abhioncbr / Docker Superset
Licence: other
Repository for Docker Image of Apache-Superset. [Docker Image: https://hub.docker.com/r/abhioncbr/docker-superset]
Stars: ✭ 86
Programming Languages
shell
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Inviting contributors for enhancing & maintaing the project.
docker-superset
Repository for building Docker container of Apache Superset.
- For understanding & knowing more about Superset, please follow Official website and
- Similarly, for Docker follow curated list of resources.
Images
Image | Pulls | Tags |
---|---|---|
abhioncbr/docker-superset | tags |
Superset components stack
- Enhanced/Modified version of the docker container of apache-superset.
- Superset version: Notation for representing version
X.YY.ZZzzz
which means either- 0.36.0
- 0.35.0, 0.35.1
- 0.34.0, 0.34.0rc1
- latest, 0.32.0rc2
- 0.29.0rc8, 0.29.0rc7, 0.29.0rc5, 0.29.0rc4
- 0.28.1, 0.28.0
- Backend database: MySQL
- SqlLabs query async mode: Celery
- Task queue & query cache: Redis
- Image contains all database plugin dependencies and elastic-search
Superset ports
- superset portal port: 8088
- superset celery flower port: 5555
Silent features of the docker image
- multiple ways to start a container, i.e. either by using
docker-compose
or by usingdocker run
command. - superset all components, i.e. web application, celery worker, celery flower UI can run in the same container or in different containers.
- container first run sets required database along with examples and the Fabmanager user account with credentials
username: admin & password: admin
. - superset config file i.e superset_config.py should be mounted to the container. No need to rebuild image for changing configurations.
- the default configuration uses MySQL as a Superset metadata database and Redis as a cache & celery broker.
- starting the container using
docker-compose
will start three containers.mysql5.7
as the database,redis3.4
as a cache & celery broker and superset container.- expects multiple environment variables defined in docker-compose.yml file. Default environment variables are present in file
.env
. - override default environment variables either by editing
.env
file or passing through commands likeSUPERSET_ENV
. - permissible value of
SUPERSET_ENV
can be eitherlocal
orprod
. - in
local
mode one celery worker and superset flask-based superset web application run. - in
prod
mode two celery workers and Gunicorn based superset web application run.
- expects multiple environment variables defined in docker-compose.yml file. Default environment variables are present in file
- starting container using
docker run
can be a used for complete distributed setup, requires database & Redis URL for startup.- single or multiple server(using load balancer) container can be spawned. In the server, Gunicorn based superset web application runs.
- multiple celery workers container running on same or different machines. In worker, celery worker & flower UI runs.
How to build the image
-
DockerFile uses
superset-version
as abuild-arg
, for example:0.28.0
or0.29.0rc4
- build image using
docker build
commanddocker build -t abhioncbr/docker-superset:<version-tag> --build-arg SUPERSET_VERSION=<superset-version> -f ~/docker-superset/docker-files/Dockerfile .
How to run using Kitmatic
- Simplest way for exploration purpose, using Kitematic(Run containers through a simple, yet powerful graphical user interface.)
-
Search abhioncbr/docker-superset Image on docker-hub
-
How to run using docker commands
-
Through general docker commands -
-
first pull a docker-superset image from docker-hub using either
docker pull abhioncbr/docker-superset
or for specific superset version by providing version value
docker pull abhioncbr/docker-superset:<version-tag>
-
Copy superset_config.py, docker-compose.yml, and .env files. I am considering directory structure like below
docker-superset |_ config | |_superset_config.py | |_docker-files | |_docker-compose.yml | |_.env
-
using
docker-compose
:-
starting a superset image as a
superset
container in a local mode:cd docker-superset/docker-files/ && docker-compose up -d
or for passing some different environment variables values like below
cd docker-superset/docker-files/ && SUPERSET_ENV=local SUPERSET_VERSION=<version-tag> docker-compose up -d
-
starting a superset image as a
superset
container in a prod mode:cd docker-superset/docker-files/ && SUPERSET_ENV=prod SUPERSET_VERSION=<version-tag> docker-compose up -d
-
-
using
docker run
:- starting a superset image as a
server
container:cd docker-superset && docker run -p 8088:8088 -v config:/home/superset/config/ abhioncbr/docker-superset:<version-tag> cluster server <superset_metadata_db_url> <redis_url>
- starting a superset image as a
worker
container:cd docker-superset && docker run -p 5555:5555 -v config:/home/superset/config/ abhioncbr/docker-superset:<version-tag> cluster worker <superset_metadata_db_url> <redis_url>
- starting a superset image as a
-
Distributed execution of superset
- As mentioned above, docker image of superset can be leveraged to run in complete distributed run
- load-balancer in front for routing the request from the client to one server container.
- multiple docker-superset container in
server
mode for serving the UI of the superset. - multiple docker-superset containers in
worker
mode for executing the SQL queries in an async mode using celery executor. - centralised Redis container or Redis-cluster for serving as cache layer and celery task queues for workers.
- centralised superset metadata database.
- Image below depicts the docker-superset distributed platform:
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