generated from appvia/terraform-aws-module-template
-
Notifications
You must be signed in to change notification settings - Fork 1
/
data-exports-aggregation.yaml
1564 lines (1493 loc) · 69.5 KB
/
data-exports-aggregation.yaml
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
#
## https://raw.githubusercontent.com/aws-samples/aws-cudos-framework-deployment/refs/heads/main/cfn-templates/data-exports-aggregation.yaml
#
AWSTemplateFormatVersion: "2010-09-09"
Description: AWS Billing Data Export Aggregation v0.1.4
Metadata:
AWS::CloudFormation::Interface:
ParameterGroups:
- Label:
default: "Common Parameters Configuration"
Parameters:
- DestinationAccountId
- ResourcePrefix
- ManageCUR2
- ManageFOCUS
- ManageCOH
- Label:
default: "Parameters needed in Destination (Data Collection) Account only"
Parameters:
- SourceAccountIds
- Label:
default: "Technical Parameters. Please do not change."
Parameters:
- EnableSCAD
- RolePath
ParameterLabels:
ManageCOH:
default: "Cost Optimization Recommendations"
ManageCUR2:
default: "CUR 2.0"
ManageFOCUS:
default: "FOCUS"
DestinationAccountId:
default: "Destination (Data Collection) Account Id"
ResourcePrefix:
default: "Resource Prefix"
SourceAccountIds:
default: "Source Account Ids (Comma separated list)"
EnableSCAD:
default: "Enable Split Cost Allocation Data (SCAD) in CUR 2.0"
Parameters:
##
# Common params
##
DestinationAccountId:
Type: String
Description: "AWS Account Id where DataExport will be replicated to (Where you deploy CID Quicksight Dashboards or Data Collection)"
AllowedPattern: '\d{12}'
ResourcePrefix:
Type: String
Default: "cid"
Description: "Prefix used for all named resources, including S3 Bucket. Must be the same in destination and source stacks"
MaxLength: 37 # = 63 - len('-123456789012-data-exports')
AllowedPattern: "^[a-z0-9]+[a-z0-9-]{1,61}[a-z0-9]+$"
ManageCUR2:
Type: String
Description: ""
AllowedValues: ["yes", "no"]
Default: "no"
ManageFOCUS:
Type: String
Description: "NOTE: you can have only one export of this type"
AllowedValues: ["yes", "no"]
Default: "no"
ManageCOH:
Type: String
Description: "NOTE: you must have Cost Optimization Hub Enabled"
AllowedValues: ["yes", "no"]
Default: "no"
##
# Destination specific params
##
SourceAccountIds:
Type: String
AllowedPattern: "^((\\d{12})\\,?)*$"
Default: ""
Description: "Ex: 12345678912,98745612312,.... If you install all in the same account (Source=Destination) please put Destination Account Id first in the list. "
##
# Technical params
##
EnableSCAD:
Type: String
Description: Whether to enable Split Cost Allocation Data (Scad). Set this to 'No', if you experience performance issues due to dataset size.
AllowedValues: ["yes", "no"]
Default: "yes"
RolePath:
Type: String
Default: "/"
Description: Path for roles where PermissionBoundaries can limit location
Conditions:
EmptySourceAccountIds: !Equals [!Ref SourceAccountIds, ""]
IsDestinationAccount:
!Equals [!Ref DestinationAccountId, !Ref "AWS::AccountId"]
IsSourceAccount:
# it is Source account if it is not a destination or if it is a destination and it is listed in Source Accounts (as the list one).
# Unfortunately, there no 'Fn::Contains' in Conditions, so we need to request user setting Dest account as the first.
Fn::Or:
- !Not [!Condition IsDestinationAccount]
- !Equals [
!Ref "AWS::AccountId",
!Select [0, !Split [",", !Sub "${SourceAccountIds},"]],
]
RegionSupportsDataExportsViaCFN: # CFN supports DataExports only in us-east-1 and cn-northwest-1. Other regions must use lambda.
Fn::Or:
- !Equals [!Ref "AWS::Region", "us-east-1"]
- !Equals [!Ref "AWS::Region", "cn-northwest-1"]
ManageCUR2: !Equals [!Ref ManageCUR2, "yes"]
ManageFOCUS: !Equals [!Ref ManageFOCUS, "yes"]
ManageCOH: !Equals [!Ref ManageCOH, "yes"]
EnableSCAD: !Equals [!Ref EnableSCAD, "yes"]
DeployDataExport:
Fn::Or:
- !Condition ManageCUR2
- !Condition ManageFOCUS
- !Condition ManageCOH
DeployCOHServiceRole: !And [!Condition IsSourceAccount, !Condition ManageCOH]
DeployCUR2ViaCFN:
!And [
!Condition IsSourceAccount,
!Condition ManageCUR2,
!Condition RegionSupportsDataExportsViaCFN,
]
DeployFOCUSViaCFN:
!And [
!Condition IsSourceAccount,
!Condition ManageFOCUS,
!Condition RegionSupportsDataExportsViaCFN,
]
DeployCOHViaCFN:
!And [
!Condition IsSourceAccount,
!Condition ManageCOH,
!Condition RegionSupportsDataExportsViaCFN,
]
DeployCUR2ViaLambda:
!And [
!Condition IsSourceAccount,
!Condition ManageCUR2,
!Not [!Condition RegionSupportsDataExportsViaCFN],
]
DeployFOCUSViaLambda:
!And [
!Condition IsSourceAccount,
!Condition ManageFOCUS,
!Not [!Condition RegionSupportsDataExportsViaCFN],
]
DeployCOHViaLambda:
!And [
!Condition IsSourceAccount,
!Condition ManageCOH,
!Not [!Condition RegionSupportsDataExportsViaCFN],
]
DeployCUR2Table: !And [!Condition IsDestinationAccount, !Condition ManageCUR2]
DeployFOCUSTable:
!And [!Condition IsDestinationAccount, !Condition ManageFOCUS]
DeployCOHTable: !And [!Condition IsDestinationAccount, !Condition ManageCOH]
DeployAnyExportViaLambda:
!Or [
!Condition DeployCUR2ViaLambda,
!Condition DeployFOCUSViaLambda,
!Condition DeployCOHViaLambda,
]
DeployAnyTable:
!Or [
!Condition DeployFOCUSTable,
!Condition DeployCUR2Table,
!Condition DeployCOHTable,
]
Mappings:
DataExports:
#Mappings for storing values for different Data Exports tables
CUR2:
DefaultQuery: >-
SELECT bill_bill_type, bill_billing_entity, bill_billing_period_end_date, bill_billing_period_start_date, bill_invoice_id, bill_invoicing_entity, bill_payer_account_id, bill_payer_account_name, cost_category, discount, discount_bundled_discount, discount_total_discount, identity_line_item_id, identity_time_interval, line_item_availability_zone, line_item_blended_cost, line_item_blended_rate, line_item_currency_code, line_item_legal_entity, line_item_line_item_description, line_item_line_item_type, line_item_net_unblended_cost, line_item_net_unblended_rate, line_item_normalization_factor, line_item_normalized_usage_amount, line_item_operation, line_item_product_code, line_item_resource_id, line_item_tax_type, line_item_unblended_cost, line_item_unblended_rate, line_item_usage_account_id, line_item_usage_account_name, line_item_usage_amount, line_item_usage_end_date, line_item_usage_start_date, line_item_usage_type, pricing_currency, pricing_lease_contract_length, pricing_offering_class, pricing_public_on_demand_cost, pricing_public_on_demand_rate, pricing_purchase_option, pricing_rate_code, pricing_rate_id, pricing_term, pricing_unit, product, product_comment, product_fee_code, product_fee_description, product_from_location, product_from_location_type, product_from_region_code, product_instance_family, product_instance_type, product_instancesku, product_location, product_location_type, product_operation, product_pricing_unit, product_product_family, product_region_code, product_servicecode, product_sku, product_to_location, product_to_location_type, product_to_region_code, product_usagetype, reservation_amortized_upfront_cost_for_usage, reservation_amortized_upfront_fee_for_billing_period, reservation_availability_zone, reservation_effective_cost, reservation_end_time, reservation_modification_status, reservation_net_amortized_upfront_cost_for_usage, reservation_net_amortized_upfront_fee_for_billing_period, reservation_net_effective_cost, reservation_net_recurring_fee_for_usage, reservation_net_unused_amortized_upfront_fee_for_billing_period, reservation_net_unused_recurring_fee, reservation_net_upfront_value, reservation_normalized_units_per_reservation, reservation_number_of_reservations, reservation_recurring_fee_for_usage, reservation_reservation_a_r_n, reservation_start_time, reservation_subscription_id, reservation_total_reserved_normalized_units, reservation_total_reserved_units, reservation_units_per_reservation, reservation_unused_amortized_upfront_fee_for_billing_period, reservation_unused_normalized_unit_quantity, reservation_unused_quantity, reservation_unused_recurring_fee, reservation_upfront_value, resource_tags, savings_plan_amortized_upfront_commitment_for_billing_period, savings_plan_end_time, savings_plan_instance_type_family, savings_plan_net_amortized_upfront_commitment_for_billing_period, savings_plan_net_recurring_commitment_for_billing_period, savings_plan_net_savings_plan_effective_cost, savings_plan_offering_type, savings_plan_payment_option, savings_plan_purchase_term, savings_plan_recurring_commitment_for_billing_period, savings_plan_region, savings_plan_savings_plan_a_r_n, savings_plan_savings_plan_effective_cost, savings_plan_savings_plan_rate, savings_plan_start_time, savings_plan_total_commitment_to_date, savings_plan_used_commitment
FROM COST_AND_USAGE_REPORT
SCADQuery: >-
SELECT bill_bill_type, bill_billing_entity, bill_billing_period_end_date, bill_billing_period_start_date, bill_invoice_id, bill_invoicing_entity, bill_payer_account_id, bill_payer_account_name, cost_category, discount, discount_bundled_discount, discount_total_discount, identity_line_item_id, identity_time_interval, line_item_availability_zone, line_item_blended_cost, line_item_blended_rate, line_item_currency_code, line_item_legal_entity, line_item_line_item_description, line_item_line_item_type, line_item_net_unblended_cost, line_item_net_unblended_rate, line_item_normalization_factor, line_item_normalized_usage_amount, line_item_operation, line_item_product_code, line_item_resource_id, line_item_tax_type, line_item_unblended_cost, line_item_unblended_rate, line_item_usage_account_id, line_item_usage_account_name, line_item_usage_amount, line_item_usage_end_date, line_item_usage_start_date, line_item_usage_type, pricing_currency, pricing_lease_contract_length, pricing_offering_class, pricing_public_on_demand_cost, pricing_public_on_demand_rate, pricing_purchase_option, pricing_rate_code, pricing_rate_id, pricing_term, pricing_unit, product, product_comment, product_fee_code, product_fee_description, product_from_location, product_from_location_type, product_from_region_code, product_instance_family, product_instance_type, product_instancesku, product_location, product_location_type, product_operation, product_pricing_unit, product_product_family, product_region_code, product_servicecode, product_sku, product_to_location, product_to_location_type, product_to_region_code, product_usagetype, reservation_amortized_upfront_cost_for_usage, reservation_amortized_upfront_fee_for_billing_period, reservation_availability_zone, reservation_effective_cost, reservation_end_time, reservation_modification_status, reservation_net_amortized_upfront_cost_for_usage, reservation_net_amortized_upfront_fee_for_billing_period, reservation_net_effective_cost, reservation_net_recurring_fee_for_usage, reservation_net_unused_amortized_upfront_fee_for_billing_period, reservation_net_unused_recurring_fee, reservation_net_upfront_value, reservation_normalized_units_per_reservation, reservation_number_of_reservations, reservation_recurring_fee_for_usage, reservation_reservation_a_r_n, reservation_start_time, reservation_subscription_id, reservation_total_reserved_normalized_units, reservation_total_reserved_units, reservation_units_per_reservation, reservation_unused_amortized_upfront_fee_for_billing_period, reservation_unused_normalized_unit_quantity, reservation_unused_quantity, reservation_unused_recurring_fee, reservation_upfront_value, resource_tags, savings_plan_amortized_upfront_commitment_for_billing_period, savings_plan_end_time, savings_plan_instance_type_family, savings_plan_net_amortized_upfront_commitment_for_billing_period, savings_plan_net_recurring_commitment_for_billing_period, savings_plan_net_savings_plan_effective_cost, savings_plan_offering_type, savings_plan_payment_option, savings_plan_purchase_term, savings_plan_recurring_commitment_for_billing_period, savings_plan_region, savings_plan_savings_plan_a_r_n, savings_plan_savings_plan_effective_cost, savings_plan_savings_plan_rate, savings_plan_start_time, savings_plan_total_commitment_to_date, savings_plan_used_commitment, split_line_item_actual_usage, split_line_item_net_split_cost, split_line_item_net_unused_cost, split_line_item_parent_resource_id, split_line_item_public_on_demand_split_cost, split_line_item_public_on_demand_unused_cost, split_line_item_reserved_usage, split_line_item_split_cost, split_line_item_split_usage, split_line_item_split_usage_ratio, split_line_item_unused_cost
FROM COST_AND_USAGE_REPORT
FOCUS:
DefaultQuery: >-
SELECT AvailabilityZone, BilledCost, BillingAccountId, BillingAccountName, BillingCurrency, BillingPeriodEnd, BillingPeriodStart, ChargeCategory, ChargeClass, ChargeDescription, ChargeFrequency, ChargePeriodEnd, ChargePeriodStart, CommitmentDiscountCategory, CommitmentDiscountId, CommitmentDiscountName, CommitmentDiscountType, CommitmentDiscountStatus, ConsumedQuantity, ConsumedUnit, ContractedCost, ContractedUnitPrice, EffectiveCost, InvoiceIssuerName, ListCost, ListUnitPrice, PricingCategory, PricingQuantity, PricingUnit, ProviderName, PublisherName, RegionId, RegionName, ResourceId, ResourceName, ResourceType, ServiceCategory, ServiceName, SkuId, SkuPriceId, SubAccountId, SubAccountName, Tags, x_CostCategories, x_Discounts, x_Operation, x_ServiceCode, x_UsageType
FROM FOCUS_1_0_AWS_PREVIEW
COH:
DefaultQuery: >-
SELECT account_id, action_type, currency_code, current_resource_details, current_resource_summary, current_resource_type, estimated_monthly_cost_after_discount, estimated_monthly_cost_before_discount, estimated_monthly_savings_after_discount, estimated_monthly_savings_before_discount, estimated_savings_percentage_after_discount, estimated_savings_percentage_before_discount, implementation_effort, last_refresh_timestamp, recommendation_id, recommendation_lookback_period_in_days, recommendation_source, recommended_resource_details, recommended_resource_summary, recommended_resource_type, region, resource_arn, restart_needed, rollback_possible, tags
FROM COST_OPTIMIZATION_RECOMMENDATIONS
Resources:
###########################################################################
# Destination Account Resources
###########################################################################
DestinationS3:
Type: AWS::S3::Bucket
Condition: IsDestinationAccount
DeletionPolicy: Retain
UpdateReplacePolicy: Retain
Properties:
BucketName: !Sub "${ResourcePrefix}-${AWS::AccountId}-data-exports"
## Uncomment following lines to enable bucket logging if needed. Please be careful with the cost of logging.
# LoggingConfiguration:
# DestinationBucketName: REPLACE_WITH_YOUR_LOGGING_BUCKET
# LogFilePrefix: REPLACE_WITH_YOUR_PREFIX
BucketEncryption:
ServerSideEncryptionConfiguration:
- ServerSideEncryptionByDefault:
SSEAlgorithm: AES256 ## Use AWS managed KMS
## If you need Customer managed KMS key, yoy can do that using following parameters:
# SSEAlgorithm: aws:kms
# KMSMasterKeyID: "REPLACE_WITH_YOUR_KEY_ARN"
AccessControl: BucketOwnerFullControl
OwnershipControls:
Rules:
- ObjectOwnership: BucketOwnerEnforced
PublicAccessBlockConfiguration:
BlockPublicAcls: true
BlockPublicPolicy: true
IgnorePublicAcls: true
RestrictPublicBuckets: true
VersioningConfiguration:
Status: Enabled
LifecycleConfiguration:
Rules:
- Id: Object&Version Expiration
Status: Enabled
NoncurrentVersionExpirationInDays: 32 # 1 month
Metadata:
cfn_nag:
rules_to_suppress:
- id: "W35"
reason: "Data buckets would generate too much logs"
cfn-lint:
config:
ignore_checks:
- W3045 # Need to use AccessControl for replication
DestinationS3BucketPolicy:
Type: "AWS::S3::BucketPolicy"
Condition: IsDestinationAccount
DeletionPolicy: Retain
UpdateReplacePolicy: Delete
Properties:
Bucket:
Ref: DestinationS3
PolicyDocument:
Id: AllowReplication
Version: "2012-10-17"
Statement:
- Sid: AllowTLS12Only
Effect: Deny
Principal: "*"
Action: s3:*
Resource:
- !Sub "arn:${AWS::Partition}:s3:::${DestinationS3}"
- !Sub "arn:${AWS::Partition}:s3:::${DestinationS3}/*"
Condition:
NumericLessThan:
s3:TlsVersion: 1.2
- Sid: AllowOnlyHTTPS
Effect: Deny
Principal: "*"
Action: s3:*
Resource:
- !Sub "arn:${AWS::Partition}:s3:::${DestinationS3}"
- !Sub "arn:${AWS::Partition}:s3:::${DestinationS3}/*"
Condition:
Bool:
aws:SecureTransport: false
- Sid: AllowReplicationWrite
Effect: Allow
Principal:
AWS:
Fn::If:
- EmptySourceAccountIds
- !Ref AWS::AccountId
- !Split [",", !Ref SourceAccountIds]
Action:
- s3:ReplicateDelete
- s3:ReplicateObject
Resource: !Sub "arn:${AWS::Partition}:s3:::${DestinationS3}/*"
- Sid: AllowReplicationRead
Effect: Allow
Principal:
AWS:
Fn::If:
- EmptySourceAccountIds
- !Ref AWS::AccountId
- !Split [",", !Ref SourceAccountIds]
Action:
- s3:ListBucket
- s3:ListBucketVersions
- s3:GetBucketVersioning
- s3:PutBucketVersioning
Resource: !Sub "arn:${AWS::Partition}:s3:::${DestinationS3}"
SourceS3:
Type: AWS::S3::Bucket
Condition: DeployDataExport
DeletionPolicy: Delete
UpdateReplacePolicy: Delete
Properties:
