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Orchestrating Feature Pipelines: Announcing the Tecton Airflow Provider

Blog post from Astronomer

Post Details
Company
Date Published
Author
Nick Acosta
Word Count
1,174
Company Posts That Month
6
Language
English
Hacker News Points
-
Summary

Apache Airflow is a well-established open-source platform used by data engineering teams to manage ETL workflows, and Tecton has released a new Airflow provider to facilitate the integration of Tecton jobs into Airflow. This integration allows for a centralized orchestration of data pipelines, making it easier for users like Depop to maintain a unified workflow. The Tecton Airflow provider offers multiple operators, including TectonSensor, TectonMaterializationOperator, TectonJobOperator, TectonFeatureTableIngestOperator, and TectonFeatureTableJobOperator, enabling users to manage feature data materialization, schedule operations, and monitor the status of data stores. Additionally, the setup process for using Tecton with Airflow is streamlined with the use of the Astro CLI from Astronomer, requiring minimal prerequisites such as Homebrew and Docker Desktop. This new capability enhances the ability to orchestrate feature pipelines efficiently, allowing users to trigger materializations, ingest features, and monitor data storage independently within Airflow, while also providing the flexibility to prevent overlaps in materialization schedules.

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