New Feature Retrieval SDK Methods | Tecton

Tecton

Home / Whats New / New Feature Retrieval SDK Methods /

New Feature Retrieval SDK Methods

Tecton is releasing a new API to be used for feature retrieval. For fetching features from the offline store, we’ve introduced the method get_historical_features. For fetching features from the online store, we’ve introduced the method get_online_features. Both these methods can be called on Feature Services, Feature Views, and Feature Tables.

These methods will replace existing methods get_feature_dataframeget_feature_vectorget_featurespreview, and the module level functions tecton.get_historical_features and tecton.get_online_features. These functions will be deprecated in the future so please transition into using the new api.

There is also a new method introduced for data sources. On a BatchDataSource or a StreamDataSource, we will be deprecating the dataframe and previewmethods, and instead introducing the get_dataframe method. This returns the data from the data source as a TectonDataFrame. You can filter the data fetched using the start_time and end_time parameters.

The API details can be found here under each FeatureView type.

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.​