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registry_server.py
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1420 lines (1277 loc) · 53 KB
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import logging
from concurrent import futures
from datetime import datetime, timezone
from typing import Any, Callable, List, Optional, cast
import grpc
from google.protobuf.empty_pb2 import Empty
from grpc_health.v1 import health, health_pb2, health_pb2_grpc
from grpc_reflection.v1alpha import reflection
from feast import FeatureService, FeatureStore
from feast.base_feature_view import BaseFeatureView
from feast.data_source import DataSource
from feast.entity import Entity
from feast.errors import FeastObjectNotFoundException
from feast.feast_object import FeastObject
from feast.feature_view import FeatureView
from feast.grpc_error_interceptor import ErrorInterceptor
from feast.infra.infra_object import Infra
from feast.infra.registry.base_registry import BaseRegistry
from feast.on_demand_feature_view import OnDemandFeatureView
from feast.permissions.action import AuthzedAction
from feast.permissions.permission import Permission
from feast.permissions.security_manager import (
assert_permissions,
assert_permissions_to_update,
permitted_resources,
)
from feast.permissions.server.grpc import AuthInterceptor
from feast.permissions.server.utils import (
AuthManagerType,
ServerType,
init_auth_manager,
init_security_manager,
str_to_auth_manager_type,
)
from feast.project import Project
from feast.protos.feast.registry import RegistryServer_pb2, RegistryServer_pb2_grpc
from feast.protos.feast.registry.RegistryServer_pb2 import Feature, ListFeaturesResponse
from feast.saved_dataset import SavedDataset, ValidationReference
from feast.stream_feature_view import StreamFeatureView
logger = logging.getLogger(__name__)
logger.setLevel(logging.INFO)
def apply_pagination_and_sorting(
objects: List[Any],
pagination: Optional[RegistryServer_pb2.PaginationParams] = None,
sorting: Optional[RegistryServer_pb2.SortingParams] = None,
) -> tuple[List[Any], RegistryServer_pb2.PaginationMetadata]:
"""
Apply sorting and pagination to a list of objects at the gRPC layer.
Args:
objects: List of objects to paginate and sort
pagination: Pagination parameters (page, limit)
sorting: Sorting parameters (sort_by, sort_order)
Returns:
Tuple of (paginated and sorted objects, pagination metadata)
"""
if not objects:
empty_metadata = RegistryServer_pb2.PaginationMetadata(
page=0,
limit=0,
total_count=0,
total_pages=0,
has_next=False,
has_previous=False,
)
return objects, empty_metadata
if sorting and sorting.sort_by and sorting.sort_by.strip():
objects = apply_sorting(objects, sorting.sort_by, sorting.sort_order)
total_count = len(objects)
# Apply pagination if requested
if pagination and pagination.page > 0 and pagination.limit > 0:
start_idx = (pagination.page - 1) * pagination.limit
end_idx = start_idx + pagination.limit
paginated_objects = objects[start_idx:end_idx]
total_pages = (total_count + pagination.limit - 1) // pagination.limit
has_next = pagination.page < total_pages
has_previous = pagination.page > 1
pagination_metadata = RegistryServer_pb2.PaginationMetadata(
page=pagination.page,
limit=pagination.limit,
total_count=total_count,
total_pages=total_pages,
has_next=has_next,
has_previous=has_previous,
)
return paginated_objects, pagination_metadata
else:
# No pagination requested - return all objects
pagination_metadata = RegistryServer_pb2.PaginationMetadata(
page=0,
limit=0,
total_count=total_count,
total_pages=1,
has_next=False,
has_previous=False,
)
return objects, pagination_metadata
def apply_sorting(objects: List[Any], sort_by: str, sort_order: str) -> List[Any]:
"""Apply sorting to a list of objects using dot notation for nested attributes."""
def get_nested_attr(obj, attr_path: str):
"""Get nested attribute using dot notation."""
attrs = attr_path.split(".")
