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Feast Python API Documentation

Feature Store

feast.feature_store.FeatureStore

Config

feast.repo_config.RepoConfig

feast.repo_config.RegistryConfig

Data Source

feast.data_source.DataSource

File Source

feast.infra.offline_stores.file_source.FileSource

Snowflake Source

feast.infra.offline_stores.snowflake_source.SnowflakeSource

BigQuery Source

feast.infra.offline_stores.bigquery_source.BigQuerySource

Redshift Source

feast.infra.offline_stores.redshift_source.RedshiftSource

Spark Source

feast.infra.offline_stores.contrib.spark_offline_store.spark_source.SparkSource

Trino Source

feast.infra.offline_stores.contrib.trino_offline_store.trino_source.TrinoSource

PostgreSQL Source

feast.infra.offline_stores.contrib.postgres_offline_store.postgres_source.PostgreSQLSource

Request Source

feast.data_source.RequestSource

Push Source

feast.data_source.PushSource

Kafka Source

feast.data_source.KafkaSource

Kinesis Source

feast.data_source.KinesisSource

Entity

feast.entity.Entity

Feature View

feast.base_feature_view.BaseFeatureView

Feature View

feast.feature_view.FeatureView

On Demand Feature View

feast.on_demand_feature_view.OnDemandFeatureView

Batch Feature View

feast.batch_feature_view.BatchFeatureView

Stream Feature View

feast.stream_feature_view.StreamFeatureView

Field

feast.field.Field

Feature Service

feast.feature_service.FeatureService

Registry

feast.infra.registry.base_registry.BaseRegistry

Registry

feast.infra.registry.registry.Registry

SQL Registry

feast.infra.registry.sql.SqlRegistry

Registry Store

feast.infra.registry.registry_store.RegistryStore

File Registry Store

feast.infra.registry.file.FileRegistryStore

GCS Registry Store

feast.infra.registry.gcs.GCSRegistryStore

S3 Registry Store

feast.infra.registry.s3.S3RegistryStore

PostgreSQL Registry Store -----------------------

feast.infra.registry.contrib.postgres.postgres_registry_store.PostgreSQLRegistryStore

Provider

feast.infra.provider.Provider

Passthrough Provider

feast.infra.passthrough_provider.PassthroughProvider

Local Provider

feast.infra.local.LocalProvider

GCP Provider

feast.infra.gcp.GcpProvider

AWS Provider

feast.infra.aws.AwsProvider

Offline Store

feast.infra.offline_stores.offline_store.OfflineStore

feast.infra.offline_stores.offline_store.RetrievalJob

File Offline Store

feast.infra.offline_stores.file.FileOfflineStore

feast.infra.offline_stores.file.FileOfflineStoreConfig

feast.infra.offline_stores.file.FileRetrievalJob

Snowflake Offline Store

feast.infra.offline_stores.snowflake.SnowflakeOfflineStore

feast.infra.offline_stores.snowflake.SnowflakeOfflineStoreConfig

feast.infra.offline_stores.snowflake.SnowflakeRetrievalJob

BigQuery Offline Store

feast.infra.offline_stores.bigquery.BigQueryOfflineStore

feast.infra.offline_stores.bigquery.BigQueryOfflineStoreConfig

feast.infra.offline_stores.bigquery.BigQueryRetrievalJob

Redshift Offline Store

feast.infra.offline_stores.redshift.RedshiftOfflineStore

feast.infra.offline_stores.redshift.RedshiftOfflineStoreConfig

feast.infra.offline_stores.redshift.RedshiftRetrievalJob

Spark Offline Store

feast.infra.offline_stores.contrib.spark_offline_store.spark.SparkOfflineStore

feast.infra.offline_stores.contrib.spark_offline_store.spark.SparkOfflineStoreConfig

feast.infra.offline_stores.contrib.spark_offline_store.spark.SparkRetrievalJob

Trino Offline Store

feast.infra.offline_stores.contrib.trino_offline_store.trino.TrinoOfflineStore

feast.infra.offline_stores.contrib.trino_offline_store.trino.TrinoOfflineStoreConfig

feast.infra.offline_stores.contrib.trino_offline_store.trino.TrinoRetrievalJob

PostgreSQL Offline Store

feast.infra.offline_stores.contrib.postgres_offline_store.postgres.PostgreSQLOfflineStore

feast.infra.offline_stores.contrib.postgres_offline_store.postgres.PostgreSQLOfflineStoreConfig

feast.infra.offline_stores.contrib.postgres_offline_store.postgres.PostgreSQLRetrievalJob

