def apply_feature_view(self, feature_view: FeatureView, project: str):
"""
Registers a single feature view with Feast
Args:
feature_view: Feature view that will be registered
project: Feast project that this feature view belongs to
"""
feature_view.is_valid()
feature_view_proto = feature_view.to_proto()
feature_view_proto.spec.project = project
def updater(registry_proto: RegistryProto):
for idx, existing_feature_view_proto in enumerate(
registry_proto.feature_views
):
if (
existing_feature_view_proto.spec.name
== feature_view_proto.spec.name
and existing_feature_view_proto.spec.project == project
):
# do not update if feature view has not changed; updating will erase tracked materialization intervals
if (
FeatureView.from_proto(existing_feature_view_proto)
== feature_view
):
return registry_proto
else:
del registry_proto.feature_views[idx]
registry_proto.feature_views.append(feature_view_proto)
return registry_proto
registry_proto.feature_views.append(feature_view_proto)
return registry_proto
self._registry_store.update_registry_proto(updater)
def apply_feature_view(self, feature_view: FeatureView, project: str):
"""
Registers a single feature view with Feast
Args:
feature_view: Feature view that will be registered
project: Feast project that this feature view belongs to
"""
feature_view.is_valid()
feature_view_proto = feature_view.to_proto()
feature_view_proto.spec.project = project
def updater(registry_proto: RegistryProto):
for idx, existing_feature_view_proto in enumerate(
registry_proto.feature_views):
if (existing_feature_view_proto.spec.name
== feature_view_proto.spec.name and
existing_feature_view_proto.spec.project == project):
del registry_proto.feature_views[idx]
registry_proto.feature_views.append(feature_view_proto)
return registry_proto
registry_proto.feature_views.append(feature_view_proto)
return registry_proto
self._registry_store.update_registry(updater)
def apply_feature_view(self,
feature_view: FeatureView,
project: str,
commit: bool = True):
"""
Registers a single feature view with Feast
Args:
feature_view: Feature view that will be registered
project: Feast project that this feature view belongs to
commit: Whether the change should be persisted immediately
"""
feature_view.is_valid()
feature_view_proto = feature_view.to_proto()
feature_view_proto.spec.project = project
self._prepare_registry_for_changes()
assert self.cached_registry_proto
for idx, existing_feature_view_proto in enumerate(
self.cached_registry_proto.feature_views):
if (existing_feature_view_proto.spec.name
== feature_view_proto.spec.name
and existing_feature_view_proto.spec.project == project):
if FeatureView.from_proto(
existing_feature_view_proto) == feature_view:
return
else:
del self.cached_registry_proto.feature_views[idx]
break
self.cached_registry_proto.feature_views.append(feature_view_proto)
if commit:
self.commit()
