL= # TabGo # # ############################################ # Used for both TabGo and the TabGo proxy. TABGO_VERSION=9.9.0 # Proxy specific settings. TABGO_PROXY_PORT=4443 # Settings for the TabGo service. TABGO_MAX_MEMORY=384m TABGO_PORT=8090 # Rate limit for small requests (e.g., scoring a single data row). The default # values limit the rate to 10 requests per 5 seconds. TABGO_SMALL_REQUEST_LIMIT=10 TABGO_SMALL_REQUEST_INTERVAL=5 # Change the log level to DEBUG to log HTTP traffic routed through TabGo. TABGO_LOG_LEVEL=INFO # Additional Java options should only be used for debugging. TABGO_JAVA_OPTIONS= # ############################################ # # LetsEncrypt Client # # ############################################ LETSENCRYPT_VERSION=10.0.1 # ############################################ # # Docker Deployment Manager # # ############################################ DDM_VERSION=10.0.1 # ############################################ # # Landing page # # ############################################ LANDING_PAGE_VERSION=10.0.1 LANDING_PAGE_SSO_CLIENT_ID=landing-page LANDING_PAGE_SSO_CLIENT_SECRET= LANDING_PAGE_DEBUG=false # ############################################ # # Token Tool # # ############################################ TOKEN_TOOL_SSO_CLIENT_ID=token-tool TOKEN_TOOL_SSO_CLIENT_SECRET= TOKEN_TOOL_DEBUG=false # ############################################ # # RapidMiner Go # # ############################################ # General setup GO_LICENSE= GO_AUTH_SECRET=dGhhbmt5b3Vmb3J1c2luZ2F1dG9tb2RlbG9ucHJlbWlzZTIwMTk= GO_DB_HOST=rapidminer-automodel-db GO_AMQ_URL=tcp://rapidminer-automodel-activemq:61616 GO_AMQ_USERNAME=next GO_AMQ_PASSWORD=next GO_JOB_QUEUE=rapiminder-automodeler-job-queue GO_JOB_STATUS_QUEUE=rapidminer-automodeler-job-status-queue GO_JOB_COMMAND_TOPIC=rapidminer-automodeler-job-command-topic # _JAVA_OPTIONS='-Dlogging.level.root=DEBUG' # Resource management # RapidMiner Go is preconfigured to run on a host (or Docker engine) with 8GB GO_JOB_CONTAINERS=1 # Docker images GO_IMAGE_TAG_POSTGRES=10.0.1 GO_IMAGE_TAG_ROUTING=10.0.1 GO_IMAGE_TAG_RMID=10.0.1 GO_IMAGE_TAG_AM=10.0.1 GO_IMAGE_TAG_JC=10.0.1 GO_IMAGE_TAG_ET=10.0.1 # ############################################ # # GO ROUTING # # ############################################ GO_ROUTING_RMID_HOST_PORT_1=rapidminer-automodel-rmid:8080 GO_ROUTING_AM_HOST_PORT_1=rapidminer-automodeler:8080 GO_ROUTING_EVENT_HOST_PORT=rapidminer-ui-event-tracking:8080 # DQ is not implemented yet - so currently it points to. GO_ROUTING_DQ_HOST_PORT_1=localhost # Docker's internal DNS server GO_ROUTING_RESOLVER=127.0.0.11 GO_ROUTING_SERVER_NAME=localhost GO_ROUTING_PROTOCOL=http # ############################################ # # GO RMID # # ############################################ # Use this profile set if you need rmid admin (user/pass is the default) #GO_RMID_SPRING_PROFILES_ACTIVE=db-postgresql,is-saml,on-prem,branding,is-db GO_RMID_SPRING_PROFILES_ACTIVE=db-postgresql,is-saml,on-prem,branding GO_RMID_FRONTEND_TRACKING_ENABLED=false GO_RMID_TOKEN_MAX_AGE=86400 GO_RMID_LOGIN_TYPE=LOGIN_TYPE_EXTERNAL GO_SSO_CLIENT_ID=urn:rapidminer:go GO_RMID_SAML_KEYSTORE_PASSWORD=bXlrZXlwYXNz GO_RMID_SAML_KEYSTORE_ALIAS=mykeyalias GO_RMID_JAVA_OPTIONS=-Xmx512M # ############################################ # # GO AUTOMODELER # # ############################################ GO_AUTOMODELER_SPRING_PROFILES_ACTIVE=db-postgresql,on-prem,branding # Maximal Data file size given in bytes upto 2GB GO_AUTOMODELER_SPRING_SERVLET_MULTIPART_MAX_FILE_SIZE=104857600 GO_AUTOMODELER_RMID_BASE_URL=http://rapidminer-automodel-rmid:8080 GO_AUTOMODELER_FRONTEND_TRACKING_ENABLED=true GO_AUTOMODELER_FILESTORE_MIN_ROW_LIMIT=50 GO_AUTOMODELER_EXECUTION_TASK_LIMIT_PER_USER=4 # Maximal size of RapidMiner result set given in MB GO_AUTOMODELER_EXECUTION_MAXIMUM_TOTAL_RESULT_SIZE=2000 GO_AUTOMODELER_DATA_IMPORT_MINIMUM_ATTRIBUTE_COUNT=2 GO_AUTOMODELER_DATA_IMPORT_MAXIMUM_ATTRIBUTE_COUNT=500 GO_AUTOMODELER_JAVA_OPTIONS=-Xmx2G # ############################################ # # GO JC # # ############################################ GO_JC_SPRING_PROFILES_ACTIVE=on-prem GO_AMQ_REST_URL=http://rapidminer-automodel-activemq:8161 GO_JC_JAVA_OPTIONS=-Xmx4G # ############################################ # # GO Event Tracking # # ############################################ GO_ET_JAVA_OPTIONS=-Xmx320M # ############################################ # # GO AMQ # # ############################################ GO_ACTIVEMQ_CONFIG_DEFAULTACCOUNT=false GO_ACTIVEMQ_ADMIN_LOGIN=admin GO_ACTIVEMQ_ADMIN_PASSWORD=admin GO_ACTIVEMQ_JMX_ADMIN_PASSWORD=admin GO_AMQ_MAXMEMORY=512 # ############################################ # # GO DB # # ############################################ GO_POSTGRES_PASSWORD=pgadminpass GO_POSTGRES_USER=pgadmin GO_AUTOMODELER_DB_USER=cookie GO_AUTOMODELER_DB_PASSWORD=cookiepass GO_AUTOMODELER_DB_NAME=cookie GO_AUTOMODELER_POSTGRES_INITDB_ARGS="--encoding UTF8 --locale=C /var/lib/postgresql/data" GO_RMID_DB_USER=rmid GO_RMID_DB_PASSWORD=rmid GO_RMID_DB_NAME=rmid # ############################################ # # Service overrides # - true/false - false means automatic detection # # ############################################ DEPLOYED_GRAFANA=false DEPLOYED_JUPYTERHUB=false DEPLOYED_LANDINGPAGE=false DEPLOYED_PLATFORMADMIN=false DEPLOYED_SERVER=false DEPLOYED_TOKENTOOL=false DEPLOYED_AUTOMODELER=false
The definition file (docker-compose.yml)
Notice that you can link directly to any of the services in the docker-compose file using the service name as an ID, for example #aihub-job-agent. You can also link to the #volumes and #networks.
