airflow-provider-mlflow 1.1.0

Apache Airflow provider for MLflow

An Apache Airflow provider to interact with MLflow using Operators and Hooks for the following:

• Registry

• Deployments

• Pyfunc

https://mlflow.org/docs/latest/index.html

Quick Start

Install and update using pip:

pip install airflow-provider-mlflow

Setting up Connections:

Connection Type: HTTP

• Local MLflow

  • Host: http://localhost (if running Airflwo in docker: http://host.docker.internal)

  • Port: 5000

• Hosted with Username/Password

  • Connection Type: HTTP

  • Host: Your MLflow host URL

  • Login: Your MLflow username

  • Password: Your MLflow password

• Databricks

  • Host: Your Databricks host URL (https://<instance-name>.cloud.databricks.com)

  • Login: ‘token’

  • Password: Your Databricks token

Examples can be found in the example_dags directory of the repo.

Changelog

We follow Semantic Versioning for releases. Check CHANGELOG.rst for the latest changes.

License

Apache License 2.0