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registry_server.py
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185 lines (159 loc) · 6.96 KB
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from concurrent import futures
import grpc
from google.protobuf.empty_pb2 import Empty
from feast import FeatureStore
from feast.protos.feast.registry import RegistryServer_pb2, RegistryServer_pb2_grpc
class RegistryServer(RegistryServer_pb2_grpc.RegistryServerServicer):
def __init__(self, store: FeatureStore) -> None:
super().__init__()
self.proxied_registry = store.registry
def GetEntity(self, request: RegistryServer_pb2.GetEntityRequest, context):
return self.proxied_registry.get_entity(
name=request.name, project=request.project, allow_cache=request.allow_cache
).to_proto()
def ListEntities(self, request, context):
return RegistryServer_pb2.ListEntitiesResponse(
entities=[
entity.to_proto()
for entity in self.proxied_registry.list_entities(
project=request.project, allow_cache=request.allow_cache
)
]
)
def GetDataSource(self, request: RegistryServer_pb2.GetDataSourceRequest, context):
return self.proxied_registry.get_data_source(
name=request.name, project=request.project, allow_cache=request.allow_cache
).to_proto()
def ListDataSources(self, request, context):
return RegistryServer_pb2.ListDataSourcesResponse(
data_sources=[
data_source.to_proto()
for data_source in self.proxied_registry.list_data_sources(
project=request.project, allow_cache=request.allow_cache
)
]
)
def GetFeatureView(
self, request: RegistryServer_pb2.GetFeatureViewRequest, context
):
return self.proxied_registry.get_feature_view(
name=request.name, project=request.project, allow_cache=request.allow_cache
).to_proto()
def ListFeatureViews(self, request, context):
return RegistryServer_pb2.ListFeatureViewsResponse(
feature_views=[
feature_view.to_proto()
for feature_view in self.proxied_registry.list_feature_views(
project=request.project, allow_cache=request.allow_cache
)
]
)
def GetStreamFeatureView(
self, request: RegistryServer_pb2.GetStreamFeatureViewRequest, context
):
return self.proxied_registry.get_stream_feature_view(
name=request.name, project=request.project, allow_cache=request.allow_cache
).to_proto()
def ListStreamFeatureViews(self, request, context):
return RegistryServer_pb2.ListStreamFeatureViewsResponse(
stream_feature_views=[
stream_feature_view.to_proto()
for stream_feature_view in self.proxied_registry.list_stream_feature_views(
project=request.project, allow_cache=request.allow_cache
)
]
)
def GetOnDemandFeatureView(
self, request: RegistryServer_pb2.GetOnDemandFeatureViewRequest, context
):
return self.proxied_registry.get_on_demand_feature_view(
name=request.name, project=request.project, allow_cache=request.allow_cache
).to_proto()
def ListOnDemandFeatureViews(self, request, context):
return RegistryServer_pb2.ListOnDemandFeatureViewsResponse(
on_demand_feature_views=[
on_demand_feature_view.to_proto()
for on_demand_feature_view in self.proxied_registry.list_on_demand_feature_views(
project=request.project, allow_cache=request.allow_cache
)
]
)
def GetFeatureService(
self, request: RegistryServer_pb2.GetFeatureServiceRequest, context
):
return self.proxied_registry.get_feature_service(
name=request.name, project=request.project, allow_cache=request.allow_cache
).to_proto()
def ListFeatureServices(
self, request: RegistryServer_pb2.ListFeatureServicesRequest, context
):
return RegistryServer_pb2.ListFeatureServicesResponse(
feature_services=[
feature_service.to_proto()
for feature_service in self.proxied_registry.list_feature_services(
project=request.project, allow_cache=request.allow_cache
)
]
)
def GetSavedDataset(
self, request: RegistryServer_pb2.GetSavedDatasetRequest, context
):
return self.proxied_registry.get_saved_dataset(
name=request.name, project=request.project, allow_cache=request.allow_cache
).to_proto()
def ListSavedDatasets(
self, request: RegistryServer_pb2.ListSavedDatasetsRequest, context
):
return RegistryServer_pb2.ListSavedDatasetsResponse(
saved_datasets=[
saved_dataset.to_proto()
for saved_dataset in self.proxied_registry.list_saved_datasets(
project=request.project, allow_cache=request.allow_cache
)
]
)
def GetValidationReference(
self, request: RegistryServer_pb2.GetValidationReferenceRequest, context
):
return self.proxied_registry.get_validation_reference(
name=request.name, project=request.project, allow_cache=request.allow_cache
).to_proto()
def ListValidationReferences(
self, request: RegistryServer_pb2.ListValidationReferencesRequest, context
):
return RegistryServer_pb2.ListValidationReferencesResponse(
validation_references=[
validation_reference.to_proto()
for validation_reference in self.proxied_registry.list_validation_references(
project=request.project, allow_cache=request.allow_cache
)
]
)
def ListProjectMetadata(
self, request: RegistryServer_pb2.ListProjectMetadataRequest, context
):
return RegistryServer_pb2.ListProjectMetadataResponse(
project_metadata=[
project_metadata.to_proto()
for project_metadata in self.proxied_registry.list_project_metadata(
project=request.project, allow_cache=request.allow_cache
)
]
)
def GetInfra(self, request: RegistryServer_pb2.GetInfraRequest, context):
return self.proxied_registry.get_infra(
project=request.project, allow_cache=request.allow_cache
).to_proto()
def Refresh(self, request, context):
self.proxied_registry.refresh(request.project)
return Empty()
def Proto(self, request, context):
return self.proxied_registry.proto()
def start_server(store: FeatureStore, port: int):
server = grpc.server(futures.ThreadPoolExecutor(max_workers=10))
RegistryServer_pb2_grpc.add_RegistryServerServicer_to_server(
RegistryServer(store), server
)
server.add_insecure_port(f"[::]:{port}")
server.start()
server.wait_for_termination()