- #proxy
- #letsencrypt
- #keycloak-db
- #keycloak
- #deployment-init
- #aihub-postgresql
- #aihub-frontend
- #aihub-activemq
- #aihub-backend
- #aihub-job-agent
- #platform-admin
- #scoring-agent
- #jupyterhub-db
- #jupyterhub
- #coding-environment-storage
- #grafana-init
- #grafana
- #grafana-proxy
- #tabgo-proxy
- #tabgo
- #landing-page
- #token-tool
- #rapidminer-automodel-routing
- #rapidminer-automodel-rmid
- #rapidminer-automodeler
- #rapidminer-automodel-job-container
- #rapidminer-ui-event-tracking
- #rapidminer-automodel-db
- #rapidminer-automodel-activemq
- #volumes
- #networks
version: "3.9"
services:
proxy:
image: "${REGISTRY}rapidminer-proxy:${PROXY_VERSION}"
hostname: proxy
restart: always
environment:
- UNPRIVILEGED_PORTS=${UNPRIVILEGED_PORTS}
- PROXY_DATA_UPLOAD_LIMIT=${PROXY_DATA_UPLOAD_LIMIT}
- SSO_PUBLIC_URL=${SSO_PUBLIC_URL}
- SSO_IDP_REALM=${SSO_IDP_REALM}
# Backends
- AIHUB_BACKEND=${AIHUB_BACKEND}
- AIHUB_FRONTEND=${AIHUB_FRONTEND}
- GO_BACKEND=${GO_BACKEND}
- GRAFANA_BACKEND=${GRAFANA_BACKEND}
- JUPYTERHUB_BACKEND=${JUPYTERHUB_BACKEND}
- KEYCLOAK_BACKEND=${KEYCLOAK_BACKEND}
- KIBANA_BACKEND=${KIBANA_BACKEND}
- LANDING_BACKEND=${LANDING_BACKEND}
- LETSENCRYPT_BACKEND=${LETSENCRYPT_BACKEND}
- METRICS_BACKEND=${METRICS_BACKEND}
- PLATFORM_ADMIN_BACKEND=${PLATFORM_ADMIN_BACKEND}
- SCORING_AGENT_BACKEND=${SCORING_AGENT_BACKEND}
- SCORING_AGENT_WEBUI_BACKEND=${SCORING_AGENT_WEBUI_BACKEND}
- STANDPY_BACKEND=${STANDPY_BACKEND}
- TOKEN_BACKEND=${TOKEN_BACKEND}
# Backend suffixes
- GRAFANA_URL_SUFFIX=${GRAFANA_URL_SUFFIX}
- JUPYTERHUB_URL_SUFFIX=${JUPYTERHUB_URL_SUFFIX}
- KIBANA_URL_SUFFIX=${KIBANA_URL_SUFFIX}
- METRICS_URL_SUFFIX=${METRICS_URL_SUFFIX}
- PLATFORM_ADMIN_URL_SUFFIX=${PLATFORM_ADMIN_URL_SUFFIX}
- SCORING_AGENT_URL_SUFFIX=${SCORING_AGENT_URL_SUFFIX}
- SCORING_AGENT_WEBUI_URL_SUFFIX=${SCORING_AGENT_WEBUI_URL_SUFFIX}
- STANDPY_URL_SUFFIX=${STANDPY_URL_SUFFIX}
- TOKEN_TOOL_URL_SUFFIX=${TOKEN_TOOL_URL_SUFFIX}
# Default Basic Auth Accesses
- METRICS_AUTH_BASIC_USER=${METRICS_AUTH_BASIC_USER}
- METRICS_AUTH_BASIC_PASS=${METRICS_AUTH_BASIC_PASS}
- SCORING_AGENT_BASIC_AUTH=${SCORING_AGENT_BASIC_AUTH}
- SCORING_AGENT_ADMIN_USER=${SCORING_AGENT_ADMIN_USER}
- SCORING_AGENT_ADMIN_PASSWORD=${SCORING_AGENT_ADMIN_PASSWORD}
# HTTPS settings
- ALLOW_LETSENCRYPT=${ALLOW_LETSENCRYPT}
- HTTPS_CRT_PATH=${HTTPS_CRT_PATH}
- HTTPS_KEY_PATH=${HTTPS_KEY_PATH}
- HTTPS_KEY_PASSWORD_FILE_PATH=${HTTPS_KEY_PASSWORD_FILE_PATH}
- HTTPS_DH_PATH=${HTTPS_DH_PATH}
- WAIT_FOR_DHPARAM=${WAIT_FOR_DHPARAM}
- DEBUG_CONF_INIT=${DEBUG_CONF_INIT}
ports:
- 0.0.0.0:80:80
- 0.0.0.0:443:443
networks:
go-proxy-net:
aliases:
- proxy
- ${PUBLIC_DOMAIN}
platform-int-net:
aliases:
- proxy
- ${PUBLIC_DOMAIN}
jupyterhub-user-net:
aliases:
- ${PUBLIC_DOMAIN}
volumes:
- ./ssl:/etc/nginx/ssl
- platform-admin-uploaded-vol:/rapidminer/platform-admin/uploaded/
profiles:
- proxy
- deployment-init
letsencrypt:
image: "${REGISTRY}rm-letsencrypt-client:${LETSENCRYPT_VERSION}"
hostname: letsencrypt
restart: always
environment:
- PUBLIC_URL=${PUBLIC_URL}
- LETSENCRYPT_HOME=/certificates/
- DOMAIN=${PUBLIC_URL}
- WEBMASTER_MAIL=${WEBMASTER_MAIL}
- TZ=${TZ}
networks:
platform-int-net:
aliases:
- letsencrypt
volumes:
- ./ssl:/etc/letsencrypt/
profiles:
- letsencrypt
keycloak-db:
image: "${REGISTRY}postgres-14:${KEYCLOAK_POSTGRES_VERSION}"
restart: always
hostname: keycloak-db
environment:
- POSTGRES_DB=${KEYCLOAK_DBSCHEMA}
- POSTGRES_USER=${KEYCLOAK_DBUSER}
- POSTGRES_PASSWORD=${KEYCLOAK_DBPASS}
- POSTGRES_INITDB_ARGS=${KEYCLOAK_POSTGRES_INITDB_ARGS}
volumes:
- keycloak-db-vol:/var/lib/postgresql/data
networks:
idp-db-net:
aliases:
- keycloak-db
profiles:
- keycloak
- deployment-init
keycloak:
image: "${REGISTRY}rapidminer-keycloak:${KEYCLOAK_VERSION}"
restart: always
hostname: keycloak
environment:
- KC_DB=postgres
- KC_DB_SCHEMA=public