current = obj
for attr in attrs:
if hasattr(current, attr):
current = getattr(current, attr)
elif isinstance(current, dict) and attr in current:
current = current[attr]
else:
return None
return current
def sort_key(obj):
value = get_nested_attr(obj, sort_by)
if value is None:
return ("", 0, None)
if isinstance(value, str):
return (value.lower(), 1, None)
elif isinstance(value, (int, float)):
return ("", 1, value)
else:
return (str(value).lower(), 1, None)
reverse = sort_order.lower() == "desc"
try:
return sorted(objects, key=sort_key, reverse=reverse)
except Exception as e:
logger.warning(f"Failed to sort objects by '{sort_by}': {e}")
return objects
def _build_any_feature_view_proto(feature_view: BaseFeatureView):
from feast.labeling.label_view import LabelView
if isinstance(feature_view, StreamFeatureView):
arg_name = "stream_feature_view"
feature_view_proto = feature_view.to_proto()
elif isinstance(feature_view, FeatureView):
arg_name = "feature_view"
feature_view_proto = feature_view.to_proto()
elif isinstance(feature_view, OnDemandFeatureView):
arg_name = "on_demand_feature_view"
feature_view_proto = feature_view.to_proto()
elif isinstance(feature_view, LabelView):
arg_name = "label_view"
feature_view_proto = feature_view.to_proto()
else:
raise ValueError(f"Unexpected feature view type: {type(feature_view)}")
return RegistryServer_pb2.AnyFeatureView(
feature_view=feature_view_proto if arg_name == "feature_view" else None,
stream_feature_view=feature_view_proto
if arg_name == "stream_feature_view"
else None,
on_demand_feature_view=feature_view_proto
if arg_name == "on_demand_feature_view"
else None,
label_view=feature_view_proto if arg_name == "label_view" else None,
)
class RegistryServer(RegistryServer_pb2_grpc.RegistryServerServicer):
def __init__(self, registry: BaseRegistry) -> None:
super().__init__()
self.proxied_registry = registry
def ApplyEntity(self, request: RegistryServer_pb2.ApplyEntityRequest, context):
entity = cast(
Entity,
assert_permissions_to_update(
resource=Entity.from_proto(request.entity),
getter=self.proxied_registry.get_entity,
project=request.project,
),
)
self.proxied_registry.apply_entity(
entity=entity,
project=request.project,
commit=request.commit,
)
return Empty()
def GetEntity(self, request: RegistryServer_pb2.GetEntityRequest, context):
return assert_permissions(
self.proxied_registry.get_entity(
name=request.name,
project=request.project,
allow_cache=request.allow_cache,
),
actions=[AuthzedAction.DESCRIBE],
).to_proto()
def ListEntities(self, request: RegistryServer_pb2.ListEntitiesRequest, context):
paginated_entities, pagination_metadata = apply_pagination_and_sorting(
permitted_resources(
resources=cast(
list[FeastObject],
self.proxied_registry.list_entities(
project=request.project,
allow_cache=request.allow_cache,
tags=dict(request.tags),
),
),
actions=AuthzedAction.DESCRIBE,
),
pagination=request.pagination,
sorting=request.sorting,
)
return RegistryServer_pb2.ListEntitiesResponse(
entities=[entity.to_proto() for entity in paginated_entities],
pagination=pagination_metadata,
)
def DeleteEntity(self, request: RegistryServer_pb2.DeleteEntityRequest, context):
assert_permissions(
resource=self.proxied_registry.get_entity(
name=request.name, project=request.project
),
actions=AuthzedAction.DELETE,
)
self.proxied_registry.delete_entity(
name=request.name, project=request.project, commit=request.commit
)
return Empty()
def ApplyDataSource(
self, request: RegistryServer_pb2.ApplyDataSourceRequest, context
):
data_source = cast(
DataSource,
assert_permissions_to_update(
resource=DataSource.from_proto(request.data_source),
getter=self.proxied_registry.get_data_source,
project=request.project,
),
)
self.proxied_registry.apply_data_source(
data_source=data_source,
project=request.project,
commit=request.commit,
