FazBrowse GitHub Viewer
|
Trending
|
URL:
|
Home
Tools:
[Download Repo ZIP]
[View Raw Code]
[Original HTTPS Page]
feast-dev/sdk/python/feast/registry_server.py at master · u-sheikh/feast-dev · GitHub
u-sheikh
/
feast-dev
Public
forked from
feast-dev/feast
Notifications
You must be signed in to change notification settings
Fork
0
Star
0
Code
Pull requests
0
Actions
Projects
Security and quality
0
Insights
Additional navigation options
Code
Pull requests
Actions
Projects
Security and quality
Insights
Expand file tree
Breadcrumbs
feast-dev
/
sdk
/
python
/
feast
/
registry_server.py
Copy path
More file actions
More file actions
Latest commit
History
History
History
1295 lines (1161 loc) · 47.9 KB
Breadcrumbs
feast-dev
/
sdk
/
python
/
feast
/
registry_server.py
Copy path
File metadata and controls
1295 lines (1161 loc) · 47.9 KB
Raw
Copy raw file
Download raw file
Open symbols panel
Edit and raw actions
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
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
,
View remainder of file in raw view
Back
|
FazBrowse Home
|
New Git URL