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fix: Bugfixes for how registry is loaded #2768

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Jun 9, 2022
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5 changes: 3 additions & 2 deletions sdk/python/feast/infra/registry_stores/sql.py
Original file line number Diff line number Diff line change
Expand Up @@ -472,7 +472,7 @@ def update_infra(self, infra: Infra, project: str, commit: bool = True):
pass

def get_infra(self, project: str, allow_cache: bool = False) -> Infra:
pass
return Infra()

def apply_user_metadata(
self,
Expand Down Expand Up @@ -550,7 +550,8 @@ def proto(self) -> RegistryProto:
(self.list_validation_references, r.validation_references),
]:
objs: List[Any] = lister(project) # type: ignore
registry_proto_field.extend([obj.to_proto() for obj in objs])
if objs:
registry_proto_field.extend([obj.to_proto() for obj in objs])

return r

Expand Down
150 changes: 81 additions & 69 deletions sdk/python/feast/registry.py
Original file line number Diff line number Diff line change
Expand Up @@ -663,6 +663,75 @@ def commit(self):
def refresh(self):
"""Refreshes the state of the registry cache by fetching the registry state from the remote registry store."""

@staticmethod
def _message_to_sorted_dict(message: Message) -> Dict[str, Any]:
return json.loads(MessageToJson(message, sort_keys=True))

def to_dict(self, project: str) -> Dict[str, List[Any]]:
"""Returns a dictionary representation of the registry contents for the specified project.

For each list in the dictionary, the elements are sorted by name, so this
method can be used to compare two registries.

Args:
project: Feast project to convert to a dict
"""
registry_dict: Dict[str, Any] = defaultdict(list)
registry_dict["project"] = project
for data_source in sorted(
self.list_data_sources(project=project), key=lambda ds: ds.name
):
registry_dict["dataSources"].append(
self._message_to_sorted_dict(data_source.to_proto())
)
for entity in sorted(
self.list_entities(project=project), key=lambda entity: entity.name
):
registry_dict["entities"].append(
self._message_to_sorted_dict(entity.to_proto())
)
for feature_view in sorted(
self.list_feature_views(project=project),
key=lambda feature_view: feature_view.name,
):
registry_dict["featureViews"].append(
self._message_to_sorted_dict(feature_view.to_proto())
)
for feature_service in sorted(
self.list_feature_services(project=project),
key=lambda feature_service: feature_service.name,
):
registry_dict["featureServices"].append(
self._message_to_sorted_dict(feature_service.to_proto())
)
for on_demand_feature_view in sorted(
self.list_on_demand_feature_views(project=project),
key=lambda on_demand_feature_view: on_demand_feature_view.name,
):
odfv_dict = self._message_to_sorted_dict(on_demand_feature_view.to_proto())
odfv_dict["spec"]["userDefinedFunction"]["body"] = dill.source.getsource(
on_demand_feature_view.udf
)
registry_dict["onDemandFeatureViews"].append(odfv_dict)
for request_feature_view in sorted(
self.list_request_feature_views(project=project),
key=lambda request_feature_view: request_feature_view.name,
):
registry_dict["requestFeatureViews"].append(
self._message_to_sorted_dict(request_feature_view.to_proto())
)
for saved_dataset in sorted(
self.list_saved_datasets(project=project), key=lambda item: item.name
):
registry_dict["savedDatasets"].append(
self._message_to_sorted_dict(saved_dataset.to_proto())
)
for infra_object in sorted(self.get_infra(project=project).infra_objects):
registry_dict["infra"].append(
self._message_to_sorted_dict(infra_object.to_proto())
)
return registry_dict


class Registry(BaseRegistry):
"""
Expand All @@ -689,6 +758,18 @@ def get_user_metadata(
cached_registry_proto_created: Optional[datetime] = None
cached_registry_proto_ttl: timedelta

def __new__(
felixwang9817 marked this conversation as resolved.
Show resolved Hide resolved
cls, registry_config: Optional[RegistryConfig], repo_path: Optional[Path]
):
# We override __new__ so that we can inspect registry_config and create a SqlRegistry without callers
# needing to make any changes.
if registry_config and registry_config.registry_type == "sql":
from feast.infra.registry_stores.sql import SqlRegistry

return SqlRegistry(registry_config, repo_path)
else:
return super(Registry, cls).__new__(cls)

def __init__(
self, registry_config: Optional[RegistryConfig], repo_path: Optional[Path]
):
Expand Down Expand Up @@ -1587,75 +1668,6 @@ def teardown(self):
def proto(self) -> RegistryProto:
return self.cached_registry_proto or RegistryProto()

def to_dict(self, project: str) -> Dict[str, List[Any]]:
"""Returns a dictionary representation of the registry contents for the specified project.

For each list in the dictionary, the elements are sorted by name, so this
method can be used to compare two registries.

Args:
project: Feast project to convert to a dict
"""
registry_dict: Dict[str, Any] = defaultdict(list)
registry_dict["project"] = project
for data_source in sorted(
self.list_data_sources(project=project), key=lambda ds: ds.name
):
registry_dict["dataSources"].append(
self._message_to_sorted_dict(data_source.to_proto())
)
for entity in sorted(
self.list_entities(project=project), key=lambda entity: entity.name
):
registry_dict["entities"].append(
self._message_to_sorted_dict(entity.to_proto())
)
for feature_view in sorted(
self.list_feature_views(project=project),
key=lambda feature_view: feature_view.name,
):
registry_dict["featureViews"].append(
self._message_to_sorted_dict(feature_view.to_proto())
)
for feature_service in sorted(
self.list_feature_services(project=project),
key=lambda feature_service: feature_service.name,
):
registry_dict["featureServices"].append(
self._message_to_sorted_dict(feature_service.to_proto())
)
for on_demand_feature_view in sorted(
self.list_on_demand_feature_views(project=project),
key=lambda on_demand_feature_view: on_demand_feature_view.name,
):
odfv_dict = self._message_to_sorted_dict(on_demand_feature_view.to_proto())
odfv_dict["spec"]["userDefinedFunction"]["body"] = dill.source.getsource(
on_demand_feature_view.udf
)
registry_dict["onDemandFeatureViews"].append(odfv_dict)
for request_feature_view in sorted(
self.list_request_feature_views(project=project),
key=lambda request_feature_view: request_feature_view.name,
):
registry_dict["requestFeatureViews"].append(
self._message_to_sorted_dict(request_feature_view.to_proto())
)
for saved_dataset in sorted(
self.list_saved_datasets(project=project), key=lambda item: item.name
):
registry_dict["savedDatasets"].append(
self._message_to_sorted_dict(saved_dataset.to_proto())
)
for infra_object in sorted(self.get_infra(project=project).infra_objects):
registry_dict["infra"].append(
self._message_to_sorted_dict(infra_object.to_proto())
)
return registry_dict

@staticmethod
def _message_to_sorted_dict(message: Message) -> Dict[str, Any]:
return json.loads(MessageToJson(message, sort_keys=True))

def _prepare_registry_for_changes(self):
"""Prepares the Registry for changes by refreshing the cache if necessary."""
try:
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -85,7 +85,7 @@ def mysql_registry():

log_string_to_wait_for = "/usr/sbin/mysqld: ready for connections. Version: '8.0.29' socket: '/var/run/mysqld/mysqld.sock' port: 3306"
waited = wait_for_logs(
container=container, predicate=log_string_to_wait_for, timeout=30, interval=10,
container=container, predicate=log_string_to_wait_for, timeout=60, interval=10,
)
logger.info("Waited for %s seconds until mysql container was up", waited)
container_port = container.get_exposed_port(3306)
Expand Down