Feature Views

Tecton Objects

Name	Description
tecton.FeatureTable	A Tecton Feature Table.
tecton.StreamFeatureView	A Tecton Stream Feature View, used for transforming and materializing features from a StreamSource.
tecton.BatchFeatureView	A Tecton Batch Feature View, used for materializing features on a batch schedule from a BatchSource.
tecton.OnDemandFeatureView	A Tecton On-Demand Feature View.

Constructors

Name	Description
tecton.batch_feature_view	Declare a Batch Feature View.
tecton.stream_feature_view	Declare a Stream Feature View.
tecton.on_demand_feature_view	Declare an On-Demand Feature View

Config Classes and Helpers

Name	Description
tecton.materialization_context	Used as a default value for a Feature View or Transformation with a materialization context parameter.
tecton.FilteredSource	FilteredSource is a convenience utility that can be used to pre-filter sources in Feature View definitions.
tecton.Aggregation	This class describes a single aggregation that is applied in a batch or stream feature view.
tecton.DatabricksClusterConfig	Configuration used to specify materialization cluster options on Databricks.
tecton.DatabricksJsonClusterConfig	Configuration used to specify materialization clusters using json on Databricks.
tecton.EMRClusterConfig	Configuration used to specify materialization cluster options on EMR.
tecton.EMRJsonClusterConfig	Configuration used to specify materialization clusters using json on EMR.
tecton.RiftBatchConfig	Configuration used to specify Rift materialization options.
tecton.DynamoConfig	(Config Class) DynamoConfig Class.
tecton.RedisConfig	(Config Class) RedisConfig Class.
tecton.ParquetConfig	(Config Class) ParquetConfig Class.
tecton.DeltaConfig	(Config Class) DeltaConfig Class.
tecton.KinesisOutputStream	Configuration used for a Kinesis output stream.
tecton.KafkaOutputStream	Configuration used for a Kafka output stream.
tecton.MaterializationJobData	Data representation of the materialization job
tecton.MaterializationAttemptData	Data representation of the materialization job attempt.
tecton.BatchTriggerType	An enumeration.
tecton.CacheConfig	Configuration used to define cache configuration for a Feature View

Fetch Applied Objects

Name	Description
tecton.Workspace.get_feature_table	Returns a Feature Table that has been applied to a workspace.
tecton.Workspace.list_feature_tables	Returns a list of all registered Feature Tables within a workspace.
tecton.Workspace.get_feature_view	Returns a Feature View that has been applied to a workspace.
tecton.Workspace.list_feature_views	Returns a list of all registered Feature Views within a workspace.