- KC_DB_URL_HOST=keycloak-db
- KC_DB_URL_DATABASE=${KEYCLOAK_DBSCHEMA}
- KC_DB_USERNAME=${KEYCLOAK_DBUSER}
- KC_DB_PASSWORD=${KEYCLOAK_DBPASS}
- KC_FEATURES=${KC_FEATURES}
- KC_HOSTNAME=${PUBLIC_DOMAIN}
- KC_HOSTNAME_PATH=/auth
- KC_HTTP_RELATIVE_PATH=/auth
#- KC_HOSTNAME_PORT=8080
- KC_HOSTNAME_STRICT_BACKCHANNEL=${KC_HOSTNAME_STRICT_BACKCHANNEL}
- KC_HOSTNAME_STRICT=${KC_HOSTNAME_STRICT}
- KC_HOSTNAME_STRICT_HTTPS=${KC_HOSTNAME_STRICT_HTTPS}
- KEYCLOAK_ADMIN=${KEYCLOAK_USER}
- KEYCLOAK_ADMIN_PASSWORD=${KEYCLOAK_PASSWORD}
- KC_LOG_LEVEL=${KC_LOG_LEVEL}
- KC_PROXY=${KC_PROXY}
- KC_HTTP_ENABLED=${KC_HTTP_ENABLED}
depends_on:
- keycloak-db
- proxy
networks:
platform-int-net:
aliases:
- keycloak
idp-db-net:
aliases:
- keycloak
profiles:
- keycloak
- deployment-init
deployment-init:
image: "${REGISTRY}rapidminer-deployment-init:${INIT_VERSION}"
restart: "no"
hostname: deployment-init
depends_on:
- keycloak
- aihub-postgresql
environment:
- DEBUG=false
- SSO_INTERNAL_URL=${KEYCLOAK_BACKEND}
volumes:
- ./ssl:/tmp/ssl
- ./.env:/rapidminer/.env
- ./docker-compose.yml:/docker-compose.yml:ro
- keycloak-kcadm-vol:/rapidminer/.keycloak/
- deployed-services-vol:/rapidminer/deployed-services/
- ./go/saml/:/go/saml/
- ./go/licenses/:/go/licenses/
networks:
platform-int-net:
aliases:
- deployment-init
aihub-db-net:
aliases:
- deployment-init
profiles:
- deployment-init
aihub-postgresql:
image: "${REGISTRY}postgres-14:${AIHUB_POSTGRES_VERSION}"
hostname: aihub-postgresql
restart: always
environment:
- POSTGRES_DB=${AIHUB_DBSCHEMA}
- POSTGRES_USER=${AIHUB_DBUSER}
- POSTGRES_PASSWORD=${AIHUB_DBPASS}
- POSTGRES_INITDB_ARGS=${AIHUB_POSTGRES_INITDB_ARGS}
volumes:
- aihub-db-vol:/var/lib/postgresql/data
networks:
aihub-db-net:
aliases:
- aihub-postgresql
profiles:
- aihub-backend
- deployment-init
aihub-frontend:
image: ${REGISTRY}rapidminer-aihub-ui:${AIHUB_FRONTEND_VERSION}
hostname: aihub-frontend
restart: always
environment:
- REACT_APP_API_URL=${PUBLIC_URL}/api/v1/
- REACT_APP_KEYCLOAK_BASE_URL=${SSO_PUBLIC_URL}/auth
- REACT_APP_KEYCLOAK_REALM=${SSO_IDP_REALM}
- REACT_APP_KEYCLOAK_CLIENT_ID=${AIHUB_FRONTEND_SSO_CLIENT_ID}
- REACT_APP_KEYCLOAK_ON_LOAD=login-required
- REACT_APP_KEYCLOAK_SSL_REQUIRED=${SSO_SSL_REQUIRED}
depends_on:
- proxy
- aihub-backend
- keycloak
networks:
platform-int-net:
aliases:
- aihub-frontend
profiles:
- aihub-frontend
aihub-activemq:
image: ${REGISTRY}rapidminer-activemq-artemis:${ACTIVEMQ_VERSION}
hostname: aihub-activemq
restart: always
environment:
- BROKER_ACTIVEMQ_HOST=aihub-activemq
- BROKER_ACTIVEMQ_PORT=61616
- BROKER_ACTIVEMQ_USERNAME=${BROKER_ACTIVEMQ_USERNAME}
- BROKER_ACTIVEMQ_PASSWORD=${BROKER_ACTIVEMQ_PASSWORD}
- ARTEMIS_USERNAME=${BROKER_ACTIVEMQ_USERNAME}
- ARTEMIS_PASSWORD=${BROKER_ACTIVEMQ_PASSWORD}
networks:
platform-int-net:
aliases:
- aihub-activemq
profiles:
- aihub-activemq
volumes:
- activemq-artemis-vol:/var/lib/artemis/data
aihub-backend:
image: ${REGISTRY}rapidminer-aihub:${AIHUB_BACKEND_VERSION}
hostname: aihub-backend
restart: always
environment:
#- LOGGING_LEVEL_COM_RAPIDMINER=DEBUG
- DB_HOST=${AIHUB_DBHOST}
- DB_PORT=5432
- DB_NAME=${AIHUB_DBSCHEMA}
- DB_USER=${AIHUB_DBUSER}
- DB_PASSWORD=${AIHUB_DBPASS}
- KEYCLOAK_REALM=${SSO_IDP_REALM}
- AUTH_REALM=${SSO_IDP_REALM}
- KEYCLOAK_AUTH_SERVER_URL=${SSO_PUBLIC_URL}/auth
- KEYCLOAK_RESOURCE=${AIHUB_BACKEND_SSO_CLIENT_ID}
- KEYCLOAK_SSL_REQUIRED=${SSO_SSL_REQUIRED}
- AUTH_SERVICE_CLIENT_ID=${AIHUB_BACKEND_SSO_CLIENT_ID}
- AUTH_SERVICE_CLIENT_SECRET=${AIHUB_BACKEND_SSO_CLIENT_SECRET}
- BROKER_ACTIVEMQ_HOST=aihub-activemq
- BROKER_ACTIVEMQ_PORT=61616
- BROKER_ACTIVEMQ_USERNAME=${BROKER_ACTIVEMQ_USERNAME}
- BROKER_ACTIVEMQ_PASSWORD=${BROKER_ACTIVEMQ_PASSWORD}
- LICENSE_LICENSE=${LICENSE}
volumes:
- aihub-home-vol:/aihub/home
depends_on:
- aihub-postgresql
- aihub-activemq
networks:
jupyterhub-user-net:
