Data Sources

Objects

Name	Description
BatchSource	A Tecton BatchSource, used to read batch data into Tecton for use in a BatchFeatureView.
StreamSource	A Tecton StreamSource, used to unify stream and batch data into Tecton for use in a StreamFeatureView.

Data Source Functions

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

Config Classes and Helpers

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