Online Store

feast.infra.online_stores.online_store.OnlineStore

Sqlite Online Store

feast.infra.online_stores.sqlite.SqliteOnlineStore

feast.infra.online_stores.sqlite.SqliteOnlineStoreConfig

Datastore Online Store

feast.infra.online_stores.datastore.DatastoreOnlineStore

feast.infra.online_stores.datastore.DatastoreOnlineStoreConfig

DynamoDB Online Store

feast.infra.online_stores.dynamodb.DynamoDBOnlineStore

feast.infra.online_stores.dynamodb.DynamoDBOnlineStoreConfig

Redis Online Store

feast.infra.online_stores.redis.RedisOnlineStore

feast.infra.online_stores.redis.RedisOnlineStoreConfig

Snowflake Online Store ------------------

feast.infra.online_stores.snowflake.SnowflakeOnlineStore

feast.infra.online_stores.snowflake.SnowflakeOnlineStoreConfig

PostgreSQL Online Store

feast.infra.online_stores.contrib.postgres.PostgreSQLOnlineStore

feast.infra.online_stores.contrib.postgres.PostgreSQLOnlineStoreConfig

HBase Online Store

feast.infra.online_stores.contrib.hbase_online_store.hbase.HbaseOnlineStore

feast.infra.online_stores.contrib.hbase_online_store.hbase.HbaseOnlineStoreConfig

Cassandra Online Store

feast.infra.online_stores.contrib.cassandra_online_store.cassandra_online_store.CassandraOnlineStore

feast.infra.online_stores.contrib.cassandra_online_store.cassandra_online_store.CassandraOnlineStoreConfig

Batch Materialization Engine

feast.infra.materialization.batch_materialization_engine.BatchMaterializationEngine

feast.infra.materialization.batch_materialization_engine.MaterializationJob

feast.infra.materialization.batch_materialization_engine.MaterializationTask

Local Engine

feast.infra.materialization.local_engine.LocalMaterializationEngine

feast.infra.materialization.local_engine.LocalMaterializationEngineConfig

feast.infra.materialization.local_engine.LocalMaterializationJob

Bytewax Engine

feast.infra.materialization.contrib.bytewax.bytewax_materialization_engine.BytewaxMaterializationEngine

feast.infra.materialization.contrib.bytewax.bytewax_materialization_engine.BytewaxMaterializationEngineConfig

feast.infra.materialization.contrib.bytewax.bytewax_materialization_job.BytewaxMaterializationJob

Snowflake Engine

feast.infra.materialization.snowflake_engine.SnowflakeMaterializationEngine

feast.infra.materialization.snowflake_engine.SnowflakeMaterializationEngineConfig

feast.infra.materialization.snowflake_engine.SnowflakeMaterializationJob

(Alpha) AWS Lambda Engine

feast.infra.materialization.aws_lambda.lambda_engine.LambdaMaterializationEngine

feast.infra.materialization.aws_lambda.lambda_engine.LambdaMaterializationEngineConfig

feast.infra.materialization.aws_lambda.lambda_engine.LambdaMaterializationJob

(Alpha) Spark Engine

feast.infra.materialization.contrib.spark.spark_materialization_engine.SparkMaterializationEngine

feast.infra.materialization.contrib.spark.spark_materialization_engine.SparkMaterializationEngineConfig

feast.infra.materialization.contrib.spark.spark_materialization_engine.SparkMaterializationJob