Array Features

October 21, 2021

Tecton now natively supports Array type features with Float32, Float64, Int64, and String type elements.

New FeatureView Run SDK Method, Databricks Runtime Update, and Support for Python 3.8

October 15, 2021

Tecton is releasing a new Run API to be used for dry-run executing a FeatureView's transformation the same way Tecton will execute it during materialization or at feature retrieval time.

New Feature Retrieval SDK Methods

October 8, 2021

cton 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 …

batch_cluster_config now available, Resolved Plan Hooks issue for Windows environments, Adds .tectonignore to ignore paths and files

October 1, 2021

You can now include batch_cluster_config configuration in Feature Table declarations. By specifying an EMRClusterConfig or DatabricksClusterConfig configuration or referencing an ExistingClusterConfig, the ingest materialization jobs will …

Grant Admin privileges to a user, Directly run Tecton plan hooks, tecton plan status updates and performance optimizations, Feature Table ingestion improvements

August 27, 2021

Existing admin users can now directly grant admin privileges to other users through the Admin console, rather than having to make a request to Tecton support. See the Admin console documentation for more detail.

Creating Live Workspaces (Beta), –json-out flag for tecton plan (beta)

August 13, 2021

You can now create additional workspaces with automatic materialization by using the flag --live.

New API Key management commands. Plus, tecton.get_feature_vector() and tecton.get_feature_freshness() methods

August 2, 2021

The CLI "API key" commands have been refactored as sub-commands for consistency and clearer help docs.

Feature Monitoring Summary Dashboard. Databricks Runtime 6.4 Extended Support

July 9, 2021

In addition to monitoring the materialization status for individual Feature Views, we've now added a summary dashboard to easily see if any of the Feature Views in a workspace are stale or have failing materialization jobs.

Tecton SDK on PyPI. Plus Unlocking Users for Incorrect Password Attempts

June 25, 2021

The Tecton SDK is now being published to PyPI at https://pypi.org/project/tecton/ for easier installation.

Continuous mode for StreamWindowAggregateFeatureView

June 7, 2021

Continuous mode for Stream Window Aggregate Feature Views now enables new event data to be included in feature values in less than a second.