aliases:
- aihub-backend
platform-int-net:
aliases:
- aihub-backend
aihub-db-net:
aliases:
- aihub-backend
profiles:
- aihub-backend
aihub-job-agent:
image: ${REGISTRY}rapidminer-jobagent:${JOBAGENT_VERSION}
hostname: aihub-job-agent
restart: always
environment:
#- LOGGING_LEVEL_COM_RAPIDMINER=DEBUG
- JOBAGENT_NAME=${JOBAGENT_NAME}
- JOBAGENT_AUTH_AUTH_SERVER_URL=${SSO_PUBLIC_URL}/auth
- JOBAGENT_AUTH_REALM=${SSO_IDP_REALM}
- JOBAGENT_AUTH_SERVICE_CLIENT_ID=${JOBAGENT_SSO_CLIENT_ID}
- JOBAGENT_AUTH_SERVICE_CLIENT_SECRET=${JOBAGENT_SSO_CLIENT_SECRET}
- JOBAGENT_QUEUE_ACTIVEMQ_USERNAME=${BROKER_ACTIVEMQ_USERNAME}
- JOBAGENT_QUEUE_ACTIVEMQ_PASSWORD=${BROKER_ACTIVEMQ_PASSWORD}
- BROKER_ACTIVEMQ_HOST=aihub-activemq
- BROKER_ACTIVEMQ_PORT=61616
- BROKER_ACTIVEMQ_USERNAME=${BROKER_ACTIVEMQ_USERNAME}
- BROKER_ACTIVEMQ_PASSWORD=${BROKER_ACTIVEMQ_PASSWORD}
- AIHUB_CONNECTION_PROTOCOL=http
- AIHUB_CONNECTION_HOST=aihub-backend
- AIHUB_CONNECTION_PORT=8080
- JOBAGENT_CONTAINER_COUNT=${JOBAGENT_CONTAINER_COUNT}
- JOBAGENT_JOB_QUEUE=${JOBAGENT_JOB_QUEUE}
- JOBAGENT_CONTAINER_MEMORYLIMIT=${JOBAGENT_CONTAINER_MEMORYLIMIT}
- TZ=${TZ}
volumes:
- coding-shared-vol:/opt/coding-shared/:ro
- job-agent-vol:/jobagent/home
depends_on:
- aihub-backend
- aihub-activemq
networks:
platform-int-net:
aliases:
- aihub-job-agent
profiles:
- aihub-job-agent
platform-admin:
image: "${REGISTRY}rapidminer-platform-admin-webui:${PLATFORM_ADMIN_VERSION}"
hostname: platform-admin
restart: always
environment:
- PLATFORM_ADMIN_URL_SUFFIX=${PLATFORM_ADMIN_URL_SUFFIX}
- PLATFORM_ADMIN_DATA_UPLOAD_LIMIT=${PROXY_DATA_UPLOAD_LIMIT}
- SCORING_AGENT_URL_SUFFIX=${SCORING_AGENT_URL_SUFFIX}
- SCORING_AGENT_BACKEND=${SCORING_AGENT_BACKEND}
- SSO_PUBLIC_URL=${SSO_PUBLIC_URL}
- SSO_IDP_REALM=${SSO_IDP_REALM}
- SSO_CLIENT_ID=${PLATFORM_ADMIN_SSO_CLIENT_ID}
- SSO_CLIENT_SECRET=${PLATFORM_ADMIN_SSO_CLIENT_SECRET}
- PLATFORM_ADMIN_DISABLE_PYTHON=${PLATFORM_ADMIN_DISABLE_PYTHON}
- PLATFORM_ADMIN_DISABLE_RTS=${PLATFORM_ADMIN_DISABLE_RTS}
- DEBUG=false
- CES_VERSION=${CES_VERSION}
volumes:
- platform-admin-uploaded-vol:/var/www/html/uploaded/
networks:
jupyterhub-user-net:
aliases:
- platform-admin
platform-int-net:
aliases:
- platform-admin
coding-environment-storage-net:
aliases:
- platform-admin
profiles:
- platform-admin
scoring-agent:
image: "${REGISTRY}rapidminer-scoringagent:${SCORING_AGENT_VERSION}"
hostname: scoring-agent
restart: always
environment:
- WAIT_FOR_LICENSES=${WAIT_FOR_LICENSES}
- TZ=${TZ}
- CES_VERSION=${CES_VERSION}
- INIT_SHARED_CONDA_SETTINGS=true
- SPRING_PROFILES_ACTIVE=${SCORING_AGENT_SPRING_PROFILES_ACTIVE}
- SCORING_AGENT_ENABLE_SERVER_LICENSE=${SCORING_AGENT_ENABLE_SERVER_LICENSE}
- LICENSE_LICENSE=${LICENSE}
- DEBUG=false
volumes:
- scoring-agent-vol:/scoring-agent/home
- coding-shared-vol:/opt/coding-shared/:ro
networks:
platform-int-net:
aliases:
- scoring-agent
profiles:
- scoring-agent
jupyterhub-db:
image: ${REGISTRY}rapidminer-jupyterhub-postgres:${JUPYTERHUB_VERSION}
hostname: jupyterhub-db
restart: always
environment:
- POSTGRESQL_DATABASE=${JUPYTERHUB_DBSCHEMA}
- POSTGRESQL_USER=${JUPYTERHUB_DBUSER}
- POSTGRESQL_PASSWORD=${JUPYTERHUB_DBPASS}
- POSTGRES_INITDB_ARGS=${JUPYTERHUB_POSTGRES_INITDB_ARGS}
volumes:
- jupyterhub-db-vol:/var/lib/postgresql/data
networks:
jupyterhub-user-net:
aliases:
- jupyterhub-db
profiles:
- jupyter
jupyterhub:
image: "${REGISTRY}rapidminer-jupyterhub-jupyterhub:${JUPYTERHUB_VERSION}"
hostname: jupyterhub
restart: always
environment:
- JUPYTERHUB_VERSION=${JUPYTERHUB_VERSION}
- AIHUB_BACKEND=${AIHUB_BACKEND}
- JUPYTERHUB_DBHOST=${JUPYTERHUB_DBHOST}
- JUPYTERHUB_DBSCHEMA=${JUPYTERHUB_DBSCHEMA}
- JUPYTERHUB_DBUSER=${JUPYTERHUB_DBUSER}
- JUPYTERHUB_DBPASS=${JUPYTERHUB_DBPASS}
- JUPYTERHUB_HOSTNAME=${JUPYTERHUB_HOSTNAME}
- JUPYTERHUB_CRYPT_KEY=${JUPYTERHUB_CRYPT_KEY}