)
return Empty()
def GetDataSource(self, request: RegistryServer_pb2.GetDataSourceRequest, context):
return assert_permissions(
resource=self.proxied_registry.get_data_source(
name=request.name,
project=request.project,
allow_cache=request.allow_cache,
),
actions=AuthzedAction.DESCRIBE,
).to_proto()
def ListDataSources(
self, request: RegistryServer_pb2.ListDataSourcesRequest, context
):
paginated_data_sources, pagination_metadata = apply_pagination_and_sorting(
permitted_resources(
resources=cast(
list[FeastObject],
self.proxied_registry.list_data_sources(
project=request.project,
allow_cache=request.allow_cache,
tags=dict(request.tags),
),
),
actions=AuthzedAction.DESCRIBE,
),
pagination=request.pagination,
sorting=request.sorting,
)
return RegistryServer_pb2.ListDataSourcesResponse(
data_sources=[
data_source.to_proto() for data_source in paginated_data_sources
],
pagination=pagination_metadata,
)
def DeleteDataSource(
self, request: RegistryServer_pb2.DeleteDataSourceRequest, context
):
assert_permissions(
resource=self.proxied_registry.get_data_source(
name=request.name,
project=request.project,
),
actions=AuthzedAction.DELETE,
)
self.proxied_registry.delete_data_source(
name=request.name, project=request.project, commit=request.commit
)
return Empty()
def GetFeatureView(
self, request: RegistryServer_pb2.GetFeatureViewRequest, context
):
return assert_permissions(
self.proxied_registry.get_feature_view(
name=request.name,
project=request.project,
allow_cache=request.allow_cache,
),
actions=[AuthzedAction.DESCRIBE],
).to_proto()
def GetAnyFeatureView(
self, request: RegistryServer_pb2.GetAnyFeatureViewRequest, context
):
feature_view = assert_permissions(
cast(
FeastObject,
self.proxied_registry.get_any_feature_view(
name=request.name,
project=request.project,
allow_cache=request.allow_cache,
),
),
actions=[AuthzedAction.DESCRIBE],
)
return RegistryServer_pb2.GetAnyFeatureViewResponse(
any_feature_view=_build_any_feature_view_proto(
cast(BaseFeatureView, feature_view)
)
)
def ApplyFeatureView(
self, request: RegistryServer_pb2.ApplyFeatureViewRequest, context
):
from feast.labeling.label_view import LabelView
feature_view_type = request.WhichOneof("base_feature_view")
feature_view_meta: BaseFeatureView
if feature_view_type == "feature_view":
feature_view_meta = FeatureView.from_proto(
request.feature_view, skip_udf=True
)
elif feature_view_type == "on_demand_feature_view":
feature_view_meta = OnDemandFeatureView.from_proto(
request.on_demand_feature_view, skip_udf=True
)
elif feature_view_type == "stream_feature_view":
feature_view_meta = StreamFeatureView.from_proto(
request.stream_feature_view, skip_udf=True
)
elif feature_view_type == "label_view":
feature_view_meta = LabelView.from_proto(request.label_view)
else:
raise ValueError(f"Unexpected feature view type: {feature_view_type}")
getter: Callable
if isinstance(feature_view_meta, StreamFeatureView):
getter = self.proxied_registry.get_stream_feature_view
elif isinstance(feature_view_meta, FeatureView):
getter = self.proxied_registry.get_feature_view
elif isinstance(feature_view_meta, OnDemandFeatureView):
getter = self.proxied_registry.get_on_demand_feature_view
elif isinstance(feature_view_meta, LabelView):
getter = self.proxied_registry.get_label_view
else:
getter = self.proxied_registry.get_feature_view
assert_permissions_to_update(
resource=cast(FeastObject, feature_view_meta),
getter=cast(Callable, getter),
project=request.project,
)
feature_view: BaseFeatureView
if feature_view_type == "feature_view":
feature_view = FeatureView.from_proto(request.feature_view)
elif feature_view_type == "on_demand_feature_view":
feature_view = OnDemandFeatureView.from_proto(
request.on_demand_feature_view
)
elif feature_view_type == "stream_feature_view":
