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.
RequestSource	A Tecton RequestSource, for using request-time data in an OnDemandFeatureView.

Batch Configuration

Configuration for Batch Sources.

Name	Description
FileConfig	Configuration used to reference a file or directory (S3, etc.)
HiveConfig	Configuration used to reference a Hive table.
RedshiftConfig	Configuration used to reference a Redshift table or query.
SnowflakeConfig	Configuration used to reference a Snowflake table or query.
UnityConfig	Configuration used to reference a Unity table.

Stream Configuration

Configuration for Stream Datasources.

Name	Description
KafkaConfig	Configuration used to reference a Kafka stream.
KinesisConfig	Configuration used to reference a Kinesis stream.
PushConfig	Configuration used for Stream Ingest API ingestion

Data Source Functions

Data sources created using user defined 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