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DATA SOURCES
INGESTION
STORAGE
TRANSFORMATION & ANALYSIS
VISUALIZATION
SOURCES
EXT
WEB
Census · Survey · Admin
EXT
FTP
Census · Business
EXT
DB Connection
CDC · SQL · API
EXT
Legacy System
Trade data
Orchestration / Workflow Automation
(Apache Airflow)
COLL
Apache NiFi
Collect · route · transform
VIRT
Trino
SQL · data virtualization
STORE
MinIO / S3
Object store · S3-API
ANLZ
Data Modeling
Notebook · Python · R
DASH
Dashboards
Superset · reports
Kubernetes
Identity Manager
(Active Directory)
LEGEND
External source · outside cluster
Kubernetes boundary
Focal component (MinIO)
Primary data path
Orchestration trigger
high-level
高层架构图
MASK IDS
CLEAN + JOIN
AGGREGATE
LIFECYCLE
Raw
raw-commerce
Tool
NiFi ingest
Format
JSON · Parquet
Writer
Data Engineer
E-COMMERCE EXAMPLE
clickstream events
order records
Anonymized
anon-commerce
Tool
Trino SQL
Format
Iceberg · partitioned
Writer
Data Engineer
E-COMMERCE EXAMPLE
session pseudonyms
masked customer IDs
Staging
staging-commerce
Tool
Trino · notebooks
Format
Iceberg · cleaned
Writer
Data Scientist
E-COMMERCE EXAMPLE
joined order facts
validated event rows
Aggregated
analytics-marts
Tool
Trino INSERT
Format
Iceberg · metrics
Writer
Data Scientist
E-COMMERCE EXAMPLE
daily conversion rate
revenue by channel
Archive
archive-commerce
Tool
Object storage lifecycle
Format
Cold tier · immutable
Writer
Data Engineer
E-COMMERCE EXAMPLE
retained clickstream
closed order snapshots
SQL PATH
Trino INSERT INTO … SELECT
filter · join · aggregate — repeatable transforms
NOTEBOOK PATH
Python notebooks on object storage
explore · validate · model — interactive analysis
medallion
奖章架构图
REST
CSV
EVENTS
READ
JDBC
KERNEL
HTTPS
AUTH
AUTH
DATA PLATFORM
CRM
customer records
POS exports
daily CSV batches
Event stream
near-real-time events
DAG
Orchestrator
schedules · retries · lineage
STORE
Object storage
versioned data objects
SQL
Query engine
federated SQL access
BI tool
dashboards · reports
Notebooks
Python · exploration
Partner API
scoped data products
Identity provider
SSO · service identities · policy groups
Centralized logging
platform events · audit trail · retention
TYPE KEY
Source / consumer
Focal platform surface
Orchestration
Primary data path
Layer-wide service
dp-integration
数据平台集成图