Virtue

What are virtues?
Quick Start
Next Steps
Identification
Tags
Virtue Model

Agenda

Agenda

Principle

about
Business Intelligence
- Data Visualisation
  - Data Export From Visualisation Tools
Data Integration
Data Storage
- Data Architecture Management
- Data Warehousing
Governance

Standard

about
Data Integration
Data Storage
- Data Architecture Management
- Data Warehousing
Governance
Security

Pattern

about
Data Integration
Data Storage
- Data Warehousing
  - Scratch Schema
  - Staging Table Structure
Governance
- Data Definition
  - Data Classification
Security
- Service Connectivity
  - Connecting AWS Accounts to Snowflake

Proposal

Apply S3 Intelligent Tiering By Default
Authentication
Authorisation
Business Logic Not In Reporting Tools
Capabilities First
Clone Based Feature Engineering And Testing
Data Classification
Data Federation Principles
Data Sharing with External Consumers
Decouple Curated
Enable Lockbox and Key Rotation
Export of Data from MSTR to Excel
Group and Role Abstraction
Identifying Staging Data Increments Using Streams
Identity Integration
Ingestion Standards for Graph Database
Limit our investment in SAS capacity
Machine-Learning Architecture
Network Integration
OpCo Independence
Persist ADW Staging
PoC Freedom
Prefer API to Custom Client Tools
Prefer Cloud to On Premise Integrations
Private Link for Snowflake Connection
Proposal for Common Integration Model (CIM)
Proposal for Federated Layer
Separate Data Environment Layers
Sharing ELT & DQ Events
Siesta S3 Bucket Naming Conventions
Snowflake Query Tags
Snowflake Release Cycle
Snowflake Scratch Space
Snowflake Tagging
Stub Hub
Transform Schema
Transform Schema Naming Standards

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Virtues on GitHub

Data Integration
Data Migration

Data Migration

Standard	TL;DR
Single Storage Integration Per AWS Landing Account (...)	Single Storage Integration Per AWS Landing Account

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