BucketName: !Sub ${ResourcePrefix}-${AWS::AccountId}-data-local
## Uncomment following lines to enable bucket logging if needed. Please be careful with the cost of logging.
# LoggingConfiguration:
# DestinationBucketName: REPLACE_WITH_YOUR_LOGGING_BUCKET
# LogFilePrefix: REPLACE_WITH_YOUR_PREFIX
BucketEncryption:
ServerSideEncryptionConfiguration:
- ServerSideEncryptionByDefault:
SSEAlgorithm: AES256 ## Use AWS managed KMS
## If you need Customer managed KMS key, yoy can do that using following parameters:
# SSEAlgorithm: aws:kms
# KMSMasterKeyID: "REPLACE_WITH_YOUR_KEY_ARN"
AccessControl: BucketOwnerFullControl
OwnershipControls:
Rules:
- ObjectOwnership: BucketOwnerEnforced
PublicAccessBlockConfiguration:
BlockPublicAcls: true
BlockPublicPolicy: true
IgnorePublicAcls: true
RestrictPublicBuckets: true
VersioningConfiguration:
Status: Enabled
ReplicationConfiguration:
Role: !GetAtt ReplicationRole.Arn
Rules:
- Destination:
Bucket: !Sub "arn:${AWS::Partition}:s3:::${ResourcePrefix}-${DestinationAccountId}-data-exports"
StorageClass: STANDARD
Id: ReplicateCUR2Data
Prefix: !Sub "cur2/${AWS::AccountId}/${ResourcePrefix}-cur2/data/" # Hardcoded export name
Status: Enabled
- Destination:
Bucket: !Sub "arn:${AWS::Partition}:s3:::${ResourcePrefix}-${DestinationAccountId}-data-exports"
StorageClass: STANDARD
Id: ReplicateFOCUSData
Prefix: !Sub "focus/${AWS::AccountId}/${ResourcePrefix}-focus/data/" # Hardcoded export name
Status: Enabled
- Destination:
Bucket: !Sub "arn:${AWS::Partition}:s3:::${ResourcePrefix}-${DestinationAccountId}-data-exports"
StorageClass: STANDARD
Id: ReplicateCOHData
Prefix: !Sub "coh/${AWS::AccountId}/${ResourcePrefix}-coh/data/" # Hardcoded export name
Status: Enabled
LifecycleConfiguration:
Rules:
- Id: Object&Version Expiration
Status: Enabled
NoncurrentVersionExpirationInDays: 32 # 1 month
ExpirationInDays: 64 # 2 months
Metadata:
cfn_nag:
rules_to_suppress:
- id: "W35"
reason: "Data buckets would generate too much logs"
cfn-lint:
config:
ignore_checks:
- W3045 # Need to use AccessControl for replication
SourceS3BucketPolicy:
Type: "AWS::S3::BucketPolicy"
Condition: DeployDataExport
DeletionPolicy: Delete
UpdateReplacePolicy: Delete
Properties:
Bucket: !Ref SourceS3
PolicyDocument:
Id: AllowBillingReadAndWrite
Version: "2012-10-17"
Statement:
- Sid: AllowTLS12Only
Effect: Deny
Principal: "*"
Action: s3:*
Resource:
- !Sub "arn:${AWS::Partition}:s3:::${SourceS3}"
- !Sub "arn:${AWS::Partition}:s3:::${SourceS3}/*"
Condition:
NumericLessThan:
s3:TlsVersion: 1.2
- Sid: AllowOnlyHTTPS
Effect: Deny
Principal: "*"
Action: s3:*
Resource:
- !Sub "arn:${AWS::Partition}:s3:::${SourceS3}"
- !Sub "arn:${AWS::Partition}:s3:::${SourceS3}/*"
Condition:
Bool:
aws:SecureTransport: false
- Sid: AllowBillingReadAndWrite
Effect: Allow
Principal:
Service: bcm-data-exports.amazonaws.com
Action:
- s3:GetBucketAcl
- s3:GetBucketPolicy
- s3:PutObject
Resource:
- !Sub "arn:${AWS::Partition}:s3:::${SourceS3}"
- !Sub "arn:${AWS::Partition}:s3:::${SourceS3}/*"
Condition:
StringEquals:
aws:SourceAccount: !Ref AWS::AccountId
ReplicationRole:
Condition: DeployDataExport
Type: AWS::IAM::Role
Properties:
Path: !Sub /${ResourcePrefix}/
AssumeRolePolicyDocument:
Version: "2012-10-17"
Statement:
- Effect: Allow
Principal:
Service:
- "s3.amazonaws.com"
Action:
- "sts:AssumeRole"
Policies:
- PolicyName: ReplicationPolicy
PolicyDocument:
Version: 2012-10-17
Statement:
- Effect: Allow
Action:
- s3:GetReplicationConfiguration
- s3:ListBucket
Resource: !Sub "arn:${AWS::Partition}:s3:::${ResourcePrefix}-${AWS::AccountId}-data-local"
- Effect: Allow
Action:
- s3:GetObjectVersionForReplication
- s3:GetObjectVersionAcl
- s3:GetObjectVersionTagging
Resource: !Sub "arn:${AWS::Partition}:s3:::${ResourcePrefix}-${AWS::AccountId}-data-local/*"
- Effect: Allow
Action:
- s3:ReplicateObject
- s3:ReplicateDelete
- s3:ReplicateTags
Resource: !Sub "arn:${AWS::Partition}:s3:::${ResourcePrefix}-${DestinationAccountId}-data-exports/*/${AWS::AccountId}/*"
# CUR2
## Deploy Data Export natively via CFN resource in regions that support native CFN
LocalCUR2viaCFN:
Type: AWS::BCMDataExports::Export
Condition: DeployCUR2ViaCFN
DependsOn:
- SourceS3BucketPolicy
Properties:
Export:
DataQuery:
QueryStatement:
!If [
EnableSCAD,
!FindInMap [DataExports, CUR2, SCADQuery],
!FindInMap [DataExports, CUR2, DefaultQuery],
]
TableConfigurations:
COST_AND_USAGE_REPORT:
TIME_GRANULARITY: "HOURLY"
INCLUDE_RESOURCES: "TRUE"
INCLUDE_MANUAL_DISCOUNT_COMPATIBILITY: "FALSE"
INCLUDE_SPLIT_COST_ALLOCATION_DATA:
!If [EnableSCAD, "TRUE", "FALSE"]
Description: "CUR 2.0 export for aggregation in CID"
DestinationConfigurations:
S3Destination:
S3Bucket: !Ref SourceS3
S3Prefix: !Sub "cur2/${AWS::AccountId}" # Explicitly hardcode name of folder (it will be the same as table name)
S3Region: !Ref AWS::Region
S3OutputConfigurations:
Overwrite: "OVERWRITE_REPORT"
Format: "PARQUET"
Compression: "PARQUET"
OutputType: "CUSTOM"
Name: !Sub "${ResourcePrefix}-cur2"
RefreshCadence:
Frequency: "SYNCHRONOUS"
# Deploy Data Export via Lambda due to missing CFN resource definition AWS::BCMDataExports::Export outside us-east-1 or cn-northwest-1
LocalCUR2viaCustomResource:
Type: Custom::CUR2Creator
Condition: DeployCUR2ViaLambda
Properties:
ServiceToken: !GetAtt CidDataExportCreatorLambda.Arn
BucketPolicyWait: !Ref SourceS3BucketPolicy
Export:
DataQuery:
QueryStatement:
!If [
EnableSCAD,
!FindInMap [DataExports, CUR2, SCADQuery],
!FindInMap [DataExports, CUR2, DefaultQuery],
]
TableConfigurations:
COST_AND_USAGE_REPORT:
TIME_GRANULARITY: "HOURLY"
INCLUDE_RESOURCES: "TRUE"
INCLUDE_MANUAL_DISCOUNT_COMPATIBILITY: "FALSE"
INCLUDE_SPLIT_COST_ALLOCATION_DATA:
!If [EnableSCAD, "TRUE", "FALSE"]
Description: "CUR 2.0 export for aggregation in CID"
DestinationConfigurations:
S3Destination:
S3Bucket: !Ref SourceS3
S3Prefix: !Sub "cur2/${AWS::AccountId}" # Explicitly hardcode name of folder (it will be the same as table name)
S3Region: !Ref AWS::Region
S3OutputConfigurations:
Overwrite: "OVERWRITE_REPORT"
Format: "PARQUET"
Compression: "PARQUET"
OutputType: "CUSTOM"
Name: !Sub "${ResourcePrefix}-cur2"
RefreshCadence:
Frequency: "SYNCHRONOUS"
# FOCUS
## Deploy Data Export natively via CFN resource in regions that support native CFN
LocalFOCUSviaCFN:
Type: AWS::BCMDataExports::Export
Condition: DeployFOCUSViaCFN
DependsOn:
- SourceS3BucketPolicy
Properties:
Export:
DataQuery:
QueryStatement: !FindInMap [DataExports, FOCUS, DefaultQuery]
Description: "FOCUS export for aggregation in CID"
DestinationConfigurations:
S3Destination:
S3Bucket: !Ref SourceS3
S3Prefix: !Sub "focus/${AWS::AccountId}" # Explicitly hardcode name of folder (it will be the same as table name)
S3Region: !Ref AWS::Region
S3OutputConfigurations:
Overwrite: "OVERWRITE_REPORT"
Format: "PARQUET"
Compression: "PARQUET"
OutputType: "CUSTOM"
Name: !Sub "${ResourcePrefix}-focus"
RefreshCadence:
Frequency: "SYNCHRONOUS"
# Deploy Data Export via Lambda due to missing CFN resource definition AWS::BCMDataExports::Export outside us-east-1 or cn-northwest-1
LocalFOCUSviaCustomResource:
Type: Custom::CUR2Creator
Condition: DeployFOCUSViaLambda
Properties:
ServiceToken: !GetAtt CidDataExportCreatorLambda.Arn
BucketPolicyWait: !Ref SourceS3BucketPolicy
Export:
DataQuery:
QueryStatement: !FindInMap [DataExports, FOCUS, DefaultQuery]
Description: "FOCUS export for aggregation in CID"
DestinationConfigurations:
S3Destination:
S3Bucket: !Ref SourceS3
S3Prefix: !Sub "focus/${AWS::AccountId}" # Explicitly hardcode name of folder (it will be the same as table name)
S3Region: !Ref AWS::Region
S3OutputConfigurations:
Overwrite: "OVERWRITE_REPORT"
Format: "PARQUET"
Compression: "PARQUET"
OutputType: "CUSTOM"
Name: !Sub "${ResourcePrefix}-focus"
RefreshCadence:
Frequency: "SYNCHRONOUS"
# COH
## Deploy Data Export natively via CFN resource in regions that support native CFN
LocalCOHviaCFN:
Type: AWS::BCMDataExports::Export
Condition: DeployCOHViaCFN
DependsOn:
- SourceS3BucketPolicy
- CreateServiceLinkedRoleCustomResource
Properties:
Export:
DataQuery:
QueryStatement: !FindInMap [DataExports, COH, DefaultQuery]
TableConfigurations:
COST_OPTIMIZATION_RECOMMENDATIONS:
FILTER: "{}"
INCLUDE_ALL_RECOMMENDATIONS: "TRUE"
Description: "Cost Optimization Hub Recommendations export for aggregation in CID"
DestinationConfigurations:
S3Destination:
S3Bucket: !Ref SourceS3
S3Prefix: !Sub "coh/${AWS::AccountId}" # Explicitly hardcode name of folder (it will be the same as table name)
S3Region: !Ref AWS::Region
S3OutputConfigurations:
Overwrite: "OVERWRITE_REPORT"
Format: "PARQUET"
Compression: "PARQUET"
OutputType: "CUSTOM"
Name: !Sub "${ResourcePrefix}-coh"
RefreshCadence:
Frequency: "SYNCHRONOUS"
# Deploy Data Export via Lambda due to missing CFN resource definition AWS::BCMDataExports::Export outside us-east-1 or cn-northwest-1
LocalCOHviaCustomResource:
Type: Custom::CUR2Creator
DependsOn:
- CreateServiceLinkedRoleCustomResource
Condition: DeployCOHViaLambda
Properties:
ServiceToken: !GetAtt CidDataExportCreatorLambda.Arn
BucketPolicyWait: !Ref SourceS3BucketPolicy
Export:
DataQuery:
QueryStatement: !FindInMap [DataExports, COH, DefaultQuery]
TableConfigurations:
COST_OPTIMIZATION_RECOMMENDATIONS:
FILTER: "{}"
INCLUDE_ALL_RECOMMENDATIONS: "TRUE"
Description: "Cost Optimization Hub Recommendations export for aggregation in CID"
DestinationConfigurations:
S3Destination:
S3Bucket: !Ref SourceS3
S3Prefix: !Sub "coh/${AWS::AccountId}" # Explicitly hardcode name of folder (it will be the same as table name)
S3Region: !Ref AWS::Region
S3OutputConfigurations:
Overwrite: "OVERWRITE_REPORT"
Format: "PARQUET"
Compression: "PARQUET"
OutputType: "CUSTOM"
Name: !Sub "${ResourcePrefix}-coh"
RefreshCadence:
Frequency: "SYNCHRONOUS"
# COH export requires a service linked role to be created BUT this role can be already created. Thus we need to create it via custom resource
LambdaServiceLinkedRoleExecutionRole:
Type: "AWS::IAM::Role"
Condition: DeployCOHServiceRole
Properties:
RoleName: !Sub "${AWS::StackName}-LambdaExecutionRole"
AssumeRolePolicyDocument:
Version: "2012-10-17"
Statement:
- Effect: Allow
Principal:
Service:
- lambda.amazonaws.com
Action: sts:AssumeRole
Policies:
- PolicyName: !Sub "${AWS::StackName}-LambdaPolicy"
PolicyDocument:
Version: "2012-10-17"
Statement:
- Effect: Allow
Action:
- logs:CreateLogGroup
- logs:CreateLogStream
- logs:PutLogEvents
Resource:
- !Sub "arn:${AWS::Partition}:logs:${AWS::Region}:${AWS::AccountId}:log-group:/aws/lambda/${ResourcePrefix}-CreateServiceLinkedRoleFunction"
- !Sub "arn:${AWS::Partition}:logs:${AWS::Region}:${AWS::AccountId}:log-group:/aws/lambda/${ResourcePrefix}-CreateServiceLinkedRoleFunction:*"
- !Sub "arn:${AWS::Partition}:logs:${AWS::Region}:${AWS::AccountId}:log-group:/aws/lambda/${ResourcePrefix}-CreateServiceLinkedRoleFunction:*:*"
- Effect: Allow
Action:
- iam:GetRole
- iam:CreateServiceLinkedRole
- iam:DeleteServiceLinkedRole
- iam:GetServiceLinkedRoleDeletionStatus
Resource: !Sub "arn:${AWS::Partition}:iam::${AWS::AccountId}:role/aws-service-role/bcm-data-exports.amazonaws.com/AWSServiceRoleForBCMDataExports"
- Effect: Allow
Action:
- cost-optimization-hub:GetPreferences
Resource: "*" # Cannot restrict this
Metadata:
cfn_nag:
rules_to_suppress:
- id: "W28"
reason: "Need an explicit name for reference"
- id: "W11"
reason: "Some COH resources cannot be restricted"
CreateServiceLinkedRoleFunction:
Type: "AWS::Lambda::Function"
Condition: DeployCOHServiceRole
Properties:
FunctionName: !Sub "${ResourcePrefix}-CreateServiceLinkedRoleFunction"
Handler: index.handler
MemorySize: 128
Runtime: python3.12
Timeout: 15
Role: !GetAtt LambdaServiceLinkedRoleExecutionRole.Arn
Code:
ZipFile: |
import json
import time
import boto3
import cfnresponse
def handler(event, context):
print(json.dumps(event))
coh = boto3.client('cost-optimization-hub', region_name='us-east-1')
iam = boto3.client('iam')
try:
if event['RequestType'] in ['Create', 'Update']:
print("Make sure CO hub is activated")
try:
coh.get_preferences()
except Exception as e:
if 'AWS account is not enrolled for recommendations' in str(e):
raise Exception('AWS account is not enrolled for recommendations. Please activate Cost Optimization Hub.')
