def apply_feature_table(self, feature_table: FeatureTable, project: str):
"""
Registers a single feature table with Feast
Args:
feature_table: Feature table that will be registered
project: Feast project that this feature table belongs to
"""
feature_table.is_valid()
feature_table_proto = feature_table.to_proto()
feature_table_proto.spec.project = project
def updater(registry_proto: RegistryProto):
for idx, existing_feature_table_proto in enumerate(
registry_proto.feature_tables):
if (existing_feature_table_proto.spec.name
== feature_table_proto.spec.name and
existing_feature_table_proto.spec.project == project):
del registry_proto.feature_tables[idx]
registry_proto.feature_tables.append(feature_table_proto)
return registry_proto
registry_proto.feature_tables.append(feature_table_proto)
return registry_proto
self._registry_store.update_registry(updater)
return
def apply_feature_table(self,
feature_table: FeatureTable,
project: str,
commit: bool = True):
"""
Registers a single feature table with Feast
Args:
feature_table: Feature table that will be registered
project: Feast project that this feature table belongs to
commit: Whether the change should be persisted immediately
"""
feature_table.is_valid()
feature_table_proto = feature_table.to_proto()
feature_table_proto.spec.project = project
self._prepare_registry_for_changes()
assert self.cached_registry_proto
for idx, existing_feature_table_proto in enumerate(
self.cached_registry_proto.feature_tables):
if (existing_feature_table_proto.spec.name
== feature_table_proto.spec.name
and existing_feature_table_proto.spec.project == project):
del self.cached_registry_proto.feature_tables[idx]
break
self.cached_registry_proto.feature_tables.append(feature_table_proto)
if commit:
self.commit()