- JUPYTERHUB_DEBUG=${JUPYTERHUB_DEBUG}
- JUPYTERHUB_TOKEN_DEBUG=${JUPYTERHUB_TOKEN_DEBUG}
- JUPYTERHUB_PROXY_DEBUG=${JUPYTERHUB_PROXY_DEBUG}
- JUPYTERHUB_DB_DEBUG=${JUPYTERHUB_DB_DEBUG}
- JUPYTERHUB_SPAWNER_DEBUG=${JUPYTERHUB_SPAWNER_DEBUG}
- JUPYTERHUB_STACK_NAME=${JUPYTERHUB_STACK_NAME}
- PUBLIC_URL=${PUBLIC_URL}
- JUPYTERHUB_URL_SUFFIX=${JUPYTERHUB_URL_SUFFIX}
- SSO_PUBLIC_URL=${SSO_PUBLIC_URL}
- SSO_IDP_REALM=${SSO_IDP_REALM}
- SSO_CLIENT_ID=${JUPYTERHUB_SSO_CLIENT_ID}
- SSO_CLIENT_SECRET=${JUPYTERHUB_SSO_CLIENT_SECRET}
- JUPYTERHUB_SPAWNER=${JUPYTERHUB_SPAWNER}
- JUPYTERHUB_API_PROTOCOL=${JUPYTERHUB_API_PROTOCOL}
- JUPYTERHUB_API_HOSTNAME=${JUPYTERHUB_API_HOSTNAME}
- JUPYTERHUB_PROXY_PORT=${JUPYTERHUB_PROXY_PORT}
- JUPYTERHUB_API_PORT=${JUPYTERHUB_API_PORT}
- JUPYTERHUB_APP_PORT=${JUPYTERHUB_APP_PORT}
# - JUPYTERHUB_CUSTOM_CA_CERTS=${JUPYTERHUB_CUSTOM_CA_CERTS}
- JUPYTERHUB_DOCKER_DISABLE_NOTEBOOK_IMAGE_PULL_AT_STARTUP=${JUPYTERHUB_DOCKER_DISABLE_NOTEBOOK_IMAGE_PULL_AT_STARTUP}
- SSO_USERNAME_KEY=preferred_username
- SSO_RESOURCE_ACCESS_KEY=resource_access
- JUPYTERHUB_DEFAULT_ENV_NAME=aihub-${JUPYTERHUB_VERSION}-python
# Notebook
# kubespawner
# - JUPYTERHUB_NOTEBOOK_KUBERNETES_NAMESPACE=${JUPYTERHUB_NOTEBOOK_KUBERNETES_NAMESPACE}
# - JUPYTERHUB_NOTEBOOK_KUBERNETES_NODE_SELECTOR_NAME=${JUPYTERHUB_NOTEBOOK_KUBERNETES_NODE_SELECTOR_NAME}
# - JUPYTERHUB_NOTEBOOK_KUBERNETES_NODE_SELECTOR_VALUE=${JUPYTERHUB_NOTEBOOK_KUBERNETES_NODE_SELECTOR_VALUE}
# - JUPYTERHUB_NOTEBOOK_HOME_KUBERNETES_STORAGE_ACCESS_MODE=${JUPYTERHUB_NOTEBOOK_HOME_KUBERNETES_STORAGE_ACCESS_MODE}
# - JUPYTERHUB_NOTEBOOK_HOME_KUBERNETES_STORAGE_CAPACITY=${JUPYTERHUB_NOTEBOOK_HOME_KUBERNETES_STORAGE_CAPACITY}
# - JUPYTERHUB_NOTEBOOK_HOME_KUBERNETES_STORAGE_CLASS=${JUPYTERHUB_NOTEBOOK_HOME_KUBERNETES_STORAGE_CLASS}
# - JUPYTERHUB_NOTEBOOK_IMAGE_PULL_SECRET=${JUPYTERHUB_NOTEBOOK_IMAGE_PULL_SECRET}
# - JUPYTERHUB_NOTEBOOK_SHARED_ENV_VOLUME_NAME_KUBESPAWNER=${JUPYTERHUB_NOTEBOOK_SHARED_ENV_VOLUME_NAME_KUBESPAWNER}
# - JUPYTERHUB_NOTEBOOK_SHARED_ENV_VOLUME_SUBPATH_KUBESPAWNER=${JUPYTERHUB_NOTEBOOK_SHARED_ENV_VOLUME_SUBPATH_KUBESPAWNER}
- DOCKER_NOTEBOOK_IMAGE=${JUPYTERHUB_NOTEBOOK_IMAGE}
- JUPYTERHUB_NOTEBOOK_VERSION=${JUPYTERHUB_NOTEBOOK_VERSION}
- JUPYTERHUB_NOTEBOOK_SSO_NB_UID_KEY=${JUPYTERHUB_NOTEBOOK_SSO_NB_UID_KEY}
- JUPYTERHUB_NOTEBOOK_SSO_NB_GID_KEY=${JUPYTERHUB_NOTEBOOK_SSO_NB_GID_KEY}
- JUPYTERHUB_NOTEBOOK_SSO_CUSTOM_BIND_MOUNTS_KEY=${JUPYTERHUB_NOTEBOOK_SSO_CUSTOM_BIND_MOUNTS_KEY}
- JUPYTERHUB_NOTEBOOK_CUSTOM_BIND_MOUNTS=${JUPYTERHUB_NOTEBOOK_CUSTOM_BIND_MOUNTS}
- JUPYTERHUB_NOTEBOOK_CPU_LIMIT=${JUPYTERHUB_NOTEBOOK_CPU_LIMIT}
- JUPYTERHUB_NOTEBOOK_MEM_LIMIT=${JUPYTERHUB_NOTEBOOK_MEM_LIMIT}
- JUPYTERHUB_NOTEBOOK_SHARED_ENV_VOLUME_NAME_DOCKERSPAWNER=${JUPYTERHUB_NOTEBOOK_SHARED_ENV_VOLUME_NAME_DOCKERSPAWNER}
volumes:
- /var/run/docker.sock:/var/run/docker.sock:rw
depends_on:
- jupyterhub-db
networks:
platform-int-net:
aliases:
- jupyterhub
jupyterhub-user-net:
aliases:
- jupyterhub
profiles:
- jupyter
coding-environment-storage:
image: "${REGISTRY}rapidminer-coding-environment-storage:${CES_VERSION}"
hostname: coding-environment-storage
restart: always
environment:
- PLATFORM_ADMIN_BACKEND=${PLATFORM_ADMIN_BACKEND}
- PLATFORM_ADMIN_SYNC_DEBUG=False
networks:
coding-environment-storage-net:
aliases:
- coding-environment-storage
depends_on:
- platform-admin
volumes:
- coding-shared-vol:/opt/coding-shared/
profiles:
- ces
grafana-init:
image: "${REGISTRY}rapidminer-grafana-init:${GRAFANA_UTILS_VERSION}"
restart: "no"
volumes:
- grafana-home-vol:/var/lib/grafana
- grafana-provisioning:/etc/grafana/provisioning
profiles:
- grafana
grafana:
image: "${OFFICIAL_GRAFANA_IMAGE}"
hostname: grafana
restart: always
environment:
- GF_PATHS_DATA=${GF_PATHS_DATA:-/var/lib/grafana/aihub}
- GF_PATHS_PLUGINS=${GF_PATHS_PLUGINS:-/var/lib/grafana/aihub/plugins}
