Data Sources

Tecton Objects

Name	Description
tecton.BatchSource	A Tecton BatchSource, used to read batch data into Tecton for use in a BatchFeatureView.
tecton.StreamSource	A Tecton StreamSource, used to unify stream and batch data into Tecton for use in a StreamFeatureView.
tecton.PushSource	A Tecton PushSource, used to configure the Tecton Online Ingest API for use in a StreamFeatureView.

Constructors

Name	Description
tecton.spark_batch_config	Declare a tecton.SparkBatchConfig for configuring a Batch Source with a Data Source Function.
tecton.spark_stream_config	Declare a tecton.SparkStreamConfig for configuring a Stream Source with a Data Source Function.
tecton.pandas_batch_config	Declare a tecton.PandasBatchConfig for configuring a Batch Source with a Pandas Data Source Function

Config Classes and Helpers

Name	Description
tecton.DatetimePartitionColumn	Helper class to tell Tecton how underlying flat files are date/time partitioned for Hive/Glue data sources.
tecton.FileConfig	Configuration used to reference a file or directory (S3, etc.)
tecton.FilterContext	FilterContext is passed as an argument to Data Source Function for time filtering.
tecton.HiveConfig	Configuration used to reference a Hive table.
tecton.UnityConfig	Configuration used to reference a Unity table.
tecton.KafkaConfig	Configuration used to reference a Kafka stream.
tecton.KinesisConfig	Configuration used to reference a Kinesis stream.
tecton.RedshiftConfig	Configuration used to reference a Redshift table or query.
tecton.RequestSource	Declare a RequestSource, for using request-time data in an OnDemandFeatureView.
tecton.SnowflakeConfig	Configuration used to reference a Snowflake table or query.
tecton.SparkBatchConfig	Configuration used to define a batch source using a Data Source Function.
tecton.SparkStreamConfig	Configuration used to define a stream source using a Data Source Function.
tecton.PandasBatchConfig	Configuration used to define a batch source using a Pandas Data Source Function.

Fetch Applied Objects

Name	Description
tecton.Workspace.get_data_source	Returns a Data Source that has been applied to a workspace.
tecton.Workspace.list_data_sources	Returns a list of all registered Data Sources within a workspace.