feature_view = StreamFeatureView.from_proto(request.stream_feature_view)
elif feature_view_type == "label_view":
feature_view = LabelView.from_proto(request.label_view)
else:
raise ValueError(f"Unexpected feature view type: {feature_view_type}")
(
self.proxied_registry.apply_feature_view(
feature_view=feature_view,
project=request.project,
commit=request.commit,
),
)
return Empty()
def ListFeatureViews(
self, request: RegistryServer_pb2.ListFeatureViewsRequest, context
):
paginated_feature_views, pagination_metadata = apply_pagination_and_sorting(
permitted_resources(
resources=cast(
list[FeastObject],
self.proxied_registry.list_feature_views(
project=request.project,
allow_cache=request.allow_cache,
tags=dict(request.tags),
skip_udf=True,
),
),
actions=AuthzedAction.DESCRIBE,
),
pagination=request.pagination,
sorting=request.sorting,
)
return RegistryServer_pb2.ListFeatureViewsResponse(
feature_views=[
feature_view.to_proto() for feature_view in paginated_feature_views
],
pagination=pagination_metadata,
)
def ListAllFeatureViews(
self, request: RegistryServer_pb2.ListAllFeatureViewsRequest, context
):
from feast.labeling.label_view import LabelView
all_feature_views = cast(
list[FeastObject],
[
fv
for fv in self.proxied_registry.list_all_feature_views(
project=request.project,
allow_cache=request.allow_cache,
tags=dict(request.tags),
skip_udf=True,
)
if not isinstance(fv, LabelView)
],
)
if (
request.entity
or request.feature
or request.feature_service
or request.data_source
):
filtered_feature_views = []
for feature_view in all_feature_views:
feature_view_obj = cast(BaseFeatureView, feature_view)
include_feature_view = True
# Filter by entity
if request.entity:
entity_match = False
if (
hasattr(feature_view_obj, "entities")
and feature_view_obj.entities
):
if request.entity in feature_view_obj.entities:
entity_match = True
elif (
hasattr(feature_view_obj, "entity_columns")
and feature_view_obj.entity_columns
):
# For feature views with entity_columns, check if the entity is referenced
entity_names = [
col.entity_name
for col in feature_view_obj.entity_columns
if hasattr(col, "entity_name")
]
if request.entity in entity_names:
entity_match = True
if not entity_match:
include_feature_view = False
# Filter by feature
if include_feature_view and request.feature:
feature_match = False
if hasattr(feature_view_obj, "features"):
feature_names = [f.name for f in feature_view_obj.features]
if request.feature in feature_names:
feature_match = True
if not feature_match:
include_feature_view = False
# Filter by feature service
if include_feature_view and request.feature_service:
try:
feature_service = self.proxied_registry.get_feature_service(
name=request.feature_service,
project=request.project,
allow_cache=request.allow_cache,
)
assert_permissions(
resource=feature_service,
actions=AuthzedAction.DESCRIBE,
)
feature_service_match = False
if hasattr(feature_service, "feature_view_projections"):
for (
feature_view_ref
) in feature_service.feature_view_projections:
if feature_view_ref.name == feature_view_obj.name:
feature_service_match = True
break
if not feature_service_match:
include_feature_view = False
except Exception:
include_feature_view = False
# Filter by data source
if include_feature_view and request.data_source:
data_source_match = False
if (
hasattr(feature_view_obj, "batch_source")
and feature_view_obj.batch_source
):
if feature_view_obj.batch_source.name == request.data_source:
data_source_match = True
if (
hasattr(feature_view_obj, "stream_source")
and feature_view_obj.stream_source
):
if feature_view_obj.stream_source.name == request.data_source:
data_source_match = True
if (
hasattr(feature_view_obj, "source_request_sources")
and feature_view_obj.source_request_sources
):
for (
request_source
) in feature_view_obj.source_request_sources.values():
if request_source.name == request.data_source:
data_source_match = True
break
if not data_source_match:
include_feature_view = False
if include_feature_view:
filtered_feature_views.append(feature_view_obj)
all_feature_views = cast(list[FeastObject], filtered_feature_views)
paginated_feature_views, pagination_metadata = apply_pagination_and_sorting(
permitted_resources(
resources=all_feature_views,
actions=AuthzedAction.DESCRIBE,
),
pagination=request.pagination,
sorting=request.sorting,
)
return RegistryServer_pb2.ListAllFeatureViewsResponse(
feature_views=[
_build_any_feature_view_proto(cast(BaseFeatureView, feature_view))
for feature_view in paginated_feature_views
],
pagination=pagination_metadata,
)
def DeleteFeatureView(
self, request: RegistryServer_pb2.DeleteFeatureViewRequest, context
):
feature_view = self.proxied_registry.get_any_feature_view(
name=request.name, project=request.project, allow_cache=False
)
assert_permissions(
resource=cast(FeastObject, feature_view),
actions=[AuthzedAction.DELETE],
)
self.proxied_registry.delete_feature_view(
name=request.name, project=request.project, commit=request.commit
)
return Empty()
def GetStreamFeatureView(
self, request: RegistryServer_pb2.GetStreamFeatureViewRequest, context
):
return assert_permissions(
resource=self.proxied_registry.get_stream_feature_view(
name=request.name,
project=request.project,
allow_cache=request.allow_cache,
),
actions=[AuthzedAction.DESCRIBE],
).to_proto()
def ListStreamFeatureViews(
self, request: RegistryServer_pb2.ListStreamFeatureViewsRequest, context
):
paginated_stream_feature_views, pagination_metadata = (
apply_pagination_and_sorting(
permitted_resources(
resources=cast(
list[FeastObject],
self.proxied_registry.list_stream_feature_views(
project=request.project,
allow_cache=request.allow_cache,
tags=dict(request.tags),
skip_udf=True,
),
),
actions=AuthzedAction.DESCRIBE,
),
pagination=request.pagination,
sorting=request.sorting,
)
)
return RegistryServer_pb2.ListStreamFeatureViewsResponse(
stream_feature_views=[
stream_feature_view.to_proto()
for stream_feature_view in paginated_stream_feature_views
],
pagination=pagination_metadata,
)
def GetOnDemandFeatureView(
self, request: RegistryServer_pb2.GetOnDemandFeatureViewRequest, context
):
return assert_permissions(
resource=self.proxied_registry.get_on_demand_feature_view(
name=request.name,
project=request.project,
allow_cache=request.allow_cache,
),
actions=[AuthzedAction.DESCRIBE],
).to_proto()
def ListOnDemandFeatureViews(
self, request: RegistryServer_pb2.ListOnDemandFeatureViewsRequest, context
):
paginated_on_demand_feature_views, pagination_metadata = (
apply_pagination_and_sorting(
permitted_resources(
resources=cast(
list[FeastObject],
self.proxied_registry.list_on_demand_feature_views(
project=request.project,
allow_cache=request.allow_cache,
tags=dict(request.tags),
skip_udf=True,
),
),
actions=AuthzedAction.DESCRIBE,
),
pagination=request.pagination,
sorting=request.sorting,
)
)
return RegistryServer_pb2.ListOnDemandFeatureViewsResponse(
on_demand_feature_views=[
on_demand_feature_view.to_proto()
for on_demand_feature_view in paginated_on_demand_feature_views
],
pagination=pagination_metadata,
)
def GetLabelView(self, request: RegistryServer_pb2.GetLabelViewRequest, context):
return assert_permissions(
resource=self.proxied_registry.get_label_view(
name=request.name,
project=request.project,
allow_cache=request.allow_cache,
),
actions=[AuthzedAction.DESCRIBE],
).to_proto()
def ListLabelViews(
self, request: RegistryServer_pb2.ListLabelViewsRequest, context
):
paginated_label_views, pagination_metadata = apply_pagination_and_sorting(
permitted_resources(
resources=cast(
list[FeastObject],
self.proxied_registry.list_label_views(
project=request.project,
allow_cache=request.allow_cache,
tags=dict(request.tags),
),
),
actions=AuthzedAction.DESCRIBE,
),
pagination=request.pagination,
sorting=request.sorting,
)
return RegistryServer_pb2.ListLabelViewsResponse(
label_views=[label_view.to_proto() for label_view in paginated_label_views],
pagination=pagination_metadata,
)
def ApplyFeatureService(
self, request: RegistryServer_pb2.ApplyFeatureServiceRequest, context
):
feature_service = cast(
FeatureService,
assert_permissions_to_update(
resource=FeatureService.from_proto(request.feature_service),
getter=self.proxied_registry.get_feature_service,
project=request.project,
),
)
self.proxied_registry.apply_feature_service(
feature_service=feature_service,
project=request.project,
commit=request.commit,
)
return Empty()
def GetFeatureService(
self, request: RegistryServer_pb2.GetFeatureServiceRequest, context
):
return assert_permissions(
resource=self.proxied_registry.get_feature_service(
name=request.name,
project=request.project,
allow_cache=request.allow_cache,
),
actions=[AuthzedAction.DESCRIBE],
).to_proto()
def ListFeatureServices(
self, request: RegistryServer_pb2.ListFeatureServicesRequest, context
):
# Get all feature services first
all_feature_services = self.proxied_registry.list_feature_services(
project=request.project,
allow_cache=request.allow_cache,
tags=dict(request.tags),
)
# Filter by feature view if specified
if request.feature_view:
filtered_feature_services = []
for feature_service in all_feature_services:
# Check if the feature service uses the specified feature view
feature_view_match = False
if hasattr(feature_service, "feature_view_projections"):
for (
feature_view_projection
) in feature_service.feature_view_projections:
if feature_view_projection.name == request.feature_view:
feature_view_match = True
break
if feature_view_match:
filtered_feature_services.append(feature_service)
all_feature_services = filtered_feature_services
paginated_feature_services, pagination_metadata = apply_pagination_and_sorting(
permitted_resources(
resources=cast(list[FeastObject], all_feature_services),
actions=AuthzedAction.DESCRIBE,
),
pagination=request.pagination,
sorting=request.sorting,
)
return RegistryServer_pb2.ListFeatureServicesResponse(
feature_services=[
feature_service.to_proto()
for feature_service in paginated_feature_services
],
pagination=pagination_metadata,
)
def DeleteFeatureService(
self, request: RegistryServer_pb2.DeleteFeatureServiceRequest, context
):
feature_service = self.proxied_registry.get_feature_service(
name=request.name, project=request.project, allow_cache=False
)
assert_permissions(
resource=feature_service,
actions=[AuthzedAction.DELETE],
)
self.proxied_registry.delete_feature_service(
name=request.name, project=request.project, commit=request.commit
)
return Empty()
def ApplySavedDataset(
self, request: RegistryServer_pb2.ApplySavedDatasetRequest, context
):
saved_dataset = cast(
SavedDataset,
assert_permissions_to_update(
resource=SavedDataset.from_proto(request.saved_dataset),
getter=self.proxied_registry.get_saved_dataset,
project=request.project,
),
)
self.proxied_registry.apply_saved_dataset(
saved_dataset=saved_dataset,
project=request.project,
commit=request.commit,
)
return Empty()
def GetSavedDataset(
self, request: RegistryServer_pb2.GetSavedDatasetRequest, context
):
return assert_permissions(
self.proxied_registry.get_saved_dataset(
name=request.name,
project=request.project,
allow_cache=request.allow_cache,
),
actions=[AuthzedAction.DESCRIBE],
).to_proto()
def ListSavedDatasets(
self, request: RegistryServer_pb2.ListSavedDatasetsRequest, context
):
paginated_saved_datasets, pagination_metadata = apply_pagination_and_sorting(
permitted_resources(
resources=cast(
list[FeastObject],
self.proxied_registry.list_saved_datasets(
project=request.project,
allow_cache=request.allow_cache,
tags=dict(request.tags),
),
),
actions=AuthzedAction.DESCRIBE,
),
pagination=request.pagination,
sorting=request.sorting,
)
return RegistryServer_pb2.ListSavedDatasetsResponse(
saved_datasets=[
saved_dataset.to_proto() for saved_dataset in paginated_saved_datasets
],
pagination=pagination_metadata,
)
def DeleteSavedDataset(
self, request: RegistryServer_pb2.DeleteSavedDatasetRequest, context
):
saved_dataset = self.proxied_registry.get_saved_dataset(
name=request.name, project=request.project, allow_cache=False
)
assert_permissions(
resource=saved_dataset,
actions=[AuthzedAction.DELETE],
)
self.proxied_registry.delete_saved_dataset(
name=request.name, project=request.project, commit=request.commit
)
return Empty()
def ApplyValidationReference(
self, request: RegistryServer_pb2.ApplyValidationReferenceRequest, context
):
validation_reference = cast(
ValidationReference,
assert_permissions_to_update(
resource=ValidationReference.from_proto(request.validation_reference),
getter=self.proxied_registry.get_validation_reference,
project=request.project,
),
)
self.proxied_registry.apply_validation_reference(
validation_reference=validation_reference,
project=request.project,
commit=request.commit,
)
return Empty()
def GetValidationReference(
self, request: RegistryServer_pb2.GetValidationReferenceRequest, context
):
return assert_permissions(
self.proxied_registry.get_validation_reference(
name=request.name,
project=request.project,
allow_cache=request.allow_cache,
),
actions=[AuthzedAction.DESCRIBE],
).to_proto()
def ListValidationReferences(
self, request: RegistryServer_pb2.ListValidationReferencesRequest, context
):
paginated_validation_references, pagination_metadata = (
apply_pagination_and_sorting(
permitted_resources(
resources=cast(
list[FeastObject],
self.proxied_registry.list_validation_references(
project=request.project,
allow_cache=request.allow_cache,
tags=dict(request.tags),
),
),
actions=AuthzedAction.DESCRIBE,
),
pagination=request.pagination,
sorting=request.sorting,
)
)
return RegistryServer_pb2.ListValidationReferencesResponse(
validation_references=[
validation_reference.to_proto()
for validation_reference in paginated_validation_references
],
pagination=pagination_metadata,
)
def DeleteValidationReference(
self, request: RegistryServer_pb2.DeleteValidationReferenceRequest, context
):
validation_reference = self.proxied_registry.get_validation_reference(
name=request.name, project=request.project, allow_cache=False
)
assert_permissions(
resource=validation_reference,
actions=[AuthzedAction.DELETE],
)
self.proxied_registry.delete_validation_reference(
name=request.name, project=request.project, commit=request.commit
)
return Empty()
def ListProjectMetadata(
self, request: RegistryServer_pb2.ListProjectMetadataRequest, context
):
try:
project = self.proxied_registry.get_project(
name=request.project, allow_cache=True
)
assert_permissions(resource=project, actions=[AuthzedAction.DESCRIBE])
except FeastObjectNotFoundException:
pass
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 ApplyMaterialization(
self, request: RegistryServer_pb2.ApplyMaterializationRequest, context
):
assert_permissions(
resource=FeatureView.from_proto(request.feature_view),
actions=[AuthzedAction.WRITE_ONLINE],
)
self.proxied_registry.apply_materialization(
feature_view=FeatureView.from_proto(request.feature_view),
project=request.project,
start_date=datetime.fromtimestamp(
request.start_date.seconds + request.start_date.nanos / 1e9,
tz=timezone.utc,
),
end_date=datetime.fromtimestamp(
request.end_date.seconds + request.end_date.nanos / 1e9, tz=timezone.utc
),
commit=request.commit,
)
return Empty()
def UpdateInfra(self, request: RegistryServer_pb2.UpdateInfraRequest, context):
project = self.proxied_registry.get_project(
name=request.project, allow_cache=True
)