- GF_AUTH_GENERIC_OAUTH_AUTH_URL=${GF_AUTH_GENERIC_OAUTH_AUTH_URL}
- GF_AUTH_GENERIC_OAUTH_TOKEN_URL=${GF_AUTH_GENERIC_OAUTH_TOKEN_URL}
- GF_AUTH_GENERIC_OAUTH_API_URL=${GF_AUTH_GENERIC_OAUTH_API_URL}
- GF_AUTH_GENERIC_OAUTH_CLIENT_SECRET=${GF_AUTH_GENERIC_OAUTH_CLIENT_SECRET}
- GF_AUTH_SIGNOUT_REDIRECT_URL=${GF_AUTH_SIGNOUT_REDIRECT_URL}
- GF_SERVER_ROOT_URL=${GF_SERVER_ROOT_URL}
- GF_USERS_DEFAULT_THEME=${GF_USERS_DEFAULT_THEME:-light}
- GF_PANELS_DISABLE_SANITIZE_HTML=${GF_PANELS_DISABLE_SANITIZE_HTML:-true}
- GF_SERVER_SERVE_FROM_SUB_PATH=${GF_SERVER_SERVE_FROM_SUB_PATH:-true}
- GF_AUTH_DISABLE_LOGIN_FORM=${GF_AUTH_DISABLE_LOGIN_FORM:-true}
- GF_AUTH_OAUTH_AUTO_LOGIN=${GF_AUTH_OAUTH_AUTO_LOGIN:-true}
- GF_AUTH_BASIC_ENABLED=${GF_AUTH_BASIC_ENABLED:-false}
- GF_AUTH_GENERIC_OAUTH_ENABLED=${GF_AUTH_GENERIC_OAUTH_ENABLED:-true}
- GF_AUTH_GENERIC_OAUTH_ALLOW_SIGN_UP=${GF_AUTH_GENERIC_OAUTH_ALLOW_SIGN_UP:-true}
- GF_AUTH_GENERIC_OAUTH_CLIENT_ID=${GF_AUTH_GENERIC_OAUTH_CLIENT_ID:-grafana}
- GF_USERS_EXTERNAL_MANAGE_LINK_NAME=${GF_USERS_EXTERNAL_MANAGE_LINK_NAME:-false}
- GF_AUTH_GENERIC_OAUTH_ROLE_ATTRIBUTE_PATH=${GF_AUTH_GENERIC_OAUTH_ROLE_ATTRIBUTE_PATH:-contains(grafana_roles[*], 'admin') && 'Admin' || contains(grafana_roles[*], 'editor') && 'Editor' || 'Viewer'}
- GF_PLUGINS_ALLOW_LOADING_UNSIGNED_PLUGINS=${GF_PLUGINS_ALLOW_LOADING_UNSIGNED_PLUGINS:-rapidminer-aihub-datasource}
- GF_AUTH_GENERIC_OAUTH_SCOPES=${GF_AUTH_GENERIC_OAUTH_SCOPES:-email}
- TZ=${TZ}
volumes:
- grafana-home-vol:/var/lib/grafana
- grafana-provisioning:/etc/grafana/provisioning
depends_on:
grafana-proxy:
condition: service_started
grafana-init:
condition: service_completed_successfully
networks:
platform-int-net:
aliases:
- grafana
profiles:
- grafana
grafana-proxy:
image: "${REGISTRY}rapidminer-grafana-proxy:${GRAFANA_UTILS_VERSION}"
hostname: grafana-proxy
restart: always
environment:
- AIHUB_BACKEND_INTERNAL_URL=${AIHUB_BACKEND_INTERNAL_URL}
# Comma spearated list of RTSA URLs (http://scoring-agent:8090,https://scoring-agent-2:8888)
- GRAFANA_SCORING_AGENT_BACKENDS=${GRAFANA_SCORING_AGENT_BACKENDS}
- GRAFANA_PROXY_LOGGING_LEVEL=${GRAFANA_PROXY_LOGGING_LEVEL}
- LOG_RESPONSE_DATA=${GRAFANA_PROXY_LOG_RESPONSE_DATA}
depends_on:
- aihub-backend
networks:
platform-int-net:
aliases:
- grafana-proxy
profiles:
- grafana
tabgo-proxy:
image: "${REGISTRY}rapidminer-tabgo-proxy:${TABGO_VERSION}"
hostname: tabgo-proxy
restart: always
environment:
- HTTPS_CRT_PATH=${HTTPS_CRT_PATH}
- HTTPS_KEY_PATH=${HTTPS_KEY_PATH}
- TABGO_BACKEND=${TABGO_BACKEND}
- TABGO_PORT=${TABGO_PORT}
ports:
- 0.0.0.0:${TABGO_PROXY_PORT}:443
volumes:
- ./ssl:/etc/nginx/ssl
networks:
platform-int-net:
aliases:
- tabgo-proxy
profiles:
- tabgo
tabgo:
image: "${REGISTRY}rapidminer-tabgo:${TABGO_VERSION}"
restart: always
hostname: tabgo
environment:
- TABGO_MAX_MEMORY=${TABGO_MAX_MEMORY}
- TABGO_RMS_HOSTNAME=${AIHUB_BACKEND_INTERNAL_URL}
- TABGO_GO_HOSTNAME=${PUBLIC_URL}
- TABGO_SMALL_REQUEST_LIMIT=${TABGO_SMALL_REQUEST_LIMIT}
- TABGO_SMALL_REQUEST_INTERVAL=${TABGO_SMALL_REQUEST_INTERVAL}
- TABGO_LOG_LEVEL=${TABGO_LOG_LEVEL}
- _JAVA_OPTIONS=${TABGO_JAVA_OPTIONS}
networks:
platform-int-net:
aliases:
- tabgo
profiles:
- tabgo
landing-page:
image: "${REGISTRY}rapidminer-deployment-landing-page:${LANDING_PAGE_VERSION}"
restart: always
hostname: landing-page
environment:
- SSO_PUBLIC_URL=${SSO_PUBLIC_URL}
- SSO_IDP_REALM=${SSO_IDP_REALM}
- SSO_CLIENT_ID=${LANDING_PAGE_SSO_CLIENT_ID}
- SSO_CLIENT_SECRET=${LANDING_PAGE_SSO_CLIENT_SECRET}
- DEBUG=${LANDING_PAGE_DEBUG}
volumes:
- landing-page-vol:/var/www/html/uploaded/
- deployed-services-vol:/rapidminer/deployed-services/
networks:
platform-int-net:
aliases:
- landing-page
profiles:
- landing-page
token-tool:
image: "${REGISTRY}rapidminer-deployment-landing-page:${LANDING_PAGE_VERSION}"
restart: always
