Machine Learning News

October 21, 2021

Array Features

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

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October 15, 2021

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

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.

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October 8, 2021

New Feature Retrieval SDK Methods

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 get_online_features.

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October 1, 2021

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

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 run on a cluster of workers with the specified configuration options like instance type, instance size, and spark configurations.

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August 27, 2021

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

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.

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August 13, 2021

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

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

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August 2, 2021

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

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

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July 9, 2021

Feature Monitoring Summary Dashboard. Databricks Runtime 6.4 Extended Support

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.

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June 25, 2021

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

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

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June 7, 2021

Continuous mode for StreamWindowAggregateFeatureView

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

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