Feast Python API Documentation

.. We prefer 'autoclass' instead of 'autoclass' as 'autoclass' can specify a class, whereas 'autoclass' will pull in all public classes and methods from that module, which we typically do not want.

Feature Store

.. autoclass:: feast.feature_store.FeatureStore :members:

Config

.. autoclass:: feast.repo_config.RepoConfig :members:

.. autoclass:: feast.repo_config.RegistryConfig :members:

Data Source

.. autoclass:: feast.data_source.DataSource :members:

File Source

.. autoclass:: feast.infra.offline_stores.file_source.FileSource :members:

Snowflake Source

.. autoclass:: feast.infra.offline_stores.snowflake_source.SnowflakeSource :members:

BigQuery Source

.. autoclass:: feast.infra.offline_stores.bigquery_source.BigQuerySource :members:

Redshift Source

.. autoclass:: feast.infra.offline_stores.redshift_source.RedshiftSource :members:

Spark Source

.. autoclass:: feast.infra.offline_stores.contrib.spark_offline_store.spark_source.SparkSource :members:

Trino Source

.. autoclass:: feast.infra.offline_stores.contrib.trino_offline_store.trino_source.TrinoSource :members:

PostgreSQL Source

.. autoclass:: feast.infra.offline_stores.contrib.postgres_offline_store.postgres_source.PostgreSQLSource :members:

Request Source

.. autoclass:: feast.data_source.RequestSource :members:

Push Source

.. autoclass:: feast.data_source.PushSource :members:

Kafka Source

.. autoclass:: feast.data_source.KafkaSource :members:

Kinesis Source

.. autoclass:: feast.data_source.KinesisSource :members:

Entity

.. autoclass:: feast.entity.Entity :members:

Feature View

.. autoclass:: feast.base_feature_view.BaseFeatureView :members:

Feature View

.. autoclass:: feast.feature_view.FeatureView :members:

On Demand Feature View

.. autoclass:: feast.on_demand_feature_view.OnDemandFeatureView :members:

Batch Feature View

.. autoclass:: feast.batch_feature_view.BatchFeatureView :members:

Stream Feature View

.. autoclass:: feast.stream_feature_view.StreamFeatureView :members:

Field

.. autoclass:: feast.field.Field :members:

Feature Service

.. autoclass:: feast.feature_service.FeatureService :members:

Registry

.. autoclass:: feast.infra.registry.base_registry.BaseRegistry :members:

Registry

.. autoclass:: feast.infra.registry.registry.Registry :members:

SQL Registry

.. autoclass:: feast.infra.registry.sql.SqlRegistry :members:

Registry Store

.. autoclass:: feast.infra.registry.registry_store.RegistryStore :members:

File Registry Store

.. autoclass:: feast.infra.registry.file.FileRegistryStore :members:

GCS Registry Store

.. autoclass:: feast.infra.registry.gcs.GCSRegistryStore :members:

S3 Registry Store

.. autoclass:: feast.infra.registry.s3.S3RegistryStore :members:

Provider

.. autoclass:: feast.infra.provider.Provider :members:

Passthrough Provider

.. autoclass:: feast.infra.passthrough_provider.PassthroughProvider :members:

Local Provider

.. autoclass:: feast.infra.local.LocalProvider :members:

GCP Provider

.. autoclass:: feast.infra.gcp.GcpProvider :members:

AWS Provider

.. autoclass:: feast.infra.aws.AwsProvider :members:

Offline Store

.. autoclass:: feast.infra.offline_stores.offline_store.OfflineStore :members:

.. autoclass:: feast.infra.offline_stores.offline_store.RetrievalJob :members:

File Offline Store

.. autoclass:: feast.infra.offline_stores.file.FileOfflineStore :members:

.. autoclass:: feast.infra.offline_stores.file.FileOfflineStoreConfig :members:

.. autoclass:: feast.infra.offline_stores.file.FileRetrievalJob :members:

