perf: Added indexes to sql tables to optimize query execution (feast-dev#4538)

minor: Added indexes to sql tables to optimize query execution

Signed-off-by: Bhargav Dodla <bdodla@expediagroup.com>
Co-authored-by: Bhargav Dodla <bdodla@expediagroup.com>

Author: EXPEbdodla

sdk/python/feast/infra/registry/sql.py

@@ -10,6 +10,7 @@
 from sqlalchemy import (  # type: ignore
     BigInteger,
     Column,
+    Index,
     LargeBinary,
     MetaData,
     String,
@@ -82,6 +83,8 @@
     Column("project_proto", LargeBinary, nullable=False),
 )
 
+Index("idx_projects_project_id", projects.c.project_id)
+
 entities = Table(
     "entities",
     metadata,
@@ -91,6 +94,8 @@
     Column("entity_proto", LargeBinary, nullable=False),
 )
 
+Index("idx_entities_project_id", entities.c.project_id)
+
 data_sources = Table(
     "data_sources",
     metadata,
@@ -100,6 +105,8 @@
     Column("data_source_proto", LargeBinary, nullable=False),
 )
 
+Index("idx_data_sources_project_id", data_sources.c.project_id)
+
 feature_views = Table(
     "feature_views",
     metadata,
@@ -111,6 +118,8 @@
     Column("user_metadata", LargeBinary, nullable=True),
 )
 
+Index("idx_feature_views_project_id", feature_views.c.project_id)
+
 stream_feature_views = Table(
     "stream_feature_views",
     metadata,
@@ -121,6 +130,8 @@
     Column("user_metadata", LargeBinary, nullable=True),
 )
 
+Index("idx_stream_feature_views_project_id", stream_feature_views.c.project_id)
+
 on_demand_feature_views = Table(
     "on_demand_feature_views",
     metadata,
@@ -131,6 +142,8 @@
     Column("user_metadata", LargeBinary, nullable=True),
 )
 
+Index("idx_on_demand_feature_views_project_id", on_demand_feature_views.c.project_id)
+
 feature_services = Table(
     "feature_services",
     metadata,
@@ -140,6 +153,8 @@
     Column("feature_service_proto", LargeBinary, nullable=False),
 )
 
+Index("idx_feature_services_project_id", feature_services.c.project_id)
+
 saved_datasets = Table(
     "saved_datasets",
     metadata,
@@ -149,6 +164,8 @@
     Column("saved_dataset_proto", LargeBinary, nullable=False),
 )
 
+Index("idx_saved_datasets_project_id", saved_datasets.c.project_id)
+
 validation_references = Table(
     "validation_references",
     metadata,
@@ -157,6 +174,7 @@
     Column("last_updated_timestamp", BigInteger, nullable=False),
     Column("validation_reference_proto", LargeBinary, nullable=False),
 )
+Index("idx_validation_references_project_id", validation_references.c.project_id)
 
 managed_infra = Table(
     "managed_infra",
@@ -167,6 +185,8 @@
     Column("infra_proto", LargeBinary, nullable=False),
 )
 
+Index("idx_managed_infra_project_id", managed_infra.c.project_id)
+
 permissions = Table(
     "permissions",
     metadata,
@@ -176,6 +196,8 @@
     Column("permission_proto", LargeBinary, nullable=False),
 )
 
+Index("idx_permissions_project_id", permissions.c.project_id)
+
 
 class FeastMetadataKeys(Enum):
     LAST_UPDATED_TIMESTAMP = "last_updated_timestamp"
@@ -191,6 +213,8 @@ class FeastMetadataKeys(Enum):
     Column("last_updated_timestamp", BigInteger, nullable=False),
 )
 
+Index("idx_feast_metadata_project_id", feast_metadata.c.project_id)
+
 logger = logging.getLogger(__name__)