Introducing Tecton SDK 0.4 | Tecton


Home / Whats New / Introducing Tecton SDK 0.4 /

Introducing Tecton SDK 0.4

Today we released version 0.4 of the Tecton SDK. The major changes in 0.4 include:

  • A new, simplified API for defining features in Tecton. More on these API changes below
  • Integration with Snowflake for offline feature computation and storage, as previously announced
  • Materialization info in ‘tecton plan’ output and the web apply log

See the release notes for more information on these enhancements.

API changes

In 0.4, we set out to further simplify Tecton’s declarative API and align on a standard specification with Feast, the leading open source feature store.

You can see our documentation for a full list of what’s changing. The core concepts stay the same, while many classes and parameters were cleaned up to be more intuitive. Also note the documentation version dropdown selector at the top of the page – if you don’t see it, try a hard refresh with shift+click refresh on mac or ctrl+click refresh on windows.

One of the great improvements is the new option for incremental backfills with Batch Feature Views. This option really simplifies authoring custom aggregations when Tecton’s built-in aggregations are not an option.

Updating to 0.4 Tecton SDK

If you are leveraging the Tecton 0.2 SDK or are in/near production as part of an automated process (such as CI/CD), please consult with your CSM and Consulting Architect before making this change. To stay on the 0.3 version series, change your requirements to ‘tecton[pyspark]==0.3.*’.

To check your currently installed version, run tecton version in your command line or tecton.version.summary() in your notebook.

  • In order to upgrade an existing feature view, you can use the compatibility library. If a feature view has materialized data, taking this step will re-materialize it which we do not recommend if it is in production. Support for no-materialization upgrades will be released later this year. We recommend avoiding upgrades for Feature Views that are costly to re-materialize until this functionality is available. 
  • We have extended support for Tecton 0.3 through September 1st, 2022
  • Tecton 0.4 will be supported until June 8th, 2023
  • If you need any help, please reach out to your CSM & Consulting Architect

Finally, please remember to update your local CLI and Notebook Cluster versions at the same time!

Let's keep in touch

Receive the latest content from Tecton!

© Tecton, Inc. All rights reserved. Various trademarks held by their respective owners.

The Gartner Cool Vendor badge is a trademark and service mark of Gartner, Inc., and/or its affiliates, and is used herein with permission. All rights reserved.
Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose.

Request a Demo

Request a free trial

Interested in trying Tecton? Leave us your information below and we’ll be in touch.​

Contact Sales

Interested in trying Tecton? Leave us your information below and we’ll be in touch.​