hostname: token-tool
environment:
- PUBLIC_URL=${PUBLIC_URL}
- SSO_PUBLIC_URL=${SSO_PUBLIC_URL}
- SSO_IDP_REALM=${SSO_IDP_REALM}
- SSO_CLIENT_ID=${TOKEN_TOOL_SSO_CLIENT_ID}
- SSO_CLIENT_SECRET=${TOKEN_TOOL_SSO_CLIENT_SECRET}
- DEBUG=${TOKEN_TOOL_DEBUG}
- SSO_CUSTOM_SCOPE=openid offline_access
- CUSTOM_URL_SUFFIX=${TOKEN_TOOL_URL_SUFFIX}
- CUSTOM_CONTENT=get-token
volumes:
- token-tool-vol:/var/www/html/uploaded/
networks:
platform-int-net:
aliases:
- token-tool
profiles:
- token-tool
# ###############################################
#
# RapidMiner GO
#
# ###############################################
# Frontend and API router
rapidminer-automodel-routing:
image: "rapidminer/rapidminer-automodel-routing:${GO_IMAGE_TAG_ROUTING}"
hostname: rapidminer-automodel-routing
environment:
RMID_HOST_PORT_1: ${GO_ROUTING_RMID_HOST_PORT_1}
AM_HOST_PORT_1: ${GO_ROUTING_AM_HOST_PORT_1}
EVENT_HOST_PORT: ${GO_ROUTING_EVENT_HOST_PORT}
DQ_HOST_PORT_1: ${GO_ROUTING_DQ_HOST_PORT_1}
RESOLVER: ${GO_ROUTING_RESOLVER}
SERVER_NAME: ${GO_ROUTING_SERVER_NAME}
PROTOCOL: ${GO_ROUTING_PROTOCOL}
depends_on:
- rapidminer-automodeler
- rapidminer-automodel-rmid
restart: always
networks:
go-proxy-net:
aliases:
- rapidminer-automodel-routing
go-int-net:
aliases:
- rapidminer-automodel-routing
profiles:
- go
rapidminer-automodel-rmid:
image: "rapidminer/rapidminer-automodel-rmid:${GO_IMAGE_TAG_RMID}"
hostname: rapidminer-automodel-rmid
environment:
SPRING_PROFILES_ACTIVE: ${GO_RMID_SPRING_PROFILES_ACTIVE}
DB_HOST: ${GO_DB_HOST}
DB_USER: ${GO_RMID_DB_USER}
DB_PASSWORD: ${GO_RMID_DB_PASSWORD}
DB_NAME: ${GO_RMID_DB_NAME}
_JAVA_OPTIONS: ${GO_RMID_JAVA_OPTIONS}
BASE_URL: ${PUBLIC_URL}
AUTH_SECRET: ${GO_AUTH_SECRET}
RMID_FRONTEND_TRACKING_ENABLED: ${GO_RMID_FRONTEND_TRACKING_ENABLED}
TOKEN_MAX_AGE: ${GO_RMID_TOKEN_MAX_AGE}
LOGIN_TYPE: ${GO_RMID_LOGIN_TYPE}
SAML_ENTITY_ID: ${GO_SSO_CLIENT_ID}
SAML_KEYSTORE_PASSWORD: ${GO_RMID_SAML_KEYSTORE_PASSWORD}
SAML_KEYSTORE_ALIAS: ${GO_RMID_SAML_KEYSTORE_ALIAS}
RMID_FRONTEND_AUTO_LOGIN: "true"
AM_BASE_URL: http://rapidminer-automodeler:8080
healthcheck:
test: ["CMD", "curl", "-f", "http://localhost:8080/rmid/system/health"]
restart: always
volumes:
- ./go/saml:/rapidminer-automodel-rmid/saml
- ./go/branding/rmid:/rapidminer-automodeler/branding
depends_on:
- rapidminer-automodel-db
networks:
go-int-net:
aliases:
- rapidminer-automodel-rmid
profiles:
- go
rapidminer-automodeler:
image: "rapidminer/rapidminer-automodeler:${GO_IMAGE_TAG_AM}"
hostname: rapidminer-automodeler
environment:
SPRING_PROFILES_ACTIVE: ${GO_AUTOMODELER_SPRING_PROFILES_ACTIVE}
SPRING_SERVLET_MULTIPART_MAX_FILE_SIZE: ${GO_AUTOMODELER_SPRING_SERVLET_MULTIPART_MAX_FILE_SIZE}
_JAVA_OPTIONS: ${GO_AUTOMODELER_JAVA_OPTIONS}
DB_HOST: ${GO_DB_HOST}
DB_USER: ${GO_AUTOMODELER_DB_USER}
DB_PASSWORD: ${GO_AUTOMODELER_DB_PASSWORD}
DB_NAME: ${GO_AUTOMODELER_DB_NAME}
BASE_URL: ${PUBLIC_URL}
RMID_BASE_URL: ${GO_AUTOMODELER_RMID_BASE_URL}
DQ_BASE_URL: ${GO_AUTOMODELER_RMID_BASE_URL}
AMQ_URL: ${GO_AMQ_URL}
AMQ_USERNAME: ${GO_ACTIVEMQ_ADMIN_LOGIN}
AMQ_PASSWORD: ${GO_ACTIVEMQ_ADMIN_PASSWORD}
AUTH_SECRET: ${GO_AUTH_SECRET}
AUTOMODELER_DEPLOYMENT_TIME_SERIES_ENABLED: 'true'
AUTOMODELER_FRONTEND_TRACKING_ENABLED: ${GO_AUTOMODELER_FRONTEND_TRACKING_ENABLED}
AUTOMODELER_FILESTORE_MIN_ROW_LIMIT: ${GO_AUTOMODELER_FILESTORE_MIN_ROW_LIMIT}
AUTOMODELER_EXECUTION_TASK_LIMIT_PER_USER: ${GO_AUTOMODELER_EXECUTION_TASK_LIMIT_PER_USER}
AUTOMODELER_EXECUTION_QUEUE_LIMIT_PER_USER: ${GO_JOB_CONTAINERS}
AUTOMODELER_EXECUTION_MAXIMUM_TOTAL_RESULT_SIZE: ${GO_AUTOMODELER_EXECUTION_MAXIMUM_TOTAL_RESULT_SIZE}
AUTOMODELER_DATA_IMPORT_MINIMUM_ATTRIBUTE_COUNT: ${GO_AUTOMODELER_DATA_IMPORT_MINIMUM_ATTRIBUTE_COUNT}
AUTOMODELER_DATA_IMPORT_MAXIMUM_ATTRIBUTE_COUNT: ${GO_AUTOMODELER_DATA_IMPORT_MAXIMUM_ATTRIBUTE_COUNT}
JOB_QUEUE: ${GO_JOB_QUEUE}
JOB_STATUS_QUEUE: ${GO_JOB_STATUS_QUEUE}