Snowflake Offline Store

.. autoclass:: feast.infra.offline_stores.snowflake.SnowflakeOfflineStore :members:

.. autoclass:: feast.infra.offline_stores.snowflake.SnowflakeOfflineStoreConfig :members:

.. autoclass:: feast.infra.offline_stores.snowflake.SnowflakeRetrievalJob :members:

BigQuery Offline Store

.. autoclass:: feast.infra.offline_stores.bigquery.BigQueryOfflineStore :members:

.. autoclass:: feast.infra.offline_stores.bigquery.BigQueryOfflineStoreConfig :members:

.. autoclass:: feast.infra.offline_stores.bigquery.BigQueryRetrievalJob :members:

Redshift Offline Store

.. autoclass:: feast.infra.offline_stores.redshift.RedshiftOfflineStore :members:

.. autoclass:: feast.infra.offline_stores.redshift.RedshiftOfflineStoreConfig :members:

.. autoclass:: feast.infra.offline_stores.redshift.RedshiftRetrievalJob :members:

Spark Offline Store

.. autoclass:: feast.infra.offline_stores.contrib.spark_offline_store.spark.SparkOfflineStore :members:

.. autoclass:: feast.infra.offline_stores.contrib.spark_offline_store.spark.SparkOfflineStoreConfig :members:

.. autoclass:: feast.infra.offline_stores.contrib.spark_offline_store.spark.SparkRetrievalJob :members:

Trino Offline Store

.. autoclass:: feast.infra.offline_stores.contrib.trino_offline_store.trino.TrinoOfflineStore :members:

.. autoclass:: feast.infra.offline_stores.contrib.trino_offline_store.trino.TrinoOfflineStoreConfig :members:

.. autoclass:: feast.infra.offline_stores.contrib.trino_offline_store.trino.TrinoRetrievalJob :members:

PostgreSQL Offline Store

.. autoclass:: feast.infra.offline_stores.contrib.postgres_offline_store.postgres.PostgreSQLOfflineStore :members:

.. autoclass:: feast.infra.offline_stores.contrib.postgres_offline_store.postgres.PostgreSQLOfflineStoreConfig :members:

.. autoclass:: feast.infra.offline_stores.contrib.postgres_offline_store.postgres.PostgreSQLRetrievalJob :members:

Online Store

.. autoclass:: feast.infra.online_stores.online_store.OnlineStore :members:

Sqlite Online Store

.. autoclass:: feast.infra.online_stores.sqlite.SqliteOnlineStore :members:

.. autoclass:: feast.infra.online_stores.sqlite.SqliteOnlineStoreConfig :members:

Datastore Online Store

.. autoclass:: feast.infra.online_stores.datastore.DatastoreOnlineStore :members:

.. autoclass:: feast.infra.online_stores.datastore.DatastoreOnlineStoreConfig :members:

DynamoDB Online Store

.. autoclass:: feast.infra.online_stores.dynamodb.DynamoDBOnlineStore :members:

.. autoclass:: feast.infra.online_stores.dynamodb.DynamoDBOnlineStoreConfig :members:

Redis Online Store

.. autoclass:: feast.infra.online_stores.redis.RedisOnlineStore :members:

.. autoclass:: feast.infra.online_stores.redis.RedisOnlineStoreConfig :members:

Snowflake Online Store

.. autoclass:: feast.infra.online_stores.snowflake.SnowflakeOnlineStore :members:

.. autoclass:: feast.infra.online_stores.snowflake.SnowflakeOnlineStoreConfig :members:

PostgreSQL Online Store

.. autoclass:: feast.infra.online_stores.postgres_online_store.PostgreSQLOnlineStore :members:

.. autoclass:: feast.infra.online_stores.postgres_online_store.PostgreSQLOnlineStoreConfig :members:

HBase Online Store

.. autoclass:: feast.infra.online_stores.hbase_online_store.hbase.HbaseOnlineStore :members:

.. autoclass:: feast.infra.online_stores.hbase_online_store.hbase.HbaseOnlineStoreConfig :members:

Cassandra Online Store

.. autoclass:: feast.infra.online_stores.cassandra_online_store.cassandra_online_store.CassandraOnlineStore :members:

.. autoclass:: feast.infra.online_stores.cassandra_online_store.cassandra_online_store.CassandraOnlineStoreConfig :members:

Batch Materialization Engine

.. autoclass:: feast.infra.materialization.batch_materialization_engine.BatchMaterializationEngine :members:

.. autoclass:: feast.infra.materialization.batch_materialization_engine.MaterializationJob :members:

.. autoclass:: feast.infra.materialization.batch_materialization_engine.MaterializationTask :members:

Local Engine

.. autoclass:: feast.infra.materialization.local_engine.LocalMaterializationEngine :members:

.. autoclass:: feast.infra.materialization.local_engine.LocalMaterializationEngineConfig :members:

.. autoclass:: feast.infra.materialization.local_engine.LocalMaterializationJob :members:

Bytewax Engine

.. autoclass:: feast.infra.materialization.contrib.bytewax.bytewax_materialization_engine.BytewaxMaterializationEngine :members:

.. autoclass:: feast.infra.materialization.contrib.bytewax.bytewax_materialization_engine.BytewaxMaterializationEngineConfig :members:

.. autoclass:: feast.infra.materialization.contrib.bytewax.bytewax_materialization_job.BytewaxMaterializationJob :members:

Snowflake Engine

.. autoclass:: feast.infra.materialization.snowflake_engine.SnowflakeMaterializationEngine :members:

.. autoclass:: feast.infra.materialization.snowflake_engine.SnowflakeMaterializationEngineConfig :members:

.. autoclass:: feast.infra.materialization.snowflake_engine.SnowflakeMaterializationJob :members:

(Alpha) AWS Lambda Engine

.. autoclass:: feast.infra.materialization.aws_lambda.lambda_engine.LambdaMaterializationEngine :members:

.. autoclass:: feast.infra.materialization.aws_lambda.lambda_engine.LambdaMaterializationEngineConfig :members:

.. autoclass:: feast.infra.materialization.aws_lambda.lambda_engine.LambdaMaterializationJob :members:

(Alpha) Spark Engine

.. autoclass:: feast.infra.materialization.contrib.spark.spark_materialization_engine.SparkMaterializationEngine :members:

.. autoclass:: feast.infra.materialization.contrib.spark.spark_materialization_engine.SparkMaterializationEngineConfig :members:

.. autoclass:: feast.infra.materialization.contrib.spark.spark_materialization_engine.SparkMaterializationJob :members:

Permission

.. autoclass:: feast.permissions.permission.Permission :members:

.. autoclass:: feast.permissions.action.AuthzedAction :members:

.. autoclass:: feast.permissions.policy.Policy :members:

.. autofunction:: feast.permissions.enforcer.enforce_policy

Auth Config

.. autoclass:: feast.permissions.auth_model.AuthConfig :members:

.. autoclass:: feast.permissions.auth_model.KubernetesAuthConfig :members:

.. autoclass:: feast.permissions.auth_model.OidcAuthConfig :members:

Auth Manager

.. autoclass:: feast.permissions.auth.AuthManager :members:

.. autoclass:: feast.permissions.auth.token_parser.TokenParser :members:

.. autoclass:: feast.permissions.auth.token_extractor.TokenExtractor :members:

.. autoclass:: feast.permissions.auth.kubernetes_token_parser.KubernetesTokenParser :members:

.. autoclass:: feast.permissions.auth.oidc_token_parser.OidcTokenParser :members:

Auth Client Manager

.. autoclass:: feast.permissions.client.auth_client_manager.AuthenticationClientManager :members:

.. autoclass:: feast.permissions.client.kubernetes_auth_client_manager.KubernetesAuthClientManager :members:

.. autoclass:: feast.permissions.client.oidc_authentication_client_manager.OidcAuthClientManager :members: