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import
logging
from
concurrent
import
futures
from
datetime
import
datetime
,
timezone
from
typing
import
Any
,
List
,
Optional
,
Union
,
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
,
FeatureViewNotFoundException
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
):
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
()
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
,
)
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
):
feature_view_type
=
request
.
WhichOneof
(
"base_feature_view"
)
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
)
assert_permissions_to_update
(
resource
=
feature_view
,
# Will replace with the new get_any_feature_view method later
getter
=
self
.
proxied_registry
.
get_feature_view
,
project
=
request
.
project
,
)
(
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
),
),
),
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
):
all_feature_views
=
cast
(
list
[
FeastObject
],
self
.
proxied_registry
.
list_all_feature_views
(
project
=
request
.
project
,
allow_cache
=
request
.
allow_cache
,
tags
=
dict
(
request
.
tags
),
),
)
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
:
Union
[
StreamFeatureView
,
FeatureView
]
try
:
feature_view
=
self
.
proxied_registry
.
get_stream_feature_view
(
name
=
request
.
name
,
project
=
request
.
project
,
allow_cache
=
False
)
except
FeatureViewNotFoundException
:
feature_view
=
self
.
proxied_registry
.
get_feature_view
(
name
=
request
.
name
,
project
=
request
.
project
,
allow_cache
=
False
)
assert_permissions
(
resource
=
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
),
),
),
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
),
),
),
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
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
):
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
):
self
.
proxied_registry
.
update_infra
(
infra
=
Infra
.
from_proto
(
request
.
infra
),
project
=
request
.
project
,
commit
=
request
.
commit
,
)
return
Empty
()
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
ApplyPermission
(
self
,
request
:
RegistryServer_pb2
.
ApplyPermissionRequest
,
context
):
permission
=
cast
(
Permission
,
assert_permissions_to_update
(
resource
=
Permission
.
from_proto
(
request
.
permission
),
getter
=
self
.
proxied_registry
.
get_permission
,
project
=
request
.
project
,
),
)
self
.
proxied_registry
.
apply_permission
(
permission
=
permission
,
project
=
request
.
project
,
commit
=
request
.
commit
,
)
return
Empty
()
def
GetPermission
(
self
,
request
:
RegistryServer_pb2
.
GetPermissionRequest
,
context
):
return
assert_permissions
(
self
.
proxied_registry
.
get_permission
(
name
=
request
.
name
,
project
=
request
.
project
,
allow_cache
=
request
.
allow_cache
,
),
actions
=
[
AuthzedAction
.
DESCRIBE
],
).
to_proto
()
def
ListPermissions
(
self
,
request
:
RegistryServer_pb2
.
ListPermissionsRequest
,
context
):
paginated_permissions
,
pagination_metadata
=
apply_pagination_and_sorting
(
permitted_resources
(
resources
=
cast
(
list
[
FeastObject
],
self
.
proxied_registry
.
list_permissions
(
project
=
request
.
project
,
allow_cache
=
request
.
allow_cache
,
tags
=
dict
(
request
.
tags
),
),
),
actions
=
AuthzedAction
.
DESCRIBE
,
),
pagination
=
request
.
pagination
,
sorting
=
request
.
sorting
,
)
return
RegistryServer_pb2
.
ListPermissionsResponse
(
permissions
=
[
permission
.
to_proto
()
for
permission
in
paginated_permissions
],
pagination
=
pagination_metadata
,
)
def
DeletePermission
(
self
,
request
:
RegistryServer_pb2
.
DeletePermissionRequest
,
context
):
permission
=
self
.
proxied_registry
.
get_permission
(
name
=
request
.
name
,
project
=
request
.
project
,
allow_cache
=
False
)
assert_permissions
(
resource
=
permission
,
actions
=
[
AuthzedAction
.
DELETE
],
)
self
.
proxied_registry
.
delete_permission
(
name
=
request
.
name
,
project
=
request
.
project
,
commit
=
request
.
commit
)
return
Empty
()
def
ApplyProject
(
self
,
request
:
RegistryServer_pb2
.
ApplyProjectRequest
,
context
):
project
=
cast
(
Project
,
assert_permissions_to_update
(
resource
=
Project
.
from_proto
(
request
.
project
),
getter
=
self
.
proxied_registry
.
get_project
,
project
=
Project
.
from_proto
(
request
.
project
).
name
,
),
)
self
.
proxied_registry
.
apply_project
(
project
=
project
,
commit
=
request
.
commit
,
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