JOB_COMMAND_TOPIC: ${GO_JOB_COMMAND_TOPIC}
volumes:
- rapidminer_automodel_shared:/rapidminer-automodeler/shared
- ./go/licenses:/rapidminer-automodeler/shared/licenses
- ./go/branding/am:/rapidminer-automodeler/branding
healthcheck:
test: ["CMD", "curl", "-f", "http://localhost:8080/am/system/health"]
restart: always
depends_on:
- rapidminer-automodel-activemq
- rapidminer-automodel-db
networks:
go-int-net:
aliases:
- rapidminer-automodeler
profiles:
- go
rapidminer-automodel-job-container:
image: "rapidminer/rapidminer-automodel-job-container:${GO_IMAGE_TAG_JC}"
hostname: rapidminer-automodel-job-container
environment:
# Be aware that additional env vars might be set in Dockerfile
# (e.g. JOBCONTAINER_BASEDIR: /rapidminer-automodel-job-container)
SPRING_PROFILES_ACTIVE: ${GO_JC_SPRING_PROFILES_ACTIVE}
_JAVA_OPTIONS: ${GO_JC_JAVA_OPTIONS}
JOB_QUEUE: ${GO_JOB_QUEUE}
JOB_STATUS_QUEUE: ${GO_JOB_STATUS_QUEUE}
JOB_COMMAND_TOPIC: ${GO_JOB_COMMAND_TOPIC}
AMQ_URL: ${GO_AMQ_URL}
AMQ_REST_URL: ${GO_AMQ_REST_URL}
AMQ_USERNAME: ${GO_ACTIVEMQ_ADMIN_LOGIN}
AMQ_PASSWORD: ${GO_ACTIVEMQ_ADMIN_PASSWORD}
volumes:
- rapidminer_automodel_shared:/rapidminer-automodel-job-container/shared
- ./go/licenses:/rapidminer-automodel-job-container/shared/licenses
depends_on:
- rapidminer-automodeler
restart: always
networks:
go-int-net:
aliases:
- rapidminer-automodel-job-container
profiles:
- go
rapidminer-ui-event-tracking:
image: "rapidminer/rapidminer-ui-event-tracking:${GO_IMAGE_TAG_ET}"
hostname: rapidminer-ui-event-tracking
environment:
_JAVA_OPTIONS: ${GO_ET_JAVA_OPTIONS}
DB_HOST: ${GO_DB_HOST}
DB_USER: ${GO_AUTOMODELER_DB_USER}
DB_PASSWORD: ${GO_AUTOMODELER_DB_PASSWORD}
DB_NAME: ${GO_AUTOMODELER_DB_NAME}
depends_on:
- rapidminer-automodeler
restart: always
networks:
go-int-net:
aliases:
- rapidminer-ui-event-tracking
profiles:
- go
rapidminer-automodel-db:
image: "${REGISTRY}postgres-9.6:${GO_IMAGE_TAG_POSTGRES}"
hostname: rapidminer-automodel-db
volumes:
- rapidminer_automodel_dbdata:/var/lib/postgresql/data
- ./go/docker-entrypoint-initdb.d:/docker-entrypoint-initdb.d
networks:
go-int-net:
aliases:
- rapidminer-automodel-db
environment:
AUTOMODELER_DB_USER: ${GO_AUTOMODELER_DB_USER}
AUTOMODELER_DB_PASSWORD: ${GO_AUTOMODELER_DB_PASSWORD}
AUTOMODELER_DB_NAME: ${GO_AUTOMODELER_DB_NAME}
RMID_DB_USER: ${GO_RMID_DB_USER}
RMID_DB_PASSWORD: ${GO_RMID_DB_PASSWORD}
RMID_DB_NAME: ${GO_RMID_DB_NAME}
POSTGRES_PASSWORD: ${GO_POSTGRES_PASSWORD}
POSTGRES_USER: ${GO_POSTGRES_USER}
POSTGRES_INITDB_ARGS: ${GO_AUTOMODELER_POSTGRES_INITDB_ARGS}
profiles:
- go
#ports:
# - "5432:5432"
rapidminer-automodel-activemq:
image: "webcenter/activemq:5.14.3"
hostname: rapidminer-automodel-activemq
environment:
ACTIVEMQ_CONFIG_DEFAULTACCOUNT: ${GO_ACTIVEMQ_CONFIG_DEFAULTACCOUNT}
ACTIVEMQ_ADMIN_LOGIN: ${GO_ACTIVEMQ_ADMIN_LOGIN}
ACTIVEMQ_ADMIN_PASSWORD: ${GO_ACTIVEMQ_ADMIN_PASSWORD}
ACTIVEMQ_JMX_ADMIN_PASSWORD: ${GO_ACTIVEMQ_ADMIN_PASSWORD}
ACTIVEMQ_JMX_ADMIN_ROLE: readwrite
ACTIVEMQ_GROUPS_owners: 'admin'
ACTIVEMQ_CONFIG_MAXMEMORY: ${GO_AMQ_MAXMEMORY}
volumes:
- ./go/activemq.xml:/opt/activemq/conf/activemq.xml
networks:
go-int-net:
aliases:
- rapidminer-automodel-activemq
profiles:
- go
#ports:
# - "8161:8161"
# - "61616:61616"
# - "61613:61613"
volumes:
aihub-db-vol:
aihub-home-vol:
job-agent-vol:
platform-admin-uploaded-vol:
scoring-agent-vol:
jupyterhub-db-vol:
grafana-home-vol:
grafana-provisioning:
keycloak-db-vol:
keycloak-kcadm-vol:
landing-page-vol:
token-tool-vol:
deployed-services-vol:
coding-shared-vol:
name: ${JUPYTERHUB_NOTEBOOK_SHARED_ENV_VOLUME_NAME_DOCKERSPAWNER}
rapidminer_automodel_dbdata:
rapidminer_automodel_shared:
activemq-artemis-vol:
networks:
platform-int-net:
idp-db-net:
aihub-db-net:
coding-environment-storage-net:
jupyterhub-user-net:
name: jupyterhub-user-net-${JUPYTERHUB_STACK_NAME}
go-int-net:
go-proxy-net: