def from_dict(cls, entity_dict):
"""
Creates an entity from a dict.
Args:
entity_dict: A dict representation of an entity.
Returns:
An EntityV2 object based on the entity dict.
"""
entity_proto = json_format.ParseDict(
entity_dict, EntityV2Proto(), ignore_unknown_fields=True
)
return cls.from_proto(entity_proto)
def to_proto(self) -> EntityV2Proto:
"""
Converts an entity object to its protobuf representation
Returns:
EntityV2Proto protobuf
"""
meta = EntityMetaProto(
created_timestamp=self.created_timestamp,
last_updated_timestamp=self.last_updated_timestamp,
)
spec = EntitySpecProto(
name=self.name,
description=self.description,
value_type=self.value_type.value,
labels=self.labels,
)
return EntityV2Proto(spec=spec, meta=meta)
def to_proto(self) -> EntityV2Proto:
"""
Converts an entity object to its protobuf representation.
Returns:
An EntityV2Proto protobuf.
"""
meta = EntityMetaProto()
if self._created_timestamp:
meta.created_timestamp.FromDatetime(self._created_timestamp)
if self._last_updated_timestamp:
meta.last_updated_timestamp.FromDatetime(self._last_updated_timestamp)
spec = EntitySpecProto(
name=self.name,
description=self.description,
value_type=self.value_type.value,
labels=self.labels,
join_key=self.join_key,
)
return EntityV2Proto(spec=spec, meta=meta)