raise
print("Creating service linked role")
iam.create_service_linked_role(
AWSServiceName='bcm-data-exports.amazonaws.com',
Description='Service-linked role for bcm-data-exports.amazonaws.com'
)
print("Waiting for the role to be created")
for i in range(60):
try:
iam.get_role(RoleName='AWSServiceRoleForBCMDataExports')
print("Role is created")
break
except iam.exceptions.NoSuchEntityException:
time.sleep(1)
print("Additional wait to make sure the role is available")
time.sleep(30)
cfnresponse.send(event, context, cfnresponse.SUCCESS, {})
except Exception as e:
if 'has been taken in this account' in str(e):
print('the role AWSServiceRoleForBCMDataExports already exist')
cfnresponse.send(event, context, cfnresponse.SUCCESS, {})
else:
print(e)
cfnresponse.send(event, context, cfnresponse.FAILED, {}, reason=str(e))
Metadata:
cfn_nag:
rules_to_suppress:
- id: "W89"
reason: "This Lambda does not require VPC"
- id: "W92"
reason: "One Time execution. No need for ReservedConcurrentExecutions"
CreateServiceLinkedRoleCustomResource:
Condition: DeployCOHServiceRole
Type: "AWS::CloudFormation::CustomResource"
Properties:
ServiceToken: !GetAtt CreateServiceLinkedRoleFunction.Arn
###########################################################################
# Lambda DataExport Creator: used to create DataExport from outside us-east-1 or cn-northwest-1
###########################################################################
CidDataExportCreatorLambdaRole:
Type: AWS::IAM::Role
Condition: DeployAnyExportViaLambda
Properties:
Path: !Sub /${ResourcePrefix}/
AssumeRolePolicyDocument:
Version: 2012-10-17
Statement:
- Effect: Allow
Principal:
Service:
- lambda.amazonaws.com
Action:
- sts:AssumeRole
Policies:
- PolicyName: "ExecutionDefault"
PolicyDocument:
Version: "2012-10-17"
Statement:
- Effect: Allow
Action:
- logs:CreateLogStream
- logs:PutLogEvents
- logs:CreateLogGroup
Resource:
- !Sub "arn:${AWS::Partition}:logs:${AWS::Region}:${AWS::AccountId}:log-group:/aws/lambda/${ResourcePrefix}-DataExportCreator"
- !Sub "arn:${AWS::Partition}:logs:${AWS::Region}:${AWS::AccountId}:log-group:/aws/lambda/${ResourcePrefix}-DataExportCreator:*"
- !Sub "arn:${AWS::Partition}:logs:${AWS::Region}:${AWS::AccountId}:log-group:/aws/lambda/${ResourcePrefix}-DataExportCreator:*:*"
- PolicyName: "AllowDataExports"
PolicyDocument:
Version: "2012-10-17"
Statement:
- Effect: Allow
Action:
- bcm-data-exports:CreateExport
- bcm-data-exports:UpdateExport
- bcm-data-exports:DeleteExport
Resource: !Sub "arn:${AWS::Partition}:bcm-data-exports:*:${AWS::AccountId}:*"
- Effect: Allow
Action:
- cur:PutReportDefinition #need this permission for bcm-data-exports to work
Resource: !Sub "arn:${AWS::Partition}:cur:*:${AWS::AccountId}:*"
- Effect: Allow
Action:
- cost-optimization-hub:GetRecommendation #need this permission for bcm-data-exports to work
- cost-optimization-hub:ListRecommendations
Resource: "arn:aws:cost-optimization-hub:*"
CidDataExportCreatorLambda:
Type: AWS::Lambda::Function
Condition: DeployAnyExportViaLambda
Properties:
Runtime: python3.12
FunctionName: !Sub ${ResourcePrefix}-DataExportCreator
Handler: index.lambda_handler
MemorySize: 128
Role: !GetAtt CidDataExportCreatorLambdaRole.Arn
Timeout: 15
Code:
ZipFile: |
import os
import json
import uuid
import boto3
import cfnresponse
# DataExports only exist in us-east-1 and cn-northwest-1 regions
region = 'us-east-1' if not os.environ['AWS_REGION'].startswith('cn-') else 'cn-northwest-1'
client = boto3.client('bcm-data-exports', region_name=region)
def lambda_handler(event, context):
print(json.dumps(event))
reason = ""
try:
export = event['ResourceProperties']['Export']
export_name = event['ResourceProperties']['Export']['Name']
if event['RequestType'] == 'Create':
res = client.create_export(Export=export)
print('created:', json.dumps(res))
elif event['RequestType'] == 'Update':
old_export_name = event['OldResourceProperties']['Export']['Name']
if export["Name"] != old_export_name:
res = client.create_export(Export=export)
print('created:', json.dumps(res))
try:
res = client.delete_export(Name=old_export_name)
print('deleted:', json.dumps(res))
except:
pass # Do not block deletion
else:
res = client.update_export(Name=old_export_name, Export=export)
print('updated:', json.dumps(res))
elif event['RequestType'] == 'Delete':
try:
res = client.delete_export(Name=old_export_name)
print('deleted:', json.dumps(res))
except:
pass # Do not block deletion
else:
raise Exception("Unknown operation: " + event['RequestType'])
except Exception as e:
reason = str(e)
print(e)
finally:
physicalResourceId = event.get('ResourceProperties',{}).get('Export', {}).get('Name', None) or str(uuid.uuid1())
if reason:
print("FAILURE")
cfnresponse.send(event, context, cfnresponse.FAILED, {}, physicalResourceId, reason=reason)
else:
print("SUCCESS")
cfnresponse.send(event, context, cfnresponse.SUCCESS, {}, physicalResourceId)
Metadata:
cfn_nag:
rules_to_suppress:
- id: "W89"
reason: "This Lambda does not require VPC"
- id: "W92"
reason: "One Time execution. No need for ReservedConcurrentExecutions"
CIDDatabase:
Type: AWS::Glue::Database
Condition: DeployAnyTable
Properties:
DatabaseInput:
Name: !Join ["_", !Split ["-", !Sub "${ResourcePrefix}_data_export"]] # replace '-' to '_'
CatalogId: !Sub "${AWS::AccountId}"
###########################################################################
# CUR2
###########################################################################
CURTable: # Initial creation of table. it will be updated by crawler later
Type: AWS::Glue::Table
Condition: DeployCUR2Table
Properties:
CatalogId: !Sub "${AWS::AccountId}"
DatabaseName: !Ref CIDDatabase
TableInput:
Name: cur2
Owner: owner
Retention: 0
TableType: EXTERNAL_TABLE
Parameters:
compressionType: none
classification: parquet
UPDATED_BY_CRAWLER: !Ref CURCrawler
StorageDescriptor:
BucketColumns: []
Compressed: false
Location: !Sub "s3://${DestinationS3}/cur2/"
NumberOfBuckets: -1
InputFormat: org.apache.hadoop.hive.ql.io.parquet.MapredParquetInputFormat
OutputFormat: org.apache.hadoop.hive.ql.io.parquet.MapredParquetOutputFormat
SerdeInfo:
Parameters:
serialization.format: "1"
SerializationLibrary: org.apache.hadoop.hive.ql.io.parquet.serde.ParquetHiveSerDe
StoredAsSubDirectories: false
Columns: # All fields required for CID
- { "Name": "bill_bill_type", "Type": "string" }
- { "Name": "bill_billing_entity", "Type": "string" }
- { "Name": "bill_billing_period_end_date", "Type": "timestamp" }
- { "Name": "bill_billing_period_start_date", "Type": "timestamp" }
- { "Name": "bill_invoice_id", "Type": "string" }
- { "Name": "bill_payer_account_id", "Type": "string" }
- { "Name": "bill_payer_account_name", "Type": "string" }
- { "Name": "cost_category", "Type": "map<string,string>" }
- { "Name": "discount", "Type": "map<string,double>" }
- { "Name": "identity_line_item_id", "Type": "string" }
- { "Name": "identity_time_interval", "Type": "string" }
- { "Name": "line_item_availability_zone", "Type": "string" }
- { "Name": "line_item_legal_entity", "Type": "string" }
- { "Name": "line_item_line_item_description", "Type": "string" }
- { "Name": "line_item_line_item_type", "Type": "string" }
- { "Name": "line_item_operation", "Type": "string" }
- { "Name": "line_item_product_code", "Type": "string" }
- { "Name": "line_item_resource_id", "Type": "string" }
- { "Name": "line_item_unblended_cost", "Type": "double" }
- { "Name": "line_item_usage_account_id", "Type": "string" }
- { "Name": "line_item_usage_account_name", "Type": "string" }
- { "Name": "line_item_usage_amount", "Type": "double" }
- { "Name": "line_item_usage_end_date", "Type": "timestamp" }
- { "Name": "line_item_usage_start_date", "Type": "timestamp" }
- { "Name": "line_item_usage_type", "Type": "string" }
- { "Name": "pricing_lease_contract_length", "Type": "string" }
- { "Name": "pricing_offering_class", "Type": "string" }
- { "Name": "pricing_public_on_demand_cost", "Type": "double" }
- { "Name": "pricing_purchase_option", "Type": "string" }
- { "Name": "pricing_term", "Type": "string" }
- { "Name": "pricing_unit", "Type": "string" }
- { "Name": "product", "Type": "map<string,string>" }
- { "Name": "product_from_location", "Type": "string" }
- { "Name": "product_instance_type", "Type": "string" }
- { "Name": "product_product_family", "Type": "string" }
- { "Name": "product_servicecode", "Type": "string" }
- { "Name": "product_to_location", "Type": "string" }
- {
"Name": "reservation_amortized_upfront_fee_for_billing_period",
"Type": "double",
}
- { "Name": "reservation_effective_cost", "Type": "double" }
- { "Name": "reservation_end_time", "Type": "string" }
- { "Name": "reservation_reservation_a_r_n", "Type": "string" }
- { "Name": "reservation_start_time", "Type": "string" }
- {
"Name": "reservation_unused_amortized_upfront_fee_for_billing_period",
"Type": "double",
}
- { "Name": "reservation_unused_recurring_fee", "Type": "double" }
- { "Name": "resource_tags", "Type": "map<string,string>" }
- {
"Name": "savings_plan_amortized_upfront_commitment_for_billing_period",
"Type": "double",
}
- { "Name": "savings_plan_end_time", "Type": "string" }
- { "Name": "savings_plan_offering_type", "Type": "string" }
- { "Name": "savings_plan_payment_option", "Type": "string" }
- { "Name": "savings_plan_purchase_term", "Type": "string" }
- { "Name": "savings_plan_savings_plan_a_r_n", "Type": "string" }
- {
"Name": "savings_plan_savings_plan_effective_cost",
"Type": "double",
}
- { "Name": "savings_plan_start_time", "Type": "string" }