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elestio/mage-ai

Verified Publisher

By Elestio

Updated 1 day ago

Mage-ai, verified and packaged by Elestio

Image
Data Science
Integration & Delivery
Machine Learning & AI
6

10K+

elest.io

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Mage-ai, verified and packaged by Elestio

Mage-ai is a modern replacement for Airflow.

Mge-ai

Deploy a fully managed Mage-ai on elest.io if you want automated backups, reverse proxy with SSL termination, firewall, automated OS & Software updates, and a team of Linux experts and open source enthusiasts to ensure your services are always safe, and functional.

deploy

Why use Elestio images?

  • Elestio stays in sync with updates from the original source and quickly releases new versions of this image through our automated processes.
  • Elestio images provide timely access to the most recent bug fixes and features.
  • Our team performs quality control checks to ensure the products we release meet our high standards.

Usage

Git clone

You can deploy it easily with the following command:

git clone https://github.com/elestio-examples/mage-ai.git

Copy the .env file from tests folder to the project directory

cp ./tests/.env ./.env

Edit the .env file with your own values.

Create data folders with correct permissions

mkdir -p ./pgdata
chown -R 1000:1000 ./pgdata

mkdir -p ./data
chown -R 1000:1000 ./data

mkdir -p ./mage_data
chown -R 1000:1000 ./mage_data

Run the project with the following command

docker-compose up -d

You can access the Web UI at: http://your-domain:6789

Docker-compose

Here are some example snippets to help you get started creating a container.

version: "3.3"
services:
    postgres:
        image: elestio/postgres:latest
        restart: always
        volumes:
            - './pgdata:/var/lib/postgresql/data'
        environment:
            - POSTGRES_USER=mageai
            - POSTGRES_PASSWORD=${ADMIN_PASSWORD}
            - POSTGRES_DB=mageai
            - PG_DATA=/var/lib/postgresql/data/pgdata

    mage:
        image: elestio/mage-ai:${SOFTWARE_VERSION_TAG}
        restart: always
        environment:
            - REQUIRE_USER_AUTHENTICATION=1
        volumes:
            - './data:/home/src'
            - './mage_data:/root/.mage_data'
        ports:
            - 172.17.0.1:6789:6789
Environment variables
VariableValue (example)
SOFTWARE_VERSION_TAGlatest
ADMIN_PASSWORDyour-password

Maintenance

Logging

The Elestio Mage-ai Docker image sends the container logs to stdout. To view the logs, you can use the following command:

docker-compose logs -f

To stop the stack you can use the following command:

docker-compose down

Backup and Restore with Docker Compose

To make backup and restore operations easier, we are using folder volume mounts. You can simply stop your stack with docker-compose down, then backup all the files and subfolders in the folder near the docker-compose.yml file.

Creating a ZIP Archive For example, if you want to create a ZIP archive, navigate to the folder where you have your docker-compose.yml file and use this command:

zip -r myarchive.zip .

Restoring from ZIP Archive To restore from a ZIP archive, unzip the archive into the original folder using the following command:

unzip myarchive.zip -d /path/to/original/folder

Starting Your Stack Once your backup is complete, you can start your stack again with the following command:

docker-compose up -d

That's it! With these simple steps, you can easily backup and restore your data volumes using Docker Compose.

Links

Docker Pull Command

docker pull elestio/mage-ai