Cloud Data Dependencies¶

This page captures cloud data-store dependencies validated against in-repo code usage (boto3/aioboto3) as of 2026-03-03.

Service Dependency Matrix¶

Service	AWS S3	AWS DynamoDB	Notes
`bf-manage-core`	yes	yes	report cache writes to S3 and report or packet-log style data paths use DynamoDB
`bf-digital-twin`	yes	yes	simulation artifacts and run metadata persistence
`bf-bnl-settings`	yes	yes	settings resources and scenario metadata persistence
`bf-bnl-schedule-analysis-compute`	yes	no known direct dynamodb use	compute artifact and intermediate data storage paths
`bf-schedule-creator`	yes	no known direct dynamodb use	schedule payload and output storage

Manage and Shared Cloud Map¶

flowchart LR
  MC[bf-manage-core] --> S3[(aws s3)]
  MC --> DDB[(aws dynamodb)]
  DT[bf-digital-twin] --> S3
  DT --> DDB

Plan Cloud Map¶

flowchart LR
  Settings[bf-bnl-settings] --> S3[(aws s3)]
  Settings --> DDB[(aws dynamodb)]
  Compute[bf-bnl-schedule-analysis-compute] --> S3
  Creator[bf-schedule-creator] --> S3
  Twin[bf-digital-twin] --> S3
  Twin --> DDB

Additional AWS Integration Surface¶

flowchart LR
  MC[bf-manage-core] --> Cognito[aws cognito]
  MC --> Iot[aws iot]
  MC --> Ses[aws ses]
  MC --> Scheduler[aws eventbridge scheduler]