Modern Data Lakehouse on AWS（draw.io編集版）

flowchart LR
    subgraph sources["データソース"]
        DB["On-Prem DB"]
        STREAM["Streaming Events"]
        FILE["File Upload"]
    end
    subgraph aws["AWS Cloud"]
        subgraph ingest["取り込み"]
            DMS["AWS DMS CDC"]
            KDS["Kinesis Data Streams"]
            KDF["Kinesis Firehose"]
            SFN["Step Functions"]
        end
        subgraph medallion["Medallion Architecture"]
            S3B["S3 Bronze Raw"]
            GLUE["Glue ETL"]
            S3S["S3 Silver Cleaned"]
            EMR["EMR Spark"]
            S3G["S3 Gold Aggregated"]
        end
        subgraph analytics["分析"]
            ATHENA["Amazon Athena"]
            RS["Redshift Serverless"]
        end
        QS["Amazon QuickSight"]
        subgraph governance["ガバナンス"]
            CATALOG["Glue Data Catalog"]
            LF["Lake Formation"]
        end
    end
    DB --> DMS --> S3B
    STREAM --> KDS --> KDF --> S3B
    FILE --> SFN --> S3B
    S3B --> GLUE --> S3S --> EMR --> S3G
    S3G --> ATHENA --> QS
    S3G --> RS --> QS
    GLUE -.-> CATALOG
    EMR -.-> CATALOG
    CATALOG -.-> LF
    LF -.-> ATHENA
    LF -.-> RS