Declaring Feature Views

Tecton Objects

tecton.batch_feature_view

Declare a batch feature view

tecton.stream_feature_view

Declare a stream feature view

tecton.batch_window_aggregate_feature_view

Declare a batch window aggregate feature view

tecton.stream_window_aggregate_feature_view

Declare a stream window aggregate feature view

tecton.on_demand_feature_view

Declare an on-demand feature view

tecton.FeatureTable

Declare a FeatureTable.

Config Classes

tecton.Input

Instantiates a new Input for use in a Feature View definition.

tecton.MonitoringConfig

Configuration used to specify monitoring options.

tecton.DatabricksClusterConfig

Configuration used to specify materialization cluster options.

tecton.EMRClusterConfig

Configuration used to specify materialization cluster options.

tecton.ExistingClusterConfig

Use an existing Databricks or EMR cluster.

tecton.FeatureAggregation

This class describes a single aggregation that is applied in a batch or